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- Title
Application of Genetic Algorithm for Inter-Turn Short Circuit Detection in Stator Winding of Induction Motor.
- Authors
Tomczyk, Marcin; Mielnik, Ryszard; Plichta, Anna; Gołdasz, Iwona; Sułowicz, Maciej
- Abstract
This paper presents a new method of inter-turn short-circuit detection in cage induction motors. The method is based on experimental data recorded during load changes. Measured signals were analyzed using a genetic algorithm. This algorithm was next used in the diagnostics procedure. The correctness of fault detection was verified during experimental tests for various configurations of inter-turn short-circuits. The tests were run for several relevant diagnostic signals that contain symptoms of faults in an examined cage induction motor. The proposed algorithm of inter-turn short-circuit detection for various levels of winding damage and for various loads of the examined motor allows one to state the usefulness of this diagnostic method in normal industry conditions of motor exploitation.
- Subjects
SHORT circuits; GENETIC algorithms; STATORS; WIND damage; INDUCTION machinery; INDUCTION motors; DATA recorders &; recording
- Publication
Energies (19961073), 2021, Vol 14, Issue 24, p8523
- ISSN
1996-1073
- Publication type
Article
- DOI
10.3390/en14248523