Optimum design of a standalone photovoltaic system based on integration of iterative-PESA-II and AHP-VICKOR methods

Solar energy is considered one of the most important renewable energy resources, and can be used to power a stand-alone photovoltaic (SAPV) system for supplying electricity in a remote area. However, inconstancy and unpredictable amounts of solar radiation are considered major obstacles in designing...

Full description

Saved in:
Bibliographic Details
Main Authors: Ridha, Hussein Mohammed, Gomes, Chandima, Hizam, Hashim, Ahmadipour, Masoud, Muhsen, Dhiaa Halboot, Ethaib, Saleem
Format: Article
Language:English
Published: Multidisciplinary Digital Publishing Institute 2020
Online Access:http://psasir.upm.edu.my/id/eprint/87026/1/Optimum%20design%20of%20a%20standalone%20photovoltaic%20system%20based%20on%20integration.pdf
http://psasir.upm.edu.my/id/eprint/87026/
https://www.mdpi.com/2227-9717/8/3/367
Tags: Add Tag
No Tags, Be the first to tag this record!
id my.upm.eprints.87026
record_format eprints
spelling my.upm.eprints.870262022-01-11T03:03:02Z http://psasir.upm.edu.my/id/eprint/87026/ Optimum design of a standalone photovoltaic system based on integration of iterative-PESA-II and AHP-VICKOR methods Ridha, Hussein Mohammed Gomes, Chandima Hizam, Hashim Ahmadipour, Masoud Muhsen, Dhiaa Halboot Ethaib, Saleem Solar energy is considered one of the most important renewable energy resources, and can be used to power a stand-alone photovoltaic (SAPV) system for supplying electricity in a remote area. However, inconstancy and unpredictable amounts of solar radiation are considered major obstacles in designing SAPV systems. Therefore, an accurate sizing method is necessary to apply in order to find an optimal configuration and fulfil the required load demand. In this study, a novel hybrid sizing approach was developed on the basis of techno-economic objectives to optimally size the SAPV system. The proposed hybrid method consisted of an intuitive method to estimate initial numbers of PV modules and storage battery, an iterative approach to accurately generate a set of wide ranges of optimal configurations, and a Pareto envelope-based selection algorithm (PESA-II) to reduce large configuration by efficacy obtaining a set of Pareto front (PF) solutions. Subsequently, the optimal configurations were ranked by using an integrated analytic hierarchy process (AHP) and vlsekeriterijumskaoptimizacija i kompromisonoresenje (VIKOR). The techno-economic objectives were loss of load probability, life cycle cost, and levelized cost of energy. The performance analysis results demonstrated that the lead–acid battery was reliable and more cost-effective than the other types of storage battery. Multidisciplinary Digital Publishing Institute 2020-03-22 Article PeerReviewed text en http://psasir.upm.edu.my/id/eprint/87026/1/Optimum%20design%20of%20a%20standalone%20photovoltaic%20system%20based%20on%20integration.pdf Ridha, Hussein Mohammed and Gomes, Chandima and Hizam, Hashim and Ahmadipour, Masoud and Muhsen, Dhiaa Halboot and Ethaib, Saleem (2020) Optimum design of a standalone photovoltaic system based on integration of iterative-PESA-II and AHP-VICKOR methods. Processes, 8 (3). pp. 1-30. ISSN 2227-9717 https://www.mdpi.com/2227-9717/8/3/367 10.3390/pr8030367
institution Universiti Putra Malaysia
building UPM Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Putra Malaysia
content_source UPM Institutional Repository
url_provider http://psasir.upm.edu.my/
language English
description Solar energy is considered one of the most important renewable energy resources, and can be used to power a stand-alone photovoltaic (SAPV) system for supplying electricity in a remote area. However, inconstancy and unpredictable amounts of solar radiation are considered major obstacles in designing SAPV systems. Therefore, an accurate sizing method is necessary to apply in order to find an optimal configuration and fulfil the required load demand. In this study, a novel hybrid sizing approach was developed on the basis of techno-economic objectives to optimally size the SAPV system. The proposed hybrid method consisted of an intuitive method to estimate initial numbers of PV modules and storage battery, an iterative approach to accurately generate a set of wide ranges of optimal configurations, and a Pareto envelope-based selection algorithm (PESA-II) to reduce large configuration by efficacy obtaining a set of Pareto front (PF) solutions. Subsequently, the optimal configurations were ranked by using an integrated analytic hierarchy process (AHP) and vlsekeriterijumskaoptimizacija i kompromisonoresenje (VIKOR). The techno-economic objectives were loss of load probability, life cycle cost, and levelized cost of energy. The performance analysis results demonstrated that the lead–acid battery was reliable and more cost-effective than the other types of storage battery.
format Article
author Ridha, Hussein Mohammed
Gomes, Chandima
Hizam, Hashim
Ahmadipour, Masoud
Muhsen, Dhiaa Halboot
Ethaib, Saleem
spellingShingle Ridha, Hussein Mohammed
Gomes, Chandima
Hizam, Hashim
Ahmadipour, Masoud
Muhsen, Dhiaa Halboot
Ethaib, Saleem
Optimum design of a standalone photovoltaic system based on integration of iterative-PESA-II and AHP-VICKOR methods
author_facet Ridha, Hussein Mohammed
Gomes, Chandima
Hizam, Hashim
Ahmadipour, Masoud
Muhsen, Dhiaa Halboot
Ethaib, Saleem
author_sort Ridha, Hussein Mohammed
title Optimum design of a standalone photovoltaic system based on integration of iterative-PESA-II and AHP-VICKOR methods
title_short Optimum design of a standalone photovoltaic system based on integration of iterative-PESA-II and AHP-VICKOR methods
title_full Optimum design of a standalone photovoltaic system based on integration of iterative-PESA-II and AHP-VICKOR methods
title_fullStr Optimum design of a standalone photovoltaic system based on integration of iterative-PESA-II and AHP-VICKOR methods
title_full_unstemmed Optimum design of a standalone photovoltaic system based on integration of iterative-PESA-II and AHP-VICKOR methods
title_sort optimum design of a standalone photovoltaic system based on integration of iterative-pesa-ii and ahp-vickor methods
publisher Multidisciplinary Digital Publishing Institute
publishDate 2020
url http://psasir.upm.edu.my/id/eprint/87026/1/Optimum%20design%20of%20a%20standalone%20photovoltaic%20system%20based%20on%20integration.pdf
http://psasir.upm.edu.my/id/eprint/87026/
https://www.mdpi.com/2227-9717/8/3/367
_version_ 1724075488806174720
score 13.211869