A Corrosion Maintenance Model Using Continuous State Partially Observable Markov Decision Process for Oil and Gas Pipelines

A Corrosion Maintenance Model Using Continuous State Partially Observable Markov Decision Process for Oil and Gas Pipelines

This paper proposes a continuous state partially observable Markov decision process (POMDP) model for the corrosion maintenance of oil and gas pipelines. The maintenance operations include complex and extensive activities to detect the corrosion type, determine its severity, predict the deterioratio...

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Bibliographic Details
Main Authors: Ezra Wari, Weihang Zhu, Gino Lim
Format: Article
Language:English
Published: MDPI AG 2023-07-01
Series:Algorithms
Subjects:
maintenance
oil and gas pipeline
partially observable Markov decision process
Online Access:https://www.mdpi.com/1999-4893/16/7/345

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