Health indicators for remaining useful life prediction of complex systems based on long short-term memory network and improved particle filter

A Hybrid Prognostics Approach for Estimating Remaining Useful Life of Rolling Element Bearings

Biao Wang, Yaguo Lei, Naipeng Li et al. · IEEE Transactions on Reliability · 2018 · 1.7K citations

Hybrid Prognostics Approach, Engineering, Machine Learning +21

Remaining useful life estimation in prognostics using deep convolution neural networks

Xiang Li, Qian Ding, Jian‐Qiao Sun · Reliability Engineering & System Safety · 2017 · 1.6K citations

Prognostic Assessment, Prognostic Evaluation, Engineering +11

Remaining useful life predictions for turbofan engine degradation using semi-supervised deep architecture

André Listou Ellefsen, Emil Bjørlykhaug, Vilmar Æsøy et al. · Reliability Engineering & System Safety · 2018 · 482 citations · Full text

Artificial Intelligence, Turbofan Engine Degradation, Machine Learning +24

Motor Bearing Fault Detection Using Spectral Kurtosis-Based Feature Extraction Coupled With <i>K</i>-Nearest Neighbor Distance Analysis

Jing Tian, Carlos Morillo, Michael H. Azarian et al. · IEEE Transactions on Industrial Electronics · 2015 · 470 citations

Fault Diagnosis, Condition Monitoring, Reliability Engineering +14

RUL Prediction of Deteriorating Products Using an Adaptive Wiener Process Model

Qingqing Zhai, Zhi‐Sheng Ye · IEEE Transactions on Industrial Informatics · 2017 · 347 citations

Engineering, Industrial Engineering, Rul Prediction +15