Research on fault diagnosis method of ventilation network based on machine learning

Research on fault diagnosis method of ventilation network based on machine learning

The machine learning algorithm predicts unknown data by learning known data. Most of the existing fault diagnosis methods of ventilation system focus on a machine learning algorithm, which can not guarantee the selected algorithm to be optimal. In order to solve this problem, eight machine learning...

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Bibliographic Details
Main Authors: ZHANG Lang, ZHANG Yinghui, ZHANG Yibin, LI Zuo
Format: Article
Language:zho
Published: Editorial Department of Industry and Mine Automation 2022-03-01
Series:Gong-kuang zidonghua
Subjects:
mine ventilation
fault diagnosis
machine learning
support vector machine
random forest
neural network
cross-validation
grid search
Online Access:http://www.gkzdh.cn/article/doi/10.13272/j.issn.1671-251x.2021120093

Internet

http://www.gkzdh.cn/article/doi/10.13272/j.issn.1671-251x.2021120093

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