Optimization of dilated convolution networks with application in remaining useful life prediction of induction motors

An Empirical Evaluation of Generic Convolutional and Recurrent Networks for Sequence Modeling

Shaojie Bai, J. Zico Kolter, Vladlen Koltun · arXiv (Cornell University) · 2018 · 4.3K citations · Full text

Computing, Computer Science, Computer Vision +13

A Survey of Fault Diagnosis and Fault-Tolerant Techniques—Part I: Fault Diagnosis With Model-Based and Signal-Based Approaches

Zhiwei Gao, Carlo Cecati, Steven X. Ding · IEEE Transactions on Industrial Electronics · 2015 · 3K citations

Engineering, Industrial Engineering, Systems Engineering +11

Dispersion Entropy: A Measure for Time-Series Analysis

Mostafa Rostaghi, Hamed Azami · IEEE Signal Processing Letters · 2016 · 790 citations

Engineering, Electrical Engineering, Dynamical Systems +9

Estimation of Bearing Remaining Useful Life Based on Multiscale Convolutional Neural Network

Jun Zhu, Nan Chen, Weiwen Peng · IEEE Transactions on Industrial Electronics · 2018 · 688 citations

Computing, Computer Science, Machine Learning +16

Prognostics and Health Management (PHM): Where are we and where do we (need to) go in theory and practice

Enrico Zio · Reliability Engineering & System Safety · 2021 · 663 citations · Full text

Nursing, Health Care Management, Clinical Decision Support +11