Water Desalination Fault Detection Using Machine Learning Approaches: A Comparative Study

Water Desalination Fault Detection Using Machine Learning Approaches: A Comparative Study

The presence of faulty valves has been studied in the literature with various machine learning approaches. The impact of using fault data only to train the system could solve the class imbalance problem in the machine learning approach. The data sets used for fault detection contain many independent...

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Bibliographic Details
Main Authors: Morched Derbali, Seyed M. Buhari, Georgios Tsaramirsis, Milos Stojmenovic, H. Jerbi, M. N. Abdelkrim, Mohammad H. Al-Beirutty
Format: Article
Language:English
Published: IEEE 2017-01-01
Series:IEEE Access
Subjects:
Machine learning
stepwise regression
fault detection
water desalination
Online Access:https://ieeexplore.ieee.org/document/7953498/

Internet

https://ieeexplore.ieee.org/document/7953498/

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