Two-Stage Charging Strategy for Plug-In Electric Vehicles at the Residential Transformer Level

被引:67
作者
Geng, Bo [1 ]
Mills, James K. [2 ]
Sun, Dong [1 ]
机构
[1] City Univ Hong Kong, Dept Mech & Biomed Engn, Kowloon, Hong Kong, Peoples R China
[2] Univ Toronto, Dept Mech & Ind Engn, Toronto, ON M5S 3G8, Canada
关键词
Plug-in electric vehicle; vehicle charging control; Pontryagin's minimum principle; fuzzy logic control; smart grid; vehicle-to-grid; HYBRID;
D O I
10.1109/TSG.2013.2246198
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
In this paper, the coordinated charging control problem for plug-in electric vehicles (PEVs) with vehicle-to-grid functionality is formulated and investigated at the residential transformer level. A two-stage charging control (TSCC) strategy is proposed to shift the transformer load while achieving good charging performance for all PEVs connected to the grid. The proposed TSCC consists of an aggregator optimizer and a power distributor designed in two stages with different control functions. During the first stage, based on the dynamic aggregator concept, the optimal charging power for all PEVs in the aggregator is derived using the Pontryagin's minimum principle. During the second stage, a power distribution law is developed to allocate the aggregated power from the first stage using the fuzzy logic control approach. The TSCC framework considers the stochastic characteristics and nonlinear battery dynamics of practical vehicle charging scenarios, and therefore, is feasible for practical implementation. Finally, simulation results are presented to validate the control performance of the TSCC.
引用
收藏
页码:1442 / 1452
页数:11
相关论文
共 35 条
[1]   Advantages of efficiency-aware smart charging strategies for PEVs [J].
Amoroso, Francesco A. ;
Cappuccino, Gregorio .
ENERGY CONVERSION AND MANAGEMENT, 2012, 54 (01) :1-6
[2]  
[Anonymous], 2010, P IEEE PES T D APR, DOI [DOI 10.1109/TDC.2010.5484336, 10.1109/TDC.2010.5484336]
[3]  
[Anonymous], P IEEE POW EN SOC GE
[4]   Challenges and Opportunities in Smart Grid: A Position Article [J].
Arnold, George W. .
PROCEEDINGS OF THE IEEE, 2011, 99 (06) :922-927
[5]   MPC-Based Energy Management of a Power-Split Hybrid Electric Vehicle [J].
Borhan, Hoseinali ;
Vahidi, Ardalan ;
Phillips, Anthony M. ;
Kuang, Ming L. ;
Kolmanovsky, Ilya V. ;
Di Cairano, Stefano .
IEEE TRANSACTIONS ON CONTROL SYSTEMS TECHNOLOGY, 2012, 20 (03) :593-603
[6]   An Optimized EV Charging Model Considering TOU Price and SOC Curve [J].
Cao, Yijia ;
Tang, Shengwei ;
Li, Canbing ;
Zhang, Peng ;
Tan, Yi ;
Zhang, Zhikun ;
Li, Junxiong .
IEEE TRANSACTIONS ON SMART GRID, 2012, 3 (01) :388-393
[7]   The state of the art of electric, hybrid, and fuel cell vehicles [J].
Chan, C. C. .
PROCEEDINGS OF THE IEEE, 2007, 95 (04) :704-718
[8]   The impact of vehicle-to-grid on the distribution grid [J].
Clement-Nyns, Kristien ;
Haesen, Edwin ;
Driesen, Johan .
ELECTRIC POWER SYSTEMS RESEARCH, 2011, 81 (01) :185-192
[9]   The Impact of Charging Plug-In Hybrid Electric Vehicles on a Residential Distribution Grid [J].
Clement-Nyns, Kristien ;
Haesen, Edwin ;
Driesen, Johan .
IEEE TRANSACTIONS ON POWER SYSTEMS, 2010, 25 (01) :371-380
[10]   Aggregated Impact of Plug-in Hybrid Electric Vehicles on Electricity Demand Profile [J].
Darabi, Zahra ;
Ferdowsi, Mehdi .
IEEE TRANSACTIONS ON SUSTAINABLE ENERGY, 2011, 2 (04) :501-508