A Fault Isolation Method via Classification and Regression Tree-Based Variable Ranking for Drum-Type Steam Boiler in Thermal Power Plant

A Fault Isolation Method via Classification and Regression Tree-Based Variable Ranking for Drum-Type Steam Boiler in Thermal Power Plant

Accurate detection and isolation of possible faults are indispensable for operating complex industrial processes more safely, effectively, and economically. In this paper, we propose a fault isolation method for steam boilers in thermal power plants via classification and regression tree (CART)-base...

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Bibliographic Details
Main Authors: Jungwon Yu, Jaeyel Jang, Jaeyeong Yoo, June Ho Park, Sungshin Kim
Format: Article
Language:English
Published: MDPI AG 2018-05-01
Series:Energies
Subjects:
drum-type steam boiler
fault isolation
classification and regression tree
variable ranking
smearing effect
Online Access:http://www.mdpi.com/1996-1073/11/5/1142

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http://www.mdpi.com/1996-1073/11/5/1142

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