Research on Fault Diagnosis of HVAC Systems Based on the ReliefF-RFECV-SVM Combined Model

Research on Fault Diagnosis of HVAC Systems Based on the ReliefF-RFECV-SVM Combined Model

A fault diagnosis method of heating, ventilation, and air conditioning (HVAC) systems based on the ReliefF-recursive feature elimination based on cross validation-support vector machine (ReliefF-RFECV-SVM) combined model is proposed to enhance the diagnosis accuracy and efficiency. The method initia...

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Bibliographic Details
Main Authors: Lei Nie, Rouhui Wu, Yizhu Ren, Mengying Tan
Format: Article
Language:English
Published: MDPI AG 2023-06-01
Series:Actuators
Subjects:
HVAC system
chiller
fault diagnosis
feature selection
neural networks
simulation
Online Access:https://www.mdpi.com/2076-0825/12/6/242

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