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Page 1: 5   cired2013 planning of power distribution systems

Jasper Frunt

May 8th 2013

CIRED 2013 NL Preparation

Page 2: 5   cired2013 planning of power distribution systems

CIRED 2013

May 8th 2013

4 Subjects from special report

Risk assessment and asset management

- Risk assessment

- Reliability assessment

Network development

- Innovative Power Distribution

- Active Networks

- Smart Grid Systems and Applications

- DC Distribution Systems

Distribution planning

- General Planning

- Automation and Reactive Compensation Planning

- EV Accomodation Planning

- Distribution Planning in the Era of Smartgrid

Methods and Tools

- Load Modelling and Profiling

- Load Forecasting

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Paper overview

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Paper overview

121 papers

7 from NL

83 reviewed

- 34 do read

- 30 read for specialists

- 18 do not read

- 1 paper not present

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Paper evaluations

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Reviewers from DNV KEMA

Gabriël Bloemhof

Roger Cremers

Gerben Dekker

Harold Dijk

Jasper Frunt

Evert de Haan

Peter Vaessen

Michel Verburg

Yongtao Yang

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Review options

Advise to read is given by one of these symbols.

Relevance for NL indicated by:

Authors from NL

7

JKL

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General typical observations Gabriël (his share of papers)

Quality of papers seems to increase (Just a few bad papers).

- Topics vary from very practical isolated single case studies to very broad theoretical

discussions

- The intermediate ones are most interesting, applying tough theory to harsh practice.

Very few papers from multiple countries

- Meaning for international cooperation?

Dutch papers rarely refer to related or even similar neighbors' utilities activities

- Meaning for national cooperation?

Methodology trends continue

- More awareness about limitations of “conventional” ways of planning or operation.

- More attention to newer methods, including optimization, probabilistics, …

- No new standard or tool emerging already yet

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JJJJJJJ

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1. Risk assessment and asset management

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0208 Risk analysis of alternatives to N-1 reserves in a network with large amounts of

wind power Bollen, Chen, Etherden, SWEDEN

This paper is about local straightforward alternatives to N-1 reserves when

connecting a wind farm to the grid

And it is about how these alternatives affect the actual produced wind power.

Innovations are the simple and elegant way of solving the issue.

A technical risk of DNOs is transferred into an economic risk for wind farm owners.

Conclusions are that although more research is needed, when N-1 can be

circumvented some of the problems surrounding wind power are not relevant

anymore.

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0307 Investing In The Future: Long-term Optimization Of Asset Replacement In The

Collective Regional Electricity Grids Of The Netherlands Brouns, Poorts, (Enexis) NETHERLANDS

Paper presents results of a study on the effects of asset ageing on the reliability

and affordability of the collective regional electricity grids of The Netherlands.

Considers:

- Population and outage data (Nestor), aged-related failures and non-age related

- different scenario’s: No action, Plans issued in 2009, Theoretically optimal (with different

objectives)

- Distribution automation, Intensified maintenance, Prevention of failures due to excavations,

Larger workforce for emergency shift

Recommendations for further research and consultation:

- Determine at a strategic level which (long-term) SAIDI the DNOs aim for.

- Further in-depth research into failure modes, failure

behaviour and failure curves of components

- Biennial evaluation and recalibration of the study,

updating model assumptions and estimations.

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0345 Multi-criteria Optimization Of Maintenance Activities Germany

Evaluation of the long-range investment and resource planning of the assets of the

complete power system. Aim: to reduce the maintenance costs under the condition

to keep the availability on a high level.

This multi-criteria task (competitive targets, reliability and economy) is

exemplary solved on the basis of three different assets groups (power transformers,

circuit-breakers and disconnectors).

to decrease the number of combinations substantially game theory is applied.

Multi-targets are translated into single utility function

Method is described, but not in detail

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1482 Building a framework for integrated risk management of compl. projects: the

case of a major distr network investment Houghton, Ackermann, Howick, Quigley, Walls, UK

This paper is about a process in which risks of a major renewable integration project

were identified and managed. The paper describes the process, the workshops, and

the development of an integrated risk management framework that covers both

operational as well as systemic risks.

Innovations are that ‘soft’ risk assessment methods like group sessions are

combined with ‘hard’ risk modeling using bayesian networks.

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2. Network development

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0718 Improving Quality Of Supply And Usage Of Assets In Distribution Grids By

Introducing A “Smart Operator” Germany

This paper is about a project to develop a “Smart Operator”.

The following objectives are to be reached:

- Increased grid efficiency, intelligent monitoring and steering of producers, storage and

consumers, improved load management, innovative grid components

- regulated local grid transformers, various types of electrochemical storage, remotely controlled low

voltage switches, charging stations for electric vehicles, home energy controller (HEC).

- Proof of technical functionality (at first under laboratory conditions), as well as of the

applicability of the developed technology in the grid based on three field tests

- Recommendations on regulation for grid operators based on the results of this pilot project

- Assessment of effects on the grid of storage operation and usage of consumer flexibility.

Demonstrations 2013-2014.

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0726 I-net, The Reality Of An Intelligent Distribution Network Heerbaart, Kuipers, Baldinger, (Alliander, Eaton, Locamation ) Netherlands

About Lianders Smart Grid (e.g. in Amsterdam, area 10 000 households))

bidirectional operation, self-healing functionality, automatic fault localization

SASensor in Xiria substations intelligent distribution substations (iDR - 20/10kV)

- New fiber optic network rolled out for sophisticated use

Practical descriptions of setup, progress and successes.

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1292 A SYSTEM ENGINEERING APPROACH TO LOW VOLTAGE DC DISTRIBUTION Tero KAIPIA et. al. Finland and Wookyu CHAE et. al. Korea

This paper is about the overall system engineering aspects of LVDC electricity

distribution.

And it is also about the importance of the standardisation of LVDC technology.

Innovations is: a methodology for selecting the techno-economic optimal voltage

level within the boundary conditions set by the DC system application and the

operating environment.

Conclusions are

- A comprehensive system engineering approach is needed for LVDC technology to ensure

the compatibility between applications.

- As LVDC is still quite immature, standardisation should leave enough freedoms for system

designers and developers.

- Safety issues must be emphasised.

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1330 THE EFFECTIVENESS OF USING IEC61660 FOR CHARACTERISING SHORT-CIRCUIT

CURRENTS OF FUTURE LOW VOLTAGE DC DISTRIBUTION NETWORKS Abdoulah EMHEMED Graeme Burt, UK

This paper is about the effectiveness of using IEC61660 for short-circuit current

characterisation of LVDC

And it is also about

- Potential benefits the LVDC offers for future power systems

- challenges brought by the LVDC technology for understanding fault behaviour and effective protection

systems.

Conclusions are: by comparing IEC61660-based calculation and PSCAD/EMTDC simulation, it

shows:

- IEC61660 is effective for faults at the converter terminal, except the IEC decay time for fault current is

significant faster than that from the PSCAD simulation.

- For remote faults, IEC61660 still gives correct steady-state fault current, but less accurate

(underestimating the severity) for characterising the capacitor discharging currents.

- LVDC system designed based on IEC61660 will experience problem with, component rating and fault

detection.

- The reason for the error, IEC61660 was developed for small DC auxiliary installations, not for large

networks.

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1340 Storage Simulations For Distribution System Analysis (EPRI) USA

This paper describes three types of storage simulations on distribution systems for

three different time frames: capacity evaluations in 15-min intervals; renewable

generation smoothing in 1-min intervals; and electromechanical dynamics analysis

in intervals ranging from seconds down to microseconds.

library of dynamic models (developed by EDF) comprises the following DESS

structure: storage media – chopper – voltage-controlled dc-bus – inverter – grid.

the sequential-time simulation modes require more

sophisticated models and more data than simple static

power flow evaluation. Dynamics models of inverter-based

storage may require values of more than 30 parameters.

“Challenge” for most distribution planners. Some form

of standard model framework must be developed

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3. Distribution planning

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0257 Impacts Of Large-scale Integration Of PV Based Generations In A Mesh-

connected Low Voltage Network Bhattacharyya, Cobben, Toonen, (Endinet, Alliander) Netherlands

This paper is about impact of (massive) PV in a meshed LV grid.

Note: EV is ignored.

Test network is simulated in Gaia software

Practical approach to practical problem.

Conclusions are that massive introduction of PV may lead to violate EN50160

voltage requirements. Endinet plans a pilot project.

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0500 “Smart Planning” – An Integrated Approach For Distribution System Planning

To Cope With Its Future Requirements Germany

This paper is about integrating challenges: - decentralized renewable sources are increasing.

- Prediction scenarios construction of renewable energy sources resp. decommissioning of

conventional generation are divergent and heterogeneous.

- The asset base mainly built during economic expansion periods within the last century are

shifting to critical states.

- Investment budgets are shrinking.

to address these challenges - Find synergies between network expansion planning and strategic asset management, using

practical rules from DNO

- Use computer models and optimization techniques, like Genetic Optimization

- Combine probabilistic scenario identification, network expansion planning, maintenance

planning, contingency analysis, asset simulation, financial valuation, network optimization.

The developed “new” integrated approach will be used for an analysis of a real

distribution system. The practicability will be demonstrated by end of 2013 by

integrating the different modules in the asset optimization process.

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0609 First Use Of Smart Grid Data In Distribution Network Planning France, Spain

ERDF "ERABLE" project aims at creating value from smart meter data in terms of

distribution network planning and power quality improvement.

Automatically runs a “playback”, day after day, of the system by projecting the

measured load curves into DIgSILENT PowerFactory (DPL scripts, new API).

Calculations detect constraints and consider load balancing as operational

reinforcement alternative.

Describes daily and monthly process, and data handling issues

Future additional developments

- Implementation of new Smart Grid controls

- Probabilistic power flow based on individual load model

- Global simulation integrating MV and LV networks.

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0622 MARKET POTENTIAL ANALYSIS FOR THE PROVISION OF BALANCING

RESERVE WITH A FLEET OF ELECTRIC VEHICLES Raths, Schnettler, Pollok, Brandt, Sowa, Eckstein, Germany

This paper is about providing ancillary services (balancing reserves) with electric

vehicles and as such increasing the market potential. Based on a case study of the

German energy market the economic feasibility is assessed.

The findings suggest favourable economics for balancing reserve services which is

stated to create a positive momentum for electric vehicle uptake in Germany. The

three balancing reserve markets (primary, secondary and tertiary) are assessed. A

combined annual profit of 100 to 150 euro per EV is found to be possible.

The profit maximization is done via linear programming.

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0624 Novel Algorithm To The Multi-stage Grid Expansion Problem Taking Into Account Grid

Topology Modifications And Storage Devices Germany

multi-stage grid expansion problem: Grid topology modifications by dynamically

added busses and electrical storage devices

Includes mathematical formulation: mixed integer linear programming problem with

a non-convex solution space.

Uses heuristic Branch & Bound method, adapted for non-convex solution space

(due to storage devices) -> "Split and Stint Algorithm" (S&S)

Applied to several test systems, like IEEE

further research:

- solve bigger problems

- energetic verification for storage units

- (mutual charging is not yet regarded).

- Simultaneous power line and storage-technologies.

- stochastic variables renewable energy

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0807 Network planning case study utilising real-time thermal ratings

and computational fluid dynamics Greenwood, Ingram, Taylor, Collinson, Brown, UK

This paper is about:

- Real time thermal rating of overhead lines

- Application of RTTR on real distribution system

Innovations are:

- CFD modelling of overhead line routes

Conclusions are:

- Dynamic rating of overhead lines is much higher than static rating provided that correct route

is chosen

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0840 A MULTI-AGENT BASED APPROACH FOR SIMULATING G2V AND V2G

CHARGING STRATEGIES FOR LARGE ELECTRIC VEHICLE FLEETS Übermasser, Stifter, Germany

This paper is about creating a platform to determine the optimzation of charging

fleets of EVs. Temperature dependency and charging losses have been

implemented. Based on defined defined power limits and power generation a

charging algorithm was developed that enables allocation of charging power to

individual vehicles as a function of their state-of-charge.

It is concluded that the algorithm provided decreases the number of vehicles which

run out of energy during the next trip and might increase the level of acceptance.

The algorithm optimizes charging via minimizing the number of vehicles with low

state-of-charge (under threshold).

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0847 Avoiding MV-network Expansion By Distributed Voltage Control Germany

using VCDT-technology (Voltage Controlled Distribution Transformers) for an area-

wide dispersed voltage control is at first explained, then shown in its effects on rural

MV grids and finally discussed in its advantages and disadvantages.

Theoretic analyses show that DVC is a promising approach to integrate lots of

additional DG with little or none extra network expansion. At the same time, high

rates of heat pumps and e-cars can be integrated easily in existing MV grids.

The next steps are:

- an extended study with more substations

- in-depth study about (n-1)-conditions

- development of network planning rules for the application

of VCDT technology under standard conditions

A field study starts February 2013 by changing transformers

in two entire villages. First results may be presented in June.

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1046 Requirements For Advanced Decision Support Tools In Future Distribution

Network Planning Grond, Morren, Slootweg, (Enexis, TU/e) Netherlands

Need and requirements for advanced decision support tools in future network

planning from a distribution network operator perspective.

The existing tools will no longer be satisfactory for future application due to present

developments in the electricity sector that increase uncertainty.

Advanced decision support tools require the most efficient optimization techniques,

must be able to find the optimal investment path considering multiple scenarios, and

should not only consider classic expansion strategies but also intelligent ones (e.g.

energy storage and controlling active demand).

Generic overview, pleading for innovation

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1241 IMPACT OF THE LARGE SHARE OF RENEWABLE GENERATION ON

INVESTMENT COSTS AT THE EXAMPLE OF AUW DISTRIBUTION NETWORKS Birgit MEYER et al GERMANY

This paper is about the large scale implementation of distributed generation (wind

and PV) in MV and LV networks in the southern part of Germany

Several solutions like conventional network extension, energy storage, load

management and smart grid component are compared in terms of number of assets

and investment costs

Innovations are smart solutions for the implementation of DER (smart grid

technologies, regulated distribution transformers etc.)

Conclusions:

- Future renewable generation should be integrated directly into the medium or high voltage network to

meet the 2022 target

- Load management is not effective due to high infeed versus relatively low load

- Smart grid components and battery storage should be implemented in the future German regulation

system in order to make them economically viable

- If regulated distribution transformers are installed, no additional LV network extension is required

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1356 ANALYSIS OF THE OPTIONS TO REDUCE THE INTEGRATION COSTS OF RENEWABLE GENERATION IN THE

DISTRIBUTION NETWORKS. PART 2: A STEP TOWARDS ADVANCED CONNECTION STUDIES TAKING INTO ACCOUNT THE

ALTERNATIVES TO GRID REINFORCEMENT

Gauthier DELILLE Gilles MALARANGE Christophe GAUDIN, France

This paper presents a tool (under development at EDF R&D) for DG/RES connection

studies, that analyses the merit order of various grid reinforcement alternatives.

Considered Grid reinforcement alternatives:

- Distribution grid reinforcement

- Reactive power control at the Point of Common Coupling: constant Power Factor

- Generation Curtailment

- Distributed Energy Storage System

The tool is developed within Matlab environment

Innovations: merit order analysis of grid reinforcement alternatives in DG/RES grid

connection studies

Conclusions: further research topics: statistical representativity, sensitivity studies and

implementation of the proposed approach within ERDF planning tools.

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1419 IMPACTS OF PHOTOVOLTAICS ON LOW VOLTAGE NETWORKS: A

CASE STUDY FOR THE NORTH WEST OF ENGLAND Alejandro NAVARRO, Luis F. OCHOA, Pierluigi MANCARELLA, Dan RANDLES, UK

This paper investigates the impacts of different PV penetrations on a real LV network

located in the North West of England.

Two Scenarios based on location: closer to and further from the distribution transformer.

Modelling aspects:

- Monte Carlo approach is used.

- Time-series behaviour of loads and PV generation: 5-min resolution models for domestic

load and PV generation

- Load profile and PV profile are linked

Impact indices:

- Percentage of consumers with voltage problems

- Utilisation factor of the main feeder

Innovations: none

Conclusions: PV location plays a significant role on the potential impacts on voltage. Longer

feeders present voltage issues sooner than shorter ones.

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1456 LIVING LAB ‘ROTTERDAM TESTS ELECTRIC DRIVING’ (FOCUS ON THE

MONITORING OF THE IMPACT ON THE ELECTRIC GRID) FIDDER, NEURAY, STRENG, JAHN, VAN LUMIG, NETHERLANDS

This paper focusses on the impact of electric driving on the electricity grid. With this

purpose measured loads in MV/LV distribution substations and load profiles from

EVs are combined. This enables an evaluation of the moment, the place and at

what level of charging point penetration the grid starts to saturate.

It is concluded that with active control from the DSO, it is possible to double the

number of charging poles on office locations, provided the EVs stay connected to

the charging point for 8 hours and charge for 4 hours.

In the analyzed residential areas, at least a doubling of the number of charging

cycles can be achieved by active control.

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4. Methods and Tools

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0018 Changes In Forecasting Of HV/MV-transformer Loading Due To Distributed

Generation Berende, De Ruiter, Morren, (Enexis) Netherlands

Enexis has adapted its load forecasting method for HV/MV-transformers to

incorporate the influence of distributed generation.

AMR measurement data, total generation and total demand in an MV-grid can be

determined and separate forecasted, with a certain correlation between demand

and generation for different types of DG. Forecasts can be merged into a single

forecast of transformer loading.

Based on the correlation a minimum DG infeed can be determined, as a

percentage of installed generation capacity.

The forecast can be used in the regular

network planning process, reducing uncertainty

and (probably, but not in the papers conclusion)

may save money or postpone replacements.

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0724 DYNAMIC EQUIVALENTS OF ACTIVE DISTRIBUTION POWER

SYSTEMS FOR INVESTIGATION OF TRANSIENT STABILITY Traian N. PREDA, Kjetil Uhlen Dag Eirik Nordgård, Trond Toftevaag, Norway

This paper describes a method for power systems reduction and aggregation of generators to

obtain dynamic equivalents of distribution power systems with DG units. Criteria to validate

this method for distribution power systems are proposed.

The method consists of the following steps:

- DG units coherency identification

- DG unit dynamic aggregation

- DPS network reduction

Innovations: none

Conclusions: The dynamic equivalent obtained for DPS preserves the original response, in

terms of voltage magnitude and angle variations.

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www.dnvkema.com

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ALL PAPERS

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(018) Changes In Forecasting Of HV/MV-transformer Loading Due To

Distributed Generation Berende, De Ruiter, Morren, (Enexis) Netherlands

Enexis has adapted its load forecasting method for HV/MV-transformers to

incorporate the influence of distributed generation.

AMR measurement data, total generation and total demand in an MV-grid can be

determined and separate forecasted, with a certain correlation between demand

and generation for different types of DG. Forecasts can be merged into a single

forecast of transformer loading.

Based on the correlation a minimum DG infeed can be determined, as a

percentage of installed generation capacity.

The forecast can be used in the regular

network planning process, reducing uncertainty

and (probably, but not in the papers conclusion)

may save money or postpone replacements.

50

J

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May 8th 2013

0208 Risk analysis of alternatives to N-1 reserves in a network with large amounts of

wind power Bollen, Chen, Etherden, SWEDEN

This paper is about local straightforward alternatives to N-1 reserves when

connecting a wind farm to the grid

And it is about how these alternatives affect the actual produced wind power.

Innovations are the simple and elegant way of solving the issue.

Conclusions are that although more research is needed, when N-1 can be

circumvented some of the problems surrounding wind power are not relevant

anymore.

51

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0229 Netw Planning and decision support tool for integration of low carbon tech and solutions Hollingworth, Mukherjee, Hodges, Miller, Lyons, UK

This paper is about a newly developed software tool to support network planning.

And it is about some of the details of that software.

Innovations are the presentation of several grid design alternatives. However, it is

not fully clear how those alternatives are generated or assessed. Moreover, it

seems to be based on a specific set of load flow softwares and information

databases, and as such not easily implementable at other DSOs.

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(257) Impacts Of Large-scale Integration Of PV Based Generations In A Mesh-

connected Low Voltage Network Bhattacharyya, Cobben, Toonen, (Endinet, Alliander) Netherlands

This paper is about impact of (massive) PV in a meshed LV grid.

Note: EV is ignored.

Test network is simulated in Gaia software

Practical approach to practical problem.

Conclusions are that massive introduction of PV may lead to violate EN50160

voltage requirements. Endinet plans a pilot project.

53

J

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0302 A methodology for ranking locations according to the likelihood and consequence of

extreme events Blake, Taylor, Miller, UK

This paper is about a practical method to rank locations based on a sound risk

methodology.

It illustrates how locations can be ranked in a practical manner that allows on the

one hand for standard risk and reliability calculations and on the other hand for

expert judgement.

Innovations are limited: this method has been known. However, the paper is well

presented and applicable.

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(307) Investing In The Future: Long-term Optimization Of Asset Replacement

In The Collective Regional Electricity Grids Of The Netherlands Brouns, Poorts, (Enexis) NETHERLANDS

Paper presents results of a study on the effects of asset ageing on the reliability

and affordability of the collective regional electricity grids of The Netherlands.

Considers:

- Population and outage data (Nestor), aged-related failures and non-age related

- different scenario’s: No action, Plans issued in 2009, Theoretically optimal (with different

objectives)

- Distribution automation, Intensified maintenance, Prevention of failures due to excavations,

Larger workforce for emergency shift

Recommendations for further research and consultation:

- Determine at a strategic level which (long-term) SAIDI the DNOs aim for.

- Further in-depth research into failure modes, failure

behaviour and failure curves of components

- Biennial evaluation and recalibration of the study,

updating model assumptions and estimations.

55

J

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May 8th 2013

(345) Multi-criteria Optimization Of Maintenance Activities Germany

evaluation of the long-range investment and resource planning of the assets of the

complete power system. Aim: to reduce the maintenance costs under the condition

to keep the availability on a high level.

This multi-criteria task (competitive targets, reliability and economy) is

exemplary solved on the basis of three different assets groups (power transformers,

circuit-breakers and disconnectors).

to decrease the number of combinations substantially game theory is applied.

Multi-targets are translated into single utility function

Method is described, but not in detail

56

J

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(500) “Smart Planning” – An Integrated Approach For Distribution System

Planning To Cope With Its Future Requirements Germany

This paper is about integrating challenges: - decentralized renewable sources are increasing.

- Prediction scenarios construction of renewable energy sources resp. decommissioning of

conventional generation are divergent and heterogeneous.

- The asset base mainly built during economic expansion periods within the last century are

shifting to critical states.

- Investment budgets are shrinking.

to address these challenges - Find synergies between network expansion planning and strategic asset management, using

practical rules from DNO

- Use computer models and optimization techniques, like Genetic Optimization

- Combine probabilistic scenario identification, network expansion planning, maintenance

planning, contingency analysis, asset simulation, financial valuation, network optimization.

The developed “new” integrated approach will be used for an analysis of a real

distribution system. The practicability will be demonstrated by end of 2013 by

integrating the different modules in the asset optimization process.

57

J

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0577 DEVELOPING INDICATORS FOR MONITORING VULNERABILITY

OF POWER LINES – CASE STUDIES Matthias HOFMANN, Oddbjørn GJERDE, Gerd H. KJØLLE, Eivind GRAMME, Johan G. HERNES, Jan A. FOOSNÆS, Norway

This paper is about how information from vulnerability analyses and existing

maintenance management systems can be combined with information about threats

and criticality to establish vulnerability indicators for power lines

And it illustrates the development of vulnerability indicators for critical power lines

through two case studies together with network companies.

Innovations are

- Combining Expert Assessment and Calculation based on data

- Identifying critical assets to limit the effort of data collection and indicator modelling

Conclusions are

- More effort is required for a consistent set of indicators

- Aggregation and weighting are important to represent the vulnerability on an aggregated

level.

- Leading indicators ( future vulnerability ) are a remaining challenge.

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(609) First Use Of Smart Grid Data In Distribution Network Planning France, Spain

ERDF "ERABLE" project aims at creating value from smart meter data in terms of

distribution network planning and power quality improvement.

Automatically runs a “playback”, day after day, of the system by projecting the

measured load curves into DIgSILENT PowerFactory (DPL scripts, new API).

Calculations detect constraints and consider load balancing as operational

reinforcement alternative.

Describes daily and monthly process, and data handling issues

Future additional developments

- Implementation of new Smart Grid controls

- Probabilistic power flow based on individual load model

- Global simulation integrating MV and LV networks.

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0622 MARKET POTENTIAL ANALYSIS FOR THE PROVISION OF BALANCING

RESERVE WITH A FLEET OF ELECTRIC VEHICLES Raths, Schnettler, Pollok, Brandt, Sowa, Eckstein, Germany

This paper is about providing ancillary services (balancing reserves) with electric

vehicles and as such increasing the market potential. Based on a case study of the

German energy market the economic feasibility is assessed. The findings suggest

favourable economics for balancing reserve services which is stated to create a

positive momentum for electric vehicle uptake in Germany. The three balancing

reserve markets (primary, secondary and tertiary) are assessed. A combined annual

profit of 100 to 150 euro is found to be possible.

The profit maximization is done via linear programming.

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(624) Novel Algorithm To The Multi-stage Grid Expansion Problem Taking Into Account

Grid Topology Modifications And Storage Devices Germany

multi-stage grid expansion problem: Grid topology modifications by dynamically

added busses and electrical storage devices

Includes mathematical formulation: mixed integer linear programming problem with

a non-convex solution space.

Uses heuristic Branch & Bound method, adapted for non-convex solution space

(due to storage devices) -> "Split and Stint Algorithm" (S&S)

Applied to several test systems, like IEEE

further research:

- solve bigger problems

- energetic verification for storage units

- (mutual charging is not yet regarded).

- Simultaneous power line and storage-technologies.

- stochastic variables renewable energy

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0664 COMPARING LOAD ESTIMATION METHODS FOR DISTRIBUTION SYSTEM

ANALYSIS ARRITT, DUGAN, USA

Load allocations for distribution system analysis is one area in system modelling

where simple, generalized assumptions are commonly made by distribution

planners for lack of better data. In this paper three techniques (Transformer kVA

allocation, Monthly Usage Allocation, Class Loadshape Allocations) for load

allocation are analyzed and compared to the case with actual AMI (advanced

metering infrastructure) data for all customers. Using the load allocation, network

analyses have been performed.

It is concluded that AMI will provide distribution planners with greatly improved

predictions of actual system performance. Other methods not only under-report

overloads but also mis-report overloads. For network losses the Monthly Usage

Allocation gives similar results to AMI.

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(718) Improving Quality Of Supply And Usage Of Assets In Distribution Grids

By Introducing A “Smart Operator” Germany

This paper is about a project to develop a “Smart Operator”.

The following objectives are to be reached:

- Increased grid efficiency, intelligent monitoring and steering of producers, storage and

consumers, improved load management, innovative grid components

- regulated local grid transformers, various types of electrochemical storage, remotely controlled low

voltage switches, charging stations for electric vehicles, home energy controller (HEC).

- Proof of technical functionality (at first under laboratory conditions), as well as of the

applicability of the developed technology in the grid based on three field tests

- Recommendations on regulation for grid operators based on the results of this pilot project

- Assessment of effects on the grid of storage operation and usage of consumer flexibility.

Demonstrations 2013-2014.

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0724 DYNAMIC EQUIVALENTS OF ACTIVE DISTRIBUTION POWER

SYSTEMS FOR INVESTIGATION OF TRANSIENT STABILITY Traian N. PREDA, Kjetil Uhlen Dag Eirik Nordgård, Trond Toftevaag, Norway

This paper describes a method for power systems reduction and aggregation of generators to

obtain dynamic equivalents of distribution power systems with DG units. Criteria to validate

this method for distribution power systems are proposed.

The method consists of the following steps:

- DG units coherency identification

- DG unit dynamic aggregation

- DPS network reduction

Innovations: none

Conclusions: The dynamic equivalent obtained for DPS preserves the original response, in

terms of voltage magnitude and angle variations.

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(726) I-net, The Reality Of An Intelligent Distribution Network Heerbaart, Kuipers, Baldinger, (Alliander, Eaton, Locamation ) Netherlands

About Lianders Smart Grid (e.g. in Amsterdam, area 10 000 households))

bidirectional operation, self-healing functionality, automatic fault localization

SASensor in Xiria substations intelligent distribution substations (iDR - 20/10kV)

- New fiber optic network rolled out for sophisticated use

Practical descriptions of setup, progress and successes.

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0807 Network planning case study utilising real-time thermal ratings

and computational fluid dynamics Greenwood, Ingram, Taylor, Collinson, Brown, UK

This paper is about:

- Real time thermal rating of overhead lines

- Application of RTTR on real distribution system

Innovations are:

- CFD modelling of overhead line routes

Conclusions are:

- Dynamic rating of overhead lines is much higher than static rating provided that correct route

is chosen

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0840 A MULTI-AGENT BASED APPROACH FOR SIMULATING G2V AND V2G

CHARGING STRATEGIES FOR LARGE ELECTRIC VEHICLE FLEETS Übermasser, Stifter, Germany

This paper is about creating a platform to determine the optimzation of charging

fleets of EVs. Temperature dependency and charging losses have been

implemented. Based on defined defined power limits and power generation a

charging algorithm was developed that enables allocation of charging power to

individual vehicles as a function of their state-of-charge.

It is concluded that the algorithm provided decreases the number of vehicles which

run out of energy during the next trip and might increase the level of acceptance.

The algorithm optimizes charging via minimizing the number of vehicles with low

state-of-charge (under threshold).

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(847) Avoiding MV-network Expansion By Distributed Voltage Control Germany

using VCDT-technology (Voltage Controlled Distribution Transformers) for an area-

wide dispersed voltage control is at first explained, then shown in its effects on rural

MV grids and finally discussed in its advantages and disadvantages.

Theoretic analyses show that DVC is a promising approach to integrate lots of

additional DG with little or none extra network expansion. At the same time, high

rates of heat pumps and e-cars can be integrated easily in existing MV grids.

The next steps are:

- an extended study with more substations

- in-depth study about (n-1)-conditions

- development of network planning rules for the application

of VCDT technology under standard conditions

A field study starts February 2013 by changing transformers

in two entire villages. First results may be presented in June.

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1175 ON THE TEMPERATURE DEPENDENCE OF THE LOAD CURVE OF THE CITY

OF ZURICH KLEMENZ, BADER, LUTERNAUER, SWITZERLAND

This paper deals with the correlation between electricity consumption in the city of

Zurich and the outside temperature. A tend to rising energy consumption in summer

can be observed. The contribution gives indication regarding evolution of peak load

in the future for dimensioning the distribution grid.

It is concluded that the temperature dependence of the load can best be described

by a polynomial of the fourth degree and the radiation effect on the load (global

radiation) by a linear trend.

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(1096) A Testbed For The Assessment Of Active Network Management

Applications Using Simulation And Communications Emulation UK

This paper is about Active Network Management (ANM)

ANM covers a number of control techniques:

- Power Flow Management;

- Voltage Management;

- Automatic Restoration

- System Balancing;

- Increased Visibility of Network Conditions

Simulation-based testing is proposed to assess the merits of ANM. Paper presents

a flexible testbed for ANM solutions, using commercially available software in a

real-time environment. (e.g. PowerFactory, RSCAD (RTDS), Phyton, OPNET …)

Future work includes validating the testbed against an existing case

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1266 The impact of EV’s fast charging stations on the MV distribution

grids of the Milan metropolean area Mauri, Bertini, Fasciolo, Fratti, Italy

This paper is about:

- Impact of EV fast charging stations on grid of Milan in 2030

- Grid support by storage units placed at fast charging stations

Innovations are:

- N.A.

Conclusions are:

- The robust urban distribution network of Milan is able to handle additional EV demand

without exceeding voltage limits

- The use of storage units will alleviate voltage problems in other urban distribution networks

where fast charging stations may cause such problems

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(1340) Storage Simulations For Distribution System Analysis (EPRI) USA

This paper describes three types of storage simulations on distribution systems for

three different time frames: capacity evaluations in 15-min intervals; renewable

generation smoothing in 1-min intervals; and electromechanical dynamics analysis

in intervals ranging from seconds down to microseconds.

library of dynamic models (developed by EDF) comprises the following DESS

structure: storage media – chopper – voltage-controlled dc-bus – inverter – grid.

the sequential-time simulation modes require more

sophisticated models and more data than simple static

power flow evaluation. Dynamics models of inverter-based

storage may require values of more than 30 parameters.

“Challenge” for most distribution planners. Some form

of standard model framework must be developed

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(1426) Power System Planning In Distribution Networks Today And In The

Future With Smart Grids Norway

Describes planning process in NTE Nett, what

might change when (DER) are integrated. Plus

new challenges and possibilities the (DSO) will

face regarding planning within smart grids.

Topics (briefly overviewed): - Load profiles

- Voltage level in MV and LV, weak grid issues

- LV with isolated neutral

- Integration of DG

- new components

- telecom, sensors, meters, PLC,

power electronics, control systems,

- Smart meter data, ICT

- Demand respons

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(1046) Requirements For Advanced Decision Support Tools In Future

Distribution Network Planning Grond, Morren, Slootweg, (Enexis, TU/e) Netherlands

Need and requirements for advanced decision support tools in future network

planning from a distribution network operator perspective.

The existing tools will no longer be satisfactory for future application due to present

developments in the electricity sector that increase uncertainty.

Advanced decision support tools require the most efficient optimization techniques,

must be able to find the optimal investment path considering multiple scenarios, and

should not only consider classic expansion strategies but also intelligent ones (e.g.

energy storage and controlling active demand).

Generic overview, pleading for innovation

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1241 IMPACT OF THE LARGE SHARE OF RENEWABLE GENERATION ON

INVESTMENT COSTS AT THE EXAMPLE OF AUW DISTRIBUTION NETWORKS Birgit MEYER et al GERMANY

This paper is about the large scale implementation of distributed generation (wind

and PV) in MV and LV networks in the southern part of Germany

Several solutions like conventional network extension, energy storage, load

management and smart grid component are compared in terms of number of assets

and investment costs

Innovations are smart solutions for the implementation of DER (smart grid

technologies, regulated distribution transformers etc.)

Conclusions:

- Future renewable generation should be integrated directly into the medium or high voltage network to

meet the 2022 target

- Load management is not effective due to high infeed versus relatively low load

- Smart grid components and battery storage should be implemented in the future German regulation

system in order to make them economically viable

- If regulated distribution transformers are installed, no additional LV network extension is required

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1292 A SYSTEM ENGINEERING APPROACH TO LOW VOLTAGE DC DISTRIBUTION Tero KAIPIA et. al. Finland and Wookyu CHAE et. al. Korea

This paper is about the overall system engineering aspects of LVDC electricity

distribution.

And it is also about the importance of the standardisation of LVDC technology.

Innovations is: a methodology for selecting the techno-economic optimal voltage

level within the boundary conditions set by the DC system application and the

operating environment.

Conclusions are

- A comprehensive system engineering approach is needed for LVDC technology to ensure

the compatibility between application

- As LVDC is still quite immature, standardisation should leave enough freedoms for system

designers and developers.

- Safety issues must be emphasised.

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1330 THE EFFECTIVENESS OF USING IEC61660 FOR CHARACTERISING SHORT-CIRCUIT

CURRENTS OF FUTURE LOW VOLTAGE DC DISTRIBUTION NETWORKS Abdoulah EMHEMED Graeme Burt, UK

This paper is about the effectiveness of using IEC61660 for short-circuit current

characterisation of LVDC

And it is also about

- Potential benefits the LVDC offers for future power systems

- challenges brought by the LVDC technology for understanding fault behaviour and effective protection

systems.

Conclusions are: by comparing IEC61660-based calculation and PSCAD/EMTDC simulation, it

shows:

- IEC61660 is effective for faults at the converter terminal, except the IEC decay time for fault current is

significant faster than that from the PSCAD simulation.

- For remote faults, IEC61660 still gives correct steady-state fault current, but less accurate

(underestimating the severity) for characterising the capacitor discharging currents.

- LVDC system designed based on IEC61660 will experience problem with, component rating and fault

detection.

- The reason for the error, IEC61660 was developed for small DC auxiliary installations, not for large

networks.

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1356 ANALYSIS OF THE OPTIONS TO REDUCE THE INTEGRATION COSTS OF RENEWABLE GENERATION IN THE

DISTRIBUTION NETWORKS. PART 2: A STEP TOWARDS ADVANCED CONNECTION STUDIES TAKING INTO ACCOUNT THE

ALTERNATIVES TO GRID REINFORCEMENT

Gauthier DELILLE Gilles MALARANGE Christophe GAUDIN, France

This paper presents a tool (under development at EDF R&D) for DG/RES connection

studies, that analyses the merit order of various grid reinforcement alternatives.

Considered Grid reinforcement alternatives:

- Distribution grid reinforcement

- Reactive power control at the Point of Common Coupling: constant Power Factor

- Generation Curtailment

- Distributed Energy Storage System

The tool is developed within Matlab environment

Innovations: merit order analysis of grid reinforcement alternatives in DG/RES grid

connection studies

Conclusions: further research topics: statistical representativity, sensitivity studies and

implementation of the proposed approach within ERDF planning tools.

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1370 ASSESSING THE IMPACT OF ICT ON THE RELIABILITY OF ACTIVE

DISTRIBUTION SYSTEMS Jason TAYLOR USA, Samuel JUPE UK, Gianni CELLI Fabrizio PILOItaly

This paper gives an overview of and approaches to assess the impact of information and

communication technologies (ICTs) on the reliability of active distribution systems, based

on the shared experiences of CIGRE Working Group C6.19 “Planning and Optimization

Methods for Active Distribution Systems”.

The functionality of a co-simulation tool functionality, assessment, and data requirements

are considered

Co-simulation: simultaneous simulation of power delivery and communications networks.

Innovations: co-simulation ambition

(functional requirements)

Conclusions: ICTs are critical components in the successful deployment of ADSs and power

delivery systems are expected to become increasingly reliant on these technologies.

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1419 IMPACTS OF PHOTOVOLTAICS ON LOW VOLTAGE NETWORKS: A

CASE STUDY FOR THE NORTH WEST OF ENGLAND Alejandro NAVARRO, Luis F. OCHOA, Pierluigi MANCARELLA, Dan RANDLES, UK

This paper investigates the impacts of different PV penetrations on a real LV network

located in the North West of England.

Two Scenarios based on location: closer to and further from the distribution transformer.

Modelling aspects:

- Monte Carlo approach is used.

- Time-series behaviour of loads and PV generation: 5-min resolution models for domestic

load and PV generation

- Load profile and PV profile are linked

Impact indices:

- Percentage of consumers with voltage problems

- Utilisation factor of the main feeder

Innovations: none

Conclusions: PV location plays a significant role on the potential impacts on voltage. Longer

feeders present voltage issues sooner than shorter ones.

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1456 LIVING LAB ‘ROTTERDAM TESTS ELECTRIC DRIVING’ (FOCUS ON THE

MONITORING OF THE IMPACT ON THE ELECTRIC GRID) FIDDER, NEURAY, STRENG, JAHN, VAN LUMIG, NETHERLANDS

This paper focusses on the impact of electric driving on the electricity grid. With this

purpose measured loads in MV/LV distribution substations and load profiles from

EVs are combined. This enables an evaluation of the moment, the place and at

what level of charging point penetration the grid starts to saturate.

It is concluded that with active control from the DSO, it is possible to double the

number of charging poles on office locations, provided the EVs stay connected to

the charging point for 8 hours and charge for 4 hours.

In the analyzed residential areas, at least a doubling of the number of charging

cycles can be achieved by active control.

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1482 Building a framework for integrated risk management of compl. projects: the

case of a major distr network investment Houghton, Ackermann, Howick, Quigley, Walls, UK

This paper is about a process in which risks of a major renewable integration project

were identified and managed. The paper describes the process, the workshops, and

the development of an integrated risk management framework that covers both

operational as well as systemic risks.

Innovations are that ‘soft’ risk assessment methods like group sessions are

combined with ‘hard’ risk modeling using bayesian networks.

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0078 Combination of Capacitor Placement and Reconfiguration for Loss Reduction

in Distribution Systems using Selective PSO Tamer M. KHALIL, Egypt, Alexander V. GORPINICH, Ukraine, Ghada M. ELBANNA, Egypt

This paper is about reduction of power losses in distribution networks.

For this purpose, capacitor and feeder reconfiguration are applied.

An advanced optimization method is applied to solve the capacitor placement and the

optimal feeder reconfiguration problem.

The method is applied to a distribution system of a Taiwan Power Company.

The solver is based on the SPSO (Selective Particle Swarm Optimization) method, a

modification of PSO (Particle Swarm Optimization)

Innovations are modification of the PSO method: a selected space is being searched by PSO

Conclusions are: the proposed SPSO is reliable and can be used for optimization of power

loss reduction in distribution networks.

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0124 Fault current limiter optimal placement by harmony search

algorithm Zare, Khazali, Hashemi, Katebi, Khalili, Iran

This paper is about

- Optimal placement of fault current limiters by using the harmony search algorithm.

Innovations are

- Use of harmony search algorithm for solving power system problem

Conclusions are

- Application of harmony search algorithm is possible

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0186 Investigating the Impacts of Plug-in Hybrid Electric Vehicles on Distribution

Congestion Soroush SHAFIEE, Mahmud FOTUHI-FIRUZABAD, Mohammad RASTEGAR, Iran

This paper studies the impact of PHEVs (plug-in hybrid electric vehicles) on the

performance of distribution networks.

The impact of the PHEV penetration level on congestion in the distribution system is

considered.

A model of the PHEV load is developed considering the electrical characteristic of the

PHEV battery, the plug-in time and the required charging energy.

The household load profile is represented as an average household load profile plus the

PHEV profile of assigned PHEVs.

An IEEE 34 node test grid is considered

Innovations: none

Conclusions: widespread use of PHEVs in distribution systems can cause significant

congestion due to coincidence of daily peak load and charging time of PHEVs.

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0227 IMPROVED NETWORK ANALYSIIS BY USIING DATA FROM SMART

METERS Lars GARPETUN, Sweden

This paper is about:

- network analysis and calculations based on meter values instead of traditional methods

using static load curves;

- monitoring the network losses with good accuracy;

- detecting wrongly installed meters and none measured consumption if the load is sufficient

high;

using data obtained with smart meters

Innovations: none.

Conclusions:

- More accurate values (Pmax) for network analyses

- Monitoring losses is possible - conditions: good data quality, reliable grid and consumer

information

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0333 COPULA-BASED MULTIVARIATE STOCHASTIC MODELING OF LOAD DEMANDDUE TO PLUG-IN

ELECTRIC VEHICLES IN ORDER TO BE INTEGRATED IN DISTRIBUTION SYSTEM PLANNING

Pashajavid, Aliakbar Golkar, Iran

This paper is about developing a multivariate probabilistic framework for PEV load

modelling to be embedded in system planning problems. In this way departure time,

arrival time and travelled distance distributions can be linked.

And it is about copula functions and distributions to represent uncertainties in EV

charging behaviour.

Innovations are the application of copula functions to represent EV charging

processes.

Conclusions are not clear.

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0347 COMPARISON BETWEEN DIFFERENT MULTI-OBJECTIVE

APPROACHES TO DISTRIBUTION NETWORK PLANNING Alireza Haji, Bahman Jamshidi Eini, Morteza Mirvazand, Mohamadali Safari, Iran

This paper is concerned with the evaluation of the strengths and weaknesses of network

optimization methods for distribution planning and reconstruction.

Five categories of optimization methods have been described (high level) and three assessed:

- Chebyshev approaches

- Pre-emptive or lexicographical approaches

- Chebyshev approaches

- Weighted-sum approaches

Innovations: none

Conclusions:

- Chebyshev based models are capable of balancing conflicting objectives.

- Pre-emptive methods are powerful tools for focusing on the most important objectives.

- The results of weighted-sum methods are between these two extremes.

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0363 EMERGING RELIABILITY REQUIREMENTS FOR DISTRIBUTION SYSTEMS IN

EXTREME WEATHER CONDITIONS Jukka LASSILA Tero KAIPIA Juha HAAKANA Jarmo PARTANEN, Finland

This paper is about the results of a survey in Finland on interruption and security of

power supply.

And it is also about two main element in the survey: the customer compensation

payments and the maximum blackout duration limits.

Innovations are :

Conclusions are

- For DSOs, reaching the supply reliability targets call for significantly higher investment

volumes in an accelerated pace.

- The proposed reforms to the customer compensation scheme increase the financial risk of

DSCs, especially the smaller ones.

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(421) Development Of Probabilistic Daily Demand Curves For Different

Categories Of Customers UK

The paper presents a methodology for developing probabilistic daily demand curves

for different categories of consumers.

From deterministic Decomposed Daily Loading Curves (DDLC) incorporating

relevant uncertainties probabilistic DDLC are developed.

With different groups of deterministic and probabilistic DDLC, overall demand can

be predicted, that will facilitate more accurate estimation of dynamic response of

demand to network disturbances.

The probabilistic nature of the study enables close to real time prediction of demand

response as well as corresponding demand response shaping and such more

reliable demand side management and more secure network operation.

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0490 Managing uncertainty and updating parameters in electricity distribution asset condition

based risk investment models Black, Howarth, Nicholson, UK

This paper shares experience in how to improve a condition based risk model.

It describes in general terms how parameters, model choices and other aspects of

“Health Index” type of models can be updated over time.

The discussion remains high level and seems not very applicable.

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0512 A NOVEL ALGORITHM FOR LONG-TERM LOAD FORECASTING OF

DISTRIBUTION NETWORKS UNDER REDEVELOPMENT CONDITIONS A. MOSHARI, Z. MADIHI, N. MOSLEMI, D. JALALI, IRAN

This paper is about how to make a good long-term forecast of a small area’s load

growth when the area is in redevelopment (e.g. from rural to suburban or from

suburban to urban).

Innovations are the parallel use own (isolated) load growth forecast and

identification of redevelopment in neighbouring areas to make a more educated

prediction of the load growth.

Conclusions are that for selected S-curve load growth cases the forecasting error

with the new algorithm reduces as much as 17%.

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(548) A New Method For Optimal Planning In Extensive Distribution Networks

Despite Uncertain Data Iran

This paper is about minimizing losses and investment by setting planning priorities

And it is about the methodology, as K-means clustering algorithm

- All objects in a cluster

- Share the same or closely related properties;

- Show small mutual distances or dissimilarities;

- Have “contacts” or “relations” with at least one other object in the group; or

- Be clearly distinguishable from the complement

- In the paper clusters are evaluated using Silhouette Global Index

Applied for real 11 kV grid

Specialised, non-Dutch, poor language

method may be interesting for specialists

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0565 Quantitative measurement of industrial risks in distribution networks Cammarota, De Giovanni, Cudemo, Noferi, ITALY

This paper is about a risk management framework as applied by Enel.

It presents how a risk framework is used as a day by day management tool.

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0567 IMPLEMENTATION AND EVALUATION OF COMMONLY USED RISK

ANALYSIS METHODS APPLIED TO A REGIONAL POWER DISTRIBUTION SYSTEM Carl Johan WALLNERSTRÖM Patrik HILBER Julio GADEA TRAVI, Sweden

This paper describes the assessment of risk management performed at the power distribution

system of Gotland, the largest island in the Baltic Sea.

Existing risk analysis methods that could be relevant to use are reviewed and summarized,

currently performed risk analyses are evaluated.

Risk analysis methods applied: risk assessment of 70/30 kV lines, of 10 kV systems, risk, of

substations, risk ranking and risk mitigation plan.

Innovations: none

Conclusions: two problems with current risk management have been identified, one related

to the risk analysis of 70/30 kV lines and the other on the risk analysis used on substations.

Existing methods have been adjusted and these modified methods were then evaluated with

satisfactory results.

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0667 Potential for impr. rel. and reduced interruption costs utilizing smart grid tech. Kjølle, Vadlamudi, Kvistad, Tutvedt, NORWAY

This paper presents an example of how to quantify the benefits of smart grid

technology.

Using a case study, it is demonstrated how one could quantify the benefits of the

use of fault current sensors, which assists decisions on rollout and placement

Innovations are limited, but the example is worked out well.

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0698 Correlation between load density and voltage drop

S Emelin, France

This paper is about advantages and drawbacks of modifying voltage margin in LV

grids and its impact on grid length, number of substations and losses

And it is about a geometric model used to evaluate 4 types of configurations (low

and high density homes in a street and low and high density buildings)

Innovations are: possible shift from MV to LV voltage cable length

Conclusions are that when the density is high building a strong LV grid (with low

voltage margin) is fine, in “thin” low density situations more voltage margin reduces

the number of substations

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0779 ON THE ASSESSMENT AND MANAGEMENT OF RISK IN WIND FARM DISTRIBUTION

SYSTEMS Jorge MARTINEZ, Armando FERREIRA, Germany/USA

This paper is about the advantages of introducing a more realistic risk assessment

approach to real-world wind farms avoiding technically advanced approaches.

And it is also about the main limitations of probabilistic methods when analysing the

electrical balance of plant (EBoP) of one or a few wind farms.

Innovations are proposing two actions:

- Adjusting the failure rate λ of the Poisson/ exponential distribution of each component

- Including analysis of high impact low probability (HILP) events

Conclusions are

- A comprehensive risk assessment of a wind farm is proposed

- The main limitations of conventional probabilistic methods when analyzing one or only a few

wind farms are identified and a number of actions being proposed to mitigate the limitations.

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0787 IMPROVING DISTRIBUTION NETWORK ANALYSIS WITH NEW AMR-

BASED LOAD PROFILES Antti MUTANEN Pertti JÄRVENTAUSTA Matti KÄRENLAMPI Pentti JUUTI, Finland

This paper describes two alternative methods for calculating AMR based load profiles. Both

load profiling methods models the load temperature dependency and random variation

separately.

- The first method used AMR measurements to update the existing customer class load

profiles but kept the customer classification unchanged

- The second method used k-means clustering to update both the load profiles and customer

classification.

- Individual load profiles were formed for large and abnormally behaving customers.

Hourly measurements from two Finnish distribution companies have been used.

Innovations: inclusion of seasonal temperature dependency

Conclusion: The new AMR based load profiles were better than the original load profiles.

When forecasting future loads, the cluster profiles had the best average fit. No significant

improvement in peak load forecasting capability was detected when compared with the

updated load profiles.

Challenge remains for peak load forecasting of the customer and distribution transformer.

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0816 Investigating the potential impact of superconducting distribution networks

M Elsherif, UK

This paper is about practical aspects of installing HTS equipment and new network

designs to reduce power loss and capital cost in the future

And it is about distribution grid voltage levels of 132kV, 33kVand 11kV with

overhead lines and cables and 3 cases investigated a) remove the 33kV by

expanding the 11kV, b) remove the 33kV by expanding the 132kV and c) partly

(half) remove the 11kV by expanding the 33kV by using HTS transformers and

cables

Innovations are the use of HTS transformers and cables, new network designs

Conclusions are high capital cost savings and loss reduction when using HTS

technology in the distribution grid although the risks (operation) are higher

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0827 CAPACITY VALUE OF DISTRIBUTED GENERATION FOR NETWORK

CAPACITY PLANNING Chris DENT Peter DAVISON Simon BLAKE, UK

This paper proposes Effective Load Carrying Capability (ELCC) as a metric for visualising

the contribution of distributed generation to reliability of supply within the framework of the

Great Britain P2/6 distribution network planning standard. This is in analogy with definitions

of capacity value used at transmission level.

ELCC (applied at transmission level) is used to make the capacity value of an additional

generator specific

Concepts of capacity value may be used to visualise the contribution of DG to distribution

network reliability within the framework of a P2/6-like standard

Innovations: introduction of ELLC as a metric for visualsing the contribution of DG to

reliability of supply

Conclusions: future work is needed and should investigate the development of practical

planning standards based on the insights gained.

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0848 Experiences from implementing a risk based maint. strategy using an integrated

network info. and maint. system Nordgård, Solum, Langdal, NORWAY

This paper is about the implementation of a risk based maintenance strategy at a

Norwegian DSO

Conclusions are that a risk based maintenance strategy saves money compared to

a fixed interval based maintenance strategy.

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(861) Evaluation Of The Impact Of Electric Vehicles On Distribution

Systems Combining Deterministic And Probabilistic Approaches Brasil

Methodology for assessment of the impacts on the distribution network faced with

the presence of electric vehicles (EV)

Allocation of load of EV is through deterministic and probabilistic algorithms.

Paper considers

- Level of EV Penetration scenarios (2010 – 2020)

- Capacity and load curves of the batteries

- Spatial Allocation of EV Charging Stations

- Impact Evaluation in the Distribution Network

- sub transmission lines, HV/MV SS transformers, MV primary network,

MV/LV transformers, LV secondary network

- diagnostics, load, voltage profile, imbalance, losses

Practical overview of project

- Some language issues

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0888 SHORT-TERM NETWORK PLANNING OF DISTRIBUTION SYSTEM

WITH PHOTOVOLTAIC Yalin HUANG Emil HAGSTRÖM Karin Alvehag Alberto Fernández Martínez Ying He, Sweden

This paper aims to identify distribution network planning rules related to connection of PV.

The planning rules are relatively easy to apply (hand calculations)

Simple rules (guidelines) are developed for connection of PV in radial LV networks. The

rules are based on DC approach of the network equations (only the resistance of connection

and distribution transformer are considered).

Only voltage constraints (voltage limits) are considered

The maximum PV connection can be hand calculated (using the rules/guidelines

The rules are validated using extensive simulations

Innovations: not really.

Conclusions: The proposed rules/guidelines provide good results for estimating the

maximum acceptable new DG in a network with several DG already installed.

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1063 INTEGRATED AC/DC NETWORK PLANNING

MOUSAVIZADEH Mahmoud Reza HAGHIFAM, Iran

This paper is about economic design of hybrid AC/DC distribution networks for

bipolar LVDC system configurations, area with different load densities and different

penetrations of distributed generation sources, considering various kinds of loads.

And it is also about using generic algorithm to determine optimal connection

configuration of loads, DG to the AC and DC substations.

Innovations are :

Conclusions are

- Through simulation results showing that hybrid AC/DC network implementation is more

economic than pure AC and DC network.

- Using power electronic devices in low voltage level can improve distribution system

economics.

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(1211) Utilisation Of Energy Storages To Secure Electricity Supply In Electricity

Distribution Networks Finland

utilisation of energy storages in the improvement of supply security by network

reliability model using Monte Carlo simulation.

Considers overhead MV and LV and low density of customers, so with high failure

frequencies, and little power

Storage is used to overcome momentary interruptions, manual switching times (and

(beginning of longer interruptions).

Methodology or setting of control and protection are not described

In case network a considerable proportion of the interruptions

can be cut with relatively small energy storages.

Methodology useful

data (thus business case) non-Dutch.

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1237 Flex. Dynamics in clusters of res. Demand response and DG MacDougall, Kok, Warmer, Roossien, NETHERLANDS

This paper is about TNO’s Power Matcher solution. It claims to investigate available

flexibility in aggregated loads. It tries to do this through simulations.

Innovations are unclear and limited: not clear whether this is ‘real’ measurements or

simulation. It is unclear what is meant by flexibility and how time shift of load is

taken into account. The results hardly say anything on dynamics.

Conclusions are that if you use flexibility at a certain time, this will limit the available

flexibility at a later moment.

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(1285) Strategic long term planning of asset investments in distribution

networks using the ASP tool Sweden

This paper describes the ASP tool (Asset Strategy Planning) and the importance of

trustable and reliable data from various departments within the company.

Describes data organization, organizational procedures, etc

Simulates how various efforts in maintenance and / or investments affect the asset

stock status, SAIDI and the cost picture for longer periods.

ASP benefits are:

- Control over network conditions and cost

- Improved communications

- Common language

- Obvious basis for decision

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1361 Prob. Grid planning with consideration of dispersed generation and electric vehicles Probst, Tenbohlen, Seel, Braun, GERMANY

This paper presents duration curves of load profile effects of PV and EV in low

voltage grid. Some of those are based on measurements

Additionally, it describes how this should and could be taken into account in grid

planning, albeit not too detailed.

Conclusion is that the dimensioning of the LV grid should take PV and EV into

account.

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1392 Synthetic three-phase load profiles REEZE, HOFMANN, GERMANY

This paper is about the modification of a method for the generation of individual

stochastic load profiles to gain synthetic three-phase load profiles which take

account of unbalance. An individual profile is created for each house connection

within the grid so that the different consumption behaviour in the domestic homes is

considered. Power flow calculations are used to determine the effects of unbalanced

loads.

It is concluded that the presented method offers a possibility for the examination of

distribution grids with unbalanced loading.

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(1495) Definition and Validation of Key Performance Indicators to Assess the

Effectiveness of “Smarting Actions” on a Distribution Network Italy

Systematic application of quantification of KPI’s in planning - A first set of KPIs associated to environmental aspects

- network efficiency;

- renewable generation integration;

- greenhouse gasses emission.

- Other KPIs can be defined considering technical aspects related to quality aspects - voltage profile improvement;

- line loading optimization;

- reactive power flow reduction.

Applied to - the application of FACTS devices

- the increasing of network rated voltage (with DER)

- the control of reactive power from renewable generation

Test Case: Cigré grid and Optimal Power Flow studies

Comparison of different KPI’s (each as %) unclear (at first reading)

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(1500) Distribution Network Planning In Presence Of

Fast Charging Stations For EV Italy

Fast Charging Station (FCS) requires high power (>=50 kW) and must be connected

to MV. Paper describes practical case study about consequences.

The simple direct connection of FCS to MV distribution may cause significant

investments for the DNO.

Correct power demand profiles are important, otherwise, the network investment

would be overestimated or underestimated, or cause power quality deterioration.

So, in-depth studies should be performed on future behavior of EV’s drivers.

mitigating solutions should be deeply investigated, e.g. “soft” connection of FCS

through integration of dedicated energy storage devices. Optimal allocation and

sizing of the FCS may be fruitful to reduce investments, without omitting the

potential benefits brought by the active management of the distribution network.

Uncertainties are still growing, introduced by renewable generation and

unconventional loads, and probabilistic approaches are becoming essential.

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0058 ELECTRICAL LOAD FORECASTS IN LONG-TERM AND IMPACT ON LOAD

MANAGEMENT APPLICATION BENDARY, MAHMOUD, EL-SHEIKH, EGYPT

This paper is about assessing the impact of demand side management when is is

applied at different sectors: residential, commercial, public, government, agriculture,

industrial and total load. Daily forecasts are made using three techniques: Adaptive

Network Fuzzy Inference System, Artifical Neural Network and Regression

technique. The ANFIS technique is found to be most suitable.

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0087 An integrated interval arithmetic approach for reactive power compensation of radial

distribution feeders

M. Abouelsaad, Egypt

This paper is about the application of a mathematical technique to address

uncertainties (due to load fluctuation) for optimal sizing and capacitor placing in

distribution feeders for reactive power compensation

And it is about medium voltage and economic optimisation

Innovations are: faster calculation method

Conclusions are: theoretical (simulation) achieves cost saving

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(132) Effect Of Financial And Technical Uncertainty On Distribution Network

Reconstruction Project Selection Iran

paper is focused on the effect of uncertainty on projects NPV. Focus on four types

of uncertainty: demand, interest rate, energy price and project effectiveness

uncertainty. The ENS and power loss reduction is strongly related to network load,

so energy demand change has an effect on distribution network projects profitability.

Very non-european figures and example.

Weight of each criterion in final decision can be determined by multi criteria decision

making (MCDM) methods like analytic hierarchy process (AHP) and TOPSIS. But

this is not further described.

study substantiates claim that a great many of attractive projects will not be

profitable unless the energy price considerably increases over time, especially in

developing countries with high interest rate.

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0176 Reduction of Energy Losses in Electrical Distribution Systems Hamed EMARA,Egypt KASSEM, Mohammed BADR, Egypt, Salwa ALI AHMED, Egypt

This paper is about minimization of power losses in an distribution system.

Causes of technical and non-technical losses are described.

Reduction of technical losses are considered by reconfiguration of the distribution system

Reduction of technical losses is seen as an minimization problem: minimize power system

losses by reconfiguring the distribution system

The solver is based on GA (Genetic Algorithm).

PRAO (tool developed by EdF) is used

The method is applied to a distribution network a Cairo (Egypt) region

Innovations: none

Conclusions: the applied GA method works.

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0249 EFFICIENT FORECAST SYSTEM FOR DISTRIBUTED GENERATORS WITH

UNCERTAINTIES IN THE PRIMARY ENERGY SOURCE RUEDA-MEDINA, PADILHA-FELTRIN, MANTOVANI, BRAZIL

This paper proposes an efficient forecasting system for DGs with uncertainties in the

primary energy source (e.g. wind/pv). The power generation uncertainty of these

DGs is reduced by running a multi-objective optimization algorithm in multiple

probabilistic scenarios combining the Monte Carlo method and Markov models. With

the outcome of the power generation profiles, load flow calculations are performed

to investigate losses.

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0415 PREDICTIVE ASSESSMENT OF POWER CONTINUITY INDICATORS Ricardo MESSIAS Sofia PINTO, Portugal

This paper describes a method to predict a Power Continuity Indicator (PCI), taking

based on three drivers: aging of network components, past investments and

weather conditions.

The description of the method is unclear.

Innovations: the idea to predict power continuity indicators taking into account

various aspect such as weather conditions, past investment, condition and/or aging

of network components is very challenging.

Conclusions: The DSO could improve its insight about the impact of each driver in

their results. The impact of a management strategic option on the results can be

determimed to a certain extent.

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0487 THE CHALLENGES IN DEVELOPING A SMART GRID ROADMAP FOR THE

DISTRIBUTION NETWORK OF IRAN SEYEDFARSHI, Sheyda; POURMOSTADAM, Kaveh - Iran

This paper is about the need for a smart grid roadmap for the distribution network of

Iran and the technical and non-technical challenges which have to be faced in order

to develop the roadmap

And it is about the three phases through which the road map should be developed

Conclusions are:

- Phase 1 consists of conducting research and performing pilot projects

- Phase 2 is about implementing AMI, communication and control technologies and performing pilot

projects with the implementation of DER in distribution networks

- In Phase 3 smart metering equipment should be installed at customers, demand response should be

implemented and the network should be fully equipped to support the implementation of distributed

generation and

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0559 THE ANALYSIS OF THE INFORMATION NEEDED FOR THE

PLANNING OF ACTIVE DISTRIBUTION SYSTEM M. Fan, Z. Zhang, T. Tian, China

This paper is about the information systems and available information which is

necessary to be used on the planning and optimization of Active Distribution System

(ADS).

And it is about the differences between Passive Distribution Networks (PDN) and

ADS in detail especially in the information requirements

Innovation is a simplified the future information model for ADS planning.

Conclusions are the development of information systems for ADS should closely

track the development of a variety of new type electricity customers, make full use of

smart meters to collect, aggregate and mining information.

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0851 DG ALLOCATION BASED ON MODIFIED NODAL PRICE WITH

CONSIDERATION OF LOSS AND RELIABILITY USING PSO MIRI LARIMI, HAGHIFAM, IRAN

This paper proposes a multi-objective optimization to determine the optimal size and

location of distributed generation in the distribution network to minimize load supply

cost and enhance reliability improvement.

The losses and marginal loss costs are minimized. Particle swarm optimization is

used to solve the optimization problem.

It is concluded that the optimal buses for DG placement are further away from the

main bus.

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(857) Mathematical Solutions For Electricity Networks In A Low Carbon

Future UK

Novel analytical methods will be required in order to optimise the use of household

level data. Paper briefly outlines some mathematical techniques which will play a

key role in better understanding the customer’s behaviour and create solutions for

supporting the network at the LV substation level.

Use of smart meter data

Clustering, forecasting, Smart Control of Storage

Looks specialized, but is more generic, some overview but no details.

Low Carbon not emphasized.

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0897 INDUSTRIAL LOAD SCHEDULING IN SMART POWER GRIDS BAHRAMI, Shahab; KHAZAELI, Farid; PARNIANI, Mostafa; Iran

This paper is about a new industrial load management strategy based on a modified

cost function

The novel load scheduling algorithm is developed in order to achieve a near optimal

scheduling by taking into account industrial users satisfaction, dynamic electricity

pricing and constraints regarding to electricity generation capacity

Innovations:

- Industrial load management is studied from a new point of view, namely taking into account a

multi-objective optimization problem to maximize the customers satisfaction and minimize

industrial sector cost

- A new optimization algorithm is proposed

Conclusions:

- The novel approach reduces peak load, regarding the impacts of load rates on the price and

customer satisfaction

- The proposed algorithm has near-optimum results with the high convergence speed

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1035 Impact of load and DER management on microgrid reliability Talari, Haghifam, IRAN

This paper shows that LV microgrids can be run in islanded or connected mode, and

presents a way of economic optimization of running the microgrid.

Additionally, it takes reliability considerations into account as well.

The study is based on a hypothetical microgrid, and it is unclear how this relates to

reality.

Conclusion is that the performance of the microgrid can be improved by using load

management and switching between islanded and connected mode.

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(1072) Reliability Analysis Of Distribution Network Investments Sweden

Reliability analysis in distribution (50 kV to 130 kV?) grids, in context of new

Swedish regulation.

“standard” analysis, including breakers and voltage dips.

Conclusions are about typical cases

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1178 ANALYSIS OF THE OPTIONS TO REDUCE THE INTEGRATION COSTS OF

REN. GEN. IN DISTRIBUTION NETWORKS Antoine MINAUD, Christophe GAUDIN, ERDF - FRANCE

This paper is about analyzing the cost of DG/RES integration(mainly PV and wind)

in the MV and LV networks

And it is about studying innovative solutions (reactive power control, active power

control) to reduce these costs

Innovations are local reactive power control / curtailment to reduce costs of

integration distributed generation

Conclusions are:

- Local reactive power control should gain 20-40% on MV reinforcement costs and 10-20% on

LV reinforcement costs

- Curtailment of active power should gain 30% on MV reinforcement costs and 10-20% on LV

reinforcement costs

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1243 PLANNED-ORIENTED YEARLY SIMULATION OF ENERGY STORAGE OPERATION IN

DISTRIBUTION SYSTEM FOR PROFIT MAXIMIZATION, VOLTAGE REGULATION AND RESERVE

PROVISIONNING

Seddik Yassine ABDELOUADOUD - France

This paper is about an algorithmic function suitable for planning purposes that

should stimulate the use of electrical storage in the market operation

And is it about the potential role of storage in the distribution networks, a

methodology to optimize the use of storage and applying this methodology to a case

study

Conclusions are: this research requires further investigations in terms of improving

the computational efficiency of the algorithm, adding other storage applications to

the model and integration it in an exhaustive distribution system planning process

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1245 SMART GRIDS IMPLEMENTATION PLAN IN SLOVENIAN DISTRIBUTION

NETWORKS Bostjan BLAZIC - SLOVENIA

This paper presents a proposal for the implementation of smart grid concepts in

Slovenian distribution networks

The most relevant technologies and concepts are identified, an implementation plan

is proposed and costs are evaluated

Innovations are smart grid concepts

Conclusions:

- Implementation of smart grids could enable to lower the planned distribution network

investments from 4.2 billion to 3.7 billion €

- Most of the smart grid benefits occur on the distribution network side

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1284 Technical analyses of network structures regarding decentralized feed-in

M Aigner, Austria

This paper is about (PQ) effects on low voltage networks with a high feed-in of RES

(PV-inverters, small wind and hydro) for different future generation and consumption

scenarios

And it is about validation the outcome of the simulations with measurements in a

rural network (Austria) in with a medium sized generator with adjustable power

factor

Innovations are absent

Conclusions are active power mainly determines voltage change, reactive power

only limited but changes the current load of the network

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1428 ASSESSMENT OF THE INVESTMENT EFFORT IN HV AND MV

NETWORKS TO REDUCE ENERGY LOSSES José Carvalho Martins José Ribeiro da Silva Carlos Alberto Santos Francisco Cravo Branco J. Nuno Fidalgo Manuel A.

Matos Mário J. Couto , Portugal

This paper describes a methodology to select the most adequate reinforcement investments

in HV and MV network lines, based on a cost/benefit analysis.

The cost are related to reinforcement costs, the benefit to revenues related to avoided loss.

Key part in the methodology is the classification of MV networks according to the loss

reduction potential.

Then, MV networks having the larges loss reduction potential are selected for a more

detailed analysis.

Innovations: none

Conclusions: reinforcement investments in HV networks causes a larger global loss

reduction than those in MV networks.

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