When Solar+Storage Make Sense · 2018. 6. 27. · When Solar+Storage Make Sense Author: Nick Laws Subject: An NREL presentation details the benefits and challenges of solar plus storage

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WhenSolar+StorageMakeSense

Nick Laws ResearchEngineer IntegratedApplicationsCenter

June13th2018 NAESCOTechnologyampFinancingWorkshop Milwaukee WI

WhenSolar+StorageMakesense CostsvsBenefitsCostsareeasy whataboutthebenefits

Financialbenefitscanbeachievedby

1Utilitybillreduction

-Peakshaving(demandchargereduction) -Time-shiftingPVproduction(energyarbitrage)

2Providingancillaryservices

3Meetingcriticalloadduringoutages

2

WhenSolar+StorageMakesense CostsvsBenefitsCostsareeasy whataboutthebenefits

Financialbenefitscanbeachievedby

1Utilitybillreduction

-Peakshaving(demandchargereduction) -Time-shiftingPVproduction(energyarbitrage)

2Providingancillaryservices

3Meetingcriticalloadduringoutages

Toaccomplishanyofthesethingswell oneneedscontrols (andideallygoodforecasts) 3

Master Planning

Economic Dispatch

Resiliency Analysis

REoptDecisionSupportthroughouttheEnergyPlanningProcess

bull Portfolio prioritization bull Technology types amp sizes bull Microgrid dispatch bull Cost to meet goals bull Optimal operating strategies bull Energy security evaluation

Cost-effective RE at Army bases Cost-optimal Operating Strategy Extending Resiliency with RE

REoptwebsite hYpsreoptnrelgov 4

Renewable Generation Solar PV Wind Biomass etc

Energy Storage Batteries Thermal storage Water tanks

Conventional Generation Electric Grid Fuel Supply Conventional Generators

Goals Minimize Cost

Net Zero Resiliency

Economics Financial Parameters Technology Costs

Incentives

Utility Costs Energy Charges Demand Charges Escalation Rate

Operations Optimal Dispatch

REopt Energy Planning Platform Techno-economic Optimization

Energy Conservation Measures

Technologies Technology Mix Technology Size

Project Economics CapEx OpEx Net Present Value Dispatchable

Technologies Heating and Cooling Water Treatment

5

Net Zero

Technologies Technology MixTechnology Size

Project Economics CapEx OpExNet Present Value

6

Renewable Generation Solar PV Wind Biomass etc

Energy Storage Batteries Thermal storage Water tanks

Conventional Generation Electric Grid Fuel Supply Conventional Generators

Goals Minimize Cost

Resiliency

Economics Financial Parameters Technology Costs

Incentives

Utility Costs Energy Charges Demand Charges Escalation Rate

Operations Optimal Dispatch

REopt Energy Planning Platform Techno-economic Optimization

Energy Conservation Measures

Dispatchable Technologies Heating and Cooling Water Treatment

Solar+Storagewithflatdemandcharges

Cost-optimaldemandtarget

7

Astepback

1 Efficiencymeasurescomefirst 2 Demandmanagement(dependsoncosttoimplement) 3 Solar+Storage

8

Abilitytoshiftloadaffectsstoragesizinganddispatch 3

025

Nodemand 2

TOUEnergyRate($kWh)

SmallerSolar+Storagesystem

EnergyRate($kWh)

EnergyRate($kWh)

kW

kWmanagement 020

1

015 0

Cost-optimaldispatches fromREopt

3 025

2With demand 020 management 1

015 0

Recommendedreading reference [4] 9

SunlampStudy

reference [1] 10

SunlampStudy

AllscenariosresultinginSolar+Storagehad

andor

reference [1] 11

SunlampResultsRateStructurewhenS+Siseconomical

Everyscenariowithacost-optimalSolar+Storagesystemhadeither bull Demandcharges(TOUandorflat) bull TOU Energy rates bull orBoth

However notallscenarioswithdemandchargesandorTOU energyratesresultinS+Ssystems

12

TOUEnergy+DemandCharges

SunlampResultsRateStructurewhenS+Siseconomical

Everyscenariowithacost-optimalSolar+Storagesystemhadeither bull Demandcharges(TOUandorflat) bull TOU Energy rates bull orBoth

However notallscenarioswithdemandchargesandorTOU energyratesresultinS+Ssystems

62ofscenarioswithS+S 13

SunlampLoweringTechCosts Ascostslower Solar+Storageiseconomicalwithlesscomplexratestructures

LoweringTechCosts

72 62 58 47

14Solar+StoragescenarioswithTOUEnergy+DemandCharges

Otherpotentialbenefits

bull Ancillaryservicemarkets bull Feed-inTariffsandNetEnergyMetering bull Resiliency

15

Otherpotentialbenefits

bull Ancillaryservicemarkets bull Feed-inTariffsandNetEnergyMetering bull Resiliency

16

Outage3 ($42k)

Energy45 ($666k)

Demand53 ($789k)BAU

Costs$1497k

$0

Am

ount

in T

hous

ands

($)

Optimal Solution PV 113 kWBattery 5 kW 6 kWh

Optimal Solution PV 134 kWBattery 32 kW 79 kWh

Resiliency Not Valued Resiliency Valued

CapEx OampM

Energy Savings Demand Charge Savings

Avoided Outage Costs

(excluding micro-grid hardware)

(excluding micro-grid hardware)

Benefits Costs Benefits Costs

NPV$29k

NPV$58k

$50

$100

$150

$200

$250

$300

ValueofResilience Balance costofsystem with

grid-connectedbenefits (billreduction)

reference [2] 17

Outage3 ($42k)

Energy45 ($666k)

Demand53 ($789k)BAU

Costs$1497k

$0

Am

ount

in T

hous

ands

($)

Optimal Solution PV 113 kWBattery 5 kW 6 kWh

Optimal Solution PV 134 kWBattery 32 kW 79 kWh

Resiliency Not Valued Resiliency Valued

CapEx OampM

Energy Savings Demand Charge Savings

Avoided Outage Costs

(excluding micro-grid hardware)

(excluding micro-grid hardware)

Benefits Costs Benefits Costs

NPV$29k

NPV$58k

$50

$100

$150

$200

$250

$300

ValueofResilience Balance costofsystem with

grid-connectedbenefits (billreduction) and

resiliency benefits

reference [2] 18

Challenges

bull Controls bull Numerousactiveandproposedresearchactivities

bull Benefitsaredifficulttounderstandandquantify bull REoptLite designedtohelp

bull Resiliency bull Microgridscanbeexpensive bull Difficulttodeterminevalueoflostload bull Difficulttomonetizeresilience

Recommendedreadingreference[7] 19

ChallengesControls Whatchargesthebatterymatters

reference [3] 20

ChallengesControls DispatchingandIslanding

21

ExcessPV

ChallengesUnderstandingandQuantifyingBenefits

developernrelgovdocsenergy-optimizationreopt-v1

reoptnrelgovtool

NewResilienceCapabilitiesreleasedJune2018

system designed to survive 24 hour outagehas negativeNPV

accountingforAvoidedOutageCosts canmakeprojectNPVpositive

23

Summary

WhenSolar+StorageMakeSense bull Grid-connectedbenefitsfromtariffwithdemandchargesandortime-of-useenergycharges

bull Ancillaryservicemarkets bull ValueofResilience

Hurdles bull Controlsystems bull Difficulttoquantifybenefits especiallytoplaceavalueonresilience

24

Thankyou

wwwnrelgov

NRELPR-7A40-71813

NRELisanationallaboratoryoftheUSDepartmentofEnergyOfficeofEnergyEfficiency andRenewableEnergyoperatedbytheAllianceforSustainableEnergyLLC

References httpsopeneiorgwikiSolar+Storagereoptnrelgov

[1] Joyce McLaren Kate Anderson Nick Laws Pieter Gagnon Nicholas DiOrio Xiangkun LiIdentifying Critical Factors in the Cost-effectiveness of Solar and Battery Storage in Commercial BuildingsNRELPR-6A20-70813 February 2018

[2] Nicholas D Laws Kate Anderson Nicholas A DiOrio Xiangkun Li Joyce McLarenImpacts of valuing resilience on cost-optimal PV and storage systems for commercial buildingsRenewable Energy Volume 127 2018 Pages 896-909 httpsdoiorg101016jrenene201805011

[3] Emma Elgqvist Kate Anderson and Edward Settle Federal Tax Incentives for Energy Storage SystemsNRELFS-7A40-70384 January 2018

[4] Eric OShaughnessy Dylan Cutler Kristen Ardani Robert MargolisSolar plus Optimization of distributed solar PV through battery storage and dispatchable load in residential buildingsApplied Energy Volume 213 2018 httpsdoiorg101016japenergy201712118

[5] Kate Anderson Dylan Cutler Nick DiOrio Emma Elgqvist Nick Laws Dan Olis Andy WalkerOptimizing Storage and Renewable Energy Systems with REoptNRELPO-7A40-70333 December 2017

[6] Otto VanGeet Emma ElgqvistCampus Energy Approach REopt Overview and Solar for UniversitiesNRELPR-7A40-70252 October 2017

[7] Kate Anderson Nicholas D Laws Spencer Marr Lars Lisell Tony Jimenez Tria Case Xiangkun Li Dag Lohmann Dylan CutlerQuantifying and Monetizing Renewable Energy Resiliency Sustainability 10(4) 933 2018 httpsdoiorg103390su10040933

26

Disclaimer

ThisworkwasauthoredbytheNationalRenewableEnergyLaboratory operatedbyAllianceforSustainableEnergy LLC fortheUSDepartmentofEnergy (DOE)underContractNoDE-AC36-08GO28308Funding provided by US Department of Energy Office of Energy Efficiency and Renewable Energy Federal Energy Management Program by the US Department of Energy Office of Energy Efficiency and Renewable Energy Solar Energy Technologies Office and by the Clean Energy Group Theviewsexpressedinthearticle donotnecessarilyrepresenttheviewsoftheDOEortheUSGovernmentTheUS Governmentretainsandthepublisher byacceptingthearticleforpublication acknowledgesthattheUSGovernmentretainsanonexclusive paid-up irrevocable worldwidelicensetopublishorreproducethepublishedformofthiswork orallow otherstodoso forUSGovernmentpurposes

27

  • When Solar+Storage Make Sense
  • Costs vs Benefits
  • REopt
  • Sunlamp Study
  • Value of Resilience
  • Challenges
  • Summary

    WhenSolar+StorageMakesense CostsvsBenefitsCostsareeasy whataboutthebenefits

    Financialbenefitscanbeachievedby

    1Utilitybillreduction

    -Peakshaving(demandchargereduction) -Time-shiftingPVproduction(energyarbitrage)

    2Providingancillaryservices

    3Meetingcriticalloadduringoutages

    2

    WhenSolar+StorageMakesense CostsvsBenefitsCostsareeasy whataboutthebenefits

    Financialbenefitscanbeachievedby

    1Utilitybillreduction

    -Peakshaving(demandchargereduction) -Time-shiftingPVproduction(energyarbitrage)

    2Providingancillaryservices

    3Meetingcriticalloadduringoutages

    Toaccomplishanyofthesethingswell oneneedscontrols (andideallygoodforecasts) 3

    Master Planning

    Economic Dispatch

    Resiliency Analysis

    REoptDecisionSupportthroughouttheEnergyPlanningProcess

    bull Portfolio prioritization bull Technology types amp sizes bull Microgrid dispatch bull Cost to meet goals bull Optimal operating strategies bull Energy security evaluation

    Cost-effective RE at Army bases Cost-optimal Operating Strategy Extending Resiliency with RE

    REoptwebsite hYpsreoptnrelgov 4

    Renewable Generation Solar PV Wind Biomass etc

    Energy Storage Batteries Thermal storage Water tanks

    Conventional Generation Electric Grid Fuel Supply Conventional Generators

    Goals Minimize Cost

    Net Zero Resiliency

    Economics Financial Parameters Technology Costs

    Incentives

    Utility Costs Energy Charges Demand Charges Escalation Rate

    Operations Optimal Dispatch

    REopt Energy Planning Platform Techno-economic Optimization

    Energy Conservation Measures

    Technologies Technology Mix Technology Size

    Project Economics CapEx OpEx Net Present Value Dispatchable

    Technologies Heating and Cooling Water Treatment

    5

    Net Zero

    Technologies Technology MixTechnology Size

    Project Economics CapEx OpExNet Present Value

    6

    Renewable Generation Solar PV Wind Biomass etc

    Energy Storage Batteries Thermal storage Water tanks

    Conventional Generation Electric Grid Fuel Supply Conventional Generators

    Goals Minimize Cost

    Resiliency

    Economics Financial Parameters Technology Costs

    Incentives

    Utility Costs Energy Charges Demand Charges Escalation Rate

    Operations Optimal Dispatch

    REopt Energy Planning Platform Techno-economic Optimization

    Energy Conservation Measures

    Dispatchable Technologies Heating and Cooling Water Treatment

    Solar+Storagewithflatdemandcharges

    Cost-optimaldemandtarget

    7

    Astepback

    1 Efficiencymeasurescomefirst 2 Demandmanagement(dependsoncosttoimplement) 3 Solar+Storage

    8

    Abilitytoshiftloadaffectsstoragesizinganddispatch 3

    025

    Nodemand 2

    TOUEnergyRate($kWh)

    SmallerSolar+Storagesystem

    EnergyRate($kWh)

    EnergyRate($kWh)

    kW

    kWmanagement 020

    1

    015 0

    Cost-optimaldispatches fromREopt

    3 025

    2With demand 020 management 1

    015 0

    Recommendedreading reference [4] 9

    SunlampStudy

    reference [1] 10

    SunlampStudy

    AllscenariosresultinginSolar+Storagehad

    andor

    reference [1] 11

    SunlampResultsRateStructurewhenS+Siseconomical

    Everyscenariowithacost-optimalSolar+Storagesystemhadeither bull Demandcharges(TOUandorflat) bull TOU Energy rates bull orBoth

    However notallscenarioswithdemandchargesandorTOU energyratesresultinS+Ssystems

    12

    TOUEnergy+DemandCharges

    SunlampResultsRateStructurewhenS+Siseconomical

    Everyscenariowithacost-optimalSolar+Storagesystemhadeither bull Demandcharges(TOUandorflat) bull TOU Energy rates bull orBoth

    However notallscenarioswithdemandchargesandorTOU energyratesresultinS+Ssystems

    62ofscenarioswithS+S 13

    SunlampLoweringTechCosts Ascostslower Solar+Storageiseconomicalwithlesscomplexratestructures

    LoweringTechCosts

    72 62 58 47

    14Solar+StoragescenarioswithTOUEnergy+DemandCharges

    Otherpotentialbenefits

    bull Ancillaryservicemarkets bull Feed-inTariffsandNetEnergyMetering bull Resiliency

    15

    Otherpotentialbenefits

    bull Ancillaryservicemarkets bull Feed-inTariffsandNetEnergyMetering bull Resiliency

    16

    Outage3 ($42k)

    Energy45 ($666k)

    Demand53 ($789k)BAU

    Costs$1497k

    $0

    Am

    ount

    in T

    hous

    ands

    ($)

    Optimal Solution PV 113 kWBattery 5 kW 6 kWh

    Optimal Solution PV 134 kWBattery 32 kW 79 kWh

    Resiliency Not Valued Resiliency Valued

    CapEx OampM

    Energy Savings Demand Charge Savings

    Avoided Outage Costs

    (excluding micro-grid hardware)

    (excluding micro-grid hardware)

    Benefits Costs Benefits Costs

    NPV$29k

    NPV$58k

    $50

    $100

    $150

    $200

    $250

    $300

    ValueofResilience Balance costofsystem with

    grid-connectedbenefits (billreduction)

    reference [2] 17

    Outage3 ($42k)

    Energy45 ($666k)

    Demand53 ($789k)BAU

    Costs$1497k

    $0

    Am

    ount

    in T

    hous

    ands

    ($)

    Optimal Solution PV 113 kWBattery 5 kW 6 kWh

    Optimal Solution PV 134 kWBattery 32 kW 79 kWh

    Resiliency Not Valued Resiliency Valued

    CapEx OampM

    Energy Savings Demand Charge Savings

    Avoided Outage Costs

    (excluding micro-grid hardware)

    (excluding micro-grid hardware)

    Benefits Costs Benefits Costs

    NPV$29k

    NPV$58k

    $50

    $100

    $150

    $200

    $250

    $300

    ValueofResilience Balance costofsystem with

    grid-connectedbenefits (billreduction) and

    resiliency benefits

    reference [2] 18

    Challenges

    bull Controls bull Numerousactiveandproposedresearchactivities

    bull Benefitsaredifficulttounderstandandquantify bull REoptLite designedtohelp

    bull Resiliency bull Microgridscanbeexpensive bull Difficulttodeterminevalueoflostload bull Difficulttomonetizeresilience

    Recommendedreadingreference[7] 19

    ChallengesControls Whatchargesthebatterymatters

    reference [3] 20

    ChallengesControls DispatchingandIslanding

    21

    ExcessPV

    ChallengesUnderstandingandQuantifyingBenefits

    developernrelgovdocsenergy-optimizationreopt-v1

    reoptnrelgovtool

    NewResilienceCapabilitiesreleasedJune2018

    system designed to survive 24 hour outagehas negativeNPV

    accountingforAvoidedOutageCosts canmakeprojectNPVpositive

    23

    Summary

    WhenSolar+StorageMakeSense bull Grid-connectedbenefitsfromtariffwithdemandchargesandortime-of-useenergycharges

    bull Ancillaryservicemarkets bull ValueofResilience

    Hurdles bull Controlsystems bull Difficulttoquantifybenefits especiallytoplaceavalueonresilience

    24

    Thankyou

    wwwnrelgov

    NRELPR-7A40-71813

    NRELisanationallaboratoryoftheUSDepartmentofEnergyOfficeofEnergyEfficiency andRenewableEnergyoperatedbytheAllianceforSustainableEnergyLLC

    References httpsopeneiorgwikiSolar+Storagereoptnrelgov

    [1] Joyce McLaren Kate Anderson Nick Laws Pieter Gagnon Nicholas DiOrio Xiangkun LiIdentifying Critical Factors in the Cost-effectiveness of Solar and Battery Storage in Commercial BuildingsNRELPR-6A20-70813 February 2018

    [2] Nicholas D Laws Kate Anderson Nicholas A DiOrio Xiangkun Li Joyce McLarenImpacts of valuing resilience on cost-optimal PV and storage systems for commercial buildingsRenewable Energy Volume 127 2018 Pages 896-909 httpsdoiorg101016jrenene201805011

    [3] Emma Elgqvist Kate Anderson and Edward Settle Federal Tax Incentives for Energy Storage SystemsNRELFS-7A40-70384 January 2018

    [4] Eric OShaughnessy Dylan Cutler Kristen Ardani Robert MargolisSolar plus Optimization of distributed solar PV through battery storage and dispatchable load in residential buildingsApplied Energy Volume 213 2018 httpsdoiorg101016japenergy201712118

    [5] Kate Anderson Dylan Cutler Nick DiOrio Emma Elgqvist Nick Laws Dan Olis Andy WalkerOptimizing Storage and Renewable Energy Systems with REoptNRELPO-7A40-70333 December 2017

    [6] Otto VanGeet Emma ElgqvistCampus Energy Approach REopt Overview and Solar for UniversitiesNRELPR-7A40-70252 October 2017

    [7] Kate Anderson Nicholas D Laws Spencer Marr Lars Lisell Tony Jimenez Tria Case Xiangkun Li Dag Lohmann Dylan CutlerQuantifying and Monetizing Renewable Energy Resiliency Sustainability 10(4) 933 2018 httpsdoiorg103390su10040933

    26

    Disclaimer

    ThisworkwasauthoredbytheNationalRenewableEnergyLaboratory operatedbyAllianceforSustainableEnergy LLC fortheUSDepartmentofEnergy (DOE)underContractNoDE-AC36-08GO28308Funding provided by US Department of Energy Office of Energy Efficiency and Renewable Energy Federal Energy Management Program by the US Department of Energy Office of Energy Efficiency and Renewable Energy Solar Energy Technologies Office and by the Clean Energy Group Theviewsexpressedinthearticle donotnecessarilyrepresenttheviewsoftheDOEortheUSGovernmentTheUS Governmentretainsandthepublisher byacceptingthearticleforpublication acknowledgesthattheUSGovernmentretainsanonexclusive paid-up irrevocable worldwidelicensetopublishorreproducethepublishedformofthiswork orallow otherstodoso forUSGovernmentpurposes

    27

    • When Solar+Storage Make Sense
    • Costs vs Benefits
    • REopt
    • Sunlamp Study
    • Value of Resilience
    • Challenges
    • Summary

      WhenSolar+StorageMakesense CostsvsBenefitsCostsareeasy whataboutthebenefits

      Financialbenefitscanbeachievedby

      1Utilitybillreduction

      -Peakshaving(demandchargereduction) -Time-shiftingPVproduction(energyarbitrage)

      2Providingancillaryservices

      3Meetingcriticalloadduringoutages

      Toaccomplishanyofthesethingswell oneneedscontrols (andideallygoodforecasts) 3

      Master Planning

      Economic Dispatch

      Resiliency Analysis

      REoptDecisionSupportthroughouttheEnergyPlanningProcess

      bull Portfolio prioritization bull Technology types amp sizes bull Microgrid dispatch bull Cost to meet goals bull Optimal operating strategies bull Energy security evaluation

      Cost-effective RE at Army bases Cost-optimal Operating Strategy Extending Resiliency with RE

      REoptwebsite hYpsreoptnrelgov 4

      Renewable Generation Solar PV Wind Biomass etc

      Energy Storage Batteries Thermal storage Water tanks

      Conventional Generation Electric Grid Fuel Supply Conventional Generators

      Goals Minimize Cost

      Net Zero Resiliency

      Economics Financial Parameters Technology Costs

      Incentives

      Utility Costs Energy Charges Demand Charges Escalation Rate

      Operations Optimal Dispatch

      REopt Energy Planning Platform Techno-economic Optimization

      Energy Conservation Measures

      Technologies Technology Mix Technology Size

      Project Economics CapEx OpEx Net Present Value Dispatchable

      Technologies Heating and Cooling Water Treatment

      5

      Net Zero

      Technologies Technology MixTechnology Size

      Project Economics CapEx OpExNet Present Value

      6

      Renewable Generation Solar PV Wind Biomass etc

      Energy Storage Batteries Thermal storage Water tanks

      Conventional Generation Electric Grid Fuel Supply Conventional Generators

      Goals Minimize Cost

      Resiliency

      Economics Financial Parameters Technology Costs

      Incentives

      Utility Costs Energy Charges Demand Charges Escalation Rate

      Operations Optimal Dispatch

      REopt Energy Planning Platform Techno-economic Optimization

      Energy Conservation Measures

      Dispatchable Technologies Heating and Cooling Water Treatment

      Solar+Storagewithflatdemandcharges

      Cost-optimaldemandtarget

      7

      Astepback

      1 Efficiencymeasurescomefirst 2 Demandmanagement(dependsoncosttoimplement) 3 Solar+Storage

      8

      Abilitytoshiftloadaffectsstoragesizinganddispatch 3

      025

      Nodemand 2

      TOUEnergyRate($kWh)

      SmallerSolar+Storagesystem

      EnergyRate($kWh)

      EnergyRate($kWh)

      kW

      kWmanagement 020

      1

      015 0

      Cost-optimaldispatches fromREopt

      3 025

      2With demand 020 management 1

      015 0

      Recommendedreading reference [4] 9

      SunlampStudy

      reference [1] 10

      SunlampStudy

      AllscenariosresultinginSolar+Storagehad

      andor

      reference [1] 11

      SunlampResultsRateStructurewhenS+Siseconomical

      Everyscenariowithacost-optimalSolar+Storagesystemhadeither bull Demandcharges(TOUandorflat) bull TOU Energy rates bull orBoth

      However notallscenarioswithdemandchargesandorTOU energyratesresultinS+Ssystems

      12

      TOUEnergy+DemandCharges

      SunlampResultsRateStructurewhenS+Siseconomical

      Everyscenariowithacost-optimalSolar+Storagesystemhadeither bull Demandcharges(TOUandorflat) bull TOU Energy rates bull orBoth

      However notallscenarioswithdemandchargesandorTOU energyratesresultinS+Ssystems

      62ofscenarioswithS+S 13

      SunlampLoweringTechCosts Ascostslower Solar+Storageiseconomicalwithlesscomplexratestructures

      LoweringTechCosts

      72 62 58 47

      14Solar+StoragescenarioswithTOUEnergy+DemandCharges

      Otherpotentialbenefits

      bull Ancillaryservicemarkets bull Feed-inTariffsandNetEnergyMetering bull Resiliency

      15

      Otherpotentialbenefits

      bull Ancillaryservicemarkets bull Feed-inTariffsandNetEnergyMetering bull Resiliency

      16

      Outage3 ($42k)

      Energy45 ($666k)

      Demand53 ($789k)BAU

      Costs$1497k

      $0

      Am

      ount

      in T

      hous

      ands

      ($)

      Optimal Solution PV 113 kWBattery 5 kW 6 kWh

      Optimal Solution PV 134 kWBattery 32 kW 79 kWh

      Resiliency Not Valued Resiliency Valued

      CapEx OampM

      Energy Savings Demand Charge Savings

      Avoided Outage Costs

      (excluding micro-grid hardware)

      (excluding micro-grid hardware)

      Benefits Costs Benefits Costs

      NPV$29k

      NPV$58k

      $50

      $100

      $150

      $200

      $250

      $300

      ValueofResilience Balance costofsystem with

      grid-connectedbenefits (billreduction)

      reference [2] 17

      Outage3 ($42k)

      Energy45 ($666k)

      Demand53 ($789k)BAU

      Costs$1497k

      $0

      Am

      ount

      in T

      hous

      ands

      ($)

      Optimal Solution PV 113 kWBattery 5 kW 6 kWh

      Optimal Solution PV 134 kWBattery 32 kW 79 kWh

      Resiliency Not Valued Resiliency Valued

      CapEx OampM

      Energy Savings Demand Charge Savings

      Avoided Outage Costs

      (excluding micro-grid hardware)

      (excluding micro-grid hardware)

      Benefits Costs Benefits Costs

      NPV$29k

      NPV$58k

      $50

      $100

      $150

      $200

      $250

      $300

      ValueofResilience Balance costofsystem with

      grid-connectedbenefits (billreduction) and

      resiliency benefits

      reference [2] 18

      Challenges

      bull Controls bull Numerousactiveandproposedresearchactivities

      bull Benefitsaredifficulttounderstandandquantify bull REoptLite designedtohelp

      bull Resiliency bull Microgridscanbeexpensive bull Difficulttodeterminevalueoflostload bull Difficulttomonetizeresilience

      Recommendedreadingreference[7] 19

      ChallengesControls Whatchargesthebatterymatters

      reference [3] 20

      ChallengesControls DispatchingandIslanding

      21

      ExcessPV

      ChallengesUnderstandingandQuantifyingBenefits

      developernrelgovdocsenergy-optimizationreopt-v1

      reoptnrelgovtool

      NewResilienceCapabilitiesreleasedJune2018

      system designed to survive 24 hour outagehas negativeNPV

      accountingforAvoidedOutageCosts canmakeprojectNPVpositive

      23

      Summary

      WhenSolar+StorageMakeSense bull Grid-connectedbenefitsfromtariffwithdemandchargesandortime-of-useenergycharges

      bull Ancillaryservicemarkets bull ValueofResilience

      Hurdles bull Controlsystems bull Difficulttoquantifybenefits especiallytoplaceavalueonresilience

      24

      Thankyou

      wwwnrelgov

      NRELPR-7A40-71813

      NRELisanationallaboratoryoftheUSDepartmentofEnergyOfficeofEnergyEfficiency andRenewableEnergyoperatedbytheAllianceforSustainableEnergyLLC

      References httpsopeneiorgwikiSolar+Storagereoptnrelgov

      [1] Joyce McLaren Kate Anderson Nick Laws Pieter Gagnon Nicholas DiOrio Xiangkun LiIdentifying Critical Factors in the Cost-effectiveness of Solar and Battery Storage in Commercial BuildingsNRELPR-6A20-70813 February 2018

      [2] Nicholas D Laws Kate Anderson Nicholas A DiOrio Xiangkun Li Joyce McLarenImpacts of valuing resilience on cost-optimal PV and storage systems for commercial buildingsRenewable Energy Volume 127 2018 Pages 896-909 httpsdoiorg101016jrenene201805011

      [3] Emma Elgqvist Kate Anderson and Edward Settle Federal Tax Incentives for Energy Storage SystemsNRELFS-7A40-70384 January 2018

      [4] Eric OShaughnessy Dylan Cutler Kristen Ardani Robert MargolisSolar plus Optimization of distributed solar PV through battery storage and dispatchable load in residential buildingsApplied Energy Volume 213 2018 httpsdoiorg101016japenergy201712118

      [5] Kate Anderson Dylan Cutler Nick DiOrio Emma Elgqvist Nick Laws Dan Olis Andy WalkerOptimizing Storage and Renewable Energy Systems with REoptNRELPO-7A40-70333 December 2017

      [6] Otto VanGeet Emma ElgqvistCampus Energy Approach REopt Overview and Solar for UniversitiesNRELPR-7A40-70252 October 2017

      [7] Kate Anderson Nicholas D Laws Spencer Marr Lars Lisell Tony Jimenez Tria Case Xiangkun Li Dag Lohmann Dylan CutlerQuantifying and Monetizing Renewable Energy Resiliency Sustainability 10(4) 933 2018 httpsdoiorg103390su10040933

      26

      Disclaimer

      ThisworkwasauthoredbytheNationalRenewableEnergyLaboratory operatedbyAllianceforSustainableEnergy LLC fortheUSDepartmentofEnergy (DOE)underContractNoDE-AC36-08GO28308Funding provided by US Department of Energy Office of Energy Efficiency and Renewable Energy Federal Energy Management Program by the US Department of Energy Office of Energy Efficiency and Renewable Energy Solar Energy Technologies Office and by the Clean Energy Group Theviewsexpressedinthearticle donotnecessarilyrepresenttheviewsoftheDOEortheUSGovernmentTheUS Governmentretainsandthepublisher byacceptingthearticleforpublication acknowledgesthattheUSGovernmentretainsanonexclusive paid-up irrevocable worldwidelicensetopublishorreproducethepublishedformofthiswork orallow otherstodoso forUSGovernmentpurposes

      27

      • When Solar+Storage Make Sense
      • Costs vs Benefits
      • REopt
      • Sunlamp Study
      • Value of Resilience
      • Challenges
      • Summary

        Master Planning

        Economic Dispatch

        Resiliency Analysis

        REoptDecisionSupportthroughouttheEnergyPlanningProcess

        bull Portfolio prioritization bull Technology types amp sizes bull Microgrid dispatch bull Cost to meet goals bull Optimal operating strategies bull Energy security evaluation

        Cost-effective RE at Army bases Cost-optimal Operating Strategy Extending Resiliency with RE

        REoptwebsite hYpsreoptnrelgov 4

        Renewable Generation Solar PV Wind Biomass etc

        Energy Storage Batteries Thermal storage Water tanks

        Conventional Generation Electric Grid Fuel Supply Conventional Generators

        Goals Minimize Cost

        Net Zero Resiliency

        Economics Financial Parameters Technology Costs

        Incentives

        Utility Costs Energy Charges Demand Charges Escalation Rate

        Operations Optimal Dispatch

        REopt Energy Planning Platform Techno-economic Optimization

        Energy Conservation Measures

        Technologies Technology Mix Technology Size

        Project Economics CapEx OpEx Net Present Value Dispatchable

        Technologies Heating and Cooling Water Treatment

        5

        Net Zero

        Technologies Technology MixTechnology Size

        Project Economics CapEx OpExNet Present Value

        6

        Renewable Generation Solar PV Wind Biomass etc

        Energy Storage Batteries Thermal storage Water tanks

        Conventional Generation Electric Grid Fuel Supply Conventional Generators

        Goals Minimize Cost

        Resiliency

        Economics Financial Parameters Technology Costs

        Incentives

        Utility Costs Energy Charges Demand Charges Escalation Rate

        Operations Optimal Dispatch

        REopt Energy Planning Platform Techno-economic Optimization

        Energy Conservation Measures

        Dispatchable Technologies Heating and Cooling Water Treatment

        Solar+Storagewithflatdemandcharges

        Cost-optimaldemandtarget

        7

        Astepback

        1 Efficiencymeasurescomefirst 2 Demandmanagement(dependsoncosttoimplement) 3 Solar+Storage

        8

        Abilitytoshiftloadaffectsstoragesizinganddispatch 3

        025

        Nodemand 2

        TOUEnergyRate($kWh)

        SmallerSolar+Storagesystem

        EnergyRate($kWh)

        EnergyRate($kWh)

        kW

        kWmanagement 020

        1

        015 0

        Cost-optimaldispatches fromREopt

        3 025

        2With demand 020 management 1

        015 0

        Recommendedreading reference [4] 9

        SunlampStudy

        reference [1] 10

        SunlampStudy

        AllscenariosresultinginSolar+Storagehad

        andor

        reference [1] 11

        SunlampResultsRateStructurewhenS+Siseconomical

        Everyscenariowithacost-optimalSolar+Storagesystemhadeither bull Demandcharges(TOUandorflat) bull TOU Energy rates bull orBoth

        However notallscenarioswithdemandchargesandorTOU energyratesresultinS+Ssystems

        12

        TOUEnergy+DemandCharges

        SunlampResultsRateStructurewhenS+Siseconomical

        Everyscenariowithacost-optimalSolar+Storagesystemhadeither bull Demandcharges(TOUandorflat) bull TOU Energy rates bull orBoth

        However notallscenarioswithdemandchargesandorTOU energyratesresultinS+Ssystems

        62ofscenarioswithS+S 13

        SunlampLoweringTechCosts Ascostslower Solar+Storageiseconomicalwithlesscomplexratestructures

        LoweringTechCosts

        72 62 58 47

        14Solar+StoragescenarioswithTOUEnergy+DemandCharges

        Otherpotentialbenefits

        bull Ancillaryservicemarkets bull Feed-inTariffsandNetEnergyMetering bull Resiliency

        15

        Otherpotentialbenefits

        bull Ancillaryservicemarkets bull Feed-inTariffsandNetEnergyMetering bull Resiliency

        16

        Outage3 ($42k)

        Energy45 ($666k)

        Demand53 ($789k)BAU

        Costs$1497k

        $0

        Am

        ount

        in T

        hous

        ands

        ($)

        Optimal Solution PV 113 kWBattery 5 kW 6 kWh

        Optimal Solution PV 134 kWBattery 32 kW 79 kWh

        Resiliency Not Valued Resiliency Valued

        CapEx OampM

        Energy Savings Demand Charge Savings

        Avoided Outage Costs

        (excluding micro-grid hardware)

        (excluding micro-grid hardware)

        Benefits Costs Benefits Costs

        NPV$29k

        NPV$58k

        $50

        $100

        $150

        $200

        $250

        $300

        ValueofResilience Balance costofsystem with

        grid-connectedbenefits (billreduction)

        reference [2] 17

        Outage3 ($42k)

        Energy45 ($666k)

        Demand53 ($789k)BAU

        Costs$1497k

        $0

        Am

        ount

        in T

        hous

        ands

        ($)

        Optimal Solution PV 113 kWBattery 5 kW 6 kWh

        Optimal Solution PV 134 kWBattery 32 kW 79 kWh

        Resiliency Not Valued Resiliency Valued

        CapEx OampM

        Energy Savings Demand Charge Savings

        Avoided Outage Costs

        (excluding micro-grid hardware)

        (excluding micro-grid hardware)

        Benefits Costs Benefits Costs

        NPV$29k

        NPV$58k

        $50

        $100

        $150

        $200

        $250

        $300

        ValueofResilience Balance costofsystem with

        grid-connectedbenefits (billreduction) and

        resiliency benefits

        reference [2] 18

        Challenges

        bull Controls bull Numerousactiveandproposedresearchactivities

        bull Benefitsaredifficulttounderstandandquantify bull REoptLite designedtohelp

        bull Resiliency bull Microgridscanbeexpensive bull Difficulttodeterminevalueoflostload bull Difficulttomonetizeresilience

        Recommendedreadingreference[7] 19

        ChallengesControls Whatchargesthebatterymatters

        reference [3] 20

        ChallengesControls DispatchingandIslanding

        21

        ExcessPV

        ChallengesUnderstandingandQuantifyingBenefits

        developernrelgovdocsenergy-optimizationreopt-v1

        reoptnrelgovtool

        NewResilienceCapabilitiesreleasedJune2018

        system designed to survive 24 hour outagehas negativeNPV

        accountingforAvoidedOutageCosts canmakeprojectNPVpositive

        23

        Summary

        WhenSolar+StorageMakeSense bull Grid-connectedbenefitsfromtariffwithdemandchargesandortime-of-useenergycharges

        bull Ancillaryservicemarkets bull ValueofResilience

        Hurdles bull Controlsystems bull Difficulttoquantifybenefits especiallytoplaceavalueonresilience

        24

        Thankyou

        wwwnrelgov

        NRELPR-7A40-71813

        NRELisanationallaboratoryoftheUSDepartmentofEnergyOfficeofEnergyEfficiency andRenewableEnergyoperatedbytheAllianceforSustainableEnergyLLC

        References httpsopeneiorgwikiSolar+Storagereoptnrelgov

        [1] Joyce McLaren Kate Anderson Nick Laws Pieter Gagnon Nicholas DiOrio Xiangkun LiIdentifying Critical Factors in the Cost-effectiveness of Solar and Battery Storage in Commercial BuildingsNRELPR-6A20-70813 February 2018

        [2] Nicholas D Laws Kate Anderson Nicholas A DiOrio Xiangkun Li Joyce McLarenImpacts of valuing resilience on cost-optimal PV and storage systems for commercial buildingsRenewable Energy Volume 127 2018 Pages 896-909 httpsdoiorg101016jrenene201805011

        [3] Emma Elgqvist Kate Anderson and Edward Settle Federal Tax Incentives for Energy Storage SystemsNRELFS-7A40-70384 January 2018

        [4] Eric OShaughnessy Dylan Cutler Kristen Ardani Robert MargolisSolar plus Optimization of distributed solar PV through battery storage and dispatchable load in residential buildingsApplied Energy Volume 213 2018 httpsdoiorg101016japenergy201712118

        [5] Kate Anderson Dylan Cutler Nick DiOrio Emma Elgqvist Nick Laws Dan Olis Andy WalkerOptimizing Storage and Renewable Energy Systems with REoptNRELPO-7A40-70333 December 2017

        [6] Otto VanGeet Emma ElgqvistCampus Energy Approach REopt Overview and Solar for UniversitiesNRELPR-7A40-70252 October 2017

        [7] Kate Anderson Nicholas D Laws Spencer Marr Lars Lisell Tony Jimenez Tria Case Xiangkun Li Dag Lohmann Dylan CutlerQuantifying and Monetizing Renewable Energy Resiliency Sustainability 10(4) 933 2018 httpsdoiorg103390su10040933

        26

        Disclaimer

        ThisworkwasauthoredbytheNationalRenewableEnergyLaboratory operatedbyAllianceforSustainableEnergy LLC fortheUSDepartmentofEnergy (DOE)underContractNoDE-AC36-08GO28308Funding provided by US Department of Energy Office of Energy Efficiency and Renewable Energy Federal Energy Management Program by the US Department of Energy Office of Energy Efficiency and Renewable Energy Solar Energy Technologies Office and by the Clean Energy Group Theviewsexpressedinthearticle donotnecessarilyrepresenttheviewsoftheDOEortheUSGovernmentTheUS Governmentretainsandthepublisher byacceptingthearticleforpublication acknowledgesthattheUSGovernmentretainsanonexclusive paid-up irrevocable worldwidelicensetopublishorreproducethepublishedformofthiswork orallow otherstodoso forUSGovernmentpurposes

        27

        • When Solar+Storage Make Sense
        • Costs vs Benefits
        • REopt
        • Sunlamp Study
        • Value of Resilience
        • Challenges
        • Summary

          Renewable Generation Solar PV Wind Biomass etc

          Energy Storage Batteries Thermal storage Water tanks

          Conventional Generation Electric Grid Fuel Supply Conventional Generators

          Goals Minimize Cost

          Net Zero Resiliency

          Economics Financial Parameters Technology Costs

          Incentives

          Utility Costs Energy Charges Demand Charges Escalation Rate

          Operations Optimal Dispatch

          REopt Energy Planning Platform Techno-economic Optimization

          Energy Conservation Measures

          Technologies Technology Mix Technology Size

          Project Economics CapEx OpEx Net Present Value Dispatchable

          Technologies Heating and Cooling Water Treatment

          5

          Net Zero

          Technologies Technology MixTechnology Size

          Project Economics CapEx OpExNet Present Value

          6

          Renewable Generation Solar PV Wind Biomass etc

          Energy Storage Batteries Thermal storage Water tanks

          Conventional Generation Electric Grid Fuel Supply Conventional Generators

          Goals Minimize Cost

          Resiliency

          Economics Financial Parameters Technology Costs

          Incentives

          Utility Costs Energy Charges Demand Charges Escalation Rate

          Operations Optimal Dispatch

          REopt Energy Planning Platform Techno-economic Optimization

          Energy Conservation Measures

          Dispatchable Technologies Heating and Cooling Water Treatment

          Solar+Storagewithflatdemandcharges

          Cost-optimaldemandtarget

          7

          Astepback

          1 Efficiencymeasurescomefirst 2 Demandmanagement(dependsoncosttoimplement) 3 Solar+Storage

          8

          Abilitytoshiftloadaffectsstoragesizinganddispatch 3

          025

          Nodemand 2

          TOUEnergyRate($kWh)

          SmallerSolar+Storagesystem

          EnergyRate($kWh)

          EnergyRate($kWh)

          kW

          kWmanagement 020

          1

          015 0

          Cost-optimaldispatches fromREopt

          3 025

          2With demand 020 management 1

          015 0

          Recommendedreading reference [4] 9

          SunlampStudy

          reference [1] 10

          SunlampStudy

          AllscenariosresultinginSolar+Storagehad

          andor

          reference [1] 11

          SunlampResultsRateStructurewhenS+Siseconomical

          Everyscenariowithacost-optimalSolar+Storagesystemhadeither bull Demandcharges(TOUandorflat) bull TOU Energy rates bull orBoth

          However notallscenarioswithdemandchargesandorTOU energyratesresultinS+Ssystems

          12

          TOUEnergy+DemandCharges

          SunlampResultsRateStructurewhenS+Siseconomical

          Everyscenariowithacost-optimalSolar+Storagesystemhadeither bull Demandcharges(TOUandorflat) bull TOU Energy rates bull orBoth

          However notallscenarioswithdemandchargesandorTOU energyratesresultinS+Ssystems

          62ofscenarioswithS+S 13

          SunlampLoweringTechCosts Ascostslower Solar+Storageiseconomicalwithlesscomplexratestructures

          LoweringTechCosts

          72 62 58 47

          14Solar+StoragescenarioswithTOUEnergy+DemandCharges

          Otherpotentialbenefits

          bull Ancillaryservicemarkets bull Feed-inTariffsandNetEnergyMetering bull Resiliency

          15

          Otherpotentialbenefits

          bull Ancillaryservicemarkets bull Feed-inTariffsandNetEnergyMetering bull Resiliency

          16

          Outage3 ($42k)

          Energy45 ($666k)

          Demand53 ($789k)BAU

          Costs$1497k

          $0

          Am

          ount

          in T

          hous

          ands

          ($)

          Optimal Solution PV 113 kWBattery 5 kW 6 kWh

          Optimal Solution PV 134 kWBattery 32 kW 79 kWh

          Resiliency Not Valued Resiliency Valued

          CapEx OampM

          Energy Savings Demand Charge Savings

          Avoided Outage Costs

          (excluding micro-grid hardware)

          (excluding micro-grid hardware)

          Benefits Costs Benefits Costs

          NPV$29k

          NPV$58k

          $50

          $100

          $150

          $200

          $250

          $300

          ValueofResilience Balance costofsystem with

          grid-connectedbenefits (billreduction)

          reference [2] 17

          Outage3 ($42k)

          Energy45 ($666k)

          Demand53 ($789k)BAU

          Costs$1497k

          $0

          Am

          ount

          in T

          hous

          ands

          ($)

          Optimal Solution PV 113 kWBattery 5 kW 6 kWh

          Optimal Solution PV 134 kWBattery 32 kW 79 kWh

          Resiliency Not Valued Resiliency Valued

          CapEx OampM

          Energy Savings Demand Charge Savings

          Avoided Outage Costs

          (excluding micro-grid hardware)

          (excluding micro-grid hardware)

          Benefits Costs Benefits Costs

          NPV$29k

          NPV$58k

          $50

          $100

          $150

          $200

          $250

          $300

          ValueofResilience Balance costofsystem with

          grid-connectedbenefits (billreduction) and

          resiliency benefits

          reference [2] 18

          Challenges

          bull Controls bull Numerousactiveandproposedresearchactivities

          bull Benefitsaredifficulttounderstandandquantify bull REoptLite designedtohelp

          bull Resiliency bull Microgridscanbeexpensive bull Difficulttodeterminevalueoflostload bull Difficulttomonetizeresilience

          Recommendedreadingreference[7] 19

          ChallengesControls Whatchargesthebatterymatters

          reference [3] 20

          ChallengesControls DispatchingandIslanding

          21

          ExcessPV

          ChallengesUnderstandingandQuantifyingBenefits

          developernrelgovdocsenergy-optimizationreopt-v1

          reoptnrelgovtool

          NewResilienceCapabilitiesreleasedJune2018

          system designed to survive 24 hour outagehas negativeNPV

          accountingforAvoidedOutageCosts canmakeprojectNPVpositive

          23

          Summary

          WhenSolar+StorageMakeSense bull Grid-connectedbenefitsfromtariffwithdemandchargesandortime-of-useenergycharges

          bull Ancillaryservicemarkets bull ValueofResilience

          Hurdles bull Controlsystems bull Difficulttoquantifybenefits especiallytoplaceavalueonresilience

          24

          Thankyou

          wwwnrelgov

          NRELPR-7A40-71813

          NRELisanationallaboratoryoftheUSDepartmentofEnergyOfficeofEnergyEfficiency andRenewableEnergyoperatedbytheAllianceforSustainableEnergyLLC

          References httpsopeneiorgwikiSolar+Storagereoptnrelgov

          [1] Joyce McLaren Kate Anderson Nick Laws Pieter Gagnon Nicholas DiOrio Xiangkun LiIdentifying Critical Factors in the Cost-effectiveness of Solar and Battery Storage in Commercial BuildingsNRELPR-6A20-70813 February 2018

          [2] Nicholas D Laws Kate Anderson Nicholas A DiOrio Xiangkun Li Joyce McLarenImpacts of valuing resilience on cost-optimal PV and storage systems for commercial buildingsRenewable Energy Volume 127 2018 Pages 896-909 httpsdoiorg101016jrenene201805011

          [3] Emma Elgqvist Kate Anderson and Edward Settle Federal Tax Incentives for Energy Storage SystemsNRELFS-7A40-70384 January 2018

          [4] Eric OShaughnessy Dylan Cutler Kristen Ardani Robert MargolisSolar plus Optimization of distributed solar PV through battery storage and dispatchable load in residential buildingsApplied Energy Volume 213 2018 httpsdoiorg101016japenergy201712118

          [5] Kate Anderson Dylan Cutler Nick DiOrio Emma Elgqvist Nick Laws Dan Olis Andy WalkerOptimizing Storage and Renewable Energy Systems with REoptNRELPO-7A40-70333 December 2017

          [6] Otto VanGeet Emma ElgqvistCampus Energy Approach REopt Overview and Solar for UniversitiesNRELPR-7A40-70252 October 2017

          [7] Kate Anderson Nicholas D Laws Spencer Marr Lars Lisell Tony Jimenez Tria Case Xiangkun Li Dag Lohmann Dylan CutlerQuantifying and Monetizing Renewable Energy Resiliency Sustainability 10(4) 933 2018 httpsdoiorg103390su10040933

          26

          Disclaimer

          ThisworkwasauthoredbytheNationalRenewableEnergyLaboratory operatedbyAllianceforSustainableEnergy LLC fortheUSDepartmentofEnergy (DOE)underContractNoDE-AC36-08GO28308Funding provided by US Department of Energy Office of Energy Efficiency and Renewable Energy Federal Energy Management Program by the US Department of Energy Office of Energy Efficiency and Renewable Energy Solar Energy Technologies Office and by the Clean Energy Group Theviewsexpressedinthearticle donotnecessarilyrepresenttheviewsoftheDOEortheUSGovernmentTheUS Governmentretainsandthepublisher byacceptingthearticleforpublication acknowledgesthattheUSGovernmentretainsanonexclusive paid-up irrevocable worldwidelicensetopublishorreproducethepublishedformofthiswork orallow otherstodoso forUSGovernmentpurposes

          27

          • When Solar+Storage Make Sense
          • Costs vs Benefits
          • REopt
          • Sunlamp Study
          • Value of Resilience
          • Challenges
          • Summary

            Net Zero

            Technologies Technology MixTechnology Size

            Project Economics CapEx OpExNet Present Value

            6

            Renewable Generation Solar PV Wind Biomass etc

            Energy Storage Batteries Thermal storage Water tanks

            Conventional Generation Electric Grid Fuel Supply Conventional Generators

            Goals Minimize Cost

            Resiliency

            Economics Financial Parameters Technology Costs

            Incentives

            Utility Costs Energy Charges Demand Charges Escalation Rate

            Operations Optimal Dispatch

            REopt Energy Planning Platform Techno-economic Optimization

            Energy Conservation Measures

            Dispatchable Technologies Heating and Cooling Water Treatment

            Solar+Storagewithflatdemandcharges

            Cost-optimaldemandtarget

            7

            Astepback

            1 Efficiencymeasurescomefirst 2 Demandmanagement(dependsoncosttoimplement) 3 Solar+Storage

            8

            Abilitytoshiftloadaffectsstoragesizinganddispatch 3

            025

            Nodemand 2

            TOUEnergyRate($kWh)

            SmallerSolar+Storagesystem

            EnergyRate($kWh)

            EnergyRate($kWh)

            kW

            kWmanagement 020

            1

            015 0

            Cost-optimaldispatches fromREopt

            3 025

            2With demand 020 management 1

            015 0

            Recommendedreading reference [4] 9

            SunlampStudy

            reference [1] 10

            SunlampStudy

            AllscenariosresultinginSolar+Storagehad

            andor

            reference [1] 11

            SunlampResultsRateStructurewhenS+Siseconomical

            Everyscenariowithacost-optimalSolar+Storagesystemhadeither bull Demandcharges(TOUandorflat) bull TOU Energy rates bull orBoth

            However notallscenarioswithdemandchargesandorTOU energyratesresultinS+Ssystems

            12

            TOUEnergy+DemandCharges

            SunlampResultsRateStructurewhenS+Siseconomical

            Everyscenariowithacost-optimalSolar+Storagesystemhadeither bull Demandcharges(TOUandorflat) bull TOU Energy rates bull orBoth

            However notallscenarioswithdemandchargesandorTOU energyratesresultinS+Ssystems

            62ofscenarioswithS+S 13

            SunlampLoweringTechCosts Ascostslower Solar+Storageiseconomicalwithlesscomplexratestructures

            LoweringTechCosts

            72 62 58 47

            14Solar+StoragescenarioswithTOUEnergy+DemandCharges

            Otherpotentialbenefits

            bull Ancillaryservicemarkets bull Feed-inTariffsandNetEnergyMetering bull Resiliency

            15

            Otherpotentialbenefits

            bull Ancillaryservicemarkets bull Feed-inTariffsandNetEnergyMetering bull Resiliency

            16

            Outage3 ($42k)

            Energy45 ($666k)

            Demand53 ($789k)BAU

            Costs$1497k

            $0

            Am

            ount

            in T

            hous

            ands

            ($)

            Optimal Solution PV 113 kWBattery 5 kW 6 kWh

            Optimal Solution PV 134 kWBattery 32 kW 79 kWh

            Resiliency Not Valued Resiliency Valued

            CapEx OampM

            Energy Savings Demand Charge Savings

            Avoided Outage Costs

            (excluding micro-grid hardware)

            (excluding micro-grid hardware)

            Benefits Costs Benefits Costs

            NPV$29k

            NPV$58k

            $50

            $100

            $150

            $200

            $250

            $300

            ValueofResilience Balance costofsystem with

            grid-connectedbenefits (billreduction)

            reference [2] 17

            Outage3 ($42k)

            Energy45 ($666k)

            Demand53 ($789k)BAU

            Costs$1497k

            $0

            Am

            ount

            in T

            hous

            ands

            ($)

            Optimal Solution PV 113 kWBattery 5 kW 6 kWh

            Optimal Solution PV 134 kWBattery 32 kW 79 kWh

            Resiliency Not Valued Resiliency Valued

            CapEx OampM

            Energy Savings Demand Charge Savings

            Avoided Outage Costs

            (excluding micro-grid hardware)

            (excluding micro-grid hardware)

            Benefits Costs Benefits Costs

            NPV$29k

            NPV$58k

            $50

            $100

            $150

            $200

            $250

            $300

            ValueofResilience Balance costofsystem with

            grid-connectedbenefits (billreduction) and

            resiliency benefits

            reference [2] 18

            Challenges

            bull Controls bull Numerousactiveandproposedresearchactivities

            bull Benefitsaredifficulttounderstandandquantify bull REoptLite designedtohelp

            bull Resiliency bull Microgridscanbeexpensive bull Difficulttodeterminevalueoflostload bull Difficulttomonetizeresilience

            Recommendedreadingreference[7] 19

            ChallengesControls Whatchargesthebatterymatters

            reference [3] 20

            ChallengesControls DispatchingandIslanding

            21

            ExcessPV

            ChallengesUnderstandingandQuantifyingBenefits

            developernrelgovdocsenergy-optimizationreopt-v1

            reoptnrelgovtool

            NewResilienceCapabilitiesreleasedJune2018

            system designed to survive 24 hour outagehas negativeNPV

            accountingforAvoidedOutageCosts canmakeprojectNPVpositive

            23

            Summary

            WhenSolar+StorageMakeSense bull Grid-connectedbenefitsfromtariffwithdemandchargesandortime-of-useenergycharges

            bull Ancillaryservicemarkets bull ValueofResilience

            Hurdles bull Controlsystems bull Difficulttoquantifybenefits especiallytoplaceavalueonresilience

            24

            Thankyou

            wwwnrelgov

            NRELPR-7A40-71813

            NRELisanationallaboratoryoftheUSDepartmentofEnergyOfficeofEnergyEfficiency andRenewableEnergyoperatedbytheAllianceforSustainableEnergyLLC

            References httpsopeneiorgwikiSolar+Storagereoptnrelgov

            [1] Joyce McLaren Kate Anderson Nick Laws Pieter Gagnon Nicholas DiOrio Xiangkun LiIdentifying Critical Factors in the Cost-effectiveness of Solar and Battery Storage in Commercial BuildingsNRELPR-6A20-70813 February 2018

            [2] Nicholas D Laws Kate Anderson Nicholas A DiOrio Xiangkun Li Joyce McLarenImpacts of valuing resilience on cost-optimal PV and storage systems for commercial buildingsRenewable Energy Volume 127 2018 Pages 896-909 httpsdoiorg101016jrenene201805011

            [3] Emma Elgqvist Kate Anderson and Edward Settle Federal Tax Incentives for Energy Storage SystemsNRELFS-7A40-70384 January 2018

            [4] Eric OShaughnessy Dylan Cutler Kristen Ardani Robert MargolisSolar plus Optimization of distributed solar PV through battery storage and dispatchable load in residential buildingsApplied Energy Volume 213 2018 httpsdoiorg101016japenergy201712118

            [5] Kate Anderson Dylan Cutler Nick DiOrio Emma Elgqvist Nick Laws Dan Olis Andy WalkerOptimizing Storage and Renewable Energy Systems with REoptNRELPO-7A40-70333 December 2017

            [6] Otto VanGeet Emma ElgqvistCampus Energy Approach REopt Overview and Solar for UniversitiesNRELPR-7A40-70252 October 2017

            [7] Kate Anderson Nicholas D Laws Spencer Marr Lars Lisell Tony Jimenez Tria Case Xiangkun Li Dag Lohmann Dylan CutlerQuantifying and Monetizing Renewable Energy Resiliency Sustainability 10(4) 933 2018 httpsdoiorg103390su10040933

            26

            Disclaimer

            ThisworkwasauthoredbytheNationalRenewableEnergyLaboratory operatedbyAllianceforSustainableEnergy LLC fortheUSDepartmentofEnergy (DOE)underContractNoDE-AC36-08GO28308Funding provided by US Department of Energy Office of Energy Efficiency and Renewable Energy Federal Energy Management Program by the US Department of Energy Office of Energy Efficiency and Renewable Energy Solar Energy Technologies Office and by the Clean Energy Group Theviewsexpressedinthearticle donotnecessarilyrepresenttheviewsoftheDOEortheUSGovernmentTheUS Governmentretainsandthepublisher byacceptingthearticleforpublication acknowledgesthattheUSGovernmentretainsanonexclusive paid-up irrevocable worldwidelicensetopublishorreproducethepublishedformofthiswork orallow otherstodoso forUSGovernmentpurposes

            27

            • When Solar+Storage Make Sense
            • Costs vs Benefits
            • REopt
            • Sunlamp Study
            • Value of Resilience
            • Challenges
            • Summary

              Solar+Storagewithflatdemandcharges

              Cost-optimaldemandtarget

              7

              Astepback

              1 Efficiencymeasurescomefirst 2 Demandmanagement(dependsoncosttoimplement) 3 Solar+Storage

              8

              Abilitytoshiftloadaffectsstoragesizinganddispatch 3

              025

              Nodemand 2

              TOUEnergyRate($kWh)

              SmallerSolar+Storagesystem

              EnergyRate($kWh)

              EnergyRate($kWh)

              kW

              kWmanagement 020

              1

              015 0

              Cost-optimaldispatches fromREopt

              3 025

              2With demand 020 management 1

              015 0

              Recommendedreading reference [4] 9

              SunlampStudy

              reference [1] 10

              SunlampStudy

              AllscenariosresultinginSolar+Storagehad

              andor

              reference [1] 11

              SunlampResultsRateStructurewhenS+Siseconomical

              Everyscenariowithacost-optimalSolar+Storagesystemhadeither bull Demandcharges(TOUandorflat) bull TOU Energy rates bull orBoth

              However notallscenarioswithdemandchargesandorTOU energyratesresultinS+Ssystems

              12

              TOUEnergy+DemandCharges

              SunlampResultsRateStructurewhenS+Siseconomical

              Everyscenariowithacost-optimalSolar+Storagesystemhadeither bull Demandcharges(TOUandorflat) bull TOU Energy rates bull orBoth

              However notallscenarioswithdemandchargesandorTOU energyratesresultinS+Ssystems

              62ofscenarioswithS+S 13

              SunlampLoweringTechCosts Ascostslower Solar+Storageiseconomicalwithlesscomplexratestructures

              LoweringTechCosts

              72 62 58 47

              14Solar+StoragescenarioswithTOUEnergy+DemandCharges

              Otherpotentialbenefits

              bull Ancillaryservicemarkets bull Feed-inTariffsandNetEnergyMetering bull Resiliency

              15

              Otherpotentialbenefits

              bull Ancillaryservicemarkets bull Feed-inTariffsandNetEnergyMetering bull Resiliency

              16

              Outage3 ($42k)

              Energy45 ($666k)

              Demand53 ($789k)BAU

              Costs$1497k

              $0

              Am

              ount

              in T

              hous

              ands

              ($)

              Optimal Solution PV 113 kWBattery 5 kW 6 kWh

              Optimal Solution PV 134 kWBattery 32 kW 79 kWh

              Resiliency Not Valued Resiliency Valued

              CapEx OampM

              Energy Savings Demand Charge Savings

              Avoided Outage Costs

              (excluding micro-grid hardware)

              (excluding micro-grid hardware)

              Benefits Costs Benefits Costs

              NPV$29k

              NPV$58k

              $50

              $100

              $150

              $200

              $250

              $300

              ValueofResilience Balance costofsystem with

              grid-connectedbenefits (billreduction)

              reference [2] 17

              Outage3 ($42k)

              Energy45 ($666k)

              Demand53 ($789k)BAU

              Costs$1497k

              $0

              Am

              ount

              in T

              hous

              ands

              ($)

              Optimal Solution PV 113 kWBattery 5 kW 6 kWh

              Optimal Solution PV 134 kWBattery 32 kW 79 kWh

              Resiliency Not Valued Resiliency Valued

              CapEx OampM

              Energy Savings Demand Charge Savings

              Avoided Outage Costs

              (excluding micro-grid hardware)

              (excluding micro-grid hardware)

              Benefits Costs Benefits Costs

              NPV$29k

              NPV$58k

              $50

              $100

              $150

              $200

              $250

              $300

              ValueofResilience Balance costofsystem with

              grid-connectedbenefits (billreduction) and

              resiliency benefits

              reference [2] 18

              Challenges

              bull Controls bull Numerousactiveandproposedresearchactivities

              bull Benefitsaredifficulttounderstandandquantify bull REoptLite designedtohelp

              bull Resiliency bull Microgridscanbeexpensive bull Difficulttodeterminevalueoflostload bull Difficulttomonetizeresilience

              Recommendedreadingreference[7] 19

              ChallengesControls Whatchargesthebatterymatters

              reference [3] 20

              ChallengesControls DispatchingandIslanding

              21

              ExcessPV

              ChallengesUnderstandingandQuantifyingBenefits

              developernrelgovdocsenergy-optimizationreopt-v1

              reoptnrelgovtool

              NewResilienceCapabilitiesreleasedJune2018

              system designed to survive 24 hour outagehas negativeNPV

              accountingforAvoidedOutageCosts canmakeprojectNPVpositive

              23

              Summary

              WhenSolar+StorageMakeSense bull Grid-connectedbenefitsfromtariffwithdemandchargesandortime-of-useenergycharges

              bull Ancillaryservicemarkets bull ValueofResilience

              Hurdles bull Controlsystems bull Difficulttoquantifybenefits especiallytoplaceavalueonresilience

              24

              Thankyou

              wwwnrelgov

              NRELPR-7A40-71813

              NRELisanationallaboratoryoftheUSDepartmentofEnergyOfficeofEnergyEfficiency andRenewableEnergyoperatedbytheAllianceforSustainableEnergyLLC

              References httpsopeneiorgwikiSolar+Storagereoptnrelgov

              [1] Joyce McLaren Kate Anderson Nick Laws Pieter Gagnon Nicholas DiOrio Xiangkun LiIdentifying Critical Factors in the Cost-effectiveness of Solar and Battery Storage in Commercial BuildingsNRELPR-6A20-70813 February 2018

              [2] Nicholas D Laws Kate Anderson Nicholas A DiOrio Xiangkun Li Joyce McLarenImpacts of valuing resilience on cost-optimal PV and storage systems for commercial buildingsRenewable Energy Volume 127 2018 Pages 896-909 httpsdoiorg101016jrenene201805011

              [3] Emma Elgqvist Kate Anderson and Edward Settle Federal Tax Incentives for Energy Storage SystemsNRELFS-7A40-70384 January 2018

              [4] Eric OShaughnessy Dylan Cutler Kristen Ardani Robert MargolisSolar plus Optimization of distributed solar PV through battery storage and dispatchable load in residential buildingsApplied Energy Volume 213 2018 httpsdoiorg101016japenergy201712118

              [5] Kate Anderson Dylan Cutler Nick DiOrio Emma Elgqvist Nick Laws Dan Olis Andy WalkerOptimizing Storage and Renewable Energy Systems with REoptNRELPO-7A40-70333 December 2017

              [6] Otto VanGeet Emma ElgqvistCampus Energy Approach REopt Overview and Solar for UniversitiesNRELPR-7A40-70252 October 2017

              [7] Kate Anderson Nicholas D Laws Spencer Marr Lars Lisell Tony Jimenez Tria Case Xiangkun Li Dag Lohmann Dylan CutlerQuantifying and Monetizing Renewable Energy Resiliency Sustainability 10(4) 933 2018 httpsdoiorg103390su10040933

              26

              Disclaimer

              ThisworkwasauthoredbytheNationalRenewableEnergyLaboratory operatedbyAllianceforSustainableEnergy LLC fortheUSDepartmentofEnergy (DOE)underContractNoDE-AC36-08GO28308Funding provided by US Department of Energy Office of Energy Efficiency and Renewable Energy Federal Energy Management Program by the US Department of Energy Office of Energy Efficiency and Renewable Energy Solar Energy Technologies Office and by the Clean Energy Group Theviewsexpressedinthearticle donotnecessarilyrepresenttheviewsoftheDOEortheUSGovernmentTheUS Governmentretainsandthepublisher byacceptingthearticleforpublication acknowledgesthattheUSGovernmentretainsanonexclusive paid-up irrevocable worldwidelicensetopublishorreproducethepublishedformofthiswork orallow otherstodoso forUSGovernmentpurposes

              27

              • When Solar+Storage Make Sense
              • Costs vs Benefits
              • REopt
              • Sunlamp Study
              • Value of Resilience
              • Challenges
              • Summary

                Astepback

                1 Efficiencymeasurescomefirst 2 Demandmanagement(dependsoncosttoimplement) 3 Solar+Storage

                8

                Abilitytoshiftloadaffectsstoragesizinganddispatch 3

                025

                Nodemand 2

                TOUEnergyRate($kWh)

                SmallerSolar+Storagesystem

                EnergyRate($kWh)

                EnergyRate($kWh)

                kW

                kWmanagement 020

                1

                015 0

                Cost-optimaldispatches fromREopt

                3 025

                2With demand 020 management 1

                015 0

                Recommendedreading reference [4] 9

                SunlampStudy

                reference [1] 10

                SunlampStudy

                AllscenariosresultinginSolar+Storagehad

                andor

                reference [1] 11

                SunlampResultsRateStructurewhenS+Siseconomical

                Everyscenariowithacost-optimalSolar+Storagesystemhadeither bull Demandcharges(TOUandorflat) bull TOU Energy rates bull orBoth

                However notallscenarioswithdemandchargesandorTOU energyratesresultinS+Ssystems

                12

                TOUEnergy+DemandCharges

                SunlampResultsRateStructurewhenS+Siseconomical

                Everyscenariowithacost-optimalSolar+Storagesystemhadeither bull Demandcharges(TOUandorflat) bull TOU Energy rates bull orBoth

                However notallscenarioswithdemandchargesandorTOU energyratesresultinS+Ssystems

                62ofscenarioswithS+S 13

                SunlampLoweringTechCosts Ascostslower Solar+Storageiseconomicalwithlesscomplexratestructures

                LoweringTechCosts

                72 62 58 47

                14Solar+StoragescenarioswithTOUEnergy+DemandCharges

                Otherpotentialbenefits

                bull Ancillaryservicemarkets bull Feed-inTariffsandNetEnergyMetering bull Resiliency

                15

                Otherpotentialbenefits

                bull Ancillaryservicemarkets bull Feed-inTariffsandNetEnergyMetering bull Resiliency

                16

                Outage3 ($42k)

                Energy45 ($666k)

                Demand53 ($789k)BAU

                Costs$1497k

                $0

                Am

                ount

                in T

                hous

                ands

                ($)

                Optimal Solution PV 113 kWBattery 5 kW 6 kWh

                Optimal Solution PV 134 kWBattery 32 kW 79 kWh

                Resiliency Not Valued Resiliency Valued

                CapEx OampM

                Energy Savings Demand Charge Savings

                Avoided Outage Costs

                (excluding micro-grid hardware)

                (excluding micro-grid hardware)

                Benefits Costs Benefits Costs

                NPV$29k

                NPV$58k

                $50

                $100

                $150

                $200

                $250

                $300

                ValueofResilience Balance costofsystem with

                grid-connectedbenefits (billreduction)

                reference [2] 17

                Outage3 ($42k)

                Energy45 ($666k)

                Demand53 ($789k)BAU

                Costs$1497k

                $0

                Am

                ount

                in T

                hous

                ands

                ($)

                Optimal Solution PV 113 kWBattery 5 kW 6 kWh

                Optimal Solution PV 134 kWBattery 32 kW 79 kWh

                Resiliency Not Valued Resiliency Valued

                CapEx OampM

                Energy Savings Demand Charge Savings

                Avoided Outage Costs

                (excluding micro-grid hardware)

                (excluding micro-grid hardware)

                Benefits Costs Benefits Costs

                NPV$29k

                NPV$58k

                $50

                $100

                $150

                $200

                $250

                $300

                ValueofResilience Balance costofsystem with

                grid-connectedbenefits (billreduction) and

                resiliency benefits

                reference [2] 18

                Challenges

                bull Controls bull Numerousactiveandproposedresearchactivities

                bull Benefitsaredifficulttounderstandandquantify bull REoptLite designedtohelp

                bull Resiliency bull Microgridscanbeexpensive bull Difficulttodeterminevalueoflostload bull Difficulttomonetizeresilience

                Recommendedreadingreference[7] 19

                ChallengesControls Whatchargesthebatterymatters

                reference [3] 20

                ChallengesControls DispatchingandIslanding

                21

                ExcessPV

                ChallengesUnderstandingandQuantifyingBenefits

                developernrelgovdocsenergy-optimizationreopt-v1

                reoptnrelgovtool

                NewResilienceCapabilitiesreleasedJune2018

                system designed to survive 24 hour outagehas negativeNPV

                accountingforAvoidedOutageCosts canmakeprojectNPVpositive

                23

                Summary

                WhenSolar+StorageMakeSense bull Grid-connectedbenefitsfromtariffwithdemandchargesandortime-of-useenergycharges

                bull Ancillaryservicemarkets bull ValueofResilience

                Hurdles bull Controlsystems bull Difficulttoquantifybenefits especiallytoplaceavalueonresilience

                24

                Thankyou

                wwwnrelgov

                NRELPR-7A40-71813

                NRELisanationallaboratoryoftheUSDepartmentofEnergyOfficeofEnergyEfficiency andRenewableEnergyoperatedbytheAllianceforSustainableEnergyLLC

                References httpsopeneiorgwikiSolar+Storagereoptnrelgov

                [1] Joyce McLaren Kate Anderson Nick Laws Pieter Gagnon Nicholas DiOrio Xiangkun LiIdentifying Critical Factors in the Cost-effectiveness of Solar and Battery Storage in Commercial BuildingsNRELPR-6A20-70813 February 2018

                [2] Nicholas D Laws Kate Anderson Nicholas A DiOrio Xiangkun Li Joyce McLarenImpacts of valuing resilience on cost-optimal PV and storage systems for commercial buildingsRenewable Energy Volume 127 2018 Pages 896-909 httpsdoiorg101016jrenene201805011

                [3] Emma Elgqvist Kate Anderson and Edward Settle Federal Tax Incentives for Energy Storage SystemsNRELFS-7A40-70384 January 2018

                [4] Eric OShaughnessy Dylan Cutler Kristen Ardani Robert MargolisSolar plus Optimization of distributed solar PV through battery storage and dispatchable load in residential buildingsApplied Energy Volume 213 2018 httpsdoiorg101016japenergy201712118

                [5] Kate Anderson Dylan Cutler Nick DiOrio Emma Elgqvist Nick Laws Dan Olis Andy WalkerOptimizing Storage and Renewable Energy Systems with REoptNRELPO-7A40-70333 December 2017

                [6] Otto VanGeet Emma ElgqvistCampus Energy Approach REopt Overview and Solar for UniversitiesNRELPR-7A40-70252 October 2017

                [7] Kate Anderson Nicholas D Laws Spencer Marr Lars Lisell Tony Jimenez Tria Case Xiangkun Li Dag Lohmann Dylan CutlerQuantifying and Monetizing Renewable Energy Resiliency Sustainability 10(4) 933 2018 httpsdoiorg103390su10040933

                26

                Disclaimer

                ThisworkwasauthoredbytheNationalRenewableEnergyLaboratory operatedbyAllianceforSustainableEnergy LLC fortheUSDepartmentofEnergy (DOE)underContractNoDE-AC36-08GO28308Funding provided by US Department of Energy Office of Energy Efficiency and Renewable Energy Federal Energy Management Program by the US Department of Energy Office of Energy Efficiency and Renewable Energy Solar Energy Technologies Office and by the Clean Energy Group Theviewsexpressedinthearticle donotnecessarilyrepresenttheviewsoftheDOEortheUSGovernmentTheUS Governmentretainsandthepublisher byacceptingthearticleforpublication acknowledgesthattheUSGovernmentretainsanonexclusive paid-up irrevocable worldwidelicensetopublishorreproducethepublishedformofthiswork orallow otherstodoso forUSGovernmentpurposes

                27

                • When Solar+Storage Make Sense
                • Costs vs Benefits
                • REopt
                • Sunlamp Study
                • Value of Resilience
                • Challenges
                • Summary

                  Abilitytoshiftloadaffectsstoragesizinganddispatch 3

                  025

                  Nodemand 2

                  TOUEnergyRate($kWh)

                  SmallerSolar+Storagesystem

                  EnergyRate($kWh)

                  EnergyRate($kWh)

                  kW

                  kWmanagement 020

                  1

                  015 0

                  Cost-optimaldispatches fromREopt

                  3 025

                  2With demand 020 management 1

                  015 0

                  Recommendedreading reference [4] 9

                  SunlampStudy

                  reference [1] 10

                  SunlampStudy

                  AllscenariosresultinginSolar+Storagehad

                  andor

                  reference [1] 11

                  SunlampResultsRateStructurewhenS+Siseconomical

                  Everyscenariowithacost-optimalSolar+Storagesystemhadeither bull Demandcharges(TOUandorflat) bull TOU Energy rates bull orBoth

                  However notallscenarioswithdemandchargesandorTOU energyratesresultinS+Ssystems

                  12

                  TOUEnergy+DemandCharges

                  SunlampResultsRateStructurewhenS+Siseconomical

                  Everyscenariowithacost-optimalSolar+Storagesystemhadeither bull Demandcharges(TOUandorflat) bull TOU Energy rates bull orBoth

                  However notallscenarioswithdemandchargesandorTOU energyratesresultinS+Ssystems

                  62ofscenarioswithS+S 13

                  SunlampLoweringTechCosts Ascostslower Solar+Storageiseconomicalwithlesscomplexratestructures

                  LoweringTechCosts

                  72 62 58 47

                  14Solar+StoragescenarioswithTOUEnergy+DemandCharges

                  Otherpotentialbenefits

                  bull Ancillaryservicemarkets bull Feed-inTariffsandNetEnergyMetering bull Resiliency

                  15

                  Otherpotentialbenefits

                  bull Ancillaryservicemarkets bull Feed-inTariffsandNetEnergyMetering bull Resiliency

                  16

                  Outage3 ($42k)

                  Energy45 ($666k)

                  Demand53 ($789k)BAU

                  Costs$1497k

                  $0

                  Am

                  ount

                  in T

                  hous

                  ands

                  ($)

                  Optimal Solution PV 113 kWBattery 5 kW 6 kWh

                  Optimal Solution PV 134 kWBattery 32 kW 79 kWh

                  Resiliency Not Valued Resiliency Valued

                  CapEx OampM

                  Energy Savings Demand Charge Savings

                  Avoided Outage Costs

                  (excluding micro-grid hardware)

                  (excluding micro-grid hardware)

                  Benefits Costs Benefits Costs

                  NPV$29k

                  NPV$58k

                  $50

                  $100

                  $150

                  $200

                  $250

                  $300

                  ValueofResilience Balance costofsystem with

                  grid-connectedbenefits (billreduction)

                  reference [2] 17

                  Outage3 ($42k)

                  Energy45 ($666k)

                  Demand53 ($789k)BAU

                  Costs$1497k

                  $0

                  Am

                  ount

                  in T

                  hous

                  ands

                  ($)

                  Optimal Solution PV 113 kWBattery 5 kW 6 kWh

                  Optimal Solution PV 134 kWBattery 32 kW 79 kWh

                  Resiliency Not Valued Resiliency Valued

                  CapEx OampM

                  Energy Savings Demand Charge Savings

                  Avoided Outage Costs

                  (excluding micro-grid hardware)

                  (excluding micro-grid hardware)

                  Benefits Costs Benefits Costs

                  NPV$29k

                  NPV$58k

                  $50

                  $100

                  $150

                  $200

                  $250

                  $300

                  ValueofResilience Balance costofsystem with

                  grid-connectedbenefits (billreduction) and

                  resiliency benefits

                  reference [2] 18

                  Challenges

                  bull Controls bull Numerousactiveandproposedresearchactivities

                  bull Benefitsaredifficulttounderstandandquantify bull REoptLite designedtohelp

                  bull Resiliency bull Microgridscanbeexpensive bull Difficulttodeterminevalueoflostload bull Difficulttomonetizeresilience

                  Recommendedreadingreference[7] 19

                  ChallengesControls Whatchargesthebatterymatters

                  reference [3] 20

                  ChallengesControls DispatchingandIslanding

                  21

                  ExcessPV

                  ChallengesUnderstandingandQuantifyingBenefits

                  developernrelgovdocsenergy-optimizationreopt-v1

                  reoptnrelgovtool

                  NewResilienceCapabilitiesreleasedJune2018

                  system designed to survive 24 hour outagehas negativeNPV

                  accountingforAvoidedOutageCosts canmakeprojectNPVpositive

                  23

                  Summary

                  WhenSolar+StorageMakeSense bull Grid-connectedbenefitsfromtariffwithdemandchargesandortime-of-useenergycharges

                  bull Ancillaryservicemarkets bull ValueofResilience

                  Hurdles bull Controlsystems bull Difficulttoquantifybenefits especiallytoplaceavalueonresilience

                  24

                  Thankyou

                  wwwnrelgov

                  NRELPR-7A40-71813

                  NRELisanationallaboratoryoftheUSDepartmentofEnergyOfficeofEnergyEfficiency andRenewableEnergyoperatedbytheAllianceforSustainableEnergyLLC

                  References httpsopeneiorgwikiSolar+Storagereoptnrelgov

                  [1] Joyce McLaren Kate Anderson Nick Laws Pieter Gagnon Nicholas DiOrio Xiangkun LiIdentifying Critical Factors in the Cost-effectiveness of Solar and Battery Storage in Commercial BuildingsNRELPR-6A20-70813 February 2018

                  [2] Nicholas D Laws Kate Anderson Nicholas A DiOrio Xiangkun Li Joyce McLarenImpacts of valuing resilience on cost-optimal PV and storage systems for commercial buildingsRenewable Energy Volume 127 2018 Pages 896-909 httpsdoiorg101016jrenene201805011

                  [3] Emma Elgqvist Kate Anderson and Edward Settle Federal Tax Incentives for Energy Storage SystemsNRELFS-7A40-70384 January 2018

                  [4] Eric OShaughnessy Dylan Cutler Kristen Ardani Robert MargolisSolar plus Optimization of distributed solar PV through battery storage and dispatchable load in residential buildingsApplied Energy Volume 213 2018 httpsdoiorg101016japenergy201712118

                  [5] Kate Anderson Dylan Cutler Nick DiOrio Emma Elgqvist Nick Laws Dan Olis Andy WalkerOptimizing Storage and Renewable Energy Systems with REoptNRELPO-7A40-70333 December 2017

                  [6] Otto VanGeet Emma ElgqvistCampus Energy Approach REopt Overview and Solar for UniversitiesNRELPR-7A40-70252 October 2017

                  [7] Kate Anderson Nicholas D Laws Spencer Marr Lars Lisell Tony Jimenez Tria Case Xiangkun Li Dag Lohmann Dylan CutlerQuantifying and Monetizing Renewable Energy Resiliency Sustainability 10(4) 933 2018 httpsdoiorg103390su10040933

                  26

                  Disclaimer

                  ThisworkwasauthoredbytheNationalRenewableEnergyLaboratory operatedbyAllianceforSustainableEnergy LLC fortheUSDepartmentofEnergy (DOE)underContractNoDE-AC36-08GO28308Funding provided by US Department of Energy Office of Energy Efficiency and Renewable Energy Federal Energy Management Program by the US Department of Energy Office of Energy Efficiency and Renewable Energy Solar Energy Technologies Office and by the Clean Energy Group Theviewsexpressedinthearticle donotnecessarilyrepresenttheviewsoftheDOEortheUSGovernmentTheUS Governmentretainsandthepublisher byacceptingthearticleforpublication acknowledgesthattheUSGovernmentretainsanonexclusive paid-up irrevocable worldwidelicensetopublishorreproducethepublishedformofthiswork orallow otherstodoso forUSGovernmentpurposes

                  27

                  • When Solar+Storage Make Sense
                  • Costs vs Benefits
                  • REopt
                  • Sunlamp Study
                  • Value of Resilience
                  • Challenges
                  • Summary

                    SunlampStudy

                    reference [1] 10

                    SunlampStudy

                    AllscenariosresultinginSolar+Storagehad

                    andor

                    reference [1] 11

                    SunlampResultsRateStructurewhenS+Siseconomical

                    Everyscenariowithacost-optimalSolar+Storagesystemhadeither bull Demandcharges(TOUandorflat) bull TOU Energy rates bull orBoth

                    However notallscenarioswithdemandchargesandorTOU energyratesresultinS+Ssystems

                    12

                    TOUEnergy+DemandCharges

                    SunlampResultsRateStructurewhenS+Siseconomical

                    Everyscenariowithacost-optimalSolar+Storagesystemhadeither bull Demandcharges(TOUandorflat) bull TOU Energy rates bull orBoth

                    However notallscenarioswithdemandchargesandorTOU energyratesresultinS+Ssystems

                    62ofscenarioswithS+S 13

                    SunlampLoweringTechCosts Ascostslower Solar+Storageiseconomicalwithlesscomplexratestructures

                    LoweringTechCosts

                    72 62 58 47

                    14Solar+StoragescenarioswithTOUEnergy+DemandCharges

                    Otherpotentialbenefits

                    bull Ancillaryservicemarkets bull Feed-inTariffsandNetEnergyMetering bull Resiliency

                    15

                    Otherpotentialbenefits

                    bull Ancillaryservicemarkets bull Feed-inTariffsandNetEnergyMetering bull Resiliency

                    16

                    Outage3 ($42k)

                    Energy45 ($666k)

                    Demand53 ($789k)BAU

                    Costs$1497k

                    $0

                    Am

                    ount

                    in T

                    hous

                    ands

                    ($)

                    Optimal Solution PV 113 kWBattery 5 kW 6 kWh

                    Optimal Solution PV 134 kWBattery 32 kW 79 kWh

                    Resiliency Not Valued Resiliency Valued

                    CapEx OampM

                    Energy Savings Demand Charge Savings

                    Avoided Outage Costs

                    (excluding micro-grid hardware)

                    (excluding micro-grid hardware)

                    Benefits Costs Benefits Costs

                    NPV$29k

                    NPV$58k

                    $50

                    $100

                    $150

                    $200

                    $250

                    $300

                    ValueofResilience Balance costofsystem with

                    grid-connectedbenefits (billreduction)

                    reference [2] 17

                    Outage3 ($42k)

                    Energy45 ($666k)

                    Demand53 ($789k)BAU

                    Costs$1497k

                    $0

                    Am

                    ount

                    in T

                    hous

                    ands

                    ($)

                    Optimal Solution PV 113 kWBattery 5 kW 6 kWh

                    Optimal Solution PV 134 kWBattery 32 kW 79 kWh

                    Resiliency Not Valued Resiliency Valued

                    CapEx OampM

                    Energy Savings Demand Charge Savings

                    Avoided Outage Costs

                    (excluding micro-grid hardware)

                    (excluding micro-grid hardware)

                    Benefits Costs Benefits Costs

                    NPV$29k

                    NPV$58k

                    $50

                    $100

                    $150

                    $200

                    $250

                    $300

                    ValueofResilience Balance costofsystem with

                    grid-connectedbenefits (billreduction) and

                    resiliency benefits

                    reference [2] 18

                    Challenges

                    bull Controls bull Numerousactiveandproposedresearchactivities

                    bull Benefitsaredifficulttounderstandandquantify bull REoptLite designedtohelp

                    bull Resiliency bull Microgridscanbeexpensive bull Difficulttodeterminevalueoflostload bull Difficulttomonetizeresilience

                    Recommendedreadingreference[7] 19

                    ChallengesControls Whatchargesthebatterymatters

                    reference [3] 20

                    ChallengesControls DispatchingandIslanding

                    21

                    ExcessPV

                    ChallengesUnderstandingandQuantifyingBenefits

                    developernrelgovdocsenergy-optimizationreopt-v1

                    reoptnrelgovtool

                    NewResilienceCapabilitiesreleasedJune2018

                    system designed to survive 24 hour outagehas negativeNPV

                    accountingforAvoidedOutageCosts canmakeprojectNPVpositive

                    23

                    Summary

                    WhenSolar+StorageMakeSense bull Grid-connectedbenefitsfromtariffwithdemandchargesandortime-of-useenergycharges

                    bull Ancillaryservicemarkets bull ValueofResilience

                    Hurdles bull Controlsystems bull Difficulttoquantifybenefits especiallytoplaceavalueonresilience

                    24

                    Thankyou

                    wwwnrelgov

                    NRELPR-7A40-71813

                    NRELisanationallaboratoryoftheUSDepartmentofEnergyOfficeofEnergyEfficiency andRenewableEnergyoperatedbytheAllianceforSustainableEnergyLLC

                    References httpsopeneiorgwikiSolar+Storagereoptnrelgov

                    [1] Joyce McLaren Kate Anderson Nick Laws Pieter Gagnon Nicholas DiOrio Xiangkun LiIdentifying Critical Factors in the Cost-effectiveness of Solar and Battery Storage in Commercial BuildingsNRELPR-6A20-70813 February 2018

                    [2] Nicholas D Laws Kate Anderson Nicholas A DiOrio Xiangkun Li Joyce McLarenImpacts of valuing resilience on cost-optimal PV and storage systems for commercial buildingsRenewable Energy Volume 127 2018 Pages 896-909 httpsdoiorg101016jrenene201805011

                    [3] Emma Elgqvist Kate Anderson and Edward Settle Federal Tax Incentives for Energy Storage SystemsNRELFS-7A40-70384 January 2018

                    [4] Eric OShaughnessy Dylan Cutler Kristen Ardani Robert MargolisSolar plus Optimization of distributed solar PV through battery storage and dispatchable load in residential buildingsApplied Energy Volume 213 2018 httpsdoiorg101016japenergy201712118

                    [5] Kate Anderson Dylan Cutler Nick DiOrio Emma Elgqvist Nick Laws Dan Olis Andy WalkerOptimizing Storage and Renewable Energy Systems with REoptNRELPO-7A40-70333 December 2017

                    [6] Otto VanGeet Emma ElgqvistCampus Energy Approach REopt Overview and Solar for UniversitiesNRELPR-7A40-70252 October 2017

                    [7] Kate Anderson Nicholas D Laws Spencer Marr Lars Lisell Tony Jimenez Tria Case Xiangkun Li Dag Lohmann Dylan CutlerQuantifying and Monetizing Renewable Energy Resiliency Sustainability 10(4) 933 2018 httpsdoiorg103390su10040933

                    26

                    Disclaimer

                    ThisworkwasauthoredbytheNationalRenewableEnergyLaboratory operatedbyAllianceforSustainableEnergy LLC fortheUSDepartmentofEnergy (DOE)underContractNoDE-AC36-08GO28308Funding provided by US Department of Energy Office of Energy Efficiency and Renewable Energy Federal Energy Management Program by the US Department of Energy Office of Energy Efficiency and Renewable Energy Solar Energy Technologies Office and by the Clean Energy Group Theviewsexpressedinthearticle donotnecessarilyrepresenttheviewsoftheDOEortheUSGovernmentTheUS Governmentretainsandthepublisher byacceptingthearticleforpublication acknowledgesthattheUSGovernmentretainsanonexclusive paid-up irrevocable worldwidelicensetopublishorreproducethepublishedformofthiswork orallow otherstodoso forUSGovernmentpurposes

                    27

                    • When Solar+Storage Make Sense
                    • Costs vs Benefits
                    • REopt
                    • Sunlamp Study
                    • Value of Resilience
                    • Challenges
                    • Summary

                      SunlampStudy

                      AllscenariosresultinginSolar+Storagehad

                      andor

                      reference [1] 11

                      SunlampResultsRateStructurewhenS+Siseconomical

                      Everyscenariowithacost-optimalSolar+Storagesystemhadeither bull Demandcharges(TOUandorflat) bull TOU Energy rates bull orBoth

                      However notallscenarioswithdemandchargesandorTOU energyratesresultinS+Ssystems

                      12

                      TOUEnergy+DemandCharges

                      SunlampResultsRateStructurewhenS+Siseconomical

                      Everyscenariowithacost-optimalSolar+Storagesystemhadeither bull Demandcharges(TOUandorflat) bull TOU Energy rates bull orBoth

                      However notallscenarioswithdemandchargesandorTOU energyratesresultinS+Ssystems

                      62ofscenarioswithS+S 13

                      SunlampLoweringTechCosts Ascostslower Solar+Storageiseconomicalwithlesscomplexratestructures

                      LoweringTechCosts

                      72 62 58 47

                      14Solar+StoragescenarioswithTOUEnergy+DemandCharges

                      Otherpotentialbenefits

                      bull Ancillaryservicemarkets bull Feed-inTariffsandNetEnergyMetering bull Resiliency

                      15

                      Otherpotentialbenefits

                      bull Ancillaryservicemarkets bull Feed-inTariffsandNetEnergyMetering bull Resiliency

                      16

                      Outage3 ($42k)

                      Energy45 ($666k)

                      Demand53 ($789k)BAU

                      Costs$1497k

                      $0

                      Am

                      ount

                      in T

                      hous

                      ands

                      ($)

                      Optimal Solution PV 113 kWBattery 5 kW 6 kWh

                      Optimal Solution PV 134 kWBattery 32 kW 79 kWh

                      Resiliency Not Valued Resiliency Valued

                      CapEx OampM

                      Energy Savings Demand Charge Savings

                      Avoided Outage Costs

                      (excluding micro-grid hardware)

                      (excluding micro-grid hardware)

                      Benefits Costs Benefits Costs

                      NPV$29k

                      NPV$58k

                      $50

                      $100

                      $150

                      $200

                      $250

                      $300

                      ValueofResilience Balance costofsystem with

                      grid-connectedbenefits (billreduction)

                      reference [2] 17

                      Outage3 ($42k)

                      Energy45 ($666k)

                      Demand53 ($789k)BAU

                      Costs$1497k

                      $0

                      Am

                      ount

                      in T

                      hous

                      ands

                      ($)

                      Optimal Solution PV 113 kWBattery 5 kW 6 kWh

                      Optimal Solution PV 134 kWBattery 32 kW 79 kWh

                      Resiliency Not Valued Resiliency Valued

                      CapEx OampM

                      Energy Savings Demand Charge Savings

                      Avoided Outage Costs

                      (excluding micro-grid hardware)

                      (excluding micro-grid hardware)

                      Benefits Costs Benefits Costs

                      NPV$29k

                      NPV$58k

                      $50

                      $100

                      $150

                      $200

                      $250

                      $300

                      ValueofResilience Balance costofsystem with

                      grid-connectedbenefits (billreduction) and

                      resiliency benefits

                      reference [2] 18

                      Challenges

                      bull Controls bull Numerousactiveandproposedresearchactivities

                      bull Benefitsaredifficulttounderstandandquantify bull REoptLite designedtohelp

                      bull Resiliency bull Microgridscanbeexpensive bull Difficulttodeterminevalueoflostload bull Difficulttomonetizeresilience

                      Recommendedreadingreference[7] 19

                      ChallengesControls Whatchargesthebatterymatters

                      reference [3] 20

                      ChallengesControls DispatchingandIslanding

                      21

                      ExcessPV

                      ChallengesUnderstandingandQuantifyingBenefits

                      developernrelgovdocsenergy-optimizationreopt-v1

                      reoptnrelgovtool

                      NewResilienceCapabilitiesreleasedJune2018

                      system designed to survive 24 hour outagehas negativeNPV

                      accountingforAvoidedOutageCosts canmakeprojectNPVpositive

                      23

                      Summary

                      WhenSolar+StorageMakeSense bull Grid-connectedbenefitsfromtariffwithdemandchargesandortime-of-useenergycharges

                      bull Ancillaryservicemarkets bull ValueofResilience

                      Hurdles bull Controlsystems bull Difficulttoquantifybenefits especiallytoplaceavalueonresilience

                      24

                      Thankyou

                      wwwnrelgov

                      NRELPR-7A40-71813

                      NRELisanationallaboratoryoftheUSDepartmentofEnergyOfficeofEnergyEfficiency andRenewableEnergyoperatedbytheAllianceforSustainableEnergyLLC

                      References httpsopeneiorgwikiSolar+Storagereoptnrelgov

                      [1] Joyce McLaren Kate Anderson Nick Laws Pieter Gagnon Nicholas DiOrio Xiangkun LiIdentifying Critical Factors in the Cost-effectiveness of Solar and Battery Storage in Commercial BuildingsNRELPR-6A20-70813 February 2018

                      [2] Nicholas D Laws Kate Anderson Nicholas A DiOrio Xiangkun Li Joyce McLarenImpacts of valuing resilience on cost-optimal PV and storage systems for commercial buildingsRenewable Energy Volume 127 2018 Pages 896-909 httpsdoiorg101016jrenene201805011

                      [3] Emma Elgqvist Kate Anderson and Edward Settle Federal Tax Incentives for Energy Storage SystemsNRELFS-7A40-70384 January 2018

                      [4] Eric OShaughnessy Dylan Cutler Kristen Ardani Robert MargolisSolar plus Optimization of distributed solar PV through battery storage and dispatchable load in residential buildingsApplied Energy Volume 213 2018 httpsdoiorg101016japenergy201712118

                      [5] Kate Anderson Dylan Cutler Nick DiOrio Emma Elgqvist Nick Laws Dan Olis Andy WalkerOptimizing Storage and Renewable Energy Systems with REoptNRELPO-7A40-70333 December 2017

                      [6] Otto VanGeet Emma ElgqvistCampus Energy Approach REopt Overview and Solar for UniversitiesNRELPR-7A40-70252 October 2017

                      [7] Kate Anderson Nicholas D Laws Spencer Marr Lars Lisell Tony Jimenez Tria Case Xiangkun Li Dag Lohmann Dylan CutlerQuantifying and Monetizing Renewable Energy Resiliency Sustainability 10(4) 933 2018 httpsdoiorg103390su10040933

                      26

                      Disclaimer

                      ThisworkwasauthoredbytheNationalRenewableEnergyLaboratory operatedbyAllianceforSustainableEnergy LLC fortheUSDepartmentofEnergy (DOE)underContractNoDE-AC36-08GO28308Funding provided by US Department of Energy Office of Energy Efficiency and Renewable Energy Federal Energy Management Program by the US Department of Energy Office of Energy Efficiency and Renewable Energy Solar Energy Technologies Office and by the Clean Energy Group Theviewsexpressedinthearticle donotnecessarilyrepresenttheviewsoftheDOEortheUSGovernmentTheUS Governmentretainsandthepublisher byacceptingthearticleforpublication acknowledgesthattheUSGovernmentretainsanonexclusive paid-up irrevocable worldwidelicensetopublishorreproducethepublishedformofthiswork orallow otherstodoso forUSGovernmentpurposes

                      27

                      • When Solar+Storage Make Sense
                      • Costs vs Benefits
                      • REopt
                      • Sunlamp Study
                      • Value of Resilience
                      • Challenges
                      • Summary

                        SunlampResultsRateStructurewhenS+Siseconomical

                        Everyscenariowithacost-optimalSolar+Storagesystemhadeither bull Demandcharges(TOUandorflat) bull TOU Energy rates bull orBoth

                        However notallscenarioswithdemandchargesandorTOU energyratesresultinS+Ssystems

                        12

                        TOUEnergy+DemandCharges

                        SunlampResultsRateStructurewhenS+Siseconomical

                        Everyscenariowithacost-optimalSolar+Storagesystemhadeither bull Demandcharges(TOUandorflat) bull TOU Energy rates bull orBoth

                        However notallscenarioswithdemandchargesandorTOU energyratesresultinS+Ssystems

                        62ofscenarioswithS+S 13

                        SunlampLoweringTechCosts Ascostslower Solar+Storageiseconomicalwithlesscomplexratestructures

                        LoweringTechCosts

                        72 62 58 47

                        14Solar+StoragescenarioswithTOUEnergy+DemandCharges

                        Otherpotentialbenefits

                        bull Ancillaryservicemarkets bull Feed-inTariffsandNetEnergyMetering bull Resiliency

                        15

                        Otherpotentialbenefits

                        bull Ancillaryservicemarkets bull Feed-inTariffsandNetEnergyMetering bull Resiliency

                        16

                        Outage3 ($42k)

                        Energy45 ($666k)

                        Demand53 ($789k)BAU

                        Costs$1497k

                        $0

                        Am

                        ount

                        in T

                        hous

                        ands

                        ($)

                        Optimal Solution PV 113 kWBattery 5 kW 6 kWh

                        Optimal Solution PV 134 kWBattery 32 kW 79 kWh

                        Resiliency Not Valued Resiliency Valued

                        CapEx OampM

                        Energy Savings Demand Charge Savings

                        Avoided Outage Costs

                        (excluding micro-grid hardware)

                        (excluding micro-grid hardware)

                        Benefits Costs Benefits Costs

                        NPV$29k

                        NPV$58k

                        $50

                        $100

                        $150

                        $200

                        $250

                        $300

                        ValueofResilience Balance costofsystem with

                        grid-connectedbenefits (billreduction)

                        reference [2] 17

                        Outage3 ($42k)

                        Energy45 ($666k)

                        Demand53 ($789k)BAU

                        Costs$1497k

                        $0

                        Am

                        ount

                        in T

                        hous

                        ands

                        ($)

                        Optimal Solution PV 113 kWBattery 5 kW 6 kWh

                        Optimal Solution PV 134 kWBattery 32 kW 79 kWh

                        Resiliency Not Valued Resiliency Valued

                        CapEx OampM

                        Energy Savings Demand Charge Savings

                        Avoided Outage Costs

                        (excluding micro-grid hardware)

                        (excluding micro-grid hardware)

                        Benefits Costs Benefits Costs

                        NPV$29k

                        NPV$58k

                        $50

                        $100

                        $150

                        $200

                        $250

                        $300

                        ValueofResilience Balance costofsystem with

                        grid-connectedbenefits (billreduction) and

                        resiliency benefits

                        reference [2] 18

                        Challenges

                        bull Controls bull Numerousactiveandproposedresearchactivities

                        bull Benefitsaredifficulttounderstandandquantify bull REoptLite designedtohelp

                        bull Resiliency bull Microgridscanbeexpensive bull Difficulttodeterminevalueoflostload bull Difficulttomonetizeresilience

                        Recommendedreadingreference[7] 19

                        ChallengesControls Whatchargesthebatterymatters

                        reference [3] 20

                        ChallengesControls DispatchingandIslanding

                        21

                        ExcessPV

                        ChallengesUnderstandingandQuantifyingBenefits

                        developernrelgovdocsenergy-optimizationreopt-v1

                        reoptnrelgovtool

                        NewResilienceCapabilitiesreleasedJune2018

                        system designed to survive 24 hour outagehas negativeNPV

                        accountingforAvoidedOutageCosts canmakeprojectNPVpositive

                        23

                        Summary

                        WhenSolar+StorageMakeSense bull Grid-connectedbenefitsfromtariffwithdemandchargesandortime-of-useenergycharges

                        bull Ancillaryservicemarkets bull ValueofResilience

                        Hurdles bull Controlsystems bull Difficulttoquantifybenefits especiallytoplaceavalueonresilience

                        24

                        Thankyou

                        wwwnrelgov

                        NRELPR-7A40-71813

                        NRELisanationallaboratoryoftheUSDepartmentofEnergyOfficeofEnergyEfficiency andRenewableEnergyoperatedbytheAllianceforSustainableEnergyLLC

                        References httpsopeneiorgwikiSolar+Storagereoptnrelgov

                        [1] Joyce McLaren Kate Anderson Nick Laws Pieter Gagnon Nicholas DiOrio Xiangkun LiIdentifying Critical Factors in the Cost-effectiveness of Solar and Battery Storage in Commercial BuildingsNRELPR-6A20-70813 February 2018

                        [2] Nicholas D Laws Kate Anderson Nicholas A DiOrio Xiangkun Li Joyce McLarenImpacts of valuing resilience on cost-optimal PV and storage systems for commercial buildingsRenewable Energy Volume 127 2018 Pages 896-909 httpsdoiorg101016jrenene201805011

                        [3] Emma Elgqvist Kate Anderson and Edward Settle Federal Tax Incentives for Energy Storage SystemsNRELFS-7A40-70384 January 2018

                        [4] Eric OShaughnessy Dylan Cutler Kristen Ardani Robert MargolisSolar plus Optimization of distributed solar PV through battery storage and dispatchable load in residential buildingsApplied Energy Volume 213 2018 httpsdoiorg101016japenergy201712118

                        [5] Kate Anderson Dylan Cutler Nick DiOrio Emma Elgqvist Nick Laws Dan Olis Andy WalkerOptimizing Storage and Renewable Energy Systems with REoptNRELPO-7A40-70333 December 2017

                        [6] Otto VanGeet Emma ElgqvistCampus Energy Approach REopt Overview and Solar for UniversitiesNRELPR-7A40-70252 October 2017

                        [7] Kate Anderson Nicholas D Laws Spencer Marr Lars Lisell Tony Jimenez Tria Case Xiangkun Li Dag Lohmann Dylan CutlerQuantifying and Monetizing Renewable Energy Resiliency Sustainability 10(4) 933 2018 httpsdoiorg103390su10040933

                        26

                        Disclaimer

                        ThisworkwasauthoredbytheNationalRenewableEnergyLaboratory operatedbyAllianceforSustainableEnergy LLC fortheUSDepartmentofEnergy (DOE)underContractNoDE-AC36-08GO28308Funding provided by US Department of Energy Office of Energy Efficiency and Renewable Energy Federal Energy Management Program by the US Department of Energy Office of Energy Efficiency and Renewable Energy Solar Energy Technologies Office and by the Clean Energy Group Theviewsexpressedinthearticle donotnecessarilyrepresenttheviewsoftheDOEortheUSGovernmentTheUS Governmentretainsandthepublisher byacceptingthearticleforpublication acknowledgesthattheUSGovernmentretainsanonexclusive paid-up irrevocable worldwidelicensetopublishorreproducethepublishedformofthiswork orallow otherstodoso forUSGovernmentpurposes

                        27

                        • When Solar+Storage Make Sense
                        • Costs vs Benefits
                        • REopt
                        • Sunlamp Study
                        • Value of Resilience
                        • Challenges
                        • Summary

                          TOUEnergy+DemandCharges

                          SunlampResultsRateStructurewhenS+Siseconomical

                          Everyscenariowithacost-optimalSolar+Storagesystemhadeither bull Demandcharges(TOUandorflat) bull TOU Energy rates bull orBoth

                          However notallscenarioswithdemandchargesandorTOU energyratesresultinS+Ssystems

                          62ofscenarioswithS+S 13

                          SunlampLoweringTechCosts Ascostslower Solar+Storageiseconomicalwithlesscomplexratestructures

                          LoweringTechCosts

                          72 62 58 47

                          14Solar+StoragescenarioswithTOUEnergy+DemandCharges

                          Otherpotentialbenefits

                          bull Ancillaryservicemarkets bull Feed-inTariffsandNetEnergyMetering bull Resiliency

                          15

                          Otherpotentialbenefits

                          bull Ancillaryservicemarkets bull Feed-inTariffsandNetEnergyMetering bull Resiliency

                          16

                          Outage3 ($42k)

                          Energy45 ($666k)

                          Demand53 ($789k)BAU

                          Costs$1497k

                          $0

                          Am

                          ount

                          in T

                          hous

                          ands

                          ($)

                          Optimal Solution PV 113 kWBattery 5 kW 6 kWh

                          Optimal Solution PV 134 kWBattery 32 kW 79 kWh

                          Resiliency Not Valued Resiliency Valued

                          CapEx OampM

                          Energy Savings Demand Charge Savings

                          Avoided Outage Costs

                          (excluding micro-grid hardware)

                          (excluding micro-grid hardware)

                          Benefits Costs Benefits Costs

                          NPV$29k

                          NPV$58k

                          $50

                          $100

                          $150

                          $200

                          $250

                          $300

                          ValueofResilience Balance costofsystem with

                          grid-connectedbenefits (billreduction)

                          reference [2] 17

                          Outage3 ($42k)

                          Energy45 ($666k)

                          Demand53 ($789k)BAU

                          Costs$1497k

                          $0

                          Am

                          ount

                          in T

                          hous

                          ands

                          ($)

                          Optimal Solution PV 113 kWBattery 5 kW 6 kWh

                          Optimal Solution PV 134 kWBattery 32 kW 79 kWh

                          Resiliency Not Valued Resiliency Valued

                          CapEx OampM

                          Energy Savings Demand Charge Savings

                          Avoided Outage Costs

                          (excluding micro-grid hardware)

                          (excluding micro-grid hardware)

                          Benefits Costs Benefits Costs

                          NPV$29k

                          NPV$58k

                          $50

                          $100

                          $150

                          $200

                          $250

                          $300

                          ValueofResilience Balance costofsystem with

                          grid-connectedbenefits (billreduction) and

                          resiliency benefits

                          reference [2] 18

                          Challenges

                          bull Controls bull Numerousactiveandproposedresearchactivities

                          bull Benefitsaredifficulttounderstandandquantify bull REoptLite designedtohelp

                          bull Resiliency bull Microgridscanbeexpensive bull Difficulttodeterminevalueoflostload bull Difficulttomonetizeresilience

                          Recommendedreadingreference[7] 19

                          ChallengesControls Whatchargesthebatterymatters

                          reference [3] 20

                          ChallengesControls DispatchingandIslanding

                          21

                          ExcessPV

                          ChallengesUnderstandingandQuantifyingBenefits

                          developernrelgovdocsenergy-optimizationreopt-v1

                          reoptnrelgovtool

                          NewResilienceCapabilitiesreleasedJune2018

                          system designed to survive 24 hour outagehas negativeNPV

                          accountingforAvoidedOutageCosts canmakeprojectNPVpositive

                          23

                          Summary

                          WhenSolar+StorageMakeSense bull Grid-connectedbenefitsfromtariffwithdemandchargesandortime-of-useenergycharges

                          bull Ancillaryservicemarkets bull ValueofResilience

                          Hurdles bull Controlsystems bull Difficulttoquantifybenefits especiallytoplaceavalueonresilience

                          24

                          Thankyou

                          wwwnrelgov

                          NRELPR-7A40-71813

                          NRELisanationallaboratoryoftheUSDepartmentofEnergyOfficeofEnergyEfficiency andRenewableEnergyoperatedbytheAllianceforSustainableEnergyLLC

                          References httpsopeneiorgwikiSolar+Storagereoptnrelgov

                          [1] Joyce McLaren Kate Anderson Nick Laws Pieter Gagnon Nicholas DiOrio Xiangkun LiIdentifying Critical Factors in the Cost-effectiveness of Solar and Battery Storage in Commercial BuildingsNRELPR-6A20-70813 February 2018

                          [2] Nicholas D Laws Kate Anderson Nicholas A DiOrio Xiangkun Li Joyce McLarenImpacts of valuing resilience on cost-optimal PV and storage systems for commercial buildingsRenewable Energy Volume 127 2018 Pages 896-909 httpsdoiorg101016jrenene201805011

                          [3] Emma Elgqvist Kate Anderson and Edward Settle Federal Tax Incentives for Energy Storage SystemsNRELFS-7A40-70384 January 2018

                          [4] Eric OShaughnessy Dylan Cutler Kristen Ardani Robert MargolisSolar plus Optimization of distributed solar PV through battery storage and dispatchable load in residential buildingsApplied Energy Volume 213 2018 httpsdoiorg101016japenergy201712118

                          [5] Kate Anderson Dylan Cutler Nick DiOrio Emma Elgqvist Nick Laws Dan Olis Andy WalkerOptimizing Storage and Renewable Energy Systems with REoptNRELPO-7A40-70333 December 2017

                          [6] Otto VanGeet Emma ElgqvistCampus Energy Approach REopt Overview and Solar for UniversitiesNRELPR-7A40-70252 October 2017

                          [7] Kate Anderson Nicholas D Laws Spencer Marr Lars Lisell Tony Jimenez Tria Case Xiangkun Li Dag Lohmann Dylan CutlerQuantifying and Monetizing Renewable Energy Resiliency Sustainability 10(4) 933 2018 httpsdoiorg103390su10040933

                          26

                          Disclaimer

                          ThisworkwasauthoredbytheNationalRenewableEnergyLaboratory operatedbyAllianceforSustainableEnergy LLC fortheUSDepartmentofEnergy (DOE)underContractNoDE-AC36-08GO28308Funding provided by US Department of Energy Office of Energy Efficiency and Renewable Energy Federal Energy Management Program by the US Department of Energy Office of Energy Efficiency and Renewable Energy Solar Energy Technologies Office and by the Clean Energy Group Theviewsexpressedinthearticle donotnecessarilyrepresenttheviewsoftheDOEortheUSGovernmentTheUS Governmentretainsandthepublisher byacceptingthearticleforpublication acknowledgesthattheUSGovernmentretainsanonexclusive paid-up irrevocable worldwidelicensetopublishorreproducethepublishedformofthiswork orallow otherstodoso forUSGovernmentpurposes

                          27

                          • When Solar+Storage Make Sense
                          • Costs vs Benefits
                          • REopt
                          • Sunlamp Study
                          • Value of Resilience
                          • Challenges
                          • Summary

                            SunlampLoweringTechCosts Ascostslower Solar+Storageiseconomicalwithlesscomplexratestructures

                            LoweringTechCosts

                            72 62 58 47

                            14Solar+StoragescenarioswithTOUEnergy+DemandCharges

                            Otherpotentialbenefits

                            bull Ancillaryservicemarkets bull Feed-inTariffsandNetEnergyMetering bull Resiliency

                            15

                            Otherpotentialbenefits

                            bull Ancillaryservicemarkets bull Feed-inTariffsandNetEnergyMetering bull Resiliency

                            16

                            Outage3 ($42k)

                            Energy45 ($666k)

                            Demand53 ($789k)BAU

                            Costs$1497k

                            $0

                            Am

                            ount

                            in T

                            hous

                            ands

                            ($)

                            Optimal Solution PV 113 kWBattery 5 kW 6 kWh

                            Optimal Solution PV 134 kWBattery 32 kW 79 kWh

                            Resiliency Not Valued Resiliency Valued

                            CapEx OampM

                            Energy Savings Demand Charge Savings

                            Avoided Outage Costs

                            (excluding micro-grid hardware)

                            (excluding micro-grid hardware)

                            Benefits Costs Benefits Costs

                            NPV$29k

                            NPV$58k

                            $50

                            $100

                            $150

                            $200

                            $250

                            $300

                            ValueofResilience Balance costofsystem with

                            grid-connectedbenefits (billreduction)

                            reference [2] 17

                            Outage3 ($42k)

                            Energy45 ($666k)

                            Demand53 ($789k)BAU

                            Costs$1497k

                            $0

                            Am

                            ount

                            in T

                            hous

                            ands

                            ($)

                            Optimal Solution PV 113 kWBattery 5 kW 6 kWh

                            Optimal Solution PV 134 kWBattery 32 kW 79 kWh

                            Resiliency Not Valued Resiliency Valued

                            CapEx OampM

                            Energy Savings Demand Charge Savings

                            Avoided Outage Costs

                            (excluding micro-grid hardware)

                            (excluding micro-grid hardware)

                            Benefits Costs Benefits Costs

                            NPV$29k

                            NPV$58k

                            $50

                            $100

                            $150

                            $200

                            $250

                            $300

                            ValueofResilience Balance costofsystem with

                            grid-connectedbenefits (billreduction) and

                            resiliency benefits

                            reference [2] 18

                            Challenges

                            bull Controls bull Numerousactiveandproposedresearchactivities

                            bull Benefitsaredifficulttounderstandandquantify bull REoptLite designedtohelp

                            bull Resiliency bull Microgridscanbeexpensive bull Difficulttodeterminevalueoflostload bull Difficulttomonetizeresilience

                            Recommendedreadingreference[7] 19

                            ChallengesControls Whatchargesthebatterymatters

                            reference [3] 20

                            ChallengesControls DispatchingandIslanding

                            21

                            ExcessPV

                            ChallengesUnderstandingandQuantifyingBenefits

                            developernrelgovdocsenergy-optimizationreopt-v1

                            reoptnrelgovtool

                            NewResilienceCapabilitiesreleasedJune2018

                            system designed to survive 24 hour outagehas negativeNPV

                            accountingforAvoidedOutageCosts canmakeprojectNPVpositive

                            23

                            Summary

                            WhenSolar+StorageMakeSense bull Grid-connectedbenefitsfromtariffwithdemandchargesandortime-of-useenergycharges

                            bull Ancillaryservicemarkets bull ValueofResilience

                            Hurdles bull Controlsystems bull Difficulttoquantifybenefits especiallytoplaceavalueonresilience

                            24

                            Thankyou

                            wwwnrelgov

                            NRELPR-7A40-71813

                            NRELisanationallaboratoryoftheUSDepartmentofEnergyOfficeofEnergyEfficiency andRenewableEnergyoperatedbytheAllianceforSustainableEnergyLLC

                            References httpsopeneiorgwikiSolar+Storagereoptnrelgov

                            [1] Joyce McLaren Kate Anderson Nick Laws Pieter Gagnon Nicholas DiOrio Xiangkun LiIdentifying Critical Factors in the Cost-effectiveness of Solar and Battery Storage in Commercial BuildingsNRELPR-6A20-70813 February 2018

                            [2] Nicholas D Laws Kate Anderson Nicholas A DiOrio Xiangkun Li Joyce McLarenImpacts of valuing resilience on cost-optimal PV and storage systems for commercial buildingsRenewable Energy Volume 127 2018 Pages 896-909 httpsdoiorg101016jrenene201805011

                            [3] Emma Elgqvist Kate Anderson and Edward Settle Federal Tax Incentives for Energy Storage SystemsNRELFS-7A40-70384 January 2018

                            [4] Eric OShaughnessy Dylan Cutler Kristen Ardani Robert MargolisSolar plus Optimization of distributed solar PV through battery storage and dispatchable load in residential buildingsApplied Energy Volume 213 2018 httpsdoiorg101016japenergy201712118

                            [5] Kate Anderson Dylan Cutler Nick DiOrio Emma Elgqvist Nick Laws Dan Olis Andy WalkerOptimizing Storage and Renewable Energy Systems with REoptNRELPO-7A40-70333 December 2017

                            [6] Otto VanGeet Emma ElgqvistCampus Energy Approach REopt Overview and Solar for UniversitiesNRELPR-7A40-70252 October 2017

                            [7] Kate Anderson Nicholas D Laws Spencer Marr Lars Lisell Tony Jimenez Tria Case Xiangkun Li Dag Lohmann Dylan CutlerQuantifying and Monetizing Renewable Energy Resiliency Sustainability 10(4) 933 2018 httpsdoiorg103390su10040933

                            26

                            Disclaimer

                            ThisworkwasauthoredbytheNationalRenewableEnergyLaboratory operatedbyAllianceforSustainableEnergy LLC fortheUSDepartmentofEnergy (DOE)underContractNoDE-AC36-08GO28308Funding provided by US Department of Energy Office of Energy Efficiency and Renewable Energy Federal Energy Management Program by the US Department of Energy Office of Energy Efficiency and Renewable Energy Solar Energy Technologies Office and by the Clean Energy Group Theviewsexpressedinthearticle donotnecessarilyrepresenttheviewsoftheDOEortheUSGovernmentTheUS Governmentretainsandthepublisher byacceptingthearticleforpublication acknowledgesthattheUSGovernmentretainsanonexclusive paid-up irrevocable worldwidelicensetopublishorreproducethepublishedformofthiswork orallow otherstodoso forUSGovernmentpurposes

                            27

                            • When Solar+Storage Make Sense
                            • Costs vs Benefits
                            • REopt
                            • Sunlamp Study
                            • Value of Resilience
                            • Challenges
                            • Summary

                              Otherpotentialbenefits

                              bull Ancillaryservicemarkets bull Feed-inTariffsandNetEnergyMetering bull Resiliency

                              15

                              Otherpotentialbenefits

                              bull Ancillaryservicemarkets bull Feed-inTariffsandNetEnergyMetering bull Resiliency

                              16

                              Outage3 ($42k)

                              Energy45 ($666k)

                              Demand53 ($789k)BAU

                              Costs$1497k

                              $0

                              Am

                              ount

                              in T

                              hous

                              ands

                              ($)

                              Optimal Solution PV 113 kWBattery 5 kW 6 kWh

                              Optimal Solution PV 134 kWBattery 32 kW 79 kWh

                              Resiliency Not Valued Resiliency Valued

                              CapEx OampM

                              Energy Savings Demand Charge Savings

                              Avoided Outage Costs

                              (excluding micro-grid hardware)

                              (excluding micro-grid hardware)

                              Benefits Costs Benefits Costs

                              NPV$29k

                              NPV$58k

                              $50

                              $100

                              $150

                              $200

                              $250

                              $300

                              ValueofResilience Balance costofsystem with

                              grid-connectedbenefits (billreduction)

                              reference [2] 17

                              Outage3 ($42k)

                              Energy45 ($666k)

                              Demand53 ($789k)BAU

                              Costs$1497k

                              $0

                              Am

                              ount

                              in T

                              hous

                              ands

                              ($)

                              Optimal Solution PV 113 kWBattery 5 kW 6 kWh

                              Optimal Solution PV 134 kWBattery 32 kW 79 kWh

                              Resiliency Not Valued Resiliency Valued

                              CapEx OampM

                              Energy Savings Demand Charge Savings

                              Avoided Outage Costs

                              (excluding micro-grid hardware)

                              (excluding micro-grid hardware)

                              Benefits Costs Benefits Costs

                              NPV$29k

                              NPV$58k

                              $50

                              $100

                              $150

                              $200

                              $250

                              $300

                              ValueofResilience Balance costofsystem with

                              grid-connectedbenefits (billreduction) and

                              resiliency benefits

                              reference [2] 18

                              Challenges

                              bull Controls bull Numerousactiveandproposedresearchactivities

                              bull Benefitsaredifficulttounderstandandquantify bull REoptLite designedtohelp

                              bull Resiliency bull Microgridscanbeexpensive bull Difficulttodeterminevalueoflostload bull Difficulttomonetizeresilience

                              Recommendedreadingreference[7] 19

                              ChallengesControls Whatchargesthebatterymatters

                              reference [3] 20

                              ChallengesControls DispatchingandIslanding

                              21

                              ExcessPV

                              ChallengesUnderstandingandQuantifyingBenefits

                              developernrelgovdocsenergy-optimizationreopt-v1

                              reoptnrelgovtool

                              NewResilienceCapabilitiesreleasedJune2018

                              system designed to survive 24 hour outagehas negativeNPV

                              accountingforAvoidedOutageCosts canmakeprojectNPVpositive

                              23

                              Summary

                              WhenSolar+StorageMakeSense bull Grid-connectedbenefitsfromtariffwithdemandchargesandortime-of-useenergycharges

                              bull Ancillaryservicemarkets bull ValueofResilience

                              Hurdles bull Controlsystems bull Difficulttoquantifybenefits especiallytoplaceavalueonresilience

                              24

                              Thankyou

                              wwwnrelgov

                              NRELPR-7A40-71813

                              NRELisanationallaboratoryoftheUSDepartmentofEnergyOfficeofEnergyEfficiency andRenewableEnergyoperatedbytheAllianceforSustainableEnergyLLC

                              References httpsopeneiorgwikiSolar+Storagereoptnrelgov

                              [1] Joyce McLaren Kate Anderson Nick Laws Pieter Gagnon Nicholas DiOrio Xiangkun LiIdentifying Critical Factors in the Cost-effectiveness of Solar and Battery Storage in Commercial BuildingsNRELPR-6A20-70813 February 2018

                              [2] Nicholas D Laws Kate Anderson Nicholas A DiOrio Xiangkun Li Joyce McLarenImpacts of valuing resilience on cost-optimal PV and storage systems for commercial buildingsRenewable Energy Volume 127 2018 Pages 896-909 httpsdoiorg101016jrenene201805011

                              [3] Emma Elgqvist Kate Anderson and Edward Settle Federal Tax Incentives for Energy Storage SystemsNRELFS-7A40-70384 January 2018

                              [4] Eric OShaughnessy Dylan Cutler Kristen Ardani Robert MargolisSolar plus Optimization of distributed solar PV through battery storage and dispatchable load in residential buildingsApplied Energy Volume 213 2018 httpsdoiorg101016japenergy201712118

                              [5] Kate Anderson Dylan Cutler Nick DiOrio Emma Elgqvist Nick Laws Dan Olis Andy WalkerOptimizing Storage and Renewable Energy Systems with REoptNRELPO-7A40-70333 December 2017

                              [6] Otto VanGeet Emma ElgqvistCampus Energy Approach REopt Overview and Solar for UniversitiesNRELPR-7A40-70252 October 2017

                              [7] Kate Anderson Nicholas D Laws Spencer Marr Lars Lisell Tony Jimenez Tria Case Xiangkun Li Dag Lohmann Dylan CutlerQuantifying and Monetizing Renewable Energy Resiliency Sustainability 10(4) 933 2018 httpsdoiorg103390su10040933

                              26

                              Disclaimer

                              ThisworkwasauthoredbytheNationalRenewableEnergyLaboratory operatedbyAllianceforSustainableEnergy LLC fortheUSDepartmentofEnergy (DOE)underContractNoDE-AC36-08GO28308Funding provided by US Department of Energy Office of Energy Efficiency and Renewable Energy Federal Energy Management Program by the US Department of Energy Office of Energy Efficiency and Renewable Energy Solar Energy Technologies Office and by the Clean Energy Group Theviewsexpressedinthearticle donotnecessarilyrepresenttheviewsoftheDOEortheUSGovernmentTheUS Governmentretainsandthepublisher byacceptingthearticleforpublication acknowledgesthattheUSGovernmentretainsanonexclusive paid-up irrevocable worldwidelicensetopublishorreproducethepublishedformofthiswork orallow otherstodoso forUSGovernmentpurposes

                              27

                              • When Solar+Storage Make Sense
                              • Costs vs Benefits
                              • REopt
                              • Sunlamp Study
                              • Value of Resilience
                              • Challenges
                              • Summary

                                Otherpotentialbenefits

                                bull Ancillaryservicemarkets bull Feed-inTariffsandNetEnergyMetering bull Resiliency

                                16

                                Outage3 ($42k)

                                Energy45 ($666k)

                                Demand53 ($789k)BAU

                                Costs$1497k

                                $0

                                Am

                                ount

                                in T

                                hous

                                ands

                                ($)

                                Optimal Solution PV 113 kWBattery 5 kW 6 kWh

                                Optimal Solution PV 134 kWBattery 32 kW 79 kWh

                                Resiliency Not Valued Resiliency Valued

                                CapEx OampM

                                Energy Savings Demand Charge Savings

                                Avoided Outage Costs

                                (excluding micro-grid hardware)

                                (excluding micro-grid hardware)

                                Benefits Costs Benefits Costs

                                NPV$29k

                                NPV$58k

                                $50

                                $100

                                $150

                                $200

                                $250

                                $300

                                ValueofResilience Balance costofsystem with

                                grid-connectedbenefits (billreduction)

                                reference [2] 17

                                Outage3 ($42k)

                                Energy45 ($666k)

                                Demand53 ($789k)BAU

                                Costs$1497k

                                $0

                                Am

                                ount

                                in T

                                hous

                                ands

                                ($)

                                Optimal Solution PV 113 kWBattery 5 kW 6 kWh

                                Optimal Solution PV 134 kWBattery 32 kW 79 kWh

                                Resiliency Not Valued Resiliency Valued

                                CapEx OampM

                                Energy Savings Demand Charge Savings

                                Avoided Outage Costs

                                (excluding micro-grid hardware)

                                (excluding micro-grid hardware)

                                Benefits Costs Benefits Costs

                                NPV$29k

                                NPV$58k

                                $50

                                $100

                                $150

                                $200

                                $250

                                $300

                                ValueofResilience Balance costofsystem with

                                grid-connectedbenefits (billreduction) and

                                resiliency benefits

                                reference [2] 18

                                Challenges

                                bull Controls bull Numerousactiveandproposedresearchactivities

                                bull Benefitsaredifficulttounderstandandquantify bull REoptLite designedtohelp

                                bull Resiliency bull Microgridscanbeexpensive bull Difficulttodeterminevalueoflostload bull Difficulttomonetizeresilience

                                Recommendedreadingreference[7] 19

                                ChallengesControls Whatchargesthebatterymatters

                                reference [3] 20

                                ChallengesControls DispatchingandIslanding

                                21

                                ExcessPV

                                ChallengesUnderstandingandQuantifyingBenefits

                                developernrelgovdocsenergy-optimizationreopt-v1

                                reoptnrelgovtool

                                NewResilienceCapabilitiesreleasedJune2018

                                system designed to survive 24 hour outagehas negativeNPV

                                accountingforAvoidedOutageCosts canmakeprojectNPVpositive

                                23

                                Summary

                                WhenSolar+StorageMakeSense bull Grid-connectedbenefitsfromtariffwithdemandchargesandortime-of-useenergycharges

                                bull Ancillaryservicemarkets bull ValueofResilience

                                Hurdles bull Controlsystems bull Difficulttoquantifybenefits especiallytoplaceavalueonresilience

                                24

                                Thankyou

                                wwwnrelgov

                                NRELPR-7A40-71813

                                NRELisanationallaboratoryoftheUSDepartmentofEnergyOfficeofEnergyEfficiency andRenewableEnergyoperatedbytheAllianceforSustainableEnergyLLC

                                References httpsopeneiorgwikiSolar+Storagereoptnrelgov

                                [1] Joyce McLaren Kate Anderson Nick Laws Pieter Gagnon Nicholas DiOrio Xiangkun LiIdentifying Critical Factors in the Cost-effectiveness of Solar and Battery Storage in Commercial BuildingsNRELPR-6A20-70813 February 2018

                                [2] Nicholas D Laws Kate Anderson Nicholas A DiOrio Xiangkun Li Joyce McLarenImpacts of valuing resilience on cost-optimal PV and storage systems for commercial buildingsRenewable Energy Volume 127 2018 Pages 896-909 httpsdoiorg101016jrenene201805011

                                [3] Emma Elgqvist Kate Anderson and Edward Settle Federal Tax Incentives for Energy Storage SystemsNRELFS-7A40-70384 January 2018

                                [4] Eric OShaughnessy Dylan Cutler Kristen Ardani Robert MargolisSolar plus Optimization of distributed solar PV through battery storage and dispatchable load in residential buildingsApplied Energy Volume 213 2018 httpsdoiorg101016japenergy201712118

                                [5] Kate Anderson Dylan Cutler Nick DiOrio Emma Elgqvist Nick Laws Dan Olis Andy WalkerOptimizing Storage and Renewable Energy Systems with REoptNRELPO-7A40-70333 December 2017

                                [6] Otto VanGeet Emma ElgqvistCampus Energy Approach REopt Overview and Solar for UniversitiesNRELPR-7A40-70252 October 2017

                                [7] Kate Anderson Nicholas D Laws Spencer Marr Lars Lisell Tony Jimenez Tria Case Xiangkun Li Dag Lohmann Dylan CutlerQuantifying and Monetizing Renewable Energy Resiliency Sustainability 10(4) 933 2018 httpsdoiorg103390su10040933

                                26

                                Disclaimer

                                ThisworkwasauthoredbytheNationalRenewableEnergyLaboratory operatedbyAllianceforSustainableEnergy LLC fortheUSDepartmentofEnergy (DOE)underContractNoDE-AC36-08GO28308Funding provided by US Department of Energy Office of Energy Efficiency and Renewable Energy Federal Energy Management Program by the US Department of Energy Office of Energy Efficiency and Renewable Energy Solar Energy Technologies Office and by the Clean Energy Group Theviewsexpressedinthearticle donotnecessarilyrepresenttheviewsoftheDOEortheUSGovernmentTheUS Governmentretainsandthepublisher byacceptingthearticleforpublication acknowledgesthattheUSGovernmentretainsanonexclusive paid-up irrevocable worldwidelicensetopublishorreproducethepublishedformofthiswork orallow otherstodoso forUSGovernmentpurposes

                                27

                                • When Solar+Storage Make Sense
                                • Costs vs Benefits
                                • REopt
                                • Sunlamp Study
                                • Value of Resilience
                                • Challenges
                                • Summary

                                  Outage3 ($42k)

                                  Energy45 ($666k)

                                  Demand53 ($789k)BAU

                                  Costs$1497k

                                  $0

                                  Am

                                  ount

                                  in T

                                  hous

                                  ands

                                  ($)

                                  Optimal Solution PV 113 kWBattery 5 kW 6 kWh

                                  Optimal Solution PV 134 kWBattery 32 kW 79 kWh

                                  Resiliency Not Valued Resiliency Valued

                                  CapEx OampM

                                  Energy Savings Demand Charge Savings

                                  Avoided Outage Costs

                                  (excluding micro-grid hardware)

                                  (excluding micro-grid hardware)

                                  Benefits Costs Benefits Costs

                                  NPV$29k

                                  NPV$58k

                                  $50

                                  $100

                                  $150

                                  $200

                                  $250

                                  $300

                                  ValueofResilience Balance costofsystem with

                                  grid-connectedbenefits (billreduction)

                                  reference [2] 17

                                  Outage3 ($42k)

                                  Energy45 ($666k)

                                  Demand53 ($789k)BAU

                                  Costs$1497k

                                  $0

                                  Am

                                  ount

                                  in T

                                  hous

                                  ands

                                  ($)

                                  Optimal Solution PV 113 kWBattery 5 kW 6 kWh

                                  Optimal Solution PV 134 kWBattery 32 kW 79 kWh

                                  Resiliency Not Valued Resiliency Valued

                                  CapEx OampM

                                  Energy Savings Demand Charge Savings

                                  Avoided Outage Costs

                                  (excluding micro-grid hardware)

                                  (excluding micro-grid hardware)

                                  Benefits Costs Benefits Costs

                                  NPV$29k

                                  NPV$58k

                                  $50

                                  $100

                                  $150

                                  $200

                                  $250

                                  $300

                                  ValueofResilience Balance costofsystem with

                                  grid-connectedbenefits (billreduction) and

                                  resiliency benefits

                                  reference [2] 18

                                  Challenges

                                  bull Controls bull Numerousactiveandproposedresearchactivities

                                  bull Benefitsaredifficulttounderstandandquantify bull REoptLite designedtohelp

                                  bull Resiliency bull Microgridscanbeexpensive bull Difficulttodeterminevalueoflostload bull Difficulttomonetizeresilience

                                  Recommendedreadingreference[7] 19

                                  ChallengesControls Whatchargesthebatterymatters

                                  reference [3] 20

                                  ChallengesControls DispatchingandIslanding

                                  21

                                  ExcessPV

                                  ChallengesUnderstandingandQuantifyingBenefits

                                  developernrelgovdocsenergy-optimizationreopt-v1

                                  reoptnrelgovtool

                                  NewResilienceCapabilitiesreleasedJune2018

                                  system designed to survive 24 hour outagehas negativeNPV

                                  accountingforAvoidedOutageCosts canmakeprojectNPVpositive

                                  23

                                  Summary

                                  WhenSolar+StorageMakeSense bull Grid-connectedbenefitsfromtariffwithdemandchargesandortime-of-useenergycharges

                                  bull Ancillaryservicemarkets bull ValueofResilience

                                  Hurdles bull Controlsystems bull Difficulttoquantifybenefits especiallytoplaceavalueonresilience

                                  24

                                  Thankyou

                                  wwwnrelgov

                                  NRELPR-7A40-71813

                                  NRELisanationallaboratoryoftheUSDepartmentofEnergyOfficeofEnergyEfficiency andRenewableEnergyoperatedbytheAllianceforSustainableEnergyLLC

                                  References httpsopeneiorgwikiSolar+Storagereoptnrelgov

                                  [1] Joyce McLaren Kate Anderson Nick Laws Pieter Gagnon Nicholas DiOrio Xiangkun LiIdentifying Critical Factors in the Cost-effectiveness of Solar and Battery Storage in Commercial BuildingsNRELPR-6A20-70813 February 2018

                                  [2] Nicholas D Laws Kate Anderson Nicholas A DiOrio Xiangkun Li Joyce McLarenImpacts of valuing resilience on cost-optimal PV and storage systems for commercial buildingsRenewable Energy Volume 127 2018 Pages 896-909 httpsdoiorg101016jrenene201805011

                                  [3] Emma Elgqvist Kate Anderson and Edward Settle Federal Tax Incentives for Energy Storage SystemsNRELFS-7A40-70384 January 2018

                                  [4] Eric OShaughnessy Dylan Cutler Kristen Ardani Robert MargolisSolar plus Optimization of distributed solar PV through battery storage and dispatchable load in residential buildingsApplied Energy Volume 213 2018 httpsdoiorg101016japenergy201712118

                                  [5] Kate Anderson Dylan Cutler Nick DiOrio Emma Elgqvist Nick Laws Dan Olis Andy WalkerOptimizing Storage and Renewable Energy Systems with REoptNRELPO-7A40-70333 December 2017

                                  [6] Otto VanGeet Emma ElgqvistCampus Energy Approach REopt Overview and Solar for UniversitiesNRELPR-7A40-70252 October 2017

                                  [7] Kate Anderson Nicholas D Laws Spencer Marr Lars Lisell Tony Jimenez Tria Case Xiangkun Li Dag Lohmann Dylan CutlerQuantifying and Monetizing Renewable Energy Resiliency Sustainability 10(4) 933 2018 httpsdoiorg103390su10040933

                                  26

                                  Disclaimer

                                  ThisworkwasauthoredbytheNationalRenewableEnergyLaboratory operatedbyAllianceforSustainableEnergy LLC fortheUSDepartmentofEnergy (DOE)underContractNoDE-AC36-08GO28308Funding provided by US Department of Energy Office of Energy Efficiency and Renewable Energy Federal Energy Management Program by the US Department of Energy Office of Energy Efficiency and Renewable Energy Solar Energy Technologies Office and by the Clean Energy Group Theviewsexpressedinthearticle donotnecessarilyrepresenttheviewsoftheDOEortheUSGovernmentTheUS Governmentretainsandthepublisher byacceptingthearticleforpublication acknowledgesthattheUSGovernmentretainsanonexclusive paid-up irrevocable worldwidelicensetopublishorreproducethepublishedformofthiswork orallow otherstodoso forUSGovernmentpurposes

                                  27

                                  • When Solar+Storage Make Sense
                                  • Costs vs Benefits
                                  • REopt
                                  • Sunlamp Study
                                  • Value of Resilience
                                  • Challenges
                                  • Summary

                                    Outage3 ($42k)

                                    Energy45 ($666k)

                                    Demand53 ($789k)BAU

                                    Costs$1497k

                                    $0

                                    Am

                                    ount

                                    in T

                                    hous

                                    ands

                                    ($)

                                    Optimal Solution PV 113 kWBattery 5 kW 6 kWh

                                    Optimal Solution PV 134 kWBattery 32 kW 79 kWh

                                    Resiliency Not Valued Resiliency Valued

                                    CapEx OampM

                                    Energy Savings Demand Charge Savings

                                    Avoided Outage Costs

                                    (excluding micro-grid hardware)

                                    (excluding micro-grid hardware)

                                    Benefits Costs Benefits Costs

                                    NPV$29k

                                    NPV$58k

                                    $50

                                    $100

                                    $150

                                    $200

                                    $250

                                    $300

                                    ValueofResilience Balance costofsystem with

                                    grid-connectedbenefits (billreduction) and

                                    resiliency benefits

                                    reference [2] 18

                                    Challenges

                                    bull Controls bull Numerousactiveandproposedresearchactivities

                                    bull Benefitsaredifficulttounderstandandquantify bull REoptLite designedtohelp

                                    bull Resiliency bull Microgridscanbeexpensive bull Difficulttodeterminevalueoflostload bull Difficulttomonetizeresilience

                                    Recommendedreadingreference[7] 19

                                    ChallengesControls Whatchargesthebatterymatters

                                    reference [3] 20

                                    ChallengesControls DispatchingandIslanding

                                    21

                                    ExcessPV

                                    ChallengesUnderstandingandQuantifyingBenefits

                                    developernrelgovdocsenergy-optimizationreopt-v1

                                    reoptnrelgovtool

                                    NewResilienceCapabilitiesreleasedJune2018

                                    system designed to survive 24 hour outagehas negativeNPV

                                    accountingforAvoidedOutageCosts canmakeprojectNPVpositive

                                    23

                                    Summary

                                    WhenSolar+StorageMakeSense bull Grid-connectedbenefitsfromtariffwithdemandchargesandortime-of-useenergycharges

                                    bull Ancillaryservicemarkets bull ValueofResilience

                                    Hurdles bull Controlsystems bull Difficulttoquantifybenefits especiallytoplaceavalueonresilience

                                    24

                                    Thankyou

                                    wwwnrelgov

                                    NRELPR-7A40-71813

                                    NRELisanationallaboratoryoftheUSDepartmentofEnergyOfficeofEnergyEfficiency andRenewableEnergyoperatedbytheAllianceforSustainableEnergyLLC

                                    References httpsopeneiorgwikiSolar+Storagereoptnrelgov

                                    [1] Joyce McLaren Kate Anderson Nick Laws Pieter Gagnon Nicholas DiOrio Xiangkun LiIdentifying Critical Factors in the Cost-effectiveness of Solar and Battery Storage in Commercial BuildingsNRELPR-6A20-70813 February 2018

                                    [2] Nicholas D Laws Kate Anderson Nicholas A DiOrio Xiangkun Li Joyce McLarenImpacts of valuing resilience on cost-optimal PV and storage systems for commercial buildingsRenewable Energy Volume 127 2018 Pages 896-909 httpsdoiorg101016jrenene201805011

                                    [3] Emma Elgqvist Kate Anderson and Edward Settle Federal Tax Incentives for Energy Storage SystemsNRELFS-7A40-70384 January 2018

                                    [4] Eric OShaughnessy Dylan Cutler Kristen Ardani Robert MargolisSolar plus Optimization of distributed solar PV through battery storage and dispatchable load in residential buildingsApplied Energy Volume 213 2018 httpsdoiorg101016japenergy201712118

                                    [5] Kate Anderson Dylan Cutler Nick DiOrio Emma Elgqvist Nick Laws Dan Olis Andy WalkerOptimizing Storage and Renewable Energy Systems with REoptNRELPO-7A40-70333 December 2017

                                    [6] Otto VanGeet Emma ElgqvistCampus Energy Approach REopt Overview and Solar for UniversitiesNRELPR-7A40-70252 October 2017

                                    [7] Kate Anderson Nicholas D Laws Spencer Marr Lars Lisell Tony Jimenez Tria Case Xiangkun Li Dag Lohmann Dylan CutlerQuantifying and Monetizing Renewable Energy Resiliency Sustainability 10(4) 933 2018 httpsdoiorg103390su10040933

                                    26

                                    Disclaimer

                                    ThisworkwasauthoredbytheNationalRenewableEnergyLaboratory operatedbyAllianceforSustainableEnergy LLC fortheUSDepartmentofEnergy (DOE)underContractNoDE-AC36-08GO28308Funding provided by US Department of Energy Office of Energy Efficiency and Renewable Energy Federal Energy Management Program by the US Department of Energy Office of Energy Efficiency and Renewable Energy Solar Energy Technologies Office and by the Clean Energy Group Theviewsexpressedinthearticle donotnecessarilyrepresenttheviewsoftheDOEortheUSGovernmentTheUS Governmentretainsandthepublisher byacceptingthearticleforpublication acknowledgesthattheUSGovernmentretainsanonexclusive paid-up irrevocable worldwidelicensetopublishorreproducethepublishedformofthiswork orallow otherstodoso forUSGovernmentpurposes

                                    27

                                    • When Solar+Storage Make Sense
                                    • Costs vs Benefits
                                    • REopt
                                    • Sunlamp Study
                                    • Value of Resilience
                                    • Challenges
                                    • Summary

                                      Challenges

                                      bull Controls bull Numerousactiveandproposedresearchactivities

                                      bull Benefitsaredifficulttounderstandandquantify bull REoptLite designedtohelp

                                      bull Resiliency bull Microgridscanbeexpensive bull Difficulttodeterminevalueoflostload bull Difficulttomonetizeresilience

                                      Recommendedreadingreference[7] 19

                                      ChallengesControls Whatchargesthebatterymatters

                                      reference [3] 20

                                      ChallengesControls DispatchingandIslanding

                                      21

                                      ExcessPV

                                      ChallengesUnderstandingandQuantifyingBenefits

                                      developernrelgovdocsenergy-optimizationreopt-v1

                                      reoptnrelgovtool

                                      NewResilienceCapabilitiesreleasedJune2018

                                      system designed to survive 24 hour outagehas negativeNPV

                                      accountingforAvoidedOutageCosts canmakeprojectNPVpositive

                                      23

                                      Summary

                                      WhenSolar+StorageMakeSense bull Grid-connectedbenefitsfromtariffwithdemandchargesandortime-of-useenergycharges

                                      bull Ancillaryservicemarkets bull ValueofResilience

                                      Hurdles bull Controlsystems bull Difficulttoquantifybenefits especiallytoplaceavalueonresilience

                                      24

                                      Thankyou

                                      wwwnrelgov

                                      NRELPR-7A40-71813

                                      NRELisanationallaboratoryoftheUSDepartmentofEnergyOfficeofEnergyEfficiency andRenewableEnergyoperatedbytheAllianceforSustainableEnergyLLC

                                      References httpsopeneiorgwikiSolar+Storagereoptnrelgov

                                      [1] Joyce McLaren Kate Anderson Nick Laws Pieter Gagnon Nicholas DiOrio Xiangkun LiIdentifying Critical Factors in the Cost-effectiveness of Solar and Battery Storage in Commercial BuildingsNRELPR-6A20-70813 February 2018

                                      [2] Nicholas D Laws Kate Anderson Nicholas A DiOrio Xiangkun Li Joyce McLarenImpacts of valuing resilience on cost-optimal PV and storage systems for commercial buildingsRenewable Energy Volume 127 2018 Pages 896-909 httpsdoiorg101016jrenene201805011

                                      [3] Emma Elgqvist Kate Anderson and Edward Settle Federal Tax Incentives for Energy Storage SystemsNRELFS-7A40-70384 January 2018

                                      [4] Eric OShaughnessy Dylan Cutler Kristen Ardani Robert MargolisSolar plus Optimization of distributed solar PV through battery storage and dispatchable load in residential buildingsApplied Energy Volume 213 2018 httpsdoiorg101016japenergy201712118

                                      [5] Kate Anderson Dylan Cutler Nick DiOrio Emma Elgqvist Nick Laws Dan Olis Andy WalkerOptimizing Storage and Renewable Energy Systems with REoptNRELPO-7A40-70333 December 2017

                                      [6] Otto VanGeet Emma ElgqvistCampus Energy Approach REopt Overview and Solar for UniversitiesNRELPR-7A40-70252 October 2017

                                      [7] Kate Anderson Nicholas D Laws Spencer Marr Lars Lisell Tony Jimenez Tria Case Xiangkun Li Dag Lohmann Dylan CutlerQuantifying and Monetizing Renewable Energy Resiliency Sustainability 10(4) 933 2018 httpsdoiorg103390su10040933

                                      26

                                      Disclaimer

                                      ThisworkwasauthoredbytheNationalRenewableEnergyLaboratory operatedbyAllianceforSustainableEnergy LLC fortheUSDepartmentofEnergy (DOE)underContractNoDE-AC36-08GO28308Funding provided by US Department of Energy Office of Energy Efficiency and Renewable Energy Federal Energy Management Program by the US Department of Energy Office of Energy Efficiency and Renewable Energy Solar Energy Technologies Office and by the Clean Energy Group Theviewsexpressedinthearticle donotnecessarilyrepresenttheviewsoftheDOEortheUSGovernmentTheUS Governmentretainsandthepublisher byacceptingthearticleforpublication acknowledgesthattheUSGovernmentretainsanonexclusive paid-up irrevocable worldwidelicensetopublishorreproducethepublishedformofthiswork orallow otherstodoso forUSGovernmentpurposes

                                      27

                                      • When Solar+Storage Make Sense
                                      • Costs vs Benefits
                                      • REopt
                                      • Sunlamp Study
                                      • Value of Resilience
                                      • Challenges
                                      • Summary

                                        ChallengesControls Whatchargesthebatterymatters

                                        reference [3] 20

                                        ChallengesControls DispatchingandIslanding

                                        21

                                        ExcessPV

                                        ChallengesUnderstandingandQuantifyingBenefits

                                        developernrelgovdocsenergy-optimizationreopt-v1

                                        reoptnrelgovtool

                                        NewResilienceCapabilitiesreleasedJune2018

                                        system designed to survive 24 hour outagehas negativeNPV

                                        accountingforAvoidedOutageCosts canmakeprojectNPVpositive

                                        23

                                        Summary

                                        WhenSolar+StorageMakeSense bull Grid-connectedbenefitsfromtariffwithdemandchargesandortime-of-useenergycharges

                                        bull Ancillaryservicemarkets bull ValueofResilience

                                        Hurdles bull Controlsystems bull Difficulttoquantifybenefits especiallytoplaceavalueonresilience

                                        24

                                        Thankyou

                                        wwwnrelgov

                                        NRELPR-7A40-71813

                                        NRELisanationallaboratoryoftheUSDepartmentofEnergyOfficeofEnergyEfficiency andRenewableEnergyoperatedbytheAllianceforSustainableEnergyLLC

                                        References httpsopeneiorgwikiSolar+Storagereoptnrelgov

                                        [1] Joyce McLaren Kate Anderson Nick Laws Pieter Gagnon Nicholas DiOrio Xiangkun LiIdentifying Critical Factors in the Cost-effectiveness of Solar and Battery Storage in Commercial BuildingsNRELPR-6A20-70813 February 2018

                                        [2] Nicholas D Laws Kate Anderson Nicholas A DiOrio Xiangkun Li Joyce McLarenImpacts of valuing resilience on cost-optimal PV and storage systems for commercial buildingsRenewable Energy Volume 127 2018 Pages 896-909 httpsdoiorg101016jrenene201805011

                                        [3] Emma Elgqvist Kate Anderson and Edward Settle Federal Tax Incentives for Energy Storage SystemsNRELFS-7A40-70384 January 2018

                                        [4] Eric OShaughnessy Dylan Cutler Kristen Ardani Robert MargolisSolar plus Optimization of distributed solar PV through battery storage and dispatchable load in residential buildingsApplied Energy Volume 213 2018 httpsdoiorg101016japenergy201712118

                                        [5] Kate Anderson Dylan Cutler Nick DiOrio Emma Elgqvist Nick Laws Dan Olis Andy WalkerOptimizing Storage and Renewable Energy Systems with REoptNRELPO-7A40-70333 December 2017

                                        [6] Otto VanGeet Emma ElgqvistCampus Energy Approach REopt Overview and Solar for UniversitiesNRELPR-7A40-70252 October 2017

                                        [7] Kate Anderson Nicholas D Laws Spencer Marr Lars Lisell Tony Jimenez Tria Case Xiangkun Li Dag Lohmann Dylan CutlerQuantifying and Monetizing Renewable Energy Resiliency Sustainability 10(4) 933 2018 httpsdoiorg103390su10040933

                                        26

                                        Disclaimer

                                        ThisworkwasauthoredbytheNationalRenewableEnergyLaboratory operatedbyAllianceforSustainableEnergy LLC fortheUSDepartmentofEnergy (DOE)underContractNoDE-AC36-08GO28308Funding provided by US Department of Energy Office of Energy Efficiency and Renewable Energy Federal Energy Management Program by the US Department of Energy Office of Energy Efficiency and Renewable Energy Solar Energy Technologies Office and by the Clean Energy Group Theviewsexpressedinthearticle donotnecessarilyrepresenttheviewsoftheDOEortheUSGovernmentTheUS Governmentretainsandthepublisher byacceptingthearticleforpublication acknowledgesthattheUSGovernmentretainsanonexclusive paid-up irrevocable worldwidelicensetopublishorreproducethepublishedformofthiswork orallow otherstodoso forUSGovernmentpurposes

                                        27

                                        • When Solar+Storage Make Sense
                                        • Costs vs Benefits
                                        • REopt
                                        • Sunlamp Study
                                        • Value of Resilience
                                        • Challenges
                                        • Summary

                                          ChallengesControls DispatchingandIslanding

                                          21

                                          ExcessPV

                                          ChallengesUnderstandingandQuantifyingBenefits

                                          developernrelgovdocsenergy-optimizationreopt-v1

                                          reoptnrelgovtool

                                          NewResilienceCapabilitiesreleasedJune2018

                                          system designed to survive 24 hour outagehas negativeNPV

                                          accountingforAvoidedOutageCosts canmakeprojectNPVpositive

                                          23

                                          Summary

                                          WhenSolar+StorageMakeSense bull Grid-connectedbenefitsfromtariffwithdemandchargesandortime-of-useenergycharges

                                          bull Ancillaryservicemarkets bull ValueofResilience

                                          Hurdles bull Controlsystems bull Difficulttoquantifybenefits especiallytoplaceavalueonresilience

                                          24

                                          Thankyou

                                          wwwnrelgov

                                          NRELPR-7A40-71813

                                          NRELisanationallaboratoryoftheUSDepartmentofEnergyOfficeofEnergyEfficiency andRenewableEnergyoperatedbytheAllianceforSustainableEnergyLLC

                                          References httpsopeneiorgwikiSolar+Storagereoptnrelgov

                                          [1] Joyce McLaren Kate Anderson Nick Laws Pieter Gagnon Nicholas DiOrio Xiangkun LiIdentifying Critical Factors in the Cost-effectiveness of Solar and Battery Storage in Commercial BuildingsNRELPR-6A20-70813 February 2018

                                          [2] Nicholas D Laws Kate Anderson Nicholas A DiOrio Xiangkun Li Joyce McLarenImpacts of valuing resilience on cost-optimal PV and storage systems for commercial buildingsRenewable Energy Volume 127 2018 Pages 896-909 httpsdoiorg101016jrenene201805011

                                          [3] Emma Elgqvist Kate Anderson and Edward Settle Federal Tax Incentives for Energy Storage SystemsNRELFS-7A40-70384 January 2018

                                          [4] Eric OShaughnessy Dylan Cutler Kristen Ardani Robert MargolisSolar plus Optimization of distributed solar PV through battery storage and dispatchable load in residential buildingsApplied Energy Volume 213 2018 httpsdoiorg101016japenergy201712118

                                          [5] Kate Anderson Dylan Cutler Nick DiOrio Emma Elgqvist Nick Laws Dan Olis Andy WalkerOptimizing Storage and Renewable Energy Systems with REoptNRELPO-7A40-70333 December 2017

                                          [6] Otto VanGeet Emma ElgqvistCampus Energy Approach REopt Overview and Solar for UniversitiesNRELPR-7A40-70252 October 2017

                                          [7] Kate Anderson Nicholas D Laws Spencer Marr Lars Lisell Tony Jimenez Tria Case Xiangkun Li Dag Lohmann Dylan CutlerQuantifying and Monetizing Renewable Energy Resiliency Sustainability 10(4) 933 2018 httpsdoiorg103390su10040933

                                          26

                                          Disclaimer

                                          ThisworkwasauthoredbytheNationalRenewableEnergyLaboratory operatedbyAllianceforSustainableEnergy LLC fortheUSDepartmentofEnergy (DOE)underContractNoDE-AC36-08GO28308Funding provided by US Department of Energy Office of Energy Efficiency and Renewable Energy Federal Energy Management Program by the US Department of Energy Office of Energy Efficiency and Renewable Energy Solar Energy Technologies Office and by the Clean Energy Group Theviewsexpressedinthearticle donotnecessarilyrepresenttheviewsoftheDOEortheUSGovernmentTheUS Governmentretainsandthepublisher byacceptingthearticleforpublication acknowledgesthattheUSGovernmentretainsanonexclusive paid-up irrevocable worldwidelicensetopublishorreproducethepublishedformofthiswork orallow otherstodoso forUSGovernmentpurposes

                                          27

                                          • When Solar+Storage Make Sense
                                          • Costs vs Benefits
                                          • REopt
                                          • Sunlamp Study
                                          • Value of Resilience
                                          • Challenges
                                          • Summary

                                            ChallengesUnderstandingandQuantifyingBenefits

                                            developernrelgovdocsenergy-optimizationreopt-v1

                                            reoptnrelgovtool

                                            NewResilienceCapabilitiesreleasedJune2018

                                            system designed to survive 24 hour outagehas negativeNPV

                                            accountingforAvoidedOutageCosts canmakeprojectNPVpositive

                                            23

                                            Summary

                                            WhenSolar+StorageMakeSense bull Grid-connectedbenefitsfromtariffwithdemandchargesandortime-of-useenergycharges

                                            bull Ancillaryservicemarkets bull ValueofResilience

                                            Hurdles bull Controlsystems bull Difficulttoquantifybenefits especiallytoplaceavalueonresilience

                                            24

                                            Thankyou

                                            wwwnrelgov

                                            NRELPR-7A40-71813

                                            NRELisanationallaboratoryoftheUSDepartmentofEnergyOfficeofEnergyEfficiency andRenewableEnergyoperatedbytheAllianceforSustainableEnergyLLC

                                            References httpsopeneiorgwikiSolar+Storagereoptnrelgov

                                            [1] Joyce McLaren Kate Anderson Nick Laws Pieter Gagnon Nicholas DiOrio Xiangkun LiIdentifying Critical Factors in the Cost-effectiveness of Solar and Battery Storage in Commercial BuildingsNRELPR-6A20-70813 February 2018

                                            [2] Nicholas D Laws Kate Anderson Nicholas A DiOrio Xiangkun Li Joyce McLarenImpacts of valuing resilience on cost-optimal PV and storage systems for commercial buildingsRenewable Energy Volume 127 2018 Pages 896-909 httpsdoiorg101016jrenene201805011

                                            [3] Emma Elgqvist Kate Anderson and Edward Settle Federal Tax Incentives for Energy Storage SystemsNRELFS-7A40-70384 January 2018

                                            [4] Eric OShaughnessy Dylan Cutler Kristen Ardani Robert MargolisSolar plus Optimization of distributed solar PV through battery storage and dispatchable load in residential buildingsApplied Energy Volume 213 2018 httpsdoiorg101016japenergy201712118

                                            [5] Kate Anderson Dylan Cutler Nick DiOrio Emma Elgqvist Nick Laws Dan Olis Andy WalkerOptimizing Storage and Renewable Energy Systems with REoptNRELPO-7A40-70333 December 2017

                                            [6] Otto VanGeet Emma ElgqvistCampus Energy Approach REopt Overview and Solar for UniversitiesNRELPR-7A40-70252 October 2017

                                            [7] Kate Anderson Nicholas D Laws Spencer Marr Lars Lisell Tony Jimenez Tria Case Xiangkun Li Dag Lohmann Dylan CutlerQuantifying and Monetizing Renewable Energy Resiliency Sustainability 10(4) 933 2018 httpsdoiorg103390su10040933

                                            26

                                            Disclaimer

                                            ThisworkwasauthoredbytheNationalRenewableEnergyLaboratory operatedbyAllianceforSustainableEnergy LLC fortheUSDepartmentofEnergy (DOE)underContractNoDE-AC36-08GO28308Funding provided by US Department of Energy Office of Energy Efficiency and Renewable Energy Federal Energy Management Program by the US Department of Energy Office of Energy Efficiency and Renewable Energy Solar Energy Technologies Office and by the Clean Energy Group Theviewsexpressedinthearticle donotnecessarilyrepresenttheviewsoftheDOEortheUSGovernmentTheUS Governmentretainsandthepublisher byacceptingthearticleforpublication acknowledgesthattheUSGovernmentretainsanonexclusive paid-up irrevocable worldwidelicensetopublishorreproducethepublishedformofthiswork orallow otherstodoso forUSGovernmentpurposes

                                            27

                                            • When Solar+Storage Make Sense
                                            • Costs vs Benefits
                                            • REopt
                                            • Sunlamp Study
                                            • Value of Resilience
                                            • Challenges
                                            • Summary

                                              NewResilienceCapabilitiesreleasedJune2018

                                              system designed to survive 24 hour outagehas negativeNPV

                                              accountingforAvoidedOutageCosts canmakeprojectNPVpositive

                                              23

                                              Summary

                                              WhenSolar+StorageMakeSense bull Grid-connectedbenefitsfromtariffwithdemandchargesandortime-of-useenergycharges

                                              bull Ancillaryservicemarkets bull ValueofResilience

                                              Hurdles bull Controlsystems bull Difficulttoquantifybenefits especiallytoplaceavalueonresilience

                                              24

                                              Thankyou

                                              wwwnrelgov

                                              NRELPR-7A40-71813

                                              NRELisanationallaboratoryoftheUSDepartmentofEnergyOfficeofEnergyEfficiency andRenewableEnergyoperatedbytheAllianceforSustainableEnergyLLC

                                              References httpsopeneiorgwikiSolar+Storagereoptnrelgov

                                              [1] Joyce McLaren Kate Anderson Nick Laws Pieter Gagnon Nicholas DiOrio Xiangkun LiIdentifying Critical Factors in the Cost-effectiveness of Solar and Battery Storage in Commercial BuildingsNRELPR-6A20-70813 February 2018

                                              [2] Nicholas D Laws Kate Anderson Nicholas A DiOrio Xiangkun Li Joyce McLarenImpacts of valuing resilience on cost-optimal PV and storage systems for commercial buildingsRenewable Energy Volume 127 2018 Pages 896-909 httpsdoiorg101016jrenene201805011

                                              [3] Emma Elgqvist Kate Anderson and Edward Settle Federal Tax Incentives for Energy Storage SystemsNRELFS-7A40-70384 January 2018

                                              [4] Eric OShaughnessy Dylan Cutler Kristen Ardani Robert MargolisSolar plus Optimization of distributed solar PV through battery storage and dispatchable load in residential buildingsApplied Energy Volume 213 2018 httpsdoiorg101016japenergy201712118

                                              [5] Kate Anderson Dylan Cutler Nick DiOrio Emma Elgqvist Nick Laws Dan Olis Andy WalkerOptimizing Storage and Renewable Energy Systems with REoptNRELPO-7A40-70333 December 2017

                                              [6] Otto VanGeet Emma ElgqvistCampus Energy Approach REopt Overview and Solar for UniversitiesNRELPR-7A40-70252 October 2017

                                              [7] Kate Anderson Nicholas D Laws Spencer Marr Lars Lisell Tony Jimenez Tria Case Xiangkun Li Dag Lohmann Dylan CutlerQuantifying and Monetizing Renewable Energy Resiliency Sustainability 10(4) 933 2018 httpsdoiorg103390su10040933

                                              26

                                              Disclaimer

                                              ThisworkwasauthoredbytheNationalRenewableEnergyLaboratory operatedbyAllianceforSustainableEnergy LLC fortheUSDepartmentofEnergy (DOE)underContractNoDE-AC36-08GO28308Funding provided by US Department of Energy Office of Energy Efficiency and Renewable Energy Federal Energy Management Program by the US Department of Energy Office of Energy Efficiency and Renewable Energy Solar Energy Technologies Office and by the Clean Energy Group Theviewsexpressedinthearticle donotnecessarilyrepresenttheviewsoftheDOEortheUSGovernmentTheUS Governmentretainsandthepublisher byacceptingthearticleforpublication acknowledgesthattheUSGovernmentretainsanonexclusive paid-up irrevocable worldwidelicensetopublishorreproducethepublishedformofthiswork orallow otherstodoso forUSGovernmentpurposes

                                              27

                                              • When Solar+Storage Make Sense
                                              • Costs vs Benefits
                                              • REopt
                                              • Sunlamp Study
                                              • Value of Resilience
                                              • Challenges
                                              • Summary

                                                Summary

                                                WhenSolar+StorageMakeSense bull Grid-connectedbenefitsfromtariffwithdemandchargesandortime-of-useenergycharges

                                                bull Ancillaryservicemarkets bull ValueofResilience

                                                Hurdles bull Controlsystems bull Difficulttoquantifybenefits especiallytoplaceavalueonresilience

                                                24

                                                Thankyou

                                                wwwnrelgov

                                                NRELPR-7A40-71813

                                                NRELisanationallaboratoryoftheUSDepartmentofEnergyOfficeofEnergyEfficiency andRenewableEnergyoperatedbytheAllianceforSustainableEnergyLLC

                                                References httpsopeneiorgwikiSolar+Storagereoptnrelgov

                                                [1] Joyce McLaren Kate Anderson Nick Laws Pieter Gagnon Nicholas DiOrio Xiangkun LiIdentifying Critical Factors in the Cost-effectiveness of Solar and Battery Storage in Commercial BuildingsNRELPR-6A20-70813 February 2018

                                                [2] Nicholas D Laws Kate Anderson Nicholas A DiOrio Xiangkun Li Joyce McLarenImpacts of valuing resilience on cost-optimal PV and storage systems for commercial buildingsRenewable Energy Volume 127 2018 Pages 896-909 httpsdoiorg101016jrenene201805011

                                                [3] Emma Elgqvist Kate Anderson and Edward Settle Federal Tax Incentives for Energy Storage SystemsNRELFS-7A40-70384 January 2018

                                                [4] Eric OShaughnessy Dylan Cutler Kristen Ardani Robert MargolisSolar plus Optimization of distributed solar PV through battery storage and dispatchable load in residential buildingsApplied Energy Volume 213 2018 httpsdoiorg101016japenergy201712118

                                                [5] Kate Anderson Dylan Cutler Nick DiOrio Emma Elgqvist Nick Laws Dan Olis Andy WalkerOptimizing Storage and Renewable Energy Systems with REoptNRELPO-7A40-70333 December 2017

                                                [6] Otto VanGeet Emma ElgqvistCampus Energy Approach REopt Overview and Solar for UniversitiesNRELPR-7A40-70252 October 2017

                                                [7] Kate Anderson Nicholas D Laws Spencer Marr Lars Lisell Tony Jimenez Tria Case Xiangkun Li Dag Lohmann Dylan CutlerQuantifying and Monetizing Renewable Energy Resiliency Sustainability 10(4) 933 2018 httpsdoiorg103390su10040933

                                                26

                                                Disclaimer

                                                ThisworkwasauthoredbytheNationalRenewableEnergyLaboratory operatedbyAllianceforSustainableEnergy LLC fortheUSDepartmentofEnergy (DOE)underContractNoDE-AC36-08GO28308Funding provided by US Department of Energy Office of Energy Efficiency and Renewable Energy Federal Energy Management Program by the US Department of Energy Office of Energy Efficiency and Renewable Energy Solar Energy Technologies Office and by the Clean Energy Group Theviewsexpressedinthearticle donotnecessarilyrepresenttheviewsoftheDOEortheUSGovernmentTheUS Governmentretainsandthepublisher byacceptingthearticleforpublication acknowledgesthattheUSGovernmentretainsanonexclusive paid-up irrevocable worldwidelicensetopublishorreproducethepublishedformofthiswork orallow otherstodoso forUSGovernmentpurposes

                                                27

                                                • When Solar+Storage Make Sense
                                                • Costs vs Benefits
                                                • REopt
                                                • Sunlamp Study
                                                • Value of Resilience
                                                • Challenges
                                                • Summary

                                                  Thankyou

                                                  wwwnrelgov

                                                  NRELPR-7A40-71813

                                                  NRELisanationallaboratoryoftheUSDepartmentofEnergyOfficeofEnergyEfficiency andRenewableEnergyoperatedbytheAllianceforSustainableEnergyLLC

                                                  References httpsopeneiorgwikiSolar+Storagereoptnrelgov

                                                  [1] Joyce McLaren Kate Anderson Nick Laws Pieter Gagnon Nicholas DiOrio Xiangkun LiIdentifying Critical Factors in the Cost-effectiveness of Solar and Battery Storage in Commercial BuildingsNRELPR-6A20-70813 February 2018

                                                  [2] Nicholas D Laws Kate Anderson Nicholas A DiOrio Xiangkun Li Joyce McLarenImpacts of valuing resilience on cost-optimal PV and storage systems for commercial buildingsRenewable Energy Volume 127 2018 Pages 896-909 httpsdoiorg101016jrenene201805011

                                                  [3] Emma Elgqvist Kate Anderson and Edward Settle Federal Tax Incentives for Energy Storage SystemsNRELFS-7A40-70384 January 2018

                                                  [4] Eric OShaughnessy Dylan Cutler Kristen Ardani Robert MargolisSolar plus Optimization of distributed solar PV through battery storage and dispatchable load in residential buildingsApplied Energy Volume 213 2018 httpsdoiorg101016japenergy201712118

                                                  [5] Kate Anderson Dylan Cutler Nick DiOrio Emma Elgqvist Nick Laws Dan Olis Andy WalkerOptimizing Storage and Renewable Energy Systems with REoptNRELPO-7A40-70333 December 2017

                                                  [6] Otto VanGeet Emma ElgqvistCampus Energy Approach REopt Overview and Solar for UniversitiesNRELPR-7A40-70252 October 2017

                                                  [7] Kate Anderson Nicholas D Laws Spencer Marr Lars Lisell Tony Jimenez Tria Case Xiangkun Li Dag Lohmann Dylan CutlerQuantifying and Monetizing Renewable Energy Resiliency Sustainability 10(4) 933 2018 httpsdoiorg103390su10040933

                                                  26

                                                  Disclaimer

                                                  ThisworkwasauthoredbytheNationalRenewableEnergyLaboratory operatedbyAllianceforSustainableEnergy LLC fortheUSDepartmentofEnergy (DOE)underContractNoDE-AC36-08GO28308Funding provided by US Department of Energy Office of Energy Efficiency and Renewable Energy Federal Energy Management Program by the US Department of Energy Office of Energy Efficiency and Renewable Energy Solar Energy Technologies Office and by the Clean Energy Group Theviewsexpressedinthearticle donotnecessarilyrepresenttheviewsoftheDOEortheUSGovernmentTheUS Governmentretainsandthepublisher byacceptingthearticleforpublication acknowledgesthattheUSGovernmentretainsanonexclusive paid-up irrevocable worldwidelicensetopublishorreproducethepublishedformofthiswork orallow otherstodoso forUSGovernmentpurposes

                                                  27

                                                  • When Solar+Storage Make Sense
                                                  • Costs vs Benefits
                                                  • REopt
                                                  • Sunlamp Study
                                                  • Value of Resilience
                                                  • Challenges
                                                  • Summary

                                                    References httpsopeneiorgwikiSolar+Storagereoptnrelgov

                                                    [1] Joyce McLaren Kate Anderson Nick Laws Pieter Gagnon Nicholas DiOrio Xiangkun LiIdentifying Critical Factors in the Cost-effectiveness of Solar and Battery Storage in Commercial BuildingsNRELPR-6A20-70813 February 2018

                                                    [2] Nicholas D Laws Kate Anderson Nicholas A DiOrio Xiangkun Li Joyce McLarenImpacts of valuing resilience on cost-optimal PV and storage systems for commercial buildingsRenewable Energy Volume 127 2018 Pages 896-909 httpsdoiorg101016jrenene201805011

                                                    [3] Emma Elgqvist Kate Anderson and Edward Settle Federal Tax Incentives for Energy Storage SystemsNRELFS-7A40-70384 January 2018

                                                    [4] Eric OShaughnessy Dylan Cutler Kristen Ardani Robert MargolisSolar plus Optimization of distributed solar PV through battery storage and dispatchable load in residential buildingsApplied Energy Volume 213 2018 httpsdoiorg101016japenergy201712118

                                                    [5] Kate Anderson Dylan Cutler Nick DiOrio Emma Elgqvist Nick Laws Dan Olis Andy WalkerOptimizing Storage and Renewable Energy Systems with REoptNRELPO-7A40-70333 December 2017

                                                    [6] Otto VanGeet Emma ElgqvistCampus Energy Approach REopt Overview and Solar for UniversitiesNRELPR-7A40-70252 October 2017

                                                    [7] Kate Anderson Nicholas D Laws Spencer Marr Lars Lisell Tony Jimenez Tria Case Xiangkun Li Dag Lohmann Dylan CutlerQuantifying and Monetizing Renewable Energy Resiliency Sustainability 10(4) 933 2018 httpsdoiorg103390su10040933

                                                    26

                                                    Disclaimer

                                                    ThisworkwasauthoredbytheNationalRenewableEnergyLaboratory operatedbyAllianceforSustainableEnergy LLC fortheUSDepartmentofEnergy (DOE)underContractNoDE-AC36-08GO28308Funding provided by US Department of Energy Office of Energy Efficiency and Renewable Energy Federal Energy Management Program by the US Department of Energy Office of Energy Efficiency and Renewable Energy Solar Energy Technologies Office and by the Clean Energy Group Theviewsexpressedinthearticle donotnecessarilyrepresenttheviewsoftheDOEortheUSGovernmentTheUS Governmentretainsandthepublisher byacceptingthearticleforpublication acknowledgesthattheUSGovernmentretainsanonexclusive paid-up irrevocable worldwidelicensetopublishorreproducethepublishedformofthiswork orallow otherstodoso forUSGovernmentpurposes

                                                    27

                                                    • When Solar+Storage Make Sense
                                                    • Costs vs Benefits
                                                    • REopt
                                                    • Sunlamp Study
                                                    • Value of Resilience
                                                    • Challenges
                                                    • Summary

                                                      Disclaimer

                                                      ThisworkwasauthoredbytheNationalRenewableEnergyLaboratory operatedbyAllianceforSustainableEnergy LLC fortheUSDepartmentofEnergy (DOE)underContractNoDE-AC36-08GO28308Funding provided by US Department of Energy Office of Energy Efficiency and Renewable Energy Federal Energy Management Program by the US Department of Energy Office of Energy Efficiency and Renewable Energy Solar Energy Technologies Office and by the Clean Energy Group Theviewsexpressedinthearticle donotnecessarilyrepresenttheviewsoftheDOEortheUSGovernmentTheUS Governmentretainsandthepublisher byacceptingthearticleforpublication acknowledgesthattheUSGovernmentretainsanonexclusive paid-up irrevocable worldwidelicensetopublishorreproducethepublishedformofthiswork orallow otherstodoso forUSGovernmentpurposes

                                                      27

                                                      • When Solar+Storage Make Sense
                                                      • Costs vs Benefits
                                                      • REopt
                                                      • Sunlamp Study
                                                      • Value of Resilience
                                                      • Challenges
                                                      • Summary

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