Learning model predictive control for efficient energy management of electric vehicles under car following and road slopes

Learning model predictive control for efficient energy management of electric vehicles under car following and road slopes

In this paper, a novel control algorithm is proposed using Model Predictive Control for improving energy consumption of fully electric vehicles (FEVs) and Deep Reinforcement Learning (DRL) for understanding the driving environment in real-time, respectively. The dynamics of the FEVs and the brushles...

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Bibliographic Details
Main Author: Kiwon Yeom
Format: Article
Language:English
Published: Elsevier 2022-11-01
Series:Energy Reports
Subjects:
Eco-driving
Electric vehicles
Model Predictive Control
Deep Reinforcement Learning
Optimal speed control
Energy consumption
Online Access:http://www.sciencedirect.com/science/article/pii/S2352484722022028

Internet

http://www.sciencedirect.com/science/article/pii/S2352484722022028

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