Energy management strategy based on dynamic programming with durability extension for fuel cell hybrid tramway

Shiyong Tao; Weirong Chen; Rui Gan; Luoyi Li; Guorui Zhang; Ying Han; Qi Li

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Energy management strategy based on dynamic programming with durability extension for fuel cell hybrid tramway

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This paper proposes an energy management strategy for a fuel cell(FC)hybrid power system based on dynamic programming and state machine strategy,which takes into account the durability of the FC and the hydrogen consumption of the system.The strategy first uses the principle of dynamic programming to solve the optimal power distribution between the FC and supercapacitor(SC),and then uses the optimization results of dynamic programming to update the threshold values in each state of the finite state machine to realize real-time management of the output power of the FC and SC.An FC/SC hybrid tramway simulation platform is established based on RTLAB real-time simulator.The compared results verify that the proposed EMS can improve the durability of the FC,increase its working time in the high-efficiency range,effectively reduce the hydrogen consumption,and keep the state of charge in an ideal range.

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来源
《铁道工程科学:英文版》 |2021年第3期|P.299-313|共15页
作者
Shiyong Tao; Weirong Chen; Rui Gan; Luoyi Li; Guorui Zhang; Ying Han; Qi Li;
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作者单位

School of Electrical Engineering Southwest Jiaotong University Chengdu 610031 China;

School of Electrical Engineering Southwest Jiaotong University Chengdu 610031 China;

School of Electrical Engineering Southwest Jiaotong University Chengdu 610031 China;

School of Electrical Engineering Southwest Jiaotong University Chengdu 610031 China;

School of Electrical Engineering Southwest Jiaotong University Chengdu 610031 China;

School of Electrical Engineering Southwest Jiaotong University Chengdu 610031 China;

School of Electrical Engineering Southwest Jiaotong University Chengdu 610031 China;

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原文格式 PDF
正文语种 chi
中图分类计算技术、计算机技术;
关键词
Hydrogen; Fuel cell; Supercapacitor; Energy management strategy; Tramway;

Energy management strategy based on dynamic programming with durability extension for fuel cell hybrid tramway

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