Diagnostics of mechanical and electrical faults in induction motors using wavelet-based features of vibration and current through support vector machine algorithms for various operating conditions

Nested SVDD in DAG SVM for induction motor condition monitoring

(2018) Slaheddine Zgarni et al.   ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE

Multifault Diagnosis of Induction Motor at Intermediate Operating Conditions Using Wavelet Packet Transform and Support Vector Machine

(2018) Purushottam Gangsar et al.   JOURNAL OF DYNAMIC SYSTEMS MEASUREMENT AND CONTROL-TRANSACTIONS OF THE ASME

Improving one class support vector machine novelty detection scheme using nonlinear features

(2018) Mohammad Saleh Sadooghi et al.   PATTERN RECOGNITION

A Novel Fault Diagnosis Method Based on Integrating Empirical Wavelet Transform and Fuzzy Entropy for Motor Bearing

(2018) Wu Deng et al.   IEEE Access

Study on a Novel Fault Damage Degree Identification Method Using High-Order Differential Mathematical Morphology Gradient Spectrum Entropy

(2018) Huimin Zhao et al.   Entropy

A Novel Adaptive Signal Processing Method Based on Enhanced Empirical Wavelet Transform Technology

(2018) Huimin Zhao et al.   SENSORS

Comparative investigation of vibration and current monitoring for prediction of mechanical and electrical faults in induction motor based on multiclass-support vector machine algorithms

(2017) Purushottam Gangsar et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

A novel intelligent diagnosis method using optimal LS-SVM with improved PSO algorithm

(2017) Wu Deng et al.   SOFT COMPUTING

A New Feature Extraction Method Based on EEMD and Multi-Scale Fuzzy Entropy for Motor Bearing

(2016) Huimin Zhao et al.   Entropy

Diagnosis and classification of stator winding insulation faults on a three-phase induction motor using wavelet and MNN

(2016) N. Rama Devi et al.   IEEE TRANSACTIONS ON DIELECTRICS AND ELECTRICAL INSULATION

Detection of broken rotor bar faults in induction motor at low load using neural network

(2016) B. Bessam et al.   ISA TRANSACTIONS

A comprehensive evaluation of intelligent classifiers for fault identification in three-phase induction motors

(2015) Rodrigo H. Cunha Palácios et al.   ELECTRIC POWER SYSTEMS RESEARCH

Recursive Undecimated Wavelet Packet Transform and DAG SVM for Induction Motor Diagnosis

(2015) Hassen Keskes et al.   IEEE Transactions on Industrial Informatics

Trends in Fault Diagnosis for Electrical Machines: A Review of Diagnostic Techniques

(2014) Humberto Henao et al.   IEEE Industrial Electronics Magazine

Support vector machine based optimization of multi-fault classification of gears with evolutionary algorithms from time–frequency vibration data

(2014) D.J. Bordoloi et al.   MEASUREMENT

An improved CACO algorithm based on adaptive method and multi-variant strategies

(2014) Wu Deng et al.   SOFT COMPUTING

Investigation of Vibration Signatures for Multiple Fault Diagnosis in Variable Frequency Drives Using Complex Wavelets

(2013) Jeevanand Seshadrinath et al.   IEEE TRANSACTIONS ON POWER ELECTRONICS

Wavelet leaders multifractal features based fault diagnosis of rotating mechanism

(2013) Wenliao Du et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Wavelets for fault diagnosis of rotary machines: A review with applications

(2013) Ruqiang Yan et al.   SIGNAL PROCESSING

A novel two-stage hybrid swarm intelligence optimization algorithm and application

(2012) Wu Deng et al.   SOFT COMPUTING

Bearing fault detection of induction motor using wavelet and Support Vector Machines (SVMs)

(2011) P. Konar et al.   APPLIED SOFT COMPUTING

Fault diagnosis of ball bearings using continuous wavelet transform

(2010) P.K. Kankar et al.   APPLIED SOFT COMPUTING

SVM practical industrial application for mechanical faults diagnostic

(2010) Lane Maria Rabelo Baccarini et al.   EXPERT SYSTEMS WITH APPLICATIONS

Review of Methods for Real-Time Loss Minimization in Induction Machines

(2010) Ali M. Bazzi et al.   IEEE TRANSACTIONS ON INDUSTRY APPLICATIONS

Application of mother wavelet functions for automatic gear and bearing fault diagnosis

(2009) J. Rafiee et al.   EXPERT SYSTEMS WITH APPLICATIONS

Induction Machine Broken Bar and Stator Short-Circuit Fault Diagnostics Based on Three-Phase Stator Current Envelopes

(2008) A.M. da Silva et al.   IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS