EV Charging Algorithm Implementation with User Price Preference

被引:0
|
作者
Wang, Bin [1 ]
Hu, Boyang [1 ]
Qiu, Charlie [1 ]
Chu, Peter [1 ]
Gadh, Rajit [1 ]
机构
[1] Univ Calif Los Angeles, Dept Mech Engn, Los Angeles, CA 90095 USA
关键词
EV charging scheduling; load prediction; price preferences; pricing strategy;
D O I
暂无
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
In this paper, we propose and implement a smart Electric Vehicle (EV) charging algorithm to control the EV charging infrastructures according to users' price preferences. Charging boxes, equipped with bi-directional communication devices and smart meters, can be remotely monitored by the proposed charging algorithm applied to EV control center and mobile app. On the server side, ARIMA model is utilized to fit historical charging load data and perform day-ahead prediction. A pricing strategy with energy bidding policy is proposed and implemented to generate a charging price list to be broadcasted to EV users through mobile app. On the user side, EV drivers can submit their price preferences and daily travel schedules to negotiate with Control Center to consume the expected energy and minimize charging cost simultaneously. The proposed algorithm is tested and validated through the experimental implementations in UCLA parking lots.
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页数:5
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