Towards automated, integrated and unsupervised diagnosis of rolling element bearings

A speed normalized autoencoder for rotating machinery fault detection under varying speed conditions

(2023) Meng Rao et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Bearing signal models and their effect on bearing diagnostics

(2022) P. Borghesani et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Automated Machine Health Monitoring at an Expert Level

(2021) Nadine Martin et al.   Acoustics Australia

A Critical Overview of the “Filterbank-Feature-Decision” Methodology in Machine Condition Monitoring

(2021) Jérôme Antoni   Acoustics Australia

A time series model-based method for gear tooth crack detection and severity assessment under random speed variation

(2021) Yuejian Chen et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Selection of the Informative Frequency Band in a Bearing Fault Diagnosis in the Presence of Non-Gaussian Noise—Comparison of Recently Developed Methods

(2020) Justyna Hebda-Sobkowicz et al.   Applied Sciences-Basel

Low-Cost, High-Frequency, Data Acquisition System for Condition Monitoring of Rotating Machinery through Vibration Analysis-Case Study

(2020) César Ricardo Soto-Ocampo et al.   SENSORS

NIC Methodology: A probabilistic methodology for improved informative frequency band identification by utilizing the available healthy historical data under time-varying operating conditions

(2020) Willem N. Niehaus et al.   JOURNAL OF SOUND AND VIBRATION

A Switching Hidden Semi-Markov Model for Degradation Process and Its Application to Time-Varying Tool Wear Monitoring

(2020) Tongshun Liu et al.   IEEE Transactions on Industrial Informatics

Self-running bearing diagnosis based on scalar indicator using fast order frequency spectral coherence

(2019) Souhayb Kass et al.   MEASUREMENT

Diagnosis and Prognosis of Degradation Process via Hidden Semi-Markov Model

(2018) Tongshun Liu et al.   IEEE-ASME TRANSACTIONS ON MECHATRONICS

Semi-automated diagnosis of bearing faults based on a hidden Markov model of the vibration signals

(2018) Ge Xin et al.   MEASUREMENT

Development of an Indicator for the Assessment of Damage Level in Rolling Element Bearings Based on Blind Deconvolution Methods

(2018) Marco Buzzoni et al.   SHOCK AND VIBRATION

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

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

CS2 analysis in presence of non-Gaussian background noise – Effect on traditional estimators and resilience of log-envelope indicators

(2017) P. Borghesani et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Phase editing as a signal pre-processing step for automated bearing fault detection

(2017) L. Barbini et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Vibration response mechanism of faulty outer race rolling element bearings for quantitative analysis

(2016) Lingli Cui et al.   JOURNAL OF SOUND AND VIBRATION

Detection and recovery of fault impulses via improved harmonic product spectrum and its application in defect size estimation of train bearings

(2016) Ming Zhao et al.   MEASUREMENT

Automatic characteristic frequency association and all-sideband demodulation for the detection of a bearing fault

(2016) Marcin Firla et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Quantitative fault analysis of roller bearings based on a novel matching pursuit method with a new step-impulse dictionary

(2016) Lingli Cui et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Rolling element bearing diagnostics using the Case Western Reserve University data: A benchmark study

(2015) Wade A. Smith et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

An integrated system for machine tool spindle head ball bearing fault detection and diagnosis

(2013) Inigo Bediaga et al.   IEEE INSTRUMENTATION & MEASUREMENT MAGAZINE

Quantitative diagnosis of a spall-like fault of a rolling element bearing by empirical mode decomposition and the approximate entropy method

(2013) ShuanFeng Zhao et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

The relationship between kurtosis- and envelope-based indexes for the diagnostic of rolling element bearings

(2013) P. Borghesani et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

An integrated framework for online diagnostic and prognostic health monitoring using a multistate deterioration process

(2013) Ramin Moghaddass et al.   RELIABILITY ENGINEERING & SYSTEM SAFETY

An automated procedure for detection and identification of ball bearing damage using multivariate statistics and pattern recognition

(2010) Irina Trendafilova   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Rolling element bearing diagnostics—A tutorial

(2010) Robert B. Randall et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Vibration response of spalled rolling element bearings: Observations, simulations and signal processing techniques to track the spall size

(2010) N. Sawalhi et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Hidden semi-Markov models

(2009) Shun-Zheng Yu   ARTIFICIAL INTELLIGENCE