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Fouling predictive model for maintenance scheduling strategy of crude preheat train in heat exchanger

The target of this research is to explore the fouling conduct in the heat exchanger by utilizing the chronicled plant information. The plant information is created by utilizing Aspen Hysys for 2 days before the fouling happened with the goal that the information examined is precise and solid. Next,...

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Main Author: Mohammad Fariz Farhan Mohd Jaafar
Format: text::Final Year Project
Language:English US
Published: 2023
Subjects:
Petroleum
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spelling my.uniten.dspace-286612023-11-19T02:07:43Z Fouling predictive model for maintenance scheduling strategy of crude preheat train in heat exchanger Mohammad Fariz Farhan Mohd Jaafar Petroleum The target of this research is to explore the fouling conduct in the heat exchanger by utilizing the chronicled plant information. The plant information is created by utilizing Aspen Hysys for 2 days before the fouling happened with the goal that the information examined is precise and solid. Next, the other target is to show a prescient fouling technique that can earlier foresee the rate of the fouling in warm exchanger for the arranging of maintenance scheduling strategy. The ability of the fouling predictive model and maintenance scheduling results with advisory aide been broke down likewise be one of the goals. The information gathered is isolated into two sections which are fouled condition and clean condition. Fouled condition implies the information gathered from heat exchanger encounters fouling conduct while the cleaned condition implies the information gathered from the heat exchanger in ordinary condition. At that point, every datum of the conditions is separated into training, validation and testing subsets as the contribution for neural network. 2023-11-17T07:44:16Z 2023-11-17T07:44:16Z 2018 Resource Types::text::Final Year Project https://irepository.uniten.edu.my/handle/123456789/28661 en_US application/pdf
institution Universiti Tenaga Nasional
building UNITEN Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Tenaga Nasional
content_source UNITEN Institutional Repository
url_provider http://dspace.uniten.edu.my/
language English US
topic Petroleum
spellingShingle Petroleum
Mohammad Fariz Farhan Mohd Jaafar
Fouling predictive model for maintenance scheduling strategy of crude preheat train in heat exchanger
description The target of this research is to explore the fouling conduct in the heat exchanger by utilizing the chronicled plant information. The plant information is created by utilizing Aspen Hysys for 2 days before the fouling happened with the goal that the information examined is precise and solid. Next, the other target is to show a prescient fouling technique that can earlier foresee the rate of the fouling in warm exchanger for the arranging of maintenance scheduling strategy. The ability of the fouling predictive model and maintenance scheduling results with advisory aide been broke down likewise be one of the goals. The information gathered is isolated into two sections which are fouled condition and clean condition. Fouled condition implies the information gathered from heat exchanger encounters fouling conduct while the cleaned condition implies the information gathered from the heat exchanger in ordinary condition. At that point, every datum of the conditions is separated into training, validation and testing subsets as the contribution for neural network.
format Resource Types::text::Final Year Project
author Mohammad Fariz Farhan Mohd Jaafar
author_facet Mohammad Fariz Farhan Mohd Jaafar
author_sort Mohammad Fariz Farhan Mohd Jaafar
title Fouling predictive model for maintenance scheduling strategy of crude preheat train in heat exchanger
title_short Fouling predictive model for maintenance scheduling strategy of crude preheat train in heat exchanger
title_full Fouling predictive model for maintenance scheduling strategy of crude preheat train in heat exchanger
title_fullStr Fouling predictive model for maintenance scheduling strategy of crude preheat train in heat exchanger
title_full_unstemmed Fouling predictive model for maintenance scheduling strategy of crude preheat train in heat exchanger
title_sort fouling predictive model for maintenance scheduling strategy of crude preheat train in heat exchanger
publishDate 2023
_version_ 1806427480397971456
score 13.222552

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