A Deployment-Efficient Energy Management Strategy for Connected Hybrid Electric Vehicle Based on Offline Reinforcement Learning

Energy Management for a Hybrid Electric Vehicle Based on Blended Reinforcement Learning With Backward Focusing and Prioritized Sweeping

(2021) Ningkang Yang et al.   IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY

Shifting Deep Reinforcement Learning Algorithm Toward Training Directly in Transient Real-World Environment: A Case Study in Powertrain Control

(2021) Bo Hu et al.   IEEE Transactions on Industrial Informatics

Route Planning and Power Management for PHEVs With Reinforcement Learning

(2020) Qian Zhang et al.   IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY

Ensemble Reinforcement Learning-Based Supervisory Control of Hybrid Electric Vehicle for Fuel Economy Improvement

(2020) Bin Xu et al.   IEEE Transactions on Transportation Electrification

A Real-Time Energy Management and Speed Controller for an Electric Vehicle Powered by a Hybrid Energy Storage System

(2020) Lijun Zhang et al.   IEEE Transactions on Industrial Informatics

Optimal Cost Minimization Strategy for Fuel Cell Hybrid Electric Vehicles Based on Decision-Making Framework

(2020) Huan Li et al.   IEEE Transactions on Industrial Informatics

An Edge Computing Framework for Powertrain Control System Optimization of Intelligent and Connected Vehicles Based on Curiosity-Driven Deep Reinforcement Learning

(2020) Bo Hu et al.   IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS

Hybrid Electric Vehicle Energy Management With Computer Vision and Deep Reinforcement Learning

(2020) Yong Wang et al.   IEEE Transactions on Industrial Informatics

Energy management strategies of connected HEVs and PHEVs: Recent progress and outlook

(2019) Fengqi Zhang et al.   PROGRESS IN ENERGY AND COMBUSTION SCIENCE

A Heuristic Planning Reinforcement Learning-Based Energy Management for Power-Split Plug-in Hybrid Electric Vehicles

(2019) Teng Liu et al.   IEEE Transactions on Industrial Informatics

A Data-Driven Power Management Strategy for Plug-In Hybrid Electric Vehicles Including Optimal Battery Depth of Discharging

(2019) Shaobo Xie et al.   IEEE Transactions on Industrial Informatics

Optimization for a fuel cell/battery/capacity tram with equivalent consumption minimization strategy

(2017) Wenbin Zhang et al.   ENERGY CONVERSION AND MANAGEMENT

Estimation of the ECMS Equivalent Factor Bounds for Hybrid Electric Vehicles

(2017) Amir Rezaei et al.   IEEE TRANSACTIONS ON CONTROL SYSTEMS TECHNOLOGY

Optimal Energy Management for HEVs in Eco-Driving Applications Using Bi-Level MPC

(2017) Lulu Guo et al.   IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS

Comparative Study of Real-Time HEV Energy Management Strategies

(2017) Qi Jiang et al.   IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY

Mastering the game of Go without human knowledge

(2017) David Silver et al.   NATURE

Modelling and control of hybrid electric vehicles (A comprehensive review)

(2017) Wisdom Enang et al.   RENEWABLE & SUSTAINABLE ENERGY REVIEWS

Mastering the game of Go with deep neural networks and tree search

(2016) David Silver et al.   NATURE

Optimal Control of Hybrid Electric Vehicles Based on Pontryagin's Minimum Principle

(2010) Namwook Kim et al.   IEEE TRANSACTIONS ON CONTROL SYSTEMS TECHNOLOGY