Remaining useful life prediction of induction motors using nonlinear degradation of health index

A new data-driven transferable remaining useful life prediction approach for bearing under different working conditions

(2020) Jun Zhu et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

A new method for the estimation of bearing health state and remaining useful life based on the moving average cross-correlation of power spectral density

(2020) Lang Xu et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

A two-stage method based on extreme learning machine for predicting the remaining useful life of rolling-element bearings

(2020) Zuozhou Pan et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Comparison of Computational Prognostic Methods for Complex Systems Under Dynamic Regimes: A Review of Perspectives

(2019) Oguz Bektas et al.   ARCHIVES OF COMPUTATIONAL METHODS IN ENGINEERING

Remaining useful life prediction of machinery under time-varying operating conditions based on a two-factor state-space model

(2019) Naipeng Li et al.   RELIABILITY ENGINEERING & SYSTEM SAFETY

Remaining useful life estimation using a bidirectional recurrent neural network based autoencoder scheme

(2019) Wennian Yu et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Deep separable convolutional network for remaining useful life prediction of machinery

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

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

A Wiener Process Model-based Method for Remaining Useful Life Prediction Considering Unit-to-Unit Variability

(2018) Naipeng Li et al.   IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS

Lifetime Estimation of Discrete IGBT Devices Based on Gaussian Process

(2018) Syed Huzaif Ali et al.   IEEE TRANSACTIONS ON INDUSTRY APPLICATIONS

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

Remaining useful life prediction of degrading systems subjected to imperfect maintenance: Application to draught fans

(2018) Zhao-Qiang Wang et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Ensemble of optimized echo state networks for remaining useful life prediction

(2018) Marco Rigamonti et al.   NEUROCOMPUTING

Remaining useful life estimation in prognostics using deep convolution neural networks

(2018) Xiang Li et al.   RELIABILITY ENGINEERING & SYSTEM SAFETY

Reliable multiple combined fault diagnosis of bearings using heterogeneous feature models and multiclass support vector Machines

(2018) M.M. Manjurul Islam et al.   RELIABILITY ENGINEERING & SYSTEM SAFETY

An integrated imputation-prediction scheme for prognostics of battery data with missing observations

(2018) Roozbeh Razavi-Far et al.   EXPERT SYSTEMS WITH APPLICATIONS

Physics-based prognostics of lithium-ion battery using non-linear least squares with dynamic bounds

(2018) Austin Downey et al.   RELIABILITY ENGINEERING & SYSTEM SAFETY

Signal Model-Based Fault Coding for Diagnostics and Prognostics of Analog Electronic Circuits

(2017) Zhenbao Liu et al.   IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS

Direct Remaining Useful Life Estimation Based on Support Vector Regression

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

Model-Based Diagnosis and RUL Estimation of Induction Machines Under Interturn Fault

(2017) Viethung Nguyen et al.   IEEE TRANSACTIONS ON INDUSTRY APPLICATIONS

Online Condition Monitoring of Power MOSFET Gate Oxide Degradation Based on Miller Platform Voltage

(2017) Xuerong Ye et al.   IEEE TRANSACTIONS ON POWER ELECTRONICS

Bayesian Degradation Analysis With Inverse Gaussian Process Models Under Time-Varying Degradation Rates

(2017) Weiwen Peng et al.   IEEE TRANSACTIONS ON RELIABILITY

An integrated Gaussian process regression for prediction of remaining useful life of slow speed bearings based on acoustic emission

(2017) S.A. Aye et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Learning to Monitor Machine Health with Convolutional Bi-Directional LSTM Networks

(2017) Rui Zhao et al.   SENSORS

Multimodal Degradation Prognostics Based on Switching Kalman Filter Ensemble

(2017) Pin Lim et al.   IEEE Transactions on Neural Networks and Learning Systems

Nonlinear Performance Degradation Prediction of Proton Exchange Membrane Fuel Cells Using Relevance Vector Machine

(2016) Yiming Wu et al.   IEEE TRANSACTIONS ON ENERGY CONVERSION

Health Index-Based Prognostics for Remaining Useful Life Predictions in Electrical Machines

(2016) Feng Yang et al.   IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS

An Online-Applicable Model for Predicting Health Degradation of PEM Fuel Cells With Root Cause Analysis

(2016) Taejin Kim et al.   IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS

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

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

A novel multistage Support Vector Machine based approach for Li ion battery remaining useful life estimation

(2015) Meru A. Patil et al.   APPLIED ENERGY

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

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

Data-Based Techniques Focused on Modern Industry: An Overview

(2015) Shen Yin 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

Remaining Useful Life Prediction of Rolling Bearings Using an Enhanced Particle Filter

(2015) Yuning Qian et al.   IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT

Emphasizing Minority Class in LDA for Feature Subset Selection on High-Dimensional Small-Sized Problems

(2015) Feng Yang et al.   IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

Prognostics and Health Management: A Review on Data Driven Approaches

(2015) Kwok L. Tsui et al.   MATHEMATICAL PROBLEMS IN ENGINEERING

A Health Indicator Extraction and Optimization Framework for Lithium-Ion Battery Degradation Modeling and Prognostics

(2015) Datong Liu et al.   IEEE Transactions on Systems Man Cybernetics-Systems

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

A Data-Level Fusion Model for Developing Composite Health Indices for Degradation Modeling and Prognostic Analysis

(2013) Kaibo Liu et al.   IEEE Transactions on Automation Science and Engineering

Remaining Useful Life Estimation in Rolling Bearings Utilizing Data-Driven Probabilistic E-Support Vectors Regression

(2013) Theodoros H. Loutas et al.   IEEE TRANSACTIONS ON RELIABILITY

Remaining Useful Life Estimation of Critical Components With Application to Bearings

(2012) Kamal Medjaher et al.   IEEE TRANSACTIONS ON RELIABILITY

A Kalman Filter-Based Ensemble Approach With Application to Turbine Creep Prognostics

(2012) P. Baraldi 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

A Wiener-process-based degradation model with a recursive filter algorithm for remaining useful life estimation

(2012) Xiao-Sheng Si et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Ensemble of data-driven prognostic algorithms for robust prediction of remaining useful life

(2012) Chao Hu et al.   RELIABILITY ENGINEERING & SYSTEM SAFETY

Model-Based Prognostics With Concurrent Damage Progression Processes

(2012) Matthew J. Daigle et al.   IEEE Transactions on Systems Man Cybernetics-Systems

Robust Feature Selection for Microarray Data Based on Multicriterion Fusion

(2010) Feng Yang et al.   IEEE-ACM Transactions on Computational Biology and Bioinformatics

A model for residual life prediction based on Brownian motion with an adaptive drift

(2010) Wenbin Wang et al.   MICROELECTRONICS RELIABILITY

Prognostics Methods for Battery Health Monitoring Using a Bayesian Framework

(2008) B. Saha et al.   IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT