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Recent Progress in Learning Algorithms Applied in Energy Management of Hybrid Vehicles: A Comprehensive Review
저자
Xu, Dezhou; Zheng, Chunhua; Cui, Yunduan; Fu, Shengxiang; Kim, Namwook; Cha, Suk Won
학술지명
International Journal of Precision Engineering and Manufacturing-Green Technology
출판/발행연도
2023
주제
요약
하이브리드 차량의 에너지 효율을 높이고 수명을 연장하기 위해 전력 분배 문제를 해결하는 에너지 관리 전략(EMS) 분야에 학습 알고리즘이 적용되고 있다. 본 논문은 하이브리드 차량 EMS에 적용된 강화 학습 및 딥러닝 알고리즘을 분류하고 검토하며, 각 알고리즘의 장단점을 논의한다.
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