KNOWLEDGE ENGINEERING APPROACH FOR POWER TRANSFORMER ASSET MANAGEMENT

KNOWLEDGE ENGINEERING APPROACH FOR POWER TRANSFORMER ASSET MANAGEMENT

The main objective of the utility company is to maximize the utilization of its existing assets during their life cycle meeting both engineering and financial requirements. However, the knowledge available in the utility is unstructured and often in tacit form. This paper presents a knowledge based...

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Main Authors: SACHIN S. BHANDARI, NOPASIT CHAKPITAK, KOMSAK MEKSAMOOT, TIRAPOT CHANDARASUPSANG
Format: Article
Language:English
Published: Taylor's University 2012-02-01
Series:Journal of Engineering Science and Technology
Subjects:
CommonKADS
Knowledge engineering
Asset management
Power transformer
Online Access:http://jestec.taylors.edu.my/Vol%207%20Issue%201%20February%2012/Vol_7_1_073_088_SACHIN%20S.%20BHANDARI.pdf
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spelling doaj-e55096db781c4404a55417b08e6f92d52020-11-24T23:39:52ZengTaylor's UniversityJournal of Engineering Science and Technology1823-46902012-02-01717388KNOWLEDGE ENGINEERING APPROACH FOR POWER TRANSFORMER ASSET MANAGEMENTSACHIN S. BHANDARINOPASIT CHAKPITAKKOMSAK MEKSAMOOTTIRAPOT CHANDARASUPSANGThe main objective of the utility company is to maximize the utilization of its existing assets during their life cycle meeting both engineering and financial requirements. However, the knowledge available in the utility is unstructured and often in tacit form. This paper presents a knowledge based system for the utility companies in order to make an optimal decision on power transformer with their utilization. CommonKADS methodology, a structured development for know-ledge and expertise representation, is utilized for designing and developing knowledge based system. A case study of One MVA power transformer of Nepal Electricity Authority is presented. The results show that the reusable knowledge can be categorized, modelled and utilized within the utility company using the proposed methodologies. Moreover, the results depict that utility company can achieve both engineering and financial benefits from its utilization.http://jestec.taylors.edu.my/Vol%207%20Issue%201%20February%2012/Vol_7_1_073_088_SACHIN%20S.%20BHANDARI.pdfCommonKADSKnowledge engineeringAsset managementPower transformer
collection DOAJ
language English
format Article
sources DOAJ
author SACHIN S. BHANDARI
NOPASIT CHAKPITAK
KOMSAK MEKSAMOOT
TIRAPOT CHANDARASUPSANG
spellingShingle SACHIN S. BHANDARI
NOPASIT CHAKPITAK
KOMSAK MEKSAMOOT
TIRAPOT CHANDARASUPSANG
KNOWLEDGE ENGINEERING APPROACH FOR POWER TRANSFORMER ASSET MANAGEMENT
Journal of Engineering Science and Technology
CommonKADS
Knowledge engineering
Asset management
Power transformer
author_facet SACHIN S. BHANDARI
NOPASIT CHAKPITAK
KOMSAK MEKSAMOOT
TIRAPOT CHANDARASUPSANG
author_sort SACHIN S. BHANDARI
title KNOWLEDGE ENGINEERING APPROACH FOR POWER TRANSFORMER ASSET MANAGEMENT
title_short KNOWLEDGE ENGINEERING APPROACH FOR POWER TRANSFORMER ASSET MANAGEMENT
title_full KNOWLEDGE ENGINEERING APPROACH FOR POWER TRANSFORMER ASSET MANAGEMENT
title_fullStr KNOWLEDGE ENGINEERING APPROACH FOR POWER TRANSFORMER ASSET MANAGEMENT
title_full_unstemmed KNOWLEDGE ENGINEERING APPROACH FOR POWER TRANSFORMER ASSET MANAGEMENT
title_sort knowledge engineering approach for power transformer asset management
publisher Taylor's University
series Journal of Engineering Science and Technology
issn 1823-4690
publishDate 2012-02-01
description The main objective of the utility company is to maximize the utilization of its existing assets during their life cycle meeting both engineering and financial requirements. However, the knowledge available in the utility is unstructured and often in tacit form. This paper presents a knowledge based system for the utility companies in order to make an optimal decision on power transformer with their utilization. CommonKADS methodology, a structured development for know-ledge and expertise representation, is utilized for designing and developing knowledge based system. A case study of One MVA power transformer of Nepal Electricity Authority is presented. The results show that the reusable knowledge can be categorized, modelled and utilized within the utility company using the proposed methodologies. Moreover, the results depict that utility company can achieve both engineering and financial benefits from its utilization.
topic CommonKADS
Knowledge engineering
Asset management
Power transformer
url http://jestec.taylors.edu.my/Vol%207%20Issue%201%20February%2012/Vol_7_1_073_088_SACHIN%20S.%20BHANDARI.pdf
work_keys_str_mv AT sachinsbhandari knowledgeengineeringapproachforpowertransformerassetmanagement
AT nopasitchakpitak knowledgeengineeringapproachforpowertransformerassetmanagement
AT komsakmeksamoot knowledgeengineeringapproachforpowertransformerassetmanagement
AT tirapotchandarasupsang knowledgeengineeringapproachforpowertransformerassetmanagement
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