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Hybrid reinforcement learning optimization of aging aware energy management and powertrain sizing in fuel cell hybrid electric vehicles

Abstract This paper introduces a novel hybrid optimization framework for the aging-aware co-design of powertrain component sizing and energy management systems (EMS) in fuel cell hybrid electric vehicles (FCHEVs). The framework integrates the global search capability of the NSGA-II multi-objective e...

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主要な著者: Afshin Mostashiri, Morteza Montazeri-Gh
フォーマット: Artigo
言語:Inglês
出版事項: Nature Portfolio 2026-01-01
シリーズ:Scientific Reports
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オンライン・アクセス:https://doi.org/10.1038/s41598-025-34256-0
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