An on-line predictive energy management strategy for plug-in hybrid electric vehicles to counter the uncertain prediction of the driving cycle

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• 作者：Zeyu Chen^a ; Rui Xiong^b ; ^c ; ^{rxiong@bit.edu.cn} ; ^{rxiong6@gmail.com} ; Chun Wang^c ; Jiayi Cao^b
• 关键词：Plug-in hybrid electric vehicles ; Power management ; Local optimal control ; Predictive control ; Particle swarm optimization
• 刊名：Applied Energy
• 出版年：2017
• 出版时间：1 January 2017
• 年：2017
• 卷：185
• 期：part_P2
• 页码：1663-1672
• 全文大小：882 K
• 卷排序：185

文摘

An online predictive energy management approach was proposed using a DPSO algorithm. Energy optimal problem with a dynamic cost function was formulated. Fuzzy logic-based correction method was proposed to counter the imprecise prediction. The effect of the presented strategy and correction algorithm was verified.