A remaining useful life prediction method based on PSR-former

Practical method for determining the minimum embedding dimension of a scalar time series

Liangyue Cao · Physica D Nonlinear Phenomena · 1997 · 1.7K citations

Engineering, Machine Learning, Data Mining +9

Deep learning-based remaining useful life estimation of bearings using multi-scale feature extraction

Xiang Li, Qian Ding · Reliability Engineering & System Safety · 2018 · 535 citations

Machine Vision, Machine Learning, Image Analysis +13

A novel time–frequency Transformer based on self–attention mechanism and its application in fault diagnosis of rolling bearings

Yifei Ding, Minping Jia, Qiuhua Miao et al. · Mechanical Systems and Signal Processing · 2021 · 449 citations · Full text

Fault Diagnosis, Condition Monitoring, Engineering +2

A novel temporal convolutional network with residual self-attention mechanism for remaining useful life prediction of rolling bearings

Yudong Cao, Yifei Ding, Minping Jia et al. · Reliability Engineering & System Safety · 2021 · 325 citations

Engineering, Machine Learning, Life Prediction +11

Discovering Prognostic Features Using Genetic Programming in Remaining Useful Life Prediction

Linxia Liao · IEEE Transactions on Industrial Electronics · 2013 · 269 citations

Engineering, Machine Learning, Intelligent Diagnostics +25