基于AI算法的PEMFC发电系统的优化OA
Optimization of PEMFC power generation system based on AI algorithm
质子交换膜燃料电池(PEMFC)是目前我国大型储能及发电系统的主要技术之一.兆瓦级发电系统常采用多个百千瓦级PEMFC系统并联而成,多个系统实现多机并联发电控制是系统设计难点之一.通过人工智能(AI)算法搭建多机协同控制系统,实现多机协同及自动控制,兆瓦级PEMFC系统的发电效率达50％以上,并满足40 000 h以上的寿命要求.
Proton exchange membrane fuel cell(PEMFC)is one of the main technique for large-scale energy storage and power generation systems in China.The megawatt-level power generation system is often composed of multiple 100 kilowatt-level PEMFC systems in parallel.It is one of the difficulties in system design to realize multi-machine parallel power generation control for multiple systems.Through the artificial intelligence(AI)algorithm,a multi-machine collaborative control system is built to realize multi-machine collaboration and automatic control.The power generation efficiency of the megawatt PEMFC system is more than 50％,the life requirements of more than 40 000 h are met.
杨泽雨;雷金勇;廖文浩;杨曦;袁新杰
广东电网有限责任公司广州供电局,广东 广州 510620广东电网有限责任公司广州供电局,广东 广州 510620广东电网有限责任公司广州供电局,广东 广州 510620上海捷氢科技股份有限公司,上海 201804上海捷氢科技股份有限公司,上海 201804
信息技术与安全科学
质子交换膜燃料电池(PEMFC)发电系统人工智能(AI)多机协同发电效率寿命
proton exchange membrane fuel cell(PEMFC)power generation systemartificial intelligence(AI)collabora-tive operationpower generation efficiencylifetime
《电池》 2026 (1)
61-68,8
国家重点研发计划(2023YFB4005605),南方电网公司科技项目[GDKJXM20240073(030100KC24010008)]
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