Acoustic virtual sensors for industrial process monitoring using non-negative matrix factorization
Abstract In modern industrial environments, efficient and non-invasive monitoring of machinery operations is crucial for ensuring process optimization and early fault detection. Traditional physical sensors, while effective, can be costly and impractical to deploy extensively across complex systems....
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| Main Authors: | , , , , |
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| Format: | Article |
| Language: | English |
| Published: |
SpringerOpen
2025-08-01
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| Series: | EURASIP Journal on Audio, Speech, and Music Processing |
| Subjects: | |
| Online Access: | https://doi.org/10.1186/s13636-025-00417-2 |
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