Chao Hu

A multiscale framework with extended Kalman filter for lithium-ion battery SOC and capacity estimation

Chao Hu, Byeng D. Youn, Jaesik Chung · Applied Energy · 2011 · 536 citations

State Estimation, Nonlinear System Identification, Electrical Engineering +10

Deep convolutional neural networks with ensemble learning and transfer learning for capacity estimation of lithium-ion batteries

Sheng Shen, Mohammadkazem Sadoughi, Meng Li et al. · Applied Energy · 2019 · 488 citations

Artificial Intelligence, Convolutional Neural Network, Engineering +7

A deep learning method for online capacity estimation of lithium-ion batteries

Sheng Shen, Mohammadkazem Sadoughi, Xiangyi Chen et al. · Journal of Energy Storage · 2019 · 368 citations · Full text

Electrical Engineering, Engineering, Machine Learning +10

Ensemble of data-driven prognostic algorithms for robust prediction of remaining useful life

Chao Hu, Byeng D. Youn, Pingfeng Wang · Reliability Engineering & System Safety · 2012 · 349 citations

Reliability Engineering, Engineering, Service Life Prediction +15

Data-driven method based on particle swarm optimization and k-nearest neighbor regression for estimating capacity of lithium-ion battery

Chao Hu, Gaurav Jain, Puqiang Zhang et al. · Applied Energy · 2014 · 278 citations

Electric Battery, Electrical Engineering, K-nearest Neighbor Regression +12