Research on the fault diagnosis method of offshore oil and gas field equipment combined with deep reinforcement learning
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26 mar 2025
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Publicado en línea: 26 mar 2025
Recibido: 09 nov 2024
Aceptado: 07 feb 2025
DOI: https://doi.org/10.2478/amns-2025-0804
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© 2025 Dexi Zhao et al., published by Sciendo
This work is licensed under the Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International License.
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Different migration task descriptions
| Describe | Source domain | Target domain | Migration task |
|---|---|---|---|
| The single-transmitter migration task | Sensor 1 | Sensor 3 | 1→3 |
| Sensor 2 | Sensor 3 | 2→3 | |
| Sensor 1 | Sensor 2 | 1→2 | |
| Sensor 3 | Sensor 2 | 3→2 | |
| Sensor 2 | Sensor 1 | 2→1 | |
| Sensor 3 | Sensor 1 | 3→1 | |
| Multi-sensor migration task | Sensor 1+2 | Sensor 3 | 1+2→3 |
| Sensor 1+3 | Sensor 2 | 1+3→2 | |
| Sensor 2+3 | Sensor 1 | 2+3→1 |