Fault diagnosis in electric motors using multi-mode time series and ensemble transformers network
Abstract Induction motors are essential in industrial production, and their fault diagnosis is vital for ensuring continuous and efficient equipment operation. Minimizing downtime losses and optimizing maintenance costs are key to maintaining smooth production and enhancing economic efficiency. This...
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| Main Authors: | , , , |
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| Format: | Article |
| Language: | English |
| Published: |
Nature Portfolio
2025-03-01
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| Series: | Scientific Reports |
| Subjects: | |
| Online Access: | https://doi.org/10.1038/s41598-025-89695-6 |
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