A hybrid prognostics approach for estimating remaining useful life of wind turbine bearings

Performance degradation assessment of a wind turbine gearbox based on multi-sensor data fusion

(2019) Yubin Pan et al.   MECHANISM AND MACHINE THEORY

Online automatic diagnosis of wind turbine bearings progressive degradations under real experimental conditions based on unsupervised machine learning

(2018) Jaouher Ben Ali et al.   APPLIED ACOUSTICS

Canonical variable analysis and long short-term memory for fault diagnosis and performance estimation of a centrifugal compressor

(2018) Xiaochuan Li et al.   CONTROL ENGINEERING PRACTICE

Degradation Data-Driven Time-To-Failure Prognostics Approach for Rolling Element Bearings in Electrical Machines

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

A Hybrid Prognostics Technique for Rolling Element Bearings Using Adaptive Predictive Models

(2018) Wasim Ahmad et al.   IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS

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

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

A Hybrid Approach to Cutting Tool Remaining Useful Life Prediction Based on the Wiener Process

(2018) Huibin Sun et al.   IEEE TRANSACTIONS ON RELIABILITY

A prediction method for the real-time remaining useful life of wind turbine bearings based on the Wiener process

(2018) Yaogang Hu et al.   RENEWABLE ENERGY

Fault Prognosis and Remaining Useful Life Prediction of Wind Turbine Gearboxes Using Current Signal Analysis

(2018) Fangzhou Cheng et al.   IEEE Transactions on Sustainable Energy

Adaptive Power Transformer Lifetime Predictions through Machine Learning & Uncertainty Modelling in Nuclear Power Plants

(2018)   IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS

Enhanced Particle Filtering for Bearing Remaining Useful Life Prediction of Wind Turbine Drivetrain Gearboxes

(2018) Fangzhou Cheng et al.   IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS

Abrupt fault remaining useful life estimation using measurements from a reciprocating compressor valve failure

(2018) Panagiotis Loukopoulos et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

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

(2018) Biao Wang et al.   IEEE TRANSACTIONS ON RELIABILITY

Remaining useful life prediction of aircraft engine based on degradation pattern learning

(2017) Zeqi Zhao et al.   RELIABILITY ENGINEERING & SYSTEM SAFETY

Improved canonical correlation analysis-based fault detection methods for industrial processes

(2016) Zhiwen Chen et al.   JOURNAL OF PROCESS CONTROL

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

(2015) Naipeng Li et al.   IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS

Practical options for selecting data-driven or physics-based prognostics algorithms with reviews

(2015) Dawn An et al.   RELIABILITY ENGINEERING & SYSTEM SAFETY

Review of Hybrid Prognostics Approaches for Remaining Useful Life Prediction of Engineered Systems, and an Application to Battery Life Prediction

(2014) Linxia Liao et al.   IEEE TRANSACTIONS ON RELIABILITY

Remaining Useful Life Estimation Based on a Nonlinear Diffusion Degradation Process

(2012) Xiao-Sheng Si et al.   IEEE TRANSACTIONS ON RELIABILITY

IEEE Standards for Prognostics and Health Management

(2009) John Sheppard et al.   IEEE AEROSPACE AND ELECTRONIC SYSTEMS MAGAZINE