Optimal power-split of hybrid energy storage system using Pontryagin’s minimum principle and deep reinforcement learning approach for electric vehicle application

Author:

Nambisan PraveenORCID,Khanra MunmunORCID

Funder

Ministry of Science and Technology

India Ministry of Science & Technology Department of Science and Technology

Publisher

Elsevier BV

Reference38 articles.

1. An advanced energy management system for controlling the ultracapacitor discharge and improving the electric vehicle range;Armenta;J. Power Sources,2015

2. Review—“knees” in lithium-ion battery aging trajectories;Attia;J. Electrochem. Soc.,2022

3. Energy storage sizing in plug-in electric vehicles: Driving cycle uncertainty effect analysis and machine learning based sizing framework;Bansal;J. Energy Storage,2021

4. Stochastic model predictive control for energy management of power-split plug-in hybrid electric vehicles based on reinforcement learning;Chen;Energy (Oxf.),2020

5. Intelligent energy management for hybrid electric tracked vehicles using online reinforcement learning;Du;Appl. Energy,2019

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