LAPSE:2023.6795
Published Article
LAPSE:2023.6795
Short-Circuit Fault Diagnosis on Induction Motors through Electric Current Phasor Analysis and Fuzzy Logic
Josue A. Reyes-Malanche, Francisco J. Villalobos-Pina, Efraın Ramırez-Velasco, Eduardo Cabal-Yepez, Geovanni Hernandez-Gomez, Misael Lopez-Ramirez
February 24, 2023
Online monitoring of induction motors has increased significantly in recent years because these devices are essential components of any industrial process. Incipient fault detection in induction motors avoids interruptions in manufacturing processes and facilitates maintenance tasks to reduce induction motor timeout. Therefore, the proposal of novel approaches to assist in the detection and classification of induction motor faults is in order. In this work, a reliable and noninvasive novel technique that does not require computational demanding operations, since it just performs arithmetic calculations, is introduced for detecting and locating short-circuit faults in the stator windings of an induction motor. This method relies on phasor analysis and the RMS values of line currents, followed by a small set of simple if-then rules to perform the diagnosis and identification of stator winding faults. Obtained results from different experimental tests on a rewound induction motor stator to induce short-circuit faults demonstrate that the proposed approach is capable of identifying and locating incipient and advanced deficiencies in the windings’ insulation with high effectiveness.
Keywords
fuzzy logic, induction motor, phasor analysis, short-circuit fault
Suggested Citation
Reyes-Malanche JA, Villalobos-Pina FJ, Ramırez-Velasco E, Cabal-Yepez E, Hernandez-Gomez G, Lopez-Ramirez M. Short-Circuit Fault Diagnosis on Induction Motors through Electric Current Phasor Analysis and Fuzzy Logic. (2023). LAPSE:2023.6795
Author Affiliations
Reyes-Malanche JA: Departamento de Produccion y Seguridad Industrial, Universidad Tecnologica de Aguascalientes, Aguascalientes 20200, Mexico
Villalobos-Pina FJ: Departamento de Ingeniería Electrica Electronica, TecNm/Instituto Tecnologico de Aguascalientes, Aguascalientes 20256, Mexico
Ramırez-Velasco E: Departamento de Ingeniería Electrica Electronica, TecNm/Instituto Tecnologico de Aguascalientes, Aguascalientes 20256, Mexico
Cabal-Yepez E: Multidisciplinary Studies Department, Engineering Division, Campus Irapuato-Salamanca, University of Guanajuato, Guanajuato 38944, Mexico [ORCID]
Hernandez-Gomez G: Multidisciplinary Studies Department, Engineering Division, Campus Irapuato-Salamanca, University of Guanajuato, Guanajuato 38944, Mexico
Lopez-Ramirez M: Multidisciplinary Studies Department, Engineering Division, Campus Irapuato-Salamanca, University of Guanajuato, Guanajuato 38944, Mexico [ORCID]
Journal Name
Energies
Volume
16
Issue
1
First Page
516
Year
2023
Publication Date
2023-01-03
Published Version
ISSN
1996-1073
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Original Submission
Other Meta
PII: en16010516, Publication Type: Journal Article
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LAPSE:2023.6795
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doi:10.3390/en16010516
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Feb 24, 2023
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Feb 24, 2023
 
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