A Novel Intelligent Method for Fault Diagnosis of Steam Turbines Based on T-SNE and XGBoost

A Novel Intelligent Method for Fault Diagnosis of Steam Turbines Based on T-SNE and XGBoost

Since failure of steam turbines occurs frequently and can causes huge losses for thermal plants, it is important to identify a fault in advance. A novel clustering fault diagnosis method for steam turbines based on t-distribution stochastic neighborhood embedding (t-SNE) and extreme gradient boostin...

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書目詳細資料
Main Authors: Zhiguo Liang, Lijun Zhang, Xizhe Wang
格式: Article
語言:English
出版: MDPI AG 2023-02-01
叢編:Algorithms
主題:
fault diagnosis
steam turbine
t-distribution stochastic neighborhood embedding (t-SNE)
extreme gradient boosting (XGBoost)
clustering
在線閱讀:https://www.mdpi.com/1999-4893/16/2/98

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https://www.mdpi.com/1999-4893/16/2/98

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