Recognition of Acoustic Signals of Commutator Motors

Adaptive neuro-fuzzy inference system for deburring stage classification and prediction for indirect quality monitoring

(2018) Wahyu Caesarendra et al.   APPLIED SOFT COMPUTING

Crack Fault Classification for Planetary Gearbox Based on Feature Selection Technique and K-means Clustering Method

(2018) Li-Ming Wang et al.   Chinese Journal of Mechanical Engineering

Prognosis of Bearing Acoustic Emission Signals Using Supervised Machine Learning

(2018) Mohamed Elforjani et al.   IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS

A Signal-Based Fault Detection and Tolerance Control Method of Current Sensor for PMSM Drive

(2018) Chunya Wu et al.   IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS

Vibration-Based Intelligent Fault Diagnosis for Roller Bearings in Low-Speed Rotating Machinery

(2018) Liuyang Song et al.   IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT

Deep Learning for Infrared Thermal Image Based Machine Health Monitoring

(2018) Olivier Janssens et al.   IEEE-ASME TRANSACTIONS ON MECHATRONICS

Induction machine fault detection using smartphone recorded audible noise

(2018) Toomas Vaimann et al.   IET Science Measurement & Technology

A discrete hidden Markov model fault diagnosis strategy based on K-means clustering dedicated to PEM fuel cell systems of tramways

(2018) Jiawei Liu et al.   INTERNATIONAL JOURNAL OF HYDROGEN ENERGY

Automated feature learning for nonlinear process monitoring – An approach using stacked denoising autoencoder and k-nearest neighbor rule

(2018) Zehan Zhang et al.   JOURNAL OF PROCESS CONTROL

Adaptive fault feature extraction from wayside acoustic signals from train bearings

(2018) Dingcheng Zhang et al.   JOURNAL OF SOUND AND VIBRATION

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

(2018) Ge Xin et al.   MEASUREMENT

Misfire and valve clearance faults detection in the combustion engines based on a multi-sensor vibration signal monitoring

(2018) Kamal Jafarian et al.   MEASUREMENT

Detection of half broken rotor bar fault in VFD driven induction motor drive using motor square current MUSIC analysis

(2018) Gurmeet Singh et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

A neural network constructed by deep learning technique and its application to intelligent fault diagnosis of machines

(2018) Feng Jia et al.   NEUROCOMPUTING

Wavelet transforms and pattern recognition on ultrasonic guides waves for frozen surface state diagnosis

(2018) Carlos Quiterio Gómez Muñoz et al.   RENEWABLE ENERGY

A SVDD and K-Means Based Early Warning Method for Dual-Rotor Equipment under Time-Varying Operating Conditions

(2018) Zhinong Jiang et al.   SHOCK AND VIBRATION

Development of low-cost non-contact structural health monitoring system for rotating machinery

(2018) Vanraj et al.   Royal Society Open Science

Fault detection in roller bearing operating at low speed and varying loads using Bayesian robust new hidden Markov model

(2018) Henry Ogbemudia Omoregbee et al.   Journal of Mechanical Science and Technology

Vibration and Temperature Measurement Based Indicator of Journal Bearing Malfunction

(2018)   Tehnicki Vjesnik-Technical Gazette

Vibration-Based Bearing Fault Detection and Diagnosis via Image Recognition Technique Under Constant and Variable Speed Conditions

(2018) Moussa Hamadache et al.   Applied Sciences-Basel

Acoustic-Based Fault Diagnosis of Commutator Motor

(2018) Adam Glowacz   Electronics

Fault diagnosis of single-phase induction motor based on acoustic signals

(2018) Adam Glowacz   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Automated vibration-based fault size estimation for ball bearings using Savitzky–Golay differentiators

(2017) Mohamed AA Ismail et al.   JOURNAL OF VIBRATION AND CONTROL

Corrigendum to “A Diagnosis Method for Rotation Machinery Faults Based on Dimensionless Indexes Combined with K-Nearest Neighbor Algorithm”

(2017) Jianbin Xiong et al.   MATHEMATICAL PROBLEMS IN ENGINEERING

Improved LMD, Permutation Entropy and Optimized K-Means to Fault Diagnosis for Roller Bearings

(2016) Zongli Shi et al.   Entropy

K-nearest neighbors based methods for identification of different gear crack levels under different motor speeds and loads: Revisited

(2016) Dong Wang   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Bearing fault identification of three-phase induction motors bases on two current sensor strategy

(2016) Tiago Drummond Lopes et al.   SOFT COMPUTING

Recognition of armature current of DC generator depending on rotor speed using FFT, MSAF-1 and LDA

(2015) Adam Glowacz et al.   Eksploatacja i Niezawodnosc-Maintenance and Reliability

Application of Wavelet Packet Entropy Flow Manifold Learning in Bearing Factory Inspection Using the Ultrasonic Technique

(2014) Xiaoguang Chen et al.   SENSORS

A Comparison Study Between Acoustic Sensors for Bearing Fault Detection Under Different Speed and Load Using a Variety of Signal Processing Techniques

(2010) Aida Rezaei et al.   TRIBOLOGY TRANSACTIONS