Self-learning energy management strategy for hybrid electric vehicle via curiosity-inspired asynchronous deep reinforcement learning

Guided model predictive control for connected vehicles with hybrid energy systems

(2021) Qingyun Min et al.   ENERGY

DQL energy management: An online-updated algorithm and its application in fix-line hybrid electric vehicle

(2021) Runnan Zou et al.   ENERGY

A novel energy management strategy of hybrid electric vehicle via an improved TD3 deep reinforcement learning

(2021) Jianhao Zhou et al.   ENERGY

Hierarchical reinforcement learning based energy management strategy for hybrid electric vehicle

(2021) Chunyang Qi et al.   ENERGY

Rule-interposing deep reinforcement learning based energy management strategy for power-split hybrid electric vehicle

(2020) Renzong Lian et al.   ENERGY

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

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

Deep Reinforcement Learning for Multiagent Systems: A Review of Challenges, Solutions, and Applications

(2020) Thanh Thi Nguyen et al.   IEEE Transactions on Cybernetics

Power distribution strategy of a dual-engine system for heavy-duty hybrid electric vehicles using dynamic programming

(2020) Jiayi Hu et al.   ENERGY

Adaptive energy management in automated hybrid electric vehicles with flexible torque request

(2020) Fengqi Zhang et al.   ENERGY

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

Deep Reinforcement Learning-Based Energy Management for a Series Hybrid Electric Vehicle Enabled by History Cumulative Trip Information

(2019) Yuecheng Li et al.   IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY

Analytical optimal solution to the energy management problem in series hybrid electric vehicles

(2018) Alberto Reig et al.   IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY

Hybrid-Trip-Model-Based Energy Management of a PHEV With Computation-Optimized Dynamic Programming

(2018) Jichao Liu et al.   IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY

Pontryagin’s Minimum Principle based model predictive control of energy management for a plug-in hybrid electric bus

(2018) Shaobo Xie et al.   APPLIED ENERGY

Reinforcement learning-based real-time energy management for a hybrid tracked vehicle

(2016) Yuan Zou et al.   APPLIED ENERGY

Fuel-Saving Cruising Strategies for Parallel HEVs

(2016) Shaobing Xu et al.   IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY

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

(2016) David Silver et al.   NATURE

A review on hybrid electric vehicles architecture and energy management strategies

(2016) M.F. M. Sabri et al.   RENEWABLE & SUSTAINABLE ENERGY REVIEWS

A novel multimode hybrid energy storage system and its energy management strategy for electric vehicles

(2015) Bin Wang et al.   JOURNAL OF POWER SOURCES

Comparative Study of Dynamic Programming and Pontryagin’s Minimum Principle on Energy Management for a Parallel Hybrid Electric Vehicle

(2013) Zou Yuan et al.   Energies

Engine On/Off Control for Dimensioning Hybrid Electric Powertrains via Convex Optimization

(2013) Nikolce Murgovski et al.   IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY

Hybrid electric vehicles and their challenges: A review

(2013) M.A. Hannan et al.   RENEWABLE & SUSTAINABLE ENERGY REVIEWS

Energy and Battery Management of a Plug-In Series Hybrid Electric Vehicle Using Fuzzy Logic

(2011) S. G. Li et al.   IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY

Review of design considerations and technological challenges for successful development and deployment of plug-in hybrid electric vehicles

(2009) Shaik Amjad et al.   RENEWABLE & SUSTAINABLE ENERGY REVIEWS