This content is not included in your SAE MOBILUS subscription, or you are not logged in.

Optimal Charging of Electric Vehicles using a Stochastic Dynamic Programming Model and Price Prediction

Journal Article
2015-01-0302
ISSN: 1946-4614, e-ISSN: 1946-4622
Published April 14, 2015 by SAE International in United States
Optimal Charging of Electric Vehicles using a Stochastic Dynamic Programming Model and Price Prediction
Sector:
Citation: Mody, S. and Steffen, T., "Optimal Charging of Electric Vehicles using a Stochastic Dynamic Programming Model and Price Prediction," SAE Int. J. Passeng. Cars – Electron. Electr. Syst. 8(2):379-393, 2015, https://doi.org/10.4271/2015-01-0302.
Language: English

References

  1. Zubaryeva A. , Thiel C. , Barbone E. , and Mercier A. Assessing factors for the identification of potential lead markets for electrified vehicles in Europe: expert opinion elicitation Technol. Forecast. Soc. Change 1 16 Jul. 2012
  2. World energy outlook 2009 IEA (International Energy Agency) Paris 2009
  3. Kang J. E. and Recker W. W. An activity-based assessment of the potential impacts of plug-in hybrid electric vehicles on energy and emissions using 1-day travel data Transp. Res. Part D Transp. Environ. 14 8 541 556 Dec. 2009
  4. Nearly 20% of U.S. cars will be hybrids by 2020, forecast says Automotive News 2009
  5. Bauer P. , Zhou Y. Z. Y. , Doppler J. , and Stembridge N. Charging of electric vehicles and impact on the grid MECHATRONIKA, 2010 13th Int. Symp. 2010
  6. Clement-Nyns K. , Haesen E. , and Driesen J. Analysis of the impact of plug-in hybrid electric vehicles on residential distribution grids by using quadratic and dynamic programming World Electr. Veh. J. 3 2009
  7. Meyer J. , Hähle S. , Schegner P. , and Wald C. Impact of electrical car charging on unbalance in public low voltage grids Proceeding of the International Conference on Electrical Power Quality and Utilization, EPQU 2011 635 640
  8. Stroehle P. , Becher S. , Lamparter S. , Schuller A. , and Weinhardt C. The impact of charging strategies for electric vehicles on power distribution networks 2011 8th International Conference on the European Energy Market, EEM 11 2011 51 56
  9. Zhang L. , Brown T. , and Samuelsen G. S. Fuel reduction and electricity consumption impact of different charging scenarios for plug-in hybrid electric vehicles J. Power Sources 196 6559 6566 2011
  10. Allcott H. Rethinking real-time electricity pricing Resour. Energy Econ. 33 4 820 842 Nov. 2011
  11. Pricing R. R. Bringing Residential Real-Time Pricing to Scale in Illinois : Policy Recommendations 2 5 2009
  12. E. N. A. (ENA) DS 2030 Stakeholders Event 2014
  13. Mody , S. and Steffen , T. Optimal Charging of EVs in a Real Time Pricing Electricity Market SAE Int. J. Alt. Power. 2 2 337 349 2013 10.4271/2013-01-1445
  14. Morrow K. U. S. Department of Energy Vehicle Technologies Program - Advanced Vehicle Testing Activity Plug-in Hybrid Electric Vehicle Charging Infrastructure Review 58517 2008
  15. Wang J. , Liu C. , Ton D. , Zhou Y. , Kim J. , and Vyas A. Impact of plug-in hybrid electric vehicles on power systems with demand response and wind power Energy Policy 39 7 4016 4021 Jul. 2011
  16. Kang J. E. and Recker W. W. An activity-based assessment of the potential impacts of plug-in hybrid electric vehicles on energy and emissions using 1-day travel data Transp. Res. Part D Transp. Environ. 14 8 541 556 Dec. 2009
  17. Clement K. , Haesen E. , Member S. , and Driesen J. Coordinated Charging of Multiple Plug-In Hybrid Electric Vehicles in Residential Distribution Grids 1 7 2009
  18. Parks K. , Denholm P. , and Markel T. Costs and Emissions Associated with Plug-In Hybrid Electric Vehicle Charging in the Xcel Energy Colorado Service Territory Costs and Emissions Associated with Plug-In Hybrid Electric Vehicle Charging in the Xcel Energy Colorado Service Territory May 2007
  19. Mullan J. , Harries D. , Bräunl T. , and Whitely S. Modelling the impacts of electric vehicle recharging on the Western Australian electricity supply system Energy Policy 39 7 4349 4359 Jul. 2011
  20. Weiller C. Plug-in hybrid electric vehicle impacts on hourly electricity demand in the United States Energy Policy 39 6 3766 3778 Jun. 2011
  21. Druitt J. and Früh W.-G. Simulation of demand management and grid balancing with electric vehicles J. Power Sources 216 104 116 Oct. 2012
  22. Robinson a.P. , Blythe P. T. , Bell M. C. , Hübner Y. , and Hill G.a. Analysis of electric vehicle driver rechargingdemand profiles and subsequent impacts on the carbon content of electric vehicle trips Energy Policy 1 12 Jul. 2013
  23. Heydt G. The impact of electric vehicle deployment on load management strategies IEEE Trans. Power Appar. Syst.;(United States) 5 1983
  24. Webster R. Can the electricity distribution network cope with an influx of electric vehicles? J. Power Sources 80 1-2 217 225 Jul. 1999
  25. Camus C. and Farias T. Impacts of electric vehicles' charging strategies in the electricity prices 2011 8th Int. Conf. Eur. Energy Mark. May 833 838 May 2011
  26. Mahalik M. , Poch L. , Botterud A. , and Vyas A. Impacts of plug-in hybrid electric vehicles on the electric power system in Illinois 2010 IEEE Conf. Innov. Technol. an Effic. Reliab. Electr. Supply 341 348 Sep. 2010
  27. Acha S. , Green T. , and Shah N. Optimal charging strategies of electric vehicles in the UK power market Innov. Smart Grid … 1 8 2011
  28. Kristoffersen T. K. , Capion K. , and Meibom P. Optimal charging of electric drive vehicles in a market environment Appl. Energy 88 5 1940 1948 May 2011
  29. Scholer , R. and McGlynn , H. Smart Charging Standards for Plug-In Electric Vehicles SAE Technical Paper 2014-01-1823 2014 10.4271/2014-01-1823
  30. Yunus K. , Parra H. Z. De La , and Reza M. Distribution grid impact of Plug-In Electric Vehicles charging at fast charging stations using stochastic charging model 1 11 2011
  31. Zheng J. , Wang X. , Men K. , Zhu C. , and Zhu S. Aggregation Model-Based Optimization for Electric Vehicle Charging Strategy IEEE Trans. Smart Grid 4 2 1058 1066 Jun. 2013
  32. Bertsekas D. P. Dynamic Programming and Optimal Control I, II Athena Scientific 1995
  33. Bemporad A. , Puglia L. , and Gabbrielline T. A stochastic model predictive control approach to dynamic option hedging with transaction costs American Control Conference 2011 3862 3867
  34. Thompson A. M. and Cluett W. R. Stochastic iterative dynamic programming: a Monte Carlo approach to dual control Automatica 41 5 767 778 May 2005
  35. Kuznia L. , Zeng B. , Centeno G. , and Miao Z. Stochastic optimization for power system configuration with renewable energy in remote areas Ann. Oper. Res. March 1 23 2011
  36. Schroeder A. , Siegmeier J. , and Creusen M. Demand management and storage sizing in electricity distribution grids 2011
  37. Sundstr O. A Generic Dynamic Programming Matlab Function 7 1625 1630 2009
  38. Bertsekas D. P. Dynamic Programming and Optimal Control 3rd Athena Scientific 2007
  39. Amaren Pricing Data https://www2.ameren.com/retailenergy/realtimeprices.aspx

Cited By