Search Results for author: Wenhao Tan

Found 4 papers, 0 papers with code

Adaptive Energy Management for Real Driving Conditions via Transfer Reinforcement Learning

no code implementations24 Jul 2020 Teng Liu, Wenhao Tan, Xiaolin Tang, Jiaxin Chen, Dongpu Cao

This article proposes a transfer reinforcement learning (RL) based adaptive energy managing approach for a hybrid electric vehicle (HEV) with parallel topology.

energy management Management +3

Transferred Energy Management Strategies for Hybrid Electric Vehicles Based on Driving Conditions Recognition

no code implementations16 Jul 2020 Teng Liu, Xiaolin Tang, Jiaxin Chen, Hong Wang, Wenhao Tan, Yalian Yang

Energy management strategies (EMSs) are the most significant components in hybrid electric vehicles (HEVs) because they decide the potential of energy conservation and emission reduction.

Computational Efficiency energy management +3

Transfer Deep Reinforcement Learning-enabled Energy Management Strategy for Hybrid Tracked Vehicle

no code implementations16 Jul 2020 Xiaowei Guo, Teng Liu, Bangbei Tang, Xiaolin Tang, Jinwei Zhang, Wenhao Tan, Shufeng Jin

This paper proposes an adaptive energy management strategy for hybrid electric vehicles by combining deep reinforcement learning (DRL) and transfer learning (TL).

energy management Management +3

Driving Conditions-Driven Energy Management for Hybrid Electric Vehicles: A Review

no code implementations16 Jul 2020 Teng Liu, Wenhao Tan, Xiaolin Tang, Jinwei Zhang, Yang Xing, Dongpu Cao

This paper focusing on helping the relevant researchers realize the state-of-the-art of HEVs energy management field and also recognize its future development direction.

energy management Management

Cannot find the paper you are looking for? You can Submit a new open access paper.