Research on electric vehicle charging station load forecasting

APAP 2011 - Proceedings: 2011 International Conference on Advanced Power System Automation and Protection

Volumn 3, Issue , 2011, Pages 2055-2060

  Xie, FeiXiang ^a   Huang, Mei ^a   Zhang, WeiGe ^a   Li, Juan ^a  

^a BEIJING JIAOTONG UNIVERSITY   (China)

Author keywords

BP neural network; EV charging station load forecasting; GM(1,1) model; RBF neural network

Indexed keywords

BP NEURAL NETWORKS; CHARGING STATION; ENERGY CRISIS; ENVIRONMENTAL POLLUTIONS; GM (1 , 1) MODEL; LOAD FORECASTING; POWER LOAD; RAPID GROWTH; RBF NEURAL NETWORK; SAFE OPERATION; SHORT TERM LOAD FORECASTING;

ELECTRIC POWER SYSTEMS; ELECTRIC VEHICLES; ENERGY POLICY; NEURAL NETWORKS;

ELECTRIC LOAD FORECASTING;

EID: 84860770416     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/APAP.2011.6180772     Document Type: Conference Paper

References (9)

1. Zhang Yu, Minghong Zhang, Jianning Yang, "Design of Energy Management Systems for Mobile Power Station of Electric Vehicles", IEEE International Conference on Infonnation Management, Innovation Management and Industrial Engineering (ICIII), Zibo, China, 26-27 Dec 2009, pp.250-253
2. Yunyan Wang, Jingxin Li, Jiuchun Jiang, Liyong Niu, "Management information system of charging station for electric vehicle (EV) ", International Conference on Electrical Machines and Systems (ICEMS), Nanjing,China,27-29 Sep 2005,pp.857-860
3. Wang Zhenpo, Liu Peng, "Analysis on Storage Power of Electric Vehicle Charging Station", Power and Energy Engineering Conference (APPEEC), Chengdu, China, 28-31 March 2010,pp.1-4
4. WANG Zhen-po, SUN Feng-chun, Lin Cheng, Forecasting and Simulation of the Distribution Capacity of E-Bus Charge Station[J], Transactions of Beijing Institute of Technology,2006,26(12):1061-1064
5. WANG Hongbin, CHANG Wei-li, "Load Forecasting For Electrical Power System Based On BP Neural Network", Education Technology and Computer Science (ETCS), Wuhan, China, 7-8 March 2009,pp.702-705
6. Li Xiao-cong, Wang Le, Li Qiu-wen, Wang Ke, "The Short-Term Load Forecasting Based on Grey Theory and RBF Neural Network ", Power and Energy Engineering Conference (APPEEC), Wuhan,China25-28 March 2011, pp.14
7. Ning Lu, Jianzhong Zhou, "Particle Swarm Optimization-Based RBF Neural Network Load Forecasting Model", Computer Research and Development (lCCRD), Shanghai,China,11-13 March 2011, pp.465-468
8. ZHANG Caiqing, LIN Ming, TANG Mingyang, "BP Neural Network Optimized with PSO Algorithm for Daily Load Forecasting", Information Management, Innovation Management and Industrial Engineering(ICIII), Taipei, China,19-21 Dec. 2008, pp.82-85
9. Yang Zhangang, Che Yanbo,Cheng, K.W.E., "Genetic Algorithm-Based RBF Neural Network Load Forecasting Model", in Power Engineering Society General Meeting, 2007. IEEE