Remaining Useful Life Prediction of Bearing with Vibration Signals Based on a Novel Indicator

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

(2017) Liang Guo et al.   NEUROCOMPUTING

Online residual useful life prediction of large-size slewing bearings—A data fusion method

(2017) Yang Feng et al.   Journal of Central South University

Predicting rock mass deformation modulus by artificial intelligence approach based on dilatometer tests

(2016) Mostafa Asadizadeh et al.   Arabian Journal of Geosciences

Degradation trend estimation of slewing bearing based on LSSVM model

(2016) Chao Lu et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Investigations on the effect of oil quality on gearboxes using neural network predictors

(2015) Menderes Kalkat   INDUSTRIAL LUBRICATION AND TRIBOLOGY

Weak fault signature extraction of rotating machinery using flexible analytic wavelet transform

(2015) ChunLin Zhang et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Health monitoring of cooling fan bearings based on wavelet filter

(2015) Wei He et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Accurate bearing remaining useful life prediction based on Weibull distribution and artificial neural network

(2015) Jaouher Ben Ali et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Degradation Feature Selection for Remaining Useful Life Prediction of Rolling Element Bearings

(2015) Bin Zhang et al.   QUALITY AND RELIABILITY ENGINEERING INTERNATIONAL

A Multiple-Kernel Relevance Vector Machine with Nonlinear Decreasing Inertia Weight PSO for State Prediction of Bearing

(2015) Sheng-wei Fei et al.   SHOCK AND VIBRATION

Bearing Degradation Process Prediction Based on the Support Vector Machine and Markov Model

(2014) Shaojiang Dong et al.   SHOCK AND VIBRATION

Remaining useful life estimation based on nonlinear feature reduction and support vector regression

(2013) T. Benkedjouh et al.   ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE

Prognostics and health management design for rotary machinery systems—Reviews, methodology and applications

(2013) Jay Lee et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Residual fatigue life prediction of ball bearings based on Paris law and RMS

(2012) Dong Xu et al.   Chinese Journal of Mechanical Engineering

Physics of failure-based degradation modeling and lifetime prediction of the momentum wheel in a dynamic covariate environment

(2012) Guang Jin et al.   ENGINEERING FAILURE ANALYSIS

Comparison of three artificial neural network approaches for estimating of slake durability index

(2012) Yuksel Tasdemir et al.   Environmental Earth Sciences

A degradation path-dependent approach for remaining useful life estimation with an exact and closed-form solution

(2012) Xiao-Sheng Si et al.   EUROPEAN JOURNAL OF OPERATIONAL RESEARCH

Fault diagnosis and prognosis using wavelet packet decomposition, Fourier transform and artificial neural network

(2012) Zhenyou Zhang et al.   JOURNAL OF INTELLIGENT MANUFACTURING

Multi-steps degradation process prediction for bearing based on improved back propagation neural network

(2012) Lin Mi et al.   PROCEEDINGS OF THE INSTITUTION OF MECHANICAL ENGINEERS PART C-JOURNAL OF MECHANICAL ENGINEERING SCIENCE

Identification of bearing faults using time domain zero-crossings

(2011) P.E. William et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Predicting remaining useful life of rotating machinery based artificial neural network

(2010) Abd Kadir Mahamad et al.   COMPUTERS & MATHEMATICS WITH APPLICATIONS

Application of relevance vector machine and survival probability to machine degradation assessment

(2010) Achmad Widodo et al.   EXPERT SYSTEMS WITH APPLICATIONS

Combination of probability approach and support vector machine towards machine health prognostics

(2010) Wahyu Caesarendra et al.   PROBABILISTIC ENGINEERING MECHANICS

A hybrid of nonlinear autoregressive model with exogenous input and autoregressive moving average model for long-term machine state forecasting

(2009) Hong Thom Pham et al.   EXPERT SYSTEMS WITH APPLICATIONS

An artificial neural network method for remaining useful life prediction of equipment subject to condition monitoring

(2009) Zhigang Tian   JOURNAL OF INTELLIGENT MANUFACTURING

A novel method for machine performance degradation assessment based on fixed cycle features test

(2009) Linxia Liao et al.   JOURNAL OF SOUND AND VIBRATION

Bearing performance degradation assessment based on lifting wavelet packet decomposition and fuzzy c-means

(2009) Yuna Pan et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Estimation and forecasting of machine health condition using ARMA/GARCH model

(2009) Hong Thom Pham et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

A neural network approach for remaining useful life prediction utilizing both failure and suspension histories

(2009) Zhigang Tian et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Probabilistic fatigue life prediction using an equivalent initial flaw size distribution

(2008) Y LIU et al.   INTERNATIONAL JOURNAL OF FATIGUE

Robust bearing performance degradation assessment method based on improved wavelet packet–support vector data description

(2008) Yuna Pan et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Rotating machinery prognostics: State of the art, challenges and opportunities

(2008) Aiwina Heng et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING