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Updated: Sep 11, 2025

Author Spotlight: Optimization of Airflow Velocities in Battery Cooling Systems for Enhanced Thermal Performance and Reduced Energy Consumption
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基于机器学习的方法来减少混合储能电动汽车的能源消耗

T Paulraj1, Yeddula Pedda Obulesu2

  • 1School of Electrical Engineering, Vellore Institute of Technology, Vellore, Tamil Nadu, India.

Scientific reports
|August 12, 2025
PubMed
概括

本研究提出了一种机器学习策略,使用长短期记忆 (LSTM) 网络来优化电动汽车中的超级电容器 (SC) 电流. 这种方法可以减少电池的压力,并通过管理电力需求来提高能源效率.

关键词:
在 BEV 和 HBEV 之间.电池 电池 电池 电池 电池能源管理 能源管理这是LSTM的LSTM.机器学习是机器学习.在 ONNXX 里面.超级电容器 超级电容器

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