Optimal Design of Community Battery Energy Storage Systems With Prosumers Owning Electric Vehicles

This paper presents a novel approach that aims to assist a distribution system operator to intelligently design the community battery energy storage systems considering high penetration of prosumers equipped with rooftop solar photovoltaics and electric vehicles. The design problem is mathematically formulated after incorporating the battery storage system's cost model. The results show the capability of the proposed approach to optimally design the community battery energy storage systems. This results in improving the voltage profile, reducing the power loss, and mitigating the distribution transformer aging while attaining a profit from the energy arbitrage. Also, the obtained results show a positive net present value of using the community battery energy storage systems, which demonstrates the cost-effectiveness of the proposed optimal design approach. The proposed approach may represent an effective tool for future disturbed energy resources management systems.

[1]  Turan Gonen,et al.  Electric power distribution system engineering , 1985 .

[2]  Integrating Smart Distributed Energy Resources with Distribution Management Systems , 2012 .

[3]  Gerard Ledwich,et al.  Coordinated Control of Grid-Connected Photovoltaic Reactive Power and Battery Energy Storage Systems to Improve the Voltage Profile of a Residential Distribution Feeder , 2014, IEEE Transactions on Industrial Informatics.

[4]  Probability Subcommittee,et al.  IEEE Reliability Test System , 1979, IEEE Transactions on Power Apparatus and Systems.

[5]  Russell C. Eberhart,et al.  Recent advances in particle swarm , 2004, Proceedings of the 2004 Congress on Evolutionary Computation (IEEE Cat. No.04TH8753).

[6]  Syed Islam,et al.  Impact of PEV charging and rooftop PV penetration on distribution transformer life , 2013, 2013 IEEE Power & Energy Society General Meeting.

[7]  Roy Billinton,et al.  Distribution system reliability cost/worth analysis using analytical and sequential simulation techniques , 1998 .

[8]  Joshua A. Taylor Convex Optimization of Power Systems , 2015 .

[9]  Trannon Mosher,et al.  Economic valuation of energy storage coupled with photovoltaics : current technologies and future projections , 2010 .

[10]  Zbigniew Styczynski,et al.  Use of energy storage systems in low voltage networks with high photovoltaic system penetration , 2015, 2015 IEEE Eindhoven PowerTech.

[11]  Michael J. Sullivan,et al.  Estimated Value of Service Reliability for Electric Utility Customers in the United States , 2009 .

[12]  Hui Li,et al.  Integrated Size and Energy Management Design of Battery Storage to Enhance Grid Integration of Large-Scale PV Power Plants , 2018, IEEE Transactions on Industrial Electronics.

[13]  Jeremy Woyak,et al.  Economic optimal operation of Community Energy Storage systems in competitive energy markets , 2014 .

[14]  Wei Zhu,et al.  Overview of distributive energy storage systems for residential communities , 2012, 2012 IEEE Energytech.

[15]  Andrew F. Crossland,et al.  Planning the location and rating of distributed energy storage in LV networks using a genetic algorithm with simulated annealing , 2014 .

[16]  J. R. Aguero,et al.  Integration of Plug-in Electric Vehicles and distributed energy resources on power distribution systems , 2012, 2012 IEEE International Electric Vehicle Conference.

[17]  Darren Jones,et al.  Energy storage/demand side response in LV networks: design of cost based planning tools for network operators , 2013 .

[18]  Seyedmostafa Hashemi,et al.  Storage application in smart grid with high PV and EV penetration , 2013, IEEE PES ISGT Europe 2013.

[19]  M. Hadi Amini,et al.  Simultaneous allocation of electric vehicles’ parking lots and distributed renewable resources in smart power distribution networks , 2017 .

[20]  S. L. Cress Transformer loss-of-life calculation using a computerized probabilistic method , 1989 .

[21]  Hui Li,et al.  Sizing Strategy of Distributed Battery Storage System With High Penetration of Photovoltaic for Voltage Regulation and Peak Load Shaving , 2014, IEEE Transactions on Smart Grid.

[22]  H. Bailey,et al.  The Canadian Plug-in Electric Vehicle Survey (CPEVS 2013): Anticipating Purchase, Use, and Grid Interactions in British Columbia , 2013 .

[23]  Magdy M. A. Salama,et al.  Studying the feasibility of charging plug-in hybrid electric vehicles using photovoltaic electricity in residential distribution systems , 2014 .

[24]  Ali Nourai,et al.  A vision & strategy for deployment of energy storage in electric utilities , 2010, IEEE PES General Meeting.

[25]  W. H. Kersting,et al.  Radial distribution test feeders , 1991, 2001 IEEE Power Engineering Society Winter Meeting. Conference Proceedings (Cat. No.01CH37194).

[26]  Susan M. Schoenung,et al.  Energy storage systems cost update : a study for the DOE Energy Storage Systems Program. , 2011 .

[27]  Fabian M. Uriarte,et al.  Residential Smart Grids: Before and after the appearance of PVs and EVs , 2014, 2014 IEEE International Conference on Smart Grid Communications (SmartGridComm).

[28]  Walid G. Morsi,et al.  Probabilistic Impact of Transportation Electrification on the Loss-of-Life of Distribution Transformers in the Presence of Rooftop Solar Photovoltaic , 2015, IEEE Transactions on Sustainable Energy.

[29]  Nikola Rajaković,et al.  The simultaneous impact of photovoltaic systems and plug-in electric vehicles on the daily load and voltage profiles and the harmonic voltage distortions in urban distribution systems , 2015 .

[30]  El-Ghazali Talbi,et al.  Metaheuristics - From Design to Implementation , 2009 .

[31]  Peng Wang Reliability cost/worth considerations in distribution system evaluation , 1999 .

[32]  S. Singh,et al.  Reconfiguration of Power Distribution Systems Considering Reliability and Power Loss , 2012, IEEE Transactions on Power Delivery.

[33]  Ajith Abraham,et al.  A DISCRETE PARTICLE SWARM OPTIMIZATION APPROACH FOR GRID JOB SCHEDULING , 2009 .

[34]  Walid G. Morsi,et al.  Optimal Secondary Distribution System Design Considering Rooftop Solar Photovoltaics , 2016, IEEE Transactions on Sustainable Energy.

[35]  Julio Romero Aguero,et al.  Integration of pevs and PV-DG in power distribution systems using distributed energy storage — Dynamic analyses , 2013, 2013 IEEE PES Innovative Smart Grid Technologies Conference (ISGT).

[36]  J. F. G. Cobben,et al.  Assessment of the voltage level and losses with photovoltaic and electric vehicle in low voltage network , 2014, 2014 14th International Conference on Environment and Electrical Engineering.

[37]  Dale T. Bradshaw,et al.  DOE/EPRI Electricity Storage Handbook in Collaboration with NRECA , 2016 .

[38]  J.L. Bala,et al.  Electric Secondary Distribution Modeling and Load Characterization , 2007, 2007 39th North American Power Symposium.

[39]  Michael Cw Kintner-Meyer,et al.  National Assessment of Energy Storage for Grid Balancing and Arbitrage: Phase 1, WECC , 2012 .

[40]  William Kersting,et al.  Distribution System Modeling and Analysis , 2001, Electric Power Generation, Transmission, and Distribution: The Electric Power Engineering Handbook.

[41]  W. Short,et al.  A manual for the economic evaluation of energy efficiency and renewable energy technologies , 1995 .

[42]  Darren Jones,et al.  Coordination of Multiple Energy Storage Units in a Low-Voltage Distribution Network , 2015, IEEE Transactions on Smart Grid.

[43]  Nicholas A. DiOrio,et al.  Economic Analysis Case Studies of Battery Energy Storage with SAM , 2015 .

[44]  Andrew Crossland,et al.  Regulatory and financial hurdles for the installation of energy storage in UK distribution networks , 2012 .