An enhanced encoder–decoder framework for bearing remaining useful life prediction

A deep learning method for bearing fault diagnosis based on Cyclic Spectral Coherence and Convolutional Neural Networks

(2020) Zhuyun Chen et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Gated recurrent unit based recurrent neural network for remaining useful life prediction of nonlinear deterioration process

(2019) Jinglong Chen et al.   RELIABILITY ENGINEERING & SYSTEM SAFETY

A recurrent neural network approach for remaining useful life prediction utilizing a novel trend features construction method

(2019) Sen Zhao et al.   MEASUREMENT

A novel deep learning method based on attention mechanism for bearing remaining useful life prediction

(2019) Yuanhang Chen et al.   APPLIED SOFT COMPUTING

Challenges and recommended technologies for the industrial internet of things: A comprehensive review

(2019) Mina Younan et al.   MEASUREMENT

A review of failure modes, condition monitoring and fault diagnosis methods for large-scale wind turbine bearings

(2019) Zepeng Liu et al.   MEASUREMENT

Deep separable convolutional network for remaining useful life prediction of machinery

(2019) Biao Wang et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

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

(2018) Jun Zhu et al.   IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS

Physics-based intelligent prognosis for rolling bearing with fault feature extraction

(2018) Yanfei Lu et al.   INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY

A deep convolutional neural network with new training methods for bearing fault diagnosis under noisy environment and different working load

(2018) Wei Zhang et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Hybrid data-driven physics-based model fusion framework for tool wear prediction

(2018) Houman Hanachi et al.   INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY

Multi-scale Dense Gate Recurrent Unit Networks for bearing remaining useful life prediction

(2018) Lei Ren et al.   Future Generation Computer Systems-The International Journal of eScience

Direct Remaining Useful Life Estimation Based on Support Vector Regression

(2017) Racha Khelif et al.   IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS

Remaining useful life prediction for an adaptive skew-Wiener process model

(2017) Zeyi Huang et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

A recurrent neural network based health indicator for remaining useful life prediction of bearings

(2017) Liang Guo et al.   NEUROCOMPUTING

Anomaly Detection and Fault Prognosis for Bearings

(2016) Xiaohang Jin et al.   IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT

A Model-Based Method for Remaining Useful Life Prediction of Machinery

(2016) Yaguo Lei et al.   IEEE TRANSACTIONS ON RELIABILITY

A joint particle filter and expectation maximization approach to machine condition prognosis

(2016) Jinjiang Wang et al.   JOURNAL OF INTELLIGENT MANUFACTURING

Bearing remaining useful life estimation based on time–frequency representation and supervised dimensionality reduction

(2016) Minghang Zhao et al.   MEASUREMENT

PDF and Breakdown Time Prediction for Unobservable Wear Using Enhanced Particle Filters in Precognitive Maintenance

(2015) Chee Khiang Pang et al.   IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT

Machinery condition prediction based on wavelet and support vector machine

(2015) Shujie Liu et al.   JOURNAL OF INTELLIGENT MANUFACTURING

Condition assessment for the performance degradation of bearing based on a combinatorial feature extraction method

(2014) Sheng Hong et al.   DIGITAL SIGNAL PROCESSING

Bearing Degradation Evaluation Using Recurrence Quantification Analysis and Kalman Filter

(2014) Yuning Qian et al.   IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT

Discovering Prognostic Features Using Genetic Programming in Remaining Useful Life Prediction

(2013) Linxia Liao   IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS

Remaining useful life estimation – A review on the statistical data driven approaches

(2010) Xiao-Sheng Si et al.   EUROPEAN JOURNAL OF OPERATIONAL RESEARCH

Sampling inspection for the evaluation of time-dependent reliability of deteriorating systems under imperfect defect detection

(2009) Sebastian P. Kuniewski et al.   RELIABILITY ENGINEERING & SYSTEM SAFETY

A survey of the application of gamma processes in maintenance

(2007) J.M. van Noortwijk   RELIABILITY ENGINEERING & SYSTEM SAFETY