Optimal Power Market Participation of Plug-In Electric Vehicles Pooled by Distribution Feeder

被引:62
作者
Foster, Justin M. [1 ]
Caramanis, Michael C. [1 ]
机构
[1] Boston Univ, Coll Engn, Div Syst Engn, Boston, MA 02446 USA
基金
美国国家科学基金会;
关键词
Decision-making; distribution network; dynamic programming; electric-vehicle grid integration; load management; scenario tree; wholesale power markets; WIND INTEGRATION; SYSTEMS; IMPACT;
D O I
10.1109/TPWRS.2012.2232682
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
Electric-vehicle grid integration has the potential to stress distribution network equipment and increase peak consumption, unless properly managed. In this paper, we use dynamic programming to develop a decision support algorithm and market participation policy for a load aggregator (LA) managing the charging of plug-in electric vehicles (PEVs) connecting at the same distribution network feeder. The LA submits inflexible and flexible bids to a liberalized hour-ahead power market, while monitoring localized feeder and PEV rate constraints. Flexible bids, which include a bid price or utility, can be cleared as regulation service, cleared as energy, or rejected by the market operator. These market events are probabilistically included within the modeling framework. A case study, based on New York independent system operator data, found that the market participation policy may reduce daily electricity costs for PEVs significantly more than is expected through forecasted electricity-price-based scheduling.
引用
收藏
页码:2065 / 2076
页数:12
相关论文
共 29 条
  • [1] [Anonymous], 1999, Athena scientific Belmont
  • [2] [Anonymous], 2011, CHEV COLT SPEC
  • [3] [Anonymous], 2011, EN ANC SERV MARK OP
  • [4] Caramanis M. C., 2010, 2010 48th Annual Allerton Conference on Communication, Control, and Computing (Allerton), P42, DOI 10.1109/ALLERTON.2010.5706886
  • [5] Caramanis MC, 2011, IEEE DECIS CONTR P, P4340, DOI 10.1109/CDC.2011.6161249
  • [6] The Impact of Charging Plug-In Hybrid Electric Vehicles on a Residential Distribution Grid
    Clement-Nyns, Kristien
    Haesen, Edwin
    Driesen, Johan
    [J]. IEEE TRANSACTIONS ON POWER SYSTEMS, 2010, 25 (01) : 371 - 380
  • [7] Denholm P., 2006, Tech. Rep. NREL/TP-62040293
  • [8] Dominguez-Garcia AD, 2010, INT CONF SMART GRID, P537, DOI 10.1109/SMARTGRID.2010.5621991
  • [9] Foster J.M., 2011, SUPPORTING INFORM
  • [10] Energy Reserves and Clearing in Stochastic Power Markets: The Case of Plug-In-Hybrid Electric Vehicle Battery Charging
    Foster, Justin M.
    Caramanis, Michael C.
    [J]. 49TH IEEE CONFERENCE ON DECISION AND CONTROL (CDC), 2010, : 1037 - 1044