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Cost-effective energy management systems strategy in optimization of photovoltaic for grid-connected system

Renewable Energy Source (RES) based Distributed Generation (DG) like Photovoltaic (PV) is widely integrated into the distribution network, particularly for residential. With proper planning, the installation of optimal PV in the network is capable of minimizing the dependency on the power grid gener...

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Main Authors: Shamsuddin, Noor Ilham, Md. Rasid, Madihah, Anuar, Mohd. Shafiq
Format: Article
Language:English
Published: Penerbit UTM Press 2023
Subjects:
TK Electrical engineering. Electronics Nuclear engineering
Online Access:http://eprints.utm.my/105046/1/MadihahMdRasid2023_CostEffectiveEnergyManagementSystems.pdf
http://eprints.utm.my/105046/
http://dx.doi.org/10.11113/jurnalteknologi.v85.17688
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spelling my.utm.1050462024-04-02T06:39:40Z http://eprints.utm.my/105046/ Cost-effective energy management systems strategy in optimization of photovoltaic for grid-connected system Shamsuddin, Noor Ilham Md. Rasid, Madihah Anuar, Mohd. Shafiq TK Electrical engineering. Electronics Nuclear engineering Renewable Energy Source (RES) based Distributed Generation (DG) like Photovoltaic (PV) is widely integrated into the distribution network, particularly for residential. With proper planning, the installation of optimal PV in the network is capable of minimizing the dependency on the power grid generation. However, the optimum use of solar energy has been limited by the weather and the load variation. At the particular time, the generated PV output is not fully utilized during the minimum load. The excessive generation of PV power occurs and causes an increase in the cost of electricity consumption. Therefore, the purpose of this paper is to optimize the PV size for the grid-connected system considering the Battery Energy Storage System (BESS) and the proper Energy Management System (EMS) Strategy in order to reduce the grid power consumption. BESS is introduced to store the excess PV power generated during peak hours, while the cost-effective EMS strategy is proposed to ensure the RES is fully employed. The number of PV panels is optimized using Particle Swarm Optimization (PSO) technique. The implementation of PSO in optimising PV size can reduce the number of PV panels by 21% compared to the conventional method. Penerbit UTM Press 2023-01 Article PeerReviewed application/pdf en http://eprints.utm.my/105046/1/MadihahMdRasid2023_CostEffectiveEnergyManagementSystems.pdf Shamsuddin, Noor Ilham and Md. Rasid, Madihah and Anuar, Mohd. Shafiq (2023) Cost-effective energy management systems strategy in optimization of photovoltaic for grid-connected system. Jurnal Teknologi, 85 (1). pp. 115-124. ISSN 0127-9696 http://dx.doi.org/10.11113/jurnalteknologi.v85.17688 DOI:10.11113/jurnalteknologi.v85.17688
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
Shamsuddin, Noor Ilham
Md. Rasid, Madihah
Anuar, Mohd. Shafiq
Cost-effective energy management systems strategy in optimization of photovoltaic for grid-connected system
description Renewable Energy Source (RES) based Distributed Generation (DG) like Photovoltaic (PV) is widely integrated into the distribution network, particularly for residential. With proper planning, the installation of optimal PV in the network is capable of minimizing the dependency on the power grid generation. However, the optimum use of solar energy has been limited by the weather and the load variation. At the particular time, the generated PV output is not fully utilized during the minimum load. The excessive generation of PV power occurs and causes an increase in the cost of electricity consumption. Therefore, the purpose of this paper is to optimize the PV size for the grid-connected system considering the Battery Energy Storage System (BESS) and the proper Energy Management System (EMS) Strategy in order to reduce the grid power consumption. BESS is introduced to store the excess PV power generated during peak hours, while the cost-effective EMS strategy is proposed to ensure the RES is fully employed. The number of PV panels is optimized using Particle Swarm Optimization (PSO) technique. The implementation of PSO in optimising PV size can reduce the number of PV panels by 21% compared to the conventional method.
format Article
author Shamsuddin, Noor Ilham
Md. Rasid, Madihah
Anuar, Mohd. Shafiq
author_facet Shamsuddin, Noor Ilham
Md. Rasid, Madihah
Anuar, Mohd. Shafiq
author_sort Shamsuddin, Noor Ilham
title Cost-effective energy management systems strategy in optimization of photovoltaic for grid-connected system
title_short Cost-effective energy management systems strategy in optimization of photovoltaic for grid-connected system
title_full Cost-effective energy management systems strategy in optimization of photovoltaic for grid-connected system
title_fullStr Cost-effective energy management systems strategy in optimization of photovoltaic for grid-connected system
title_full_unstemmed Cost-effective energy management systems strategy in optimization of photovoltaic for grid-connected system
title_sort cost-effective energy management systems strategy in optimization of photovoltaic for grid-connected system
publisher Penerbit UTM Press
publishDate 2023
url http://eprints.utm.my/105046/1/MadihahMdRasid2023_CostEffectiveEnergyManagementSystems.pdf
http://eprints.utm.my/105046/
http://dx.doi.org/10.11113/jurnalteknologi.v85.17688
_version_ 1797905926396575744
score 13.211869

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