A thermograph image extraction based on color features for induction motor bearing fault diagnosis monitoring

QR Code

A thermograph image extraction based on color features for induction motor bearing fault diagnosis monitoring

In this study, an approach of extraction analysis for bearing fault diagnosis of rotating machinery based on thermogram investigation using color features is proposed in this paper. This research was proposed since condition monitoring and motor failures are g...

Full description

Bibliographic Details
Main Authors:	Norliana, Khamisan, Kamarul Hawari, Ghazali, Aufa Huda, Muhammad Zin
Format:	Article
Language:	English
Published:	Asian Research Publishing Network (ARPN) 2015
Subjects:	TK Electrical engineering. Electronics Nuclear engineering
Online Access:	http://umpir.ump.edu.my/id/eprint/30689/ http://umpir.ump.edu.my/id/eprint/30689/1/A%20THERMOGRAPH%20IMAGE%20EXTRACTION%20BASED%20ON%20COLOR%20FEATURES%20FOR%20INDUCTION%20MOTOR%20BEARING%20FAULT%20DIAGNOSIS%20MONITORING.pdf

Similar Items

Histogram-based of healthy and unhealthy bearing monitoring in Induction motor by using thermal camera
by: Norliana, Khamisan, et al.

Early detection monitoring image of bearing fault thermal image in induction motor
by: Ghazali, K. H., et al.

A New Thermographic NDT for Condition Monitoring of Electrical Components Using ANN with Confidence Level Analysis
by: A. S. N., Huda, et al.
Published: (2014)

Early Detection of Spots High Water Saturation for Landslide Prediction Using Thermal Imaging Analysis
by: Aufa, Zin, et al.
Published: (2016)

Thermal Detection of Water Saturation Spots For Landslide Prediction
by: Aufa, Zin, et al.
Published: (2015)

Performance evaluation of BPSO & PCA as feature reduction techniques for bearing fault diagnosis
by: Faysal, Atik, et al.
Published: (2021)

Performance Evaluation of BPSO & PCA as Feature Reduction Techniques for Bearing Fault Diagnosis
by: Faysal, Atik, et al.
Published: (2022)

Feature extraction of GNSS signals based on signal processing techniques for land deformation detection
by: Norliana, Khamisan, et al.
Published: (2021)

Wavelet decomposition for the detection and diagnosis of faults in rolling element bearings
by: Jalel, chebil
Published: (2009)

Training feedforward neural networks for fault diagnosis of ball bearing
by: Tuan Abdul Rahman, Tuan Ahmad Zahidi, et al.
Published: (2018)

Fault Detection And Diagnosis Of Induction Motors Using The Fuzzy Min-Max Neural Network And The Classification And Regression Tree
by: Seera, Manjeevan Singh
Published: (2012)

Noise eliminated ensemble empirical mode decomposition for bearing fault diagnosis
by: Atik, Faysal, et al.
Published: (2021)

On-site condition monitoring of PV modules assisted by aerial thermographic image analysis
by: -, -

Neural networks applied for fault diagnosis of AC motors
by: K.S., Rama Rao, et al.
Published: (2008)

Neural Networks based fault diagnosis of ac motors
by: K.S., Rama Rao, et al.
Published: (2008)

Thermographic Investigation of Osseous Stress Pathology
by: Khan, Masood Mehmood, et al.
Published: (2011)

Intelligent Structural Health Monitoring of Mechanical Infrastructure using Advanced Processing of Thermographic Images
by: Doshvarpassand, Siavash
Published: (2022)

An extended induction motor model for investigation of faulted machines and fault tolerant variable speed drives
by: Jasim, Omar
Published: (2010)

Denoising diffusion implicit model for bearing fault diagnosis under different working loads
by: Wong, Toong Yang, et al.
Published: (2024)

Modeling and simulation of stator and rotor faults of induction motor and their experimental comparison
by: Dwivedi, Sanjeet Kumar, et al.
Published: (2017)

Fault detection in three phase induction motor using artificial intelligence
by: Ahmad Farid, Abu Bakar
Published: (2009)

Simulation of electrical faults of three phase induction motor drive system
by: Muhammad Alif, Mohd Nor
Published: (2009)

Fault detection in three phase induction motor using artificial intelligence
by: Unida Izwani, Md Dun
Published: (2010)

Feature Extraction and Classification for Detecting the Thermal Faults in Electrical Installations
by: M. S., Jadin, et al.
Published: (2014)

A Semi-Automatic Approach for Thermographic Inspection of Electrical Installations Within Buildings
by: M. S., Jadin, et al.
Published: (2012)

Monitoring And Fault Diagnosis Of Electrical Installation Using Thermal Imaging
by: Tiong, King Hock
Published: (2018)

Wavelet based fault tolerant control of induction motor / Khalaf Salloum Gaeid
by: Gaeid, Khalaf Salloum
Published: (2012)

Frequency response analysis technique for induction motor short circuit faults detection
by: A. A., Alawady, et al.
Published: (2020)

Diagnosis of static eccentricity fault in line start permanent magnet synchronous motor
by: Karami, Mahdi, et al.
Published: (2014)

Diagnosis of stator inter-turn short circuit in DTC induction motor drives
by: Muhamad Farani, Mustafa
Published: (2009)

Fault detection and diagnosis with random forest feature extraction and variable importance methods
by: Aldrich, Chris, et al.
Published: (2010)

Phase to phase fault detection of 3-phase induction motor using FRA technique
by: A. A., Alawady, et al.
Published: (2020)

Machine condition monitoring and fault diagnosis using spectral analysis techniques
by: Salami, Momoh Jimoh Eyiomika, et al.
Published: (2001)

Machine condition monitoring and fault diagnosis using spectral analysis techniques
by: Salami, Momoh Jimoh Emiyoka, et al.
Published: (2011)

Fault detection and diagnosis for DC motor in robot movement system using neural network
by: Che Soh, Azura, et al.
Published: (2009)

Fourier analysis of motor current for diagnosis of broken bars in squirrel-cage induction machines
by: Mehrjou, Mohammad Rezazadeh, et al.
Published: (2010)

On-Line Fault Diagnostics Of Three Phase Squirrel Cage Induction Motor Based On Motor Current Signature Analysis Method
by: Hammadi, Khaleel J.
Published: (2012)

Detection of indoor air pollution on wet or moist walls using thermal image processing technique
by: Norliana, Khamisan, et al.
Published: (2015)

Blade fault diagnosis using empirical mode decomposition based feature extraction method
by: Tan, C. Y., et al.
Published: (2019)

On-board health monitoring of power modules in inverters driving induction motors
by: Aliyu, Attahir Murtala
Published: (2017)