Machine Learning Algorithms for Failure Prediction Model and Operational Reliability of Onshore Gas Transmission Pipelines

Machine Learning Algorithms for Failure Prediction Model and Operational Reliability of Onshore Gas Transmission Pipelines

A transmission pipeline is the safest and most effective way of transporting large volumes of natural gas over long distances. However, if not maintained efficiently, failures of gas transmission pipelines can occur and cause catastrophic events. Therefore, an accurate prediction of pipe failure...

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Bibliographic Details
Main Authors: Andy Noorsaman, Dea Amrializzia, Habiburrahman Zulfikri, Reviana Revitasari, Arsene Isambert
Format: Article
Language:English
Published: Universitas Indonesia 2023-05-01
Series:International Journal of Technology
Subjects:
binary logistic regression
failure prediction
machine learning
random forest
transmission pipeline
Online Access:https://ijtech.eng.ui.ac.id/article/view/6287

Internet

https://ijtech.eng.ui.ac.id/article/view/6287

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