Zhongwei Deng

Best Publications

• Data-driven state of charge estimation for lithium-ion battery packs based on Gaussian process regression

  Zhongwei Deng;Xiaosong Hu;Xianke Lin;Yunhong Che

  372
  Citations

• Data-Driven Battery State of Health Estimation Based on Random Partial Charging Data

  Unknown

  372
  Citations

• Battery health estimation with degradation pattern recognition and transfer learning

  Unknown

  360
  Citations

• An end-to-end neural network framework for state-of-health estimation and remaining useful life prediction of electric vehicle lithium batteries

  Unknown

  282
  Citations

• Predictive Battery Health Management With Transfer Learning and Online Model Correction

  Yunhong Che;Zhongwei Deng;Xianke Lin;Lin Hu

  220
  Citations

• Prognostics of battery capacity based on charging data and data-driven methods for on-road vehicles

  Unknown

  196
  Citations

• General Discharge Voltage Information Enabled Health Evaluation for Lithium-Ion Batteries

  Zhongwei Deng;Xiaosong Hu;Xianke Lin;Le Xu

  188
  Citations

• A Review of Second-Life Lithium-Ion Batteries for Stationary Energy Storage Applications

  Unknown

  184
  Citations

• Data-driven fault diagnosis and thermal runaway warning for battery packs using real-world vehicle data

  Lulu Jiang;Zhongwei Deng;Xiaolin Tang;Lin Hu

  179
  Citations

• Health Prognosis for Electric Vehicle Battery Packs: A Data-Driven Approach

  Xiaosong Hu;Yunhong Che;Xianke Lin;Zhongwei Deng

  176
  Citations

• Online available capacity prediction and state of charge estimation based on advanced data-driven algorithms for lithium iron phosphate battery

  Zhongwei Deng;Lin Yang;Yishan Cai;Hao Deng

  164
  Citations

• Naturalistic Data-Driven Predictive Energy Management for Plug-In Hybrid Electric Vehicles

  Xiaolin Tang;Tong Jia;Xiaosong Hu;Yanjun Huang

  156
  Citations

• State of health estimation based on modified Gaussian process regression for lithium-ion batteries

  Unknown

  142
  Citations

• State of health prognostics for series battery packs: A universal deep learning method

  Yunhong Che;Zhongwei Deng;Penghua Li;Xiaolin Tang

  110
  Citations

• A deep learning method for lithium-ion battery remaining useful life prediction based on sparse segment data via cloud computing system

  Qisong Zhang;Lin Yang;Wenchao Guo;Jiaxi Qiang

  101
  Citations

• Polynomial approximation pseudo-two-dimensional battery model for online application in embedded battery management system

  Zhongwei Deng;Lin Yang;Hao Deng;Yishan Cai

  101
  Citations

• Rapid health estimation of in-service battery packs based on limited labels and domain adaptation

  Unknown

  89
  Citations

• A Novel Hybrid Physics-Based and Data-Driven Approach for Degradation Trajectory Prediction in Li-Ion Batteries

  Unknown

  87
  Citations

• A Reduced-Order Electrochemical Model for All-Solid-State Batteries

  Zhongwei Deng;Xiaosong Hu;Xianke Lin;Le Xu

  85
  Citations

• Supervisory long-term prediction of state of available power for lithium-ion batteries in electric vehicles

  Lin Yang;Yishan Cai;Yishan Cai;Yixin Yang;Zhongwei Deng

  84
  Citations