Ershun Pan

Recent advances in prognostics and health management for advanced manufacturing paradigms

Tangbin Xia, Yifan Dong, Lei Xiao et al. · Reliability Engineering & System Safety · 2018 · 259 citations

Industrial Design, Recent Advances, Health Management +12

An ensemble framework based on convolutional bi-directional LSTM with multiple time windows for remaining useful life estimation

Tangbin Xia, Ya Song, Yu Zheng et al. · Computers in Industry · 2019 · 229 citations

Convolutional Bi-directional Lstm, Engineering, Machine Learning +13

Voltage-temperature health feature extraction to improve prognostics and health management of lithium-ion batteries

Jinzhen Kong, Fangfang Yang, Xi Zhang et al. · Energy · 2021 · 188 citations

Electric Battery, Electrical Engineering, Health Management +8

Hidden Markov model with auto-correlated observations for remaining useful life prediction and optimal maintenance policy

Zhen Chen, Yaping Li, Tangbin Xia et al. · Reliability Engineering & System Safety · 2017 · 129 citations

Engineering, Maintenance Policy, Service Life Prediction +11

Optimization design of control charts based on Taguchi's loss function and random process shifts

Z. Wu, Mohammad Shamsuzzaman, Ershun Pan · International Journal of Production Research · 2004 · 113 citations

Engineering, Industrial Engineering, Mechanical Engineering +18