电池2026，Vol.56Issue(1)：61-68,8.DOI:10.19535/j.1001-1579.2026.01.009
基于AI算法的PEMFC发电系统的优化
Optimization of PEMFC power generation system based on AI algorithm
摘要
Abstract
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.关键词
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Key words
proton exchange membrane fuel cell(PEMFC)/power generation system/artificial intelligence(AI)/collabora-tive operation/power generation efficiency/lifetime分类
信息技术与安全科学引用本文复制引用
杨泽雨,雷金勇,廖文浩,杨曦,袁新杰..基于AI算法的PEMFC发电系统的优化[J].电池,2026,56(1):61-68,8.基金项目
国家重点研发计划(2023YFB4005605),南方电网公司科技项目[GDKJXM20240073(030100KC24010008)] （2023YFB4005605）
