Michael Pecht

Deep Residual Shrinkage Networks for Fault Diagnosis

Minghang Zhao, Shisheng Zhong, Xuyun Fu et al. · IEEE Transactions on Industrial Informatics · 2019 · 1.4K citations

Computing, Computer Science, Feature Engineering +16

Long Short-Term Memory Recurrent Neural Network for Remaining Useful Life Prediction of Lithium-Ion Batteries

Yongzhi Zhang, Rui Xiong, Hongwen He et al. · IEEE Transactions on Vehicular Technology · 2018 · 1.3K citations

Computing, Computer Science, Forecasting +16

Battery Lifetime Prognostics

Le Xu, Xianke Lin, Michael Pecht · Joule · 2020 · 1.2K citations · Full text

Prognostics of lithium-ion batteries based on Dempster–Shafer theory and the Bayesian Monte Carlo method

Wei He, Nicholas Williard, Michael Osterman et al. · Journal of Power Sources · 2011 · 1K citations

Computing, Computational Engineering, Bayesian Data Analysis +15

State of charge estimation of lithium-ion batteries using the open-circuit voltage at various ambient temperatures

Yinjiao Xing, Wei He, Michael Pecht et al. · Applied Energy · 2013 · 943 citations

Engineering, Chemical Engineering, Electrical Engineering +17