PROGNOSTICS

作品数:40被引量:171H指数:6
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相关领域:自动化与计算机技术更多>>
相关作者:郑平军张静王飞蔡巧言更多>>
相关机构:中国运载火箭技术研究院更多>>
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Optimizing battery deployment: Aging trajectory prediction enabling homogenous performance grouping
《Journal of Energy Chemistry》2025年第1期565-577,共13页Shuquan Wang Feng Gao Zhan Ma Hao Tian Yusen Zhang 
National Natural Science Foundation of China (Grant No. 52225705)。
As battery deployments in electric vehicles and energy storage systems grow, ensuring homogeneous performance across units is crucial. We propose a multi-derivative imaging fusion(MDIF) model, employing advanced imagi...
关键词:Lithium-ion battery Battery prognostics Fusion model Convolutional neural network Transfer learning 
Specialized deep neural networks for battery health prognostics:Opportunities and challenges
《Journal of Energy Chemistry》2023年第12期416-438,I0011,共24页Jingyuan Zhao Xuebing Han Minggao Ouyang Andrew F.Burke 
Lithium-ion batteries are key drivers of the renewable energy revolution,bolstered by progress in battery design,modelling,and management.Yet,achieving high-performance battery health prognostics is a significant chal...
关键词:Lithium-ion batteries State of health LIFETIME Deep learning Transformer Transfer learning Physics-informed learning Generative adversarial networks Reinforcement learning Open data 
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