Novel sparse representation degradation modeling for locating informative frequency bands for Machine performance degradation assessment

Detectivity: A combination of Hjorth’s parameters for condition monitoring of ball bearings

(2021) Marco Cocconcelli et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

The sum of weighted normalized square envelope: A unified framework for kurtosis, negative entropy, Gini index and smoothness index for machine health monitoring

(2020) Dong Wang et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

A Novel Health Indicator Based on Information Theory Features for Assessing Rotating Machinery Performance Degradation

(2020) Akhand Rai et al.   IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT

Frequency energy shift method for bearing fault prognosis using microphone sensor

(2020) Jaewoong Park et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

A generalized remaining useful life prediction method for complex systems based on composite health indicator

(2020) Pengfei Wen et al.   RELIABILITY ENGINEERING & SYSTEM SAFETY

Physics-Based Convolutional Neural Network for Fault Diagnosis of Rolling Element Bearings

(2019) Mohammadkazem Sadoughi et al.   IEEE SENSORS JOURNAL

Remaining useful life prediction based on health index similarity

(2019) Yingchao Liu et al.   RELIABILITY ENGINEERING & SYSTEM SAFETY

A New Family of Model-Based Impulsive Wavelets and Their Sparse Representation for Rolling Bearing Fault Diagnosis

(2018) Yi Qin   IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS

Integration of Data-Level Fusion Model and Kernel Methods for Degradation Modeling and Prognostic Analysis

(2018) Changyue Song et al.   IEEE TRANSACTIONS ON RELIABILITY

A data-level fusion approach for degradation modeling and prognostic analysis under multiple failure modes

(2018) Abdallah Chehade et al.   JOURNAL OF QUALITY TECHNOLOGY

Gear fault diagnosis based on the structured sparsity time-frequency analysis

(2018) Ruobin Sun et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

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

Prognostics and Health Management: A Review of Vibration Based Bearing and Gear Health Indicators

(2018) Dong Wang et al.   IEEE Access

A statistical methodology for the design of condition indicators

(2018) Jérôme Antoni et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Weak Crack Detection for Gearbox Using Sparse Denoising and Decomposition Method

(2018) Qing Li et al.   IEEE SENSORS JOURNAL

Learning Collaborative Sparsity Structure via Nonconvex Optimization for Feature Recognition

(2017) Zhaohui Du et al.   IEEE Transactions on Industrial Informatics

Sparse Regularization via Convex Analysis

(2017) Ivan Selesnick   IEEE TRANSACTIONS ON SIGNAL PROCESSING

Atomic decomposition and sparse representation for complex signal analysis in machinery fault diagnosis: A review with examples

(2017) Zhipeng Feng et al.   MEASUREMENT

Improvement of kurtosis-guided-grams via Gini index for bearing fault feature identification

(2017) Yonghao Miao et al.   MEASUREMENT SCIENCE and TECHNOLOGY

Remaining useful life prediction of rolling element bearings using degradation feature based on amplitude decrease at specific frequencies

(2017) Dawn An et al.   STRUCTURAL HEALTH MONITORING-AN INTERNATIONAL JOURNAL

A new SKRgram based demodulation technique for planet bearing fault detection

(2016) Tianyang Wang et al.   JOURNAL OF SOUND AND VIBRATION

Complex signal analysis for planetary gearbox fault diagnosis via shift invariant dictionary learning

(2016) Zhipeng Feng et al.   MEASUREMENT

Kurtosis based weighted sparse model with convex optimization technique for bearing fault diagnosis

(2016) Han Zhang et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Sparsity-based algorithm for detecting faults in rotating machines

(2016) Wangpeng He et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Enabling Health Monitoring Approach Based on Vibration Data for Accurate Prognostics

(2015) Kamran Javed et al.   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 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

Discovering Prognostic Features Using Genetic Programming in Remaining Useful Life Prediction

(2013) Linxia Liao   IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS

Tacholess Envelope Order Analysis and Its Application to Fault Detection of Rolling Element Bearings with Varying Speeds

(2013) Ming Zhao et al.   SENSORS

Hilbert transform in vibration analysis

(2011) Michael Feldman   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Normalized Iterative Hard Thresholding: Guaranteed Stability and Performance

(2010) T. Blumensath et al.   IEEE Journal of Selected Topics in Signal Processing

A novel method for the optimal band selection for vibration signal demodulation and comparison with the Kurtogram

(2010) Tomasz Barszcz et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Enhancing Sparsity by Reweighted ℓ 1 Minimization

(2008) Emmanuel J. Candès et al.   JOURNAL OF FOURIER ANALYSIS AND APPLICATIONS