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Continuous Optimisation JISC Improved Sustainability Across Estates Through The Use of ICT Continuous Optimisation an Imperial College estates initiative reducing the carbon consumption of plant & services, and how ICT infrastructure underpins it’s delivery
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Jisc con optimisation, improved sustainability across the estate through use of ict

Nov 12, 2014

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Page 1: Jisc   con optimisation, improved sustainability across the estate through use of ict

Continuous Optimisation

JISC

Improved Sustainability Across Estates Through The Use of ICT

Continuous Optimisation – an Imperial College estates

initiative reducing the carbon consumption of plant & services, and how ICT infrastructure underpins it’s delivery

Page 2: Jisc   con optimisation, improved sustainability across the estate through use of ict

Continuous Optimisation - Content

Content

• Continuous Optimisation (ConCom) – what is it?– Background– Initiatives

» Flowers building ‘night set-back’» Air change rationalisation» Filter optimisation

• How does ICT support Continuous Optimisation?– TREND system– Carbon Desktop– Real Time Logging

Page 3: Jisc   con optimisation, improved sustainability across the estate through use of ict

Continuous Optimisation

Continuous Optimisation (ConCom) – what is it?

Page 4: Jisc   con optimisation, improved sustainability across the estate through use of ict

Continuous Optimisation - Background

Background

• Imperial College’s ‘Carbon Management Plan’ requires us to achieve a 20% reduction in carbon consumption by 2014.

• 84,026 tCO2 reduced by 16,805tCO2 to 67,221tCO2

• Continuous Optimisation of plant & services, targeted to deliver 4,903tCO2

• This can only be achieved if we have:» Extensive control systems» Robust operational information» The cooperation of the academic community

• As a Science, Engineering and Medicine focussed University, our research and teaching relies heavily on controlled environments.

Page 5: Jisc   con optimisation, improved sustainability across the estate through use of ict

Continuous Optimisation - background

• We are challenging how environments were originally commissioned by considering:

– The original design, at sign-off– How the environments are now being used– The occupation strategy– What service strategies are really needed to provide, safe and

productive environments, without compromising our research & teaching.

• Through Continuous Optimisation (continuous commissioning ‘ConCom’), we are implementing:

– Air change volume adjustments– AHU operational set-backs (temperature & time)– Introducing more efficient plant– Adjusting pump delivery to meet flow demands– Improving filter efficiencies– Introducing occupancy controls e.g. CO2 sensors, ‘user switches’

Page 6: Jisc   con optimisation, improved sustainability across the estate through use of ict

Continuous Optimisation – Flowers building ‘night set-back’

Flowers Building ‘Night set-back’

Initiative

Page 7: Jisc   con optimisation, improved sustainability across the estate through use of ict

Continuous Optimisation – Flowers building ‘night set-back’

Flowers Building ‘Night set-back’

Methodology

• We identified Flowers building main air handling services were operating 24 hours a day, 7 days a week

• Environmental conditions and operational dependencies were discussed with users

• The four supply & extract air handling units were re-commissioned to ensure they could continue to operate to the original design

• This helped establish that new motorised dampers and controls would be required to manipulate the air pressures and volumes, while ensuring that dedicated equipment areas continued to receive 24hr ventilation / cooling.

Page 8: Jisc   con optimisation, improved sustainability across the estate through use of ict

Continuous Optimisation – Flowers building ‘night set-back’

Methodology (cont’d)

• The energy profile for the building was then measured across a normal week

• The new controls and motorised dampers were installed

• The air supply pressure was then reduced from 400pa to 300pa

• The air volume delivered overnight was reduced to an average of 6 air changes / hour, from 13, between 22.00hrs to 07.00hrs.

• The energy profile for the building was measured throughout this process and checked in subsequent weeks.

• Further commissioning followed; reducing air pressures, and extending the time to between 18.00hrs to 07.00hrs, more savings resulted.

Page 9: Jisc   con optimisation, improved sustainability across the estate through use of ict

Continuous Optimisation – Flowers building ‘night set-back’

Savings

• The base load has reduced from 280kW to 210 kW a 70kW saving• Day time air pressure was reduced, heating & cooling savings resulted• This realised overall savings of

Savings kWh £ CO2 Tonnes

Night Set Back 273,000 23,342 145.8

Reduce daytime pressure 218,400 18,673 116.6

Heating & Cooling 70,175 6,000 37.5

Add weekends 28,080 2,401 15.0

Total 589,655 44,416 315

Page 10: Jisc   con optimisation, improved sustainability across the estate through use of ict

Continuous Optimisation – Flowers building ‘night set-back’

Electricity profile the week before the damper replacement and night setback initiation

Dampers replaced (Mon 5th & Tues 6th October)

Night set back initiated Wednesday 7th October

kW

400

320

240

160

80

Base load has reduced from 280kW to 210kW

Page 11: Jisc   con optimisation, improved sustainability across the estate through use of ict

Continuous Optimisation – Air change rationalisation

Air Change Rationalisation

Page 12: Jisc   con optimisation, improved sustainability across the estate through use of ict

Continuous Optimisation – Air change rationalisation

Air Change Rationalisation

• As part of our ConCom programme we challenge the air change strategy for each building, comparing the design, current operation and recommended standards.

• CIBSE guidelines recommend 6 air changes / hr for laboratories.

• We find that our environments are commissioned within significant excesses of this standard, often between 10 and 14 air changes / hr.

• Working closely with users, we measure the current air changes, and then gradually adjust the fan-sets, optimising their delivery but without compromising the business need or safety.

Page 13: Jisc   con optimisation, improved sustainability across the estate through use of ict

Continuous Optimisation – Air change rationalisation

• This approach can deliver significant savings through: – reduced fan motor speeds– reduced heating demands– reduced cooling demands

• An example of this approach in the Sir Alexander Fleming building, where we focussed on 3 of the main AHU’s has already delivered annual savings:

980,588 kWhrs, £31,450 275 tonnesCO2

Page 14: Jisc   con optimisation, improved sustainability across the estate through use of ict

Continuous Optimisation – Air change rationalisation

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  Floor area served m2 Volume served m3/sFloor AHU 1 AHU 2 AHU 3 AHU 1 AHU 2 AHU 3

2 196.35 196.35 392.7 540.0 540.0 1079.9

3 196.35 196.35 392.7 540.0 540.0 1079.9

4 196.35 196.35 151.8 540.0 540.0 417.5

5 196.35 196.35   540.0 540.0  

6 196.35 196.35   540.0 540.0  

981.75 981.75 937.2 2,700 2,700 2,577

Air delivered (design) m3/s     7.96 8.34 9.89

Air delivered (measured 2010) m3/s   8.16 8.77 10.37

Air Delivered (setback) m3/s   5.97 8.09 7.56

ACH (design)       10.6 11.1 13.2

ACH (measured 2010)     10.9 11.7 13.8

ACH (setback)       8.0 10.8 10.1

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Continuous Optimisation – Air change rationalisation

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AHU 1 AHU 2 AHU 3 TOTAL20 20.5 30

73% 92% 73%10 3 1587,600 26,937 131,400 245,937£5,694 £1,751 £8,541 £15,986

47.65 14.65 71.48 133.79tonnes CO2 saved

Approx kW reduction based on Trilon email 15/9/10

kW of fan as foundReduction in volume

kWh reduction over year

Fan power savings

Electricity cost saving @ 6.5p/kWh

AHU 1 AHU 2 AHU 3 Total284,896 84,294 348,333 717,523

£5,698 £1,686 £6,967 £14,35052.42 15.51 64.09 132.02

AHU 1 AHU 2 AHU 3 Total7,625 1,852 7,652 17,128£496 £120 £497 £1,1134.15 1.01 4.16 9.32

AHU 1 AHU 2 AHU 3 Total292,520 86,146 355,985 734,651

£6,194 £1,806 £7,464 £15,46456.57 16.52 68.26 141.34

tonnes CO2

tonnes CO2

kWh£

kWh£

Boiler saving

Chiller saving

Total Heating & Cooling SavingkWh£tonnes CO2

AHU 1 AHU 2 AHU 3 TOTAL380,120 113,083 487,385 980,588£11,888 £3,557 £16,005 £31,450

104.22 31.17 139.74 275.13

Total energy savingkWh reduction over yearCost savingtonnes CO2 saved

Page 16: Jisc   con optimisation, improved sustainability across the estate through use of ict

Continuous Optimisation – Air change rationalisation

Carbon Desktop - Electricity demand profile for Transformer 40 - MCP3 at SAF.

MCP 3 feeds AHUs 1,2,3, 4, 7,8,17,18,16,9 & 23. 

A further £15K in heating and cooling savings using bin weather data.

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Page 17: Jisc   con optimisation, improved sustainability across the estate through use of ict

Continuous Optimisation – Filter Optimisation

Filter Optimisation

Page 18: Jisc   con optimisation, improved sustainability across the estate through use of ict

Continuous Optimisation – Filter Optimisation

Filter Optimisation

• Most air handling units (AHU’s) have integral filter strategies, applied primarily to supply, and for some applications, the extract.

• Filter media provides significant resistance within the air flow path, resistance increases as filters become blocked.

• Higher resistance of the filter, results in increased energy consumed by fan motor to provide the required air flow.

• Initial trials (Carbon Trust Funded) in the SAF building have shown, that by using filter media (e.g. HiFlo bag filters) with a larger surface area, significant savings can be achieved on fan motor power.

Page 19: Jisc   con optimisation, improved sustainability across the estate through use of ict

Continuous Optimisation – Filter Optimisation

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Bag Filters % installed at the IC (approx)

Energy Rating

Comparative Cost per filter

(£)

Details

S Flo - WU series 30% E £19.73Basic economic bag ~ 300mm deep

S Flo – WP series 50% E £18.23Basic economic bag ~ 500+mm deep

Opakfil Green 20% A £60.68Energy efficient “rigid” bagUsed at SAF

Hi Flo – M series 0% A £48.05

Energy efficient – high surface area bagNot used anywhere at IC yet.

Page 20: Jisc   con optimisation, improved sustainability across the estate through use of ict

Continuous Optimisation – Filter Optimisation

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No MeasureImplement

Immediately?

Energy Savings (kWh/yr)

CO2 Savings

(tonnes/yr)

Energy Cost

Savings (£/yr)

Total Life

Cycle Cost

Savings - LCC (£/yr)

SAF 1 Replace HEPAs (H13 to H10) YES 50,430 27 £3,278 £3,278

SAF 2 Replace standard G4 panels with 30/30 panels (implemented) YES 64,347 35 £4,183 £2,574

SAF 3 Replace Opakfil Bags with Hi Flo and remove Panels NO - TRIAL REQ’D 138,325 5 £9,129 £8,037

    

 

253,102 67 £16,590 £13,889

No Measure Energy Savings (kWh/yr)

CO2 Savings

(tonnes/yr)

Energy Savings

(£/yr)

Total Cost

Savings LCC (£/yr)

1-10 All filters measures above 2,271,765 1,156 £146,710 £87,008

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Continuous Optimisation – Filter Optimisation

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No

MeasureImplement

Immediately?

Savings

Current Proposed Energy (kWh/yr)

CO2 (tonnes/yr)

Cost(£/yr)

Total Life Cycle Cost - LCC (£/yr)

1 HEPAs H13 HEPAs H10 MORE INFO REQ’D TBC TBC TBC TBC

2 Standard G4 panels 30/30 panels YES 252,217 137 £16,394 10,936

3 Pad filters 30/30 pleated panel filters YES 126,108 69 £8,197 5,468

4-6 300 mm Bags 600 mm Hi Flo Bags TRIAL REQ’D 464,447 247 £29460 13,691

7 S Flo (WU) & Opakfil (rigid) Bags

Hi Flo Bags (no panels) YES 87,938 48 £5,716 1,443

8 Change panel filters at lower pressure drop YES 252,217 137 16,394 10,936

9 Change bag filters at lower pressure drop YES 162,848 89 10,585 6,273

10 Improved filters &changing regime for AHUs < 15 kW YES 672,888 363 43,373 24,373

11 (SAF) HEPAs H13 HEPAs H10 YES 50,430 27 £3,278 £3,278

12 (SAF) Standard G4 panels 30/30 panels YES 64,347 35 £4,183 £2,574

13 (SAF) Opakfil Bags Hi Flo bags (no Panels) TRIAL REQ’D 138,325 5 £9,129 £8,037

2,271,765 1,156 £146,710 £87,008

Page 22: Jisc   con optimisation, improved sustainability across the estate through use of ict

Continuous Optimisation – Filter Optimisation

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Hi flow bagS Flow bag

Opakfil Rigid bag

30/30 Pleated Panel

Page 23: Jisc   con optimisation, improved sustainability across the estate through use of ict

Continuous Optimisation – How does ICT support Continuous Optimisation?

How does ICT support Continuous Optimisation?

Page 24: Jisc   con optimisation, improved sustainability across the estate through use of ict

Continuous Optimisation – TREND System

TREND System (BMS)

• Imperial College has the largest TREND Building Management System in the UK (original installation commenced1996).

• Traditionally it has been used to monitor the operational status of plant & services and in particular, plant failure (replaced Sauter).

• This system was stand alone with a ‘hard wired’ network, which as it grew, became less reliable and access speed slowed significantly.

• To overcome these issues and future demand we now run the BMS over the Cat 3 network, which assures capacity, improves access and has increased reliability.

• This approach has allowed us to widen access via a web link, and start utilising it’s potential for improving sustainability through better control and awareness.

Page 25: Jisc   con optimisation, improved sustainability across the estate through use of ict

Continuous Optimisation – Flowers building ‘night set-back’

Electricity profile the week before the damper replacement and night setback initiation

Dampers replaced (Mon 5th & Tues 6th October)

Night set back initiated Wednesday 7th October

kW

400

320

240

160

80

Base load has reduced from 280kW to 210kW

Page 26: Jisc   con optimisation, improved sustainability across the estate through use of ict

Continuous Optimisation – Carbon Desktop

Carbon Desktop

Page 27: Jisc   con optimisation, improved sustainability across the estate through use of ict

Continuous Optimisation – Carbon Desktop

Page 28: Jisc   con optimisation, improved sustainability across the estate through use of ict

Continuous Optimisation – Carbon Desktop

Pre Set-Back Post Set-Back

Page 29: Jisc   con optimisation, improved sustainability across the estate through use of ict

Continuous Optimisation – Carbon Desktop

Weekly range =0.4 tCO2

Pre Set-Back

Page 30: Jisc   con optimisation, improved sustainability across the estate through use of ict

Continuous Optimisation – Carbon Desktop

Post Set-Back

Weekly Range = 0.8 tCO2

Page 31: Jisc   con optimisation, improved sustainability across the estate through use of ict

Continuous Optimisation – Real Time Logging

Real Time Logging

Page 32: Jisc   con optimisation, improved sustainability across the estate through use of ict

Continuous Optimisation – Real Time Logging

Real Time Logging

• Imperial College has spent over £1M in extending our metering capacity in the past 2.5 years.

• Despite this investment, this growth generally doesn’t extend itself to individual items of plant, which can make assessment of actual load, and any beneficial improvements difficult to monitor.

• We are introducing ‘Real Time Logging’ utilising meters with radio interfaces linking to an accessible website.

• This allows us to run real time trials e.g. AHU fan motors with filter changes and verify savings.

Page 33: Jisc   con optimisation, improved sustainability across the estate through use of ict

Continuous Optimisation – How does ICT support Continuous Optimisation?

• The use of these approaches, provide fundamental support to our ConCom programme and help to:

– Raise awareness within the academic community

– Demonstrate improved sustainable performance

– Validate data and savings

Page 34: Jisc   con optimisation, improved sustainability across the estate through use of ict

Continuous Optimisation

How are we achieving improved sustainability

Building Management

Academic Community

ICT Services

TOGETHER