Driving-Cycle-Adaptive Energy Management Strategy for Hybrid Energy Storage Electric Vehicles

Driving-Cycle-Adaptive Energy Management Strategy for Hybrid Energy Storage Electric Vehicles

The energy management strategy (EMS) is a critical technology for pure electric vehicles equipped with hybrid energy storage systems. This study addresses the challenges of limited adaptability to driving cycles and significant battery capacity degradation in lithium battery–supercapacitor hybrid en...

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Bibliographic Details
Main Authors: Zhaocheng Lu, Tiezhu Zhang, Rui Li, Xinyu Ni
Format: Article
Language:English
Published: MDPI AG 2025-06-01
Series:World Electric Vehicle Journal
Subjects:
hybrid energy storage system
dynamic programming
least squares support vector machine
driving cycle recognition
energy management
Online Access:https://www.mdpi.com/2032-6653/16/6/313
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