Energy Management Strategy for a Hybrid Electric Vehicle Based on Deep Reinforcement Learning

Data-driven hierarchical control for online energy management of plug-in hybrid electric city bus

(2018) He Tian et al.   ENERGY

Expert Level Control of Ramp Metering Based on Multi-Task Deep Reinforcement Learning

(2018) Francois Belletti et al.   IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS

Stochastic Optimal Control of Parallel Hybrid Electric Vehicles

(2017) Feiyan Qin et al.   Energies

A Pontryagin Minimum Principle-Based Adaptive Equivalent Consumption Minimum Strategy for a Plug-in Hybrid Electric Bus on a Fixed Route

(2017) Shaobo Xie et al.   Energies

A Comprehensive Study of Key Electric Vehicle (EV) Components, Technologies, Challenges, Impacts, and Future Direction of Development

(2017) Fuad Un-Noor et al.   Energies

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

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

Energy Management in Plug-in Hybrid Electric Vehicles: Recent Progress and a Connected Vehicles Perspective

(2017) Clara Marina Martinez et al.   IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY

Online energy management strategy of fuel cell hybrid electric vehicles based on data fusion approach

(2017) Daming Zhou et al.   JOURNAL OF POWER SOURCES

Stochastic Dynamic Programming in the Real-World Control of Hybrid Electric Vehicles

(2016) Christopher Vagg et al.   IEEE TRANSACTIONS ON CONTROL SYSTEMS TECHNOLOGY

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

(2016) David Silver et al.   NATURE

Data-Driven Reinforcement Learning–Based Real-Time Energy Management System for Plug-In Hybrid Electric Vehicles

(2016) Xuewei Qi et al.   TRANSPORTATION RESEARCH RECORD

An Online Learning Control Strategy for Hybrid Electric Vehicle Based on Fuzzy Q-Learning

(2015) Yue Hu et al.   Energies

Reinforcement Learning–Based Energy Management Strategy for a Hybrid Electric Tracked Vehicle

(2015) Teng Liu et al.   Energies

An energy management approach of hybrid vehicles using traffic preview information for energy saving

(2015) Chunhua Zheng et al.   ENERGY CONVERSION AND MANAGEMENT

Fuzzy-based blended control for the energy management of a parallel plug-in hybrid electric vehicle

(2015) Nicolas Denis et al.   IET Intelligent Transport Systems

Human-level control through deep reinforcement learning

(2015) Volodymyr Mnih et al.   NATURE

An instantaneous optimization strategy based on efficiency maps for internal combustion engine/battery hybrid vehicles

(2014) Kürşad Gökce et al.   ENERGY CONVERSION AND MANAGEMENT

Power management optimization of fuel cell/battery hybrid vehicles with experimental validation

(2013) Farouk Odeim et al.   JOURNAL OF POWER SOURCES

Optimal energy management in a dual-storage fuel-cell hybrid vehicle using multi-dimensional dynamic programming

(2013) Mehdi Ansarey et al.   JOURNAL OF POWER SOURCES

Energy management of a power-split plug-in hybrid electric vehicle based on genetic algorithm and quadratic programming

(2013) Zheng Chen et al.   JOURNAL OF POWER SOURCES

Online learning control for hybrid electric vehicle

(2012) Weimin Li et al.   Chinese Journal of Mechanical Engineering

Classification and Review of Control Strategies for Plug-In Hybrid Electric Vehicles

(2010) Sanjaka G. Wirasingha et al.   IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY

Optimal fuzzy power control and management of fuel cell/battery hybrid vehicles

(2009) Chun-Yan Li et al.   JOURNAL OF POWER SOURCES