Charging Strategy for Electric Vehicles Considering Consumer Psychology and Trip Chain

被引:8
作者
Gou, Jiwei [1 ]
Lin, Changsheng [1 ]
Li, Jun [1 ]
Geng, Bo [1 ]
Li, Zhi [1 ]
Cao, Yang [2 ]
Li, Yang [2 ]
Bao, Yuqing [2 ]
机构
[1] Shenzhen Power Supply Bur Co Ltd, Shenzhen, Peoples R China
[2] Southeast Univ, Sch Elect Engn, Nanjing, Peoples R China
关键词
electrical vehicles; consumer psychology; trip chain; time-of-use price; peak shaving and valley filling; DEMAND;
D O I
10.3389/fenrg.2021.723370
中图分类号
TE [石油、天然气工业]; TK [能源与动力工程];
学科分类号
0807 ; 0820 ;
摘要
As a kind of movable storage device, the electrical vehicles (EVs) are able to support load shaving through orderly charging. The existing researches mostly focus on the design of EVs charging control technology with little consideration of trip-chain-based consumer psychology of EV owners. To fill this gap, this article proposes a price-based orderly charging strategy for EVs considering both consumer psychology and trip chain. Then, the load shaving problem is transformed into a multiobjective optimization problem, to minimize peak-to-valley difference and network loss. A time-of-use price optimization model based on consumer psychology is established to describe the charging behavior of EV owners influenced by electricity price. Finally, the examples verify the feasibility of the proposed strategy by comparing the impact of EVs connected to grid under different ratios, different load transfer rates, and different scenarios.
引用
收藏
页数:11
相关论文
共 18 条
[11]   Statistical Charging Load Modeling of PHEVs in Electricity Distribution Networks Using National Travel Survey Data [J].
Rautiainen, A. ;
Repo, S. ;
Jarventausta, P. ;
Mutanen, A. ;
Vuorilehto, K. ;
Jalkanen, K. .
IEEE TRANSACTIONS ON SMART GRID, 2012, 3 (04) :1650-1659
[12]   Optimal Behavior of Electric Vehicle Parking Lots as Demand Response Aggregation Agents [J].
Shafie-khah, Miadreza ;
Heydarian-Forushani, Ehsan ;
Osorio, Gerardo J. ;
Gil, Fabio A. S. ;
Aghaei, Jamshid ;
Barani, Mostafa ;
Catalao, Joao P. S. .
IEEE TRANSACTIONS ON SMART GRID, 2016, 7 (06) :2654-2665
[13]  
[孙乾 Sun Qian], 2020, [电力自动化设备, Electric Power Automation Equipment], V40, P30
[14]   Nodal Impact Assessment and Alleviation of Moving Electric Vehicle Loads: From Traffic Flow to Power Flow [J].
Tang, Difei ;
Wang, Peng .
IEEE TRANSACTIONS ON POWER SYSTEMS, 2016, 31 (06) :4231-4242
[15]   Probabilistic Modeling of Nodal Charging Demand Based on Spatial-Temporal Dynamics of Moving Electric Vehicles [J].
Tang, Difei ;
Wang, Peng .
IEEE TRANSACTIONS ON SMART GRID, 2016, 7 (02) :627-636
[16]   Decentralized Optimal Scheduling for Charging and Discharging of Plug-In Electric Vehicles in Smart Grids [J].
Xing, Hao ;
Fu, Minyue ;
Lin, Zhiyun ;
Mou, Yuting .
IEEE TRANSACTIONS ON POWER SYSTEMS, 2016, 31 (05) :4118-4127
[17]   Multi-Objective Optimization and Dispatch of Distributed Energy Resources for Renewable Power Utilization Considering Time-of-Use Tariff [J].
Xing, Qinhao ;
Cheng, Meng ;
Liu, Shuran ;
Xiang, Qianliang ;
Xie, Hailian ;
Chen, Tailai .
FRONTIERS IN ENERGY RESEARCH, 2021, 9
[18]  
[周明 Zhou Ming], 2016, [电网技术, Power System Technology], V40, P3348