An adaptive prediction approach for rolling bearing remaining useful life based on multistage model with three-source variability

Fault Prognosis of HVAC Air Handling Unit and Its Components Using Hidden-semi Markov Model and Statistical Process Control

(2021) Ying Yan et al.   ENERGY AND BUILDINGS

Selection of efficient degradation features for rolling element bearing prognosis using Gaussian Process Regression method

(2020) Prem Shankar Kumar et al.   ISA TRANSACTIONS

Data-Driven Method for Predicting Remaining Useful Life of Bearing Based on Bayesian Theory

(2020) Tianhong Gao et al.   SENSORS

Remaining Useful Life Model and Assessment of Mechanical Products: A Brief Review and a Note on the State Space Model Method

(2019) Yawei Hu et al.   Chinese Journal of Mechanical Engineering

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 Data-Driven Approach for Bearing Fault Prognostics

(2019) Xiaohang Jin et al.   IEEE TRANSACTIONS ON INDUSTRY APPLICATIONS

An improved Wiener process model with adaptive drift and diffusion for online remaining useful life prediction

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

Hybrid approach for remaining useful life prediction of ball bearings

(2019) Fu‐Kwun Wang et al.   QUALITY AND RELIABILITY ENGINEERING INTERNATIONAL

Selective health indicator for bearings ensemble remaining useful life prediction with genetic algorithm and Weibull proportional hazards model

(2019) Guangqi Qiu et al.   MEASUREMENT

Controlling the accuracy and uncertainty trade-off in RUL prediction with a surrogate Wiener propagation model

(2019) Yingjun Deng et al.   RELIABILITY ENGINEERING & SYSTEM SAFETY

Research on Remaining Useful Life Prediction of Rolling Element Bearings Based on Time-Varying Kalman Filter

(2019) Lingli Cui et al.   IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT

Real-Time Remaining Useful Life Prediction for a Nonlinear Degrading System in Service: Application to Bearing Data

(2018) Zhao-Qiang Wang et al.   IEEE-ASME TRANSACTIONS ON MECHATRONICS

Machinery health prognostics: A systematic review from data acquisition to RUL prediction

(2018) Yaguo Lei et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

A reliable technique for remaining useful life estimation of rolling element bearings using dynamic regression models

(2018) Wasim Ahmad et al.   RELIABILITY ENGINEERING & SYSTEM SAFETY

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

Remaining Useful Life Estimation for Rolling Bearing With SIOS-Based Indicator and Particle Filtering

(2018) Mingquan Qiu et al.   IEEE Access

A novel Switching Unscented Kalman Filter method for remaining useful life prediction of rolling bearing

(2018) Lingli Cui et al.   MEASUREMENT

Statistical Modeling of Bearing Degradation Signals

(2017) Dong Wang et al.   IEEE TRANSACTIONS ON RELIABILITY

An algorithm for the simulation of faulted bearings in non-stationary conditions

(2017) Gianluca D’Elia et al.   MECCANICA

A Two-Stage Data-Driven-Based Prognostic Approach for Bearing Degradation Problem

(2016) Yu Wang et al.   IEEE Transactions on Industrial Informatics

Anomaly Detection and Fault Prognosis for Bearings

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

A New Method Based on Stochastic Process Models for Machine Remaining Useful Life Prediction

(2016) Yaguo Lei et al.   IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT

An Adaptive Prognostic Approach via Nonlinear Degradation Modeling: Application to Battery Data

(2015) Xiao-Sheng Si   IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS

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

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

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

(2015) Zhiwei Gao et al.   IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS

Estimating Remaining Useful Life With Three-Source Variability in Degradation Modeling

(2014) Xiao-Sheng Si 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