Multi-Scale Reinforcement Learning of Dynamic Energy Controller for Connected Electrified Vehicles

The synergy of reinforcement learning (RL)-based energy management and vehicle-to-everything communication has been proved effective in boosting the fuel economy of connected plug-in hybrid electric vehicles (PHEVs). However, the intricate coupling of mechanical, electrical, thermal states and drivi...

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Vydané v:	IEEE transactions on intelligent transportation systems s. 1 - 13
Hlavní autori:	Zhang, Hao, Lei, Nuo, Li, Shengbo Eben, Zhang, Junzhi, Wang, Zhi
Médium:	Journal Article
Jazyk:	English
Vydavateľské údaje:	IEEE 2025
Predmet:	Autoencoders Data models Decoding Energy management Engines Generators Mechanical power transmission multi-horizon plug-in hybrid electric vehicles Reinforcement learning traffic preview Transient analysis Vectors Vehicle dynamics
ISSN:	1524-9050, 1558-0016
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