Failure Prediction of Oil Wells by Support Vector Regression with Variable Selection, Hyperparameter Tuning and Uncertainty Analysis
In order to comply with safety requirements and due to the increasing demand on oil production, failure prediction of the related systems (e.g. oil wells) has become an important task. An analytical modelling of the reliability behaviour of these systems is often impractical and this justifies the u...
| Main Authors: | , , , , |
|---|---|
| Format: | Article |
| Language: | English |
| Published: |
AIDIC Servizi S.r.l.
2013-07-01
|
| Series: | Chemical Engineering Transactions |
| Online Access: | https://www.cetjournal.it/index.php/cet/article/view/6344 |