Hyperparameter Tuning of OC-SVM for Industrial Gas Turbine Anomaly Detection

Gas turbine failure diagnosis is performed in this work based on seven types of tag data consisting of a total of 7976 data. The data consist of about 7000 normal data and less than 500 abnormal data. While normal data are easy to extract, failure data are difficult to extract. So, this study mainly...

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Bibliographic Details
Main Authors: Hyun-Su Kang, Yun-Seok Choi, Jun-Sang Yu, Sung-Wook Jin, Jung-Min Lee, Youn-Jea Kim
Format: Article
Language:English
Published: MDPI AG 2022-11-01
Series:Energies
Subjects:
Online Access:https://www.mdpi.com/1996-1073/15/22/8757