NDLI: Wavelet ANN based stator internal faults protection scheme for 3-phase induction motor

Content Provider	IEEE Xplore Digital Library
Author	Rama Devi, N. Gafoor, S.A. Ramana Rao, P.V.
Copyright Year	2010
Description	Author affiliation: Electrical and Electronics Engg., Bapatla Engineering College, India (Rama Devi, N.; Gafoor, S.A.) \|\| Electrical Engg., National Institute of Technology, Warangal, India (Ramana Rao, P.V.)
Abstract	This paper proposes a protection scheme based on Wavelet Multi Resolution Analysis and Artificial neural network which detects and classifies various possible stator winding fault of a three-phase induction motor such as inter turn faults, line to ground faults and line to line faults. The wavelet decomposition of three-phase stator currents is carried out with Bior5.5. The maximum value of absolute peak d1 coefficients of three-phase currents is defined as fault index which is compared with a predefined threshold to detect the fault. The normalized peak d1 coefficients of these currents are fed to a Feedforward neural network to classify various faults. The algorithm has been tested for various incidence angles and proved to be simple, reliable and effective in detecting and classifying the various stator winding faults.
Starting Page	1457
Ending Page	1461
File Size	332645
Page Count	5
File Format	PDF
ISBN	9781424450459
e-ISBN	9781424450466
DOI	10.1109/ICIEA.2010.5514824
Language	English
Publisher	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Publisher Date	2010-06-15
Publisher Place	Taiwan
Access Restriction	Subscribed
Rights Holder	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subject Keyword	Protection Induction motors Multiresolution analysis Artificial neural networks Fault detection Wavelet analysis Stator windings Wavelet transforms Educational institutions Testing Artificial neural network Stator internal faults Multi Resolution Analysis 3-phase induction motor
Content Type	Text
Resource Type	Article

Sl.	Authority	Responsibilities	Communication Details
1	Ministry of Education (GoI), Department of Higher Education	Sanctioning Authority	https://www.education.gov.in/ict-initiatives
2	Indian Institute of Technology Kharagpur	Host Institute of the Project: The host institute of the project is responsible for providing infrastructure support and hosting the project	https://www.iitkgp.ac.in
3	National Digital Library of India Office, Indian Institute of Technology Kharagpur	The administrative and infrastructural headquarters of the project	Dr. B. Sutradhar bsutra@ndl.gov.in
4	Project PI / Joint PI	Principal Investigator and Joint Principal Investigators of the project	Dr. B. Sutradhar bsutra@ndl.gov.in Prof. Saswat Chakrabarti will be added soon
5	Website/Portal (Helpdesk)	Queries regarding NDLI and its services	support@ndl.gov.in
6	Contents and Copyright Issues	Queries related to content curation and copyright issues	content@ndl.gov.in
7	National Digital Library of India Club (NDLI Club)	Queries related to NDLI Club formation, support, user awareness program, seminar/symposium, collaboration, social media, promotion, and outreach	clubsupport@ndl.gov.in
8	Digital Preservation Centre (DPC)	Assistance with digitizing and archiving copyright-free printed books	dpc@ndl.gov.in
9	IDR Setup or Support	Queries related to establishment and support of Institutional Digital Repository (IDR) and IDR workshops	idr@ndl.gov.in

Wavelet — ANN based fault diagnosis in three phase induction motor

Diagnosis of multi-phase turn faults of induction motor stator windings

Induction motor stator inter-turn fault detection using wavelet transform technique

Discrete wavelet transform for stator fault detection in induction motors

Induction motor stator fault diagnosis technique using Park vector approach and complex wavelets

Stator inter turns fault detection using discrete wavelet transform

A fault diagnosis method of motor based on wavelet transform

Analysis of inter-turn short circuit fault in 2.5HP 3-phase induction motor

Neural network classifier for faults detection in induction motors

Wavelet ANN based stator internal faults protection scheme for 3-phase induction motor

Similar Documents

Wavelet — ANN based fault diagnosis in three phase induction motor

Diagnosis of multi-phase turn faults of induction motor stator windings

Induction motor stator inter-turn fault detection using wavelet transform technique

Discrete wavelet transform for stator fault detection in induction motors

Induction motor stator fault diagnosis technique using Park vector approach and complex wavelets

Stator inter turns fault detection using discrete wavelet transform

A fault diagnosis method of motor based on wavelet transform

Analysis of inter-turn short circuit fault in 2.5HP 3-phase induction motor

Neural network classifier for faults detection in induction motors

Wavelet ANN based stator internal faults protection scheme for 3-phase induction motor