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Keywords: reconstruction error
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Proceedings Papers

Paper presented at the Offshore Technology Conference, May 2–5, 2022
Paper Number: OTC-31828-MS
... reconstruction error. Autoencoder will be trained using only normal sounds so that when anomalous sounds pass through, the reconstruction error will be relatively large compared to the normal sounds. Figure 3 shows the proposed workflow. Abstract Using AI-Based sound wave analysis of drilling equipment...
Proceedings Papers

Paper presented at the Offshore Technology Conference, May 4–7, 2020
Paper Number: OTC-30468-MS
... reconstructs stable data well and struggles with unstable data. The reconstruction error is used to distinguish a normal event from an anomalous event because it increases prior to an event and reduces as the system returns to stability. During the historical time period, the ESP experienced 5 major trips...

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