Optimal Selection Of Renewable Energy Installation Site In Remote Areas Using Segmentation And Regional Technique: A Case Study Of Sarawak, Malaysia

Electricity access in many remote areas in Sarawak, Malaysia is very little due to some limitations including the complicated geographical factors and high costs. In fact, there are about 1623 locations in Sarawak without electricity, whereas 420 locations (small settlements) can be only electrified...

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Main Authors: Khamis, Aziah, Mohd Yosliza, Nur Amira Haziqah, Azmi, Aimie Nazmin, Khatib, Tamer T.N.
Format: Article
Language:English
Published: Elsevier Ltd 2020
Online Access:http://eprints.utem.edu.my/id/eprint/24848/2/1-S2.0-S2213138820312856-MAIN.PDF
http://eprints.utem.edu.my/id/eprint/24848/
https://www.sciencedirect.com/science/article/pii/S2213138820312856?via%3Dihub
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Institution: Universiti Teknikal Malaysia Melaka
Language: English
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spelling my.utem.eprints.248482021-03-01T16:18:07Z http://eprints.utem.edu.my/id/eprint/24848/ Optimal Selection Of Renewable Energy Installation Site In Remote Areas Using Segmentation And Regional Technique: A Case Study Of Sarawak, Malaysia Khamis, Aziah Mohd Yosliza, Nur Amira Haziqah Azmi, Aimie Nazmin Khatib, Tamer T.N. Electricity access in many remote areas in Sarawak, Malaysia is very little due to some limitations including the complicated geographical factors and high costs. In fact, there are about 1623 locations in Sarawak without electricity, whereas 420 locations (small settlements) can be only electrified using isolated renewable energy microgrid. However, it is impossible to install individual systems for each location. Thus, the optimal clustering of these locations and the selection of sites that are located in the centers of these clusters is necessary. Therefore, in this research, image segmentation and regional technique are used to analyze the map of remote electrification in Sarawak. The image segmentation which includes color thresholding, circular hough transform, and K-means technique is used in this research to identify the optimal installation site. HOMER software is then used to optimize the proposed renewable energy systems. Results show that nine locations out of 420 locations are optimum locations for the installation of renewable power systems. These nine locations are the centers of the obtained nine clusters of communities and small villages. Finally, it is found that most of the recommended combinations are hybrid renewable energy systems, where photovoltaic and hydropower systems combination is found the best hybrid system for the rural areas in Sarawak. Elsevier Ltd 2020-12 Article PeerReviewed text en http://eprints.utem.edu.my/id/eprint/24848/2/1-S2.0-S2213138820312856-MAIN.PDF Khamis, Aziah and Mohd Yosliza, Nur Amira Haziqah and Azmi, Aimie Nazmin and Khatib, Tamer T.N. (2020) Optimal Selection Of Renewable Energy Installation Site In Remote Areas Using Segmentation And Regional Technique: A Case Study Of Sarawak, Malaysia. Sustainable Energy Technologies and Assessments, 42. pp. 1-8. ISSN 2213-1388 https://www.sciencedirect.com/science/article/pii/S2213138820312856?via%3Dihub 10.1016/j.seta.2020.100858
institution Universiti Teknikal Malaysia Melaka
building UTEM Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Teknikal Malaysia Melaka
content_source UTEM Institutional Repository
url_provider http://eprints.utem.edu.my/
language English
description Electricity access in many remote areas in Sarawak, Malaysia is very little due to some limitations including the complicated geographical factors and high costs. In fact, there are about 1623 locations in Sarawak without electricity, whereas 420 locations (small settlements) can be only electrified using isolated renewable energy microgrid. However, it is impossible to install individual systems for each location. Thus, the optimal clustering of these locations and the selection of sites that are located in the centers of these clusters is necessary. Therefore, in this research, image segmentation and regional technique are used to analyze the map of remote electrification in Sarawak. The image segmentation which includes color thresholding, circular hough transform, and K-means technique is used in this research to identify the optimal installation site. HOMER software is then used to optimize the proposed renewable energy systems. Results show that nine locations out of 420 locations are optimum locations for the installation of renewable power systems. These nine locations are the centers of the obtained nine clusters of communities and small villages. Finally, it is found that most of the recommended combinations are hybrid renewable energy systems, where photovoltaic and hydropower systems combination is found the best hybrid system for the rural areas in Sarawak.
format Article
author Khamis, Aziah
Mohd Yosliza, Nur Amira Haziqah
Azmi, Aimie Nazmin
Khatib, Tamer T.N.
spellingShingle Khamis, Aziah
Mohd Yosliza, Nur Amira Haziqah
Azmi, Aimie Nazmin
Khatib, Tamer T.N.
Optimal Selection Of Renewable Energy Installation Site In Remote Areas Using Segmentation And Regional Technique: A Case Study Of Sarawak, Malaysia
author_facet Khamis, Aziah
Mohd Yosliza, Nur Amira Haziqah
Azmi, Aimie Nazmin
Khatib, Tamer T.N.
author_sort Khamis, Aziah
title Optimal Selection Of Renewable Energy Installation Site In Remote Areas Using Segmentation And Regional Technique: A Case Study Of Sarawak, Malaysia
title_short Optimal Selection Of Renewable Energy Installation Site In Remote Areas Using Segmentation And Regional Technique: A Case Study Of Sarawak, Malaysia
title_full Optimal Selection Of Renewable Energy Installation Site In Remote Areas Using Segmentation And Regional Technique: A Case Study Of Sarawak, Malaysia
title_fullStr Optimal Selection Of Renewable Energy Installation Site In Remote Areas Using Segmentation And Regional Technique: A Case Study Of Sarawak, Malaysia
title_full_unstemmed Optimal Selection Of Renewable Energy Installation Site In Remote Areas Using Segmentation And Regional Technique: A Case Study Of Sarawak, Malaysia
title_sort optimal selection of renewable energy installation site in remote areas using segmentation and regional technique: a case study of sarawak, malaysia
publisher Elsevier Ltd
publishDate 2020
url http://eprints.utem.edu.my/id/eprint/24848/2/1-S2.0-S2213138820312856-MAIN.PDF
http://eprints.utem.edu.my/id/eprint/24848/
https://www.sciencedirect.com/science/article/pii/S2213138820312856?via%3Dihub
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