Identification and classification of water absorption profile of distributed optical fiber vibration signal based on XGBoost algorithm
Article Highlights The paper presents a machine learning study using fiber-optic sensing data to evaluate the water absorption profile for oilfield water-injection purpose. The correlation model of distributed optical fiber vibration signal and water absorption profile type is obtained by XGBoost al...
| Main Authors: | , , , , , |
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| Format: | Article |
| Language: | English |
| Published: |
Springer
2022-10-01
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| Series: | SN Applied Sciences |
| Subjects: | |
| Online Access: | https://doi.org/10.1007/s42452-022-05172-z |