Teng Liu

Best Publications

• Fast charging of energy-dense lithium-ion batteries

  Unknown

  933
  Citations

• Thermally modulated lithium iron phosphate batteries for mass-market electric vehicles

  Xiao Guang Yang;Teng Liu;Chao Yang Wang

  495
  Citations

• Reinforcement Learning Optimized Look-Ahead Energy Management of a Parallel Hybrid Electric Vehicle

  Teng Liu;Xiaosong Hu;Shengbo Eben Li;Dongpu Cao

  391
  Citations

• Cost-Optimal Energy Management of Hybrid Electric Vehicles Using Fuel Cell/Battery Health-Aware Predictive Control

  Xiaosong Hu;Changfu Zou;Xiaolin Tang;Teng Liu

  387
  Citations

• Levenberg–Marquardt Backpropagation Training of Multilayer Neural Networks for State Estimation of a Safety-Critical Cyber-Physical System

  Chen Lv;Yang Xing;Junzhi Zhang;Xiaoxiang Na

  339
  Citations

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

  Zou Yuan;Liu Teng;Sun Fengchun;Huei Peng

  277
  Citations

• Parallel driving in CPSS: a unified approach for transport automation and vehicle intelligence

  Fei-Yue Wang;Nan-Ning Zheng;Dongpu Cao;Clara Marina Martinez

  264
  Citations

• Reinforcement Learning of Adaptive Energy Management With Transition Probability for a Hybrid Electric Tracked Vehicle

  Teng Liu;Yuan Zou;Dexing Liu;Fengchun Sun

  261
  Citations

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

  Yuan Zou;Teng Liu;Dexing Liu;Fengchun Sun

  247
  Citations

• A look into the voltage plateau signal for detection and quantification of lithium plating in lithium-ion cells

  Xiao Guang Yang;Shanhai Ge;Teng Liu;Yongjun Leng

  226
  Citations

• Reinforcement Learning for Hybrid and Plug-In Hybrid Electric Vehicle Energy Management: Recent Advances and Prospects

  Xiasong Hu;Teng Liu;Xuewei Qi;Matthew Barth

  226
  Citations

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

  Teng Liu;Xiaosong Hu;Weihao Hu;Yuan Zou

  200
  Citations

• Deep reinforcement learning based energy management for a hybrid electric vehicle

  Unknown

  189
  Citations

• Adaptive Hierarchical Energy Management Design for a Plug-In Hybrid Electric Vehicle

  Teng Liu;Xiaolin Tang;Hong Wang;Huilong Yu

  169
  Citations

• Driving conditions-driven energy management strategies for hybrid electric vehicles: A review

  Teng Liu;Teng Liu;Wenhao Tan;Xiaolin Tang;Jinwei Zhang

  153
  Citations

• Distributed Deep Reinforcement Learning-Based Energy and Emission Management Strategy for Hybrid Electric Vehicles

  Xiaolin Tang;Jiaxin Chen;Teng Liu;Yechen Qin

  153
  Citations

• Online Markov Chain-based energy management for a hybrid tracked vehicle with speedy Q-learning

  Unknown

  148
  Citations

• Predictive vehicle-following power management for plug-in hybrid electric vehicles

  Shaobo Xie;Xiaosong Hu;Teng Liu;Shanwei Qi

  147
  Citations

• Double Deep Reinforcement Learning-Based Energy Management for a Parallel Hybrid Electric Vehicle with Engine Start-Stop Strategy

  Xiaolin Tang;Jiaxin Chen;Huayan Pu;Teng Liu

  141
  Citations

• Risk Assessment and Mitigation in Local Path Planning for Autonomous Vehicles With LSTM Based Predictive Model

  Hong Wang;Bing Lu;Jun Li;Teng Liu

  139
  Citations