Implicit Kalman filtering method for remaining useful life prediction of rolling bearing with adaptive detection of degradation stage transition point

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 · 1.8K citations

Engineering, Data Science, Machine Learning +16

Wavelet filter-based weak signature detection method and its application on rolling element bearing prognostics

Hai Qiu, Jay Lee, Jing Lin et al. · Journal of Sound and Vibration · 2005 · 1.4K citations

Engineering, Civil Engineering, Maintenance Engineering +9

A Novel Adaptive Kalman Filter With Inaccurate Process and Measurement Noise Covariance Matrices

Yulong Huang, Yonggang Zhang, Zhemin Wu et al. · IEEE Transactions on Automatic Control · 2017 · 678 citations · Full text

Computing, Computational Engineering, Process Control +16

An Improved Exponential Model for Predicting Remaining Useful Life of Rolling Element Bearings

Naipeng Li, Yaguo Lei, Jing Lin et al. · IEEE Transactions on Industrial Electronics · 2015 · 655 citations

Computing, Decision Sciences, Forecasting +14

Gated Dual Attention Unit Neural Networks for Remaining Useful Life Prediction of Rolling Bearings

Yi Qin, Dingliang Chen, Sheng Xiang et al. · IEEE Transactions on Industrial Informatics · 2020 · 261 citations

Computing, Computer Science, Mechanical Engineering +17