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A review of failure rate models for deterioration in rural microgrids: Evaluating model complexity and data extensiveness

Microgrids in rural areas is crucial for providing reliable and sustainable electricity to remote communities. The deterioration of these microgrids can result in power outages and decreased efficiency. A failure rate model is a tool used to predict and mitigate the risk of deterioration. This stud...

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Main Authors:	Tinton Dwi Atmaja, Tinton Dwi Atmaja, Mat Said, Dalila, Idrus, Sevia Mahdaliza, Ahmad Fudholi, Ahmad Fudholi, Habibuddin, Mohd. Hafiz, Ahmad Rajani, Ahmad Rajani
Format:	Article
Language:	English
Published:	Penerbit UTM Press 2023
Subjects:	TK Electrical engineering. Electronics Nuclear engineering
Online Access:	http://eprints.utm.my/108563/1/DalilaMatSaid2023_AReviewofFailureRateModelsforDeterioration.pdf http://eprints.utm.my/108563/ http://dx.doi.org/10.11113/elektrika.v22n1.435
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spelling	my.utm.1085632024-11-20T07:49:00Z http://eprints.utm.my/108563/ A review of failure rate models for deterioration in rural microgrids: Evaluating model complexity and data extensiveness Tinton Dwi Atmaja, Tinton Dwi Atmaja Mat Said, Dalila Idrus, Sevia Mahdaliza Ahmad Fudholi, Ahmad Fudholi Habibuddin, Mohd. Hafiz Ahmad Rajani, Ahmad Rajani TK Electrical engineering. Electronics Nuclear engineering Microgrids in rural areas is crucial for providing reliable and sustainable electricity to remote communities. The deterioration of these microgrids can result in power outages and decreased efficiency. A failure rate model is a tool used to predict and mitigate the risk of deterioration. This study aims to provide a comprehensive overview of various failure rate models for deterioration in rural microgrid systems, with a focus on evaluating the model complexity and data extensiveness. A total of fourteen failure rate models were analyzed based on their complexity and data requirements. Complexity was evaluated in four levels, ranging from simple to expert. Data extensiveness was evaluated in four levels, ranging from basic to expert. The results show that the complexity and extensiveness of the models vary significantly, with some models being more appropriate for certain types of microgrid systems than others. The study also highlights the importance of considering the complexity and extensiveness of a model when selecting it for a particular microgrid system. This study provides valuable insights for policymakers, microgrid engineers, and microgrid operators in selecting the most appropriate failure rate model for their rural microgrid systems. The findings emphasize the need to consider the complexity and extensiveness of the model to ensure its effectiveness and efficiency in predicting and mitigating the risk of deterioration. Penerbit UTM Press 2023 Article PeerReviewed application/pdf en http://eprints.utm.my/108563/1/DalilaMatSaid2023_AReviewofFailureRateModelsforDeterioration.pdf Tinton Dwi Atmaja, Tinton Dwi Atmaja and Mat Said, Dalila and Idrus, Sevia Mahdaliza and Ahmad Fudholi, Ahmad Fudholi and Habibuddin, Mohd. Hafiz and Ahmad Rajani, Ahmad Rajani (2023) A review of failure rate models for deterioration in rural microgrids: Evaluating model complexity and data extensiveness. ELEKTRIKA- Journal of Electrical Engineering, 22 (1). pp. 42-52. ISSN 0128-4428 http://dx.doi.org/10.11113/elektrika.v22n1.435 DOI : 10.11113/elektrika.v22n1.435
institution	Universiti Teknologi Malaysia
building	UTM Library
collection	Institutional Repository
continent	Asia
country	Malaysia
content_provider	Universiti Teknologi Malaysia
content_source	UTM Institutional Repository
url_provider	http://eprints.utm.my/
language	English
topic	TK Electrical engineering. Electronics Nuclear engineering
spellingShingle	TK Electrical engineering. Electronics Nuclear engineering Tinton Dwi Atmaja, Tinton Dwi Atmaja Mat Said, Dalila Idrus, Sevia Mahdaliza Ahmad Fudholi, Ahmad Fudholi Habibuddin, Mohd. Hafiz Ahmad Rajani, Ahmad Rajani A review of failure rate models for deterioration in rural microgrids: Evaluating model complexity and data extensiveness
description	Microgrids in rural areas is crucial for providing reliable and sustainable electricity to remote communities. The deterioration of these microgrids can result in power outages and decreased efficiency. A failure rate model is a tool used to predict and mitigate the risk of deterioration. This study aims to provide a comprehensive overview of various failure rate models for deterioration in rural microgrid systems, with a focus on evaluating the model complexity and data extensiveness. A total of fourteen failure rate models were analyzed based on their complexity and data requirements. Complexity was evaluated in four levels, ranging from simple to expert. Data extensiveness was evaluated in four levels, ranging from basic to expert. The results show that the complexity and extensiveness of the models vary significantly, with some models being more appropriate for certain types of microgrid systems than others. The study also highlights the importance of considering the complexity and extensiveness of a model when selecting it for a particular microgrid system. This study provides valuable insights for policymakers, microgrid engineers, and microgrid operators in selecting the most appropriate failure rate model for their rural microgrid systems. The findings emphasize the need to consider the complexity and extensiveness of the model to ensure its effectiveness and efficiency in predicting and mitigating the risk of deterioration.
format	Article
author	Tinton Dwi Atmaja, Tinton Dwi Atmaja Mat Said, Dalila Idrus, Sevia Mahdaliza Ahmad Fudholi, Ahmad Fudholi Habibuddin, Mohd. Hafiz Ahmad Rajani, Ahmad Rajani
author_facet	Tinton Dwi Atmaja, Tinton Dwi Atmaja Mat Said, Dalila Idrus, Sevia Mahdaliza Ahmad Fudholi, Ahmad Fudholi Habibuddin, Mohd. Hafiz Ahmad Rajani, Ahmad Rajani
author_sort	Tinton Dwi Atmaja, Tinton Dwi Atmaja
title	A review of failure rate models for deterioration in rural microgrids: Evaluating model complexity and data extensiveness
title_short	A review of failure rate models for deterioration in rural microgrids: Evaluating model complexity and data extensiveness
title_full	A review of failure rate models for deterioration in rural microgrids: Evaluating model complexity and data extensiveness
title_fullStr	A review of failure rate models for deterioration in rural microgrids: Evaluating model complexity and data extensiveness
title_full_unstemmed	A review of failure rate models for deterioration in rural microgrids: Evaluating model complexity and data extensiveness
title_sort	review of failure rate models for deterioration in rural microgrids: evaluating model complexity and data extensiveness
publisher	Penerbit UTM Press
publishDate	2023
url	http://eprints.utm.my/108563/1/DalilaMatSaid2023_AReviewofFailureRateModelsforDeterioration.pdf http://eprints.utm.my/108563/ http://dx.doi.org/10.11113/elektrika.v22n1.435
_version_	1817841616753262592
score	13.222552

A review of failure rate models for deterioration in rural microgrids: Evaluating model complexity and data extensiveness

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