Hybrid algorithm for fault detection in three-phase motors using Principal Component Analysis
This research proposes developing an innovative algorithm for fault detection in three-phase motors using Principal Component Analysis (PCA) and PLECS-Matlab co-simulation. The method is based on the enforced training of the algorithm using normalized historical data of all observed or estimated mot...
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| Main Authors: | Cesar Orellana, Leony Ortiz, Alexander Aguila, Marcelo Garcia, Milton Ruiz |
|---|---|
| Format: | Article |
| Language: | English |
| Published: |
Elsevier
2025-03-01
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| Series: | e-Prime: Advances in Electrical Engineering, Electronics and Energy |
| Subjects: | |
| Online Access: | http://www.sciencedirect.com/science/article/pii/S2772671125000233 |
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