Optimum distribution system expansion planning incorporating DG based on N-1 criterion for sustainable system
Demand for continuous and reliable power supply has significantly increased, especially in this Industrial Revolution 4.0 era. In this regard, adequate planning of electrical power systems considering persistent load growth, increased integration of distributed generators (DGs), optimal system opera...
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my.um.eprints.340172022-06-27T05:15:26Z http://eprints.um.edu.my/34017/ Optimum distribution system expansion planning incorporating DG based on N-1 criterion for sustainable system Mubarak, Hamza Mansor, Nurulafiqah Nadzirah Mokhlis, Hazlie Mohamad, Mahazani Mohamad, Hasmaini Muhammad, Munir Azam Al Samman, Mohammad Afzal, Suhail GE Environmental Sciences GF Human ecology. Anthropogeography Demand for continuous and reliable power supply has significantly increased, especially in this Industrial Revolution 4.0 era. In this regard, adequate planning of electrical power systems considering persistent load growth, increased integration of distributed generators (DGs), optimal system operation during N-1 contingencies, and compliance to the existing system constraints are paramount. However, these issues need to be parallelly addressed for optimum distribution system planning. Consequently, the planning optimization problem would become more complex due to the various technical and operational constraints as well as the enormous search space. To address these considerations, this paper proposes a strategy to obtain one optimal solution for the distribution system expansion planning by considering N-1 system contingencies for all branches and DG optimal sizing and placement as well as fluctuations in the load profiles. In this work, a hybrid firefly algorithm and particle swarm optimization (FA-PSO) was proposed to determine the optimal solution for the expansion planning problem. The validity of the proposed method was tested on IEEE 33- and 69-bus systems. The results show that incorporating DGs with optimal sizing and location minimizes the investment and power loss cost for the 33-bus system by 42.18% and 14.63%, respectively, and for the 69-system by 31.53% and 12%, respectively. In addition, comparative studies were done with a different model from the literature to verify the robustness of the proposed method. MDPI 2021-06 Article PeerReviewed Mubarak, Hamza and Mansor, Nurulafiqah Nadzirah and Mokhlis, Hazlie and Mohamad, Mahazani and Mohamad, Hasmaini and Muhammad, Munir Azam and Al Samman, Mohammad and Afzal, Suhail (2021) Optimum distribution system expansion planning incorporating DG based on N-1 criterion for sustainable system. Sustainability, 13 (12). ISSN 2071-1050, DOI https://doi.org/10.3390/su13126708 <https://doi.org/10.3390/su13126708>. 10.3390/su13126708 |
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GE Environmental Sciences GF Human ecology. Anthropogeography Mubarak, Hamza Mansor, Nurulafiqah Nadzirah Mokhlis, Hazlie Mohamad, Mahazani Mohamad, Hasmaini Muhammad, Munir Azam Al Samman, Mohammad Afzal, Suhail Optimum distribution system expansion planning incorporating DG based on N-1 criterion for sustainable system |
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Demand for continuous and reliable power supply has significantly increased, especially in this Industrial Revolution 4.0 era. In this regard, adequate planning of electrical power systems considering persistent load growth, increased integration of distributed generators (DGs), optimal system operation during N-1 contingencies, and compliance to the existing system constraints are paramount. However, these issues need to be parallelly addressed for optimum distribution system planning. Consequently, the planning optimization problem would become more complex due to the various technical and operational constraints as well as the enormous search space. To address these considerations, this paper proposes a strategy to obtain one optimal solution for the distribution system expansion planning by considering N-1 system contingencies for all branches and DG optimal sizing and placement as well as fluctuations in the load profiles. In this work, a hybrid firefly algorithm and particle swarm optimization (FA-PSO) was proposed to determine the optimal solution for the expansion planning problem. The validity of the proposed method was tested on IEEE 33- and 69-bus systems. The results show that incorporating DGs with optimal sizing and location minimizes the investment and power loss cost for the 33-bus system by 42.18% and 14.63%, respectively, and for the 69-system by 31.53% and 12%, respectively. In addition, comparative studies were done with a different model from the literature to verify the robustness of the proposed method. |
format |
Article |
author |
Mubarak, Hamza Mansor, Nurulafiqah Nadzirah Mokhlis, Hazlie Mohamad, Mahazani Mohamad, Hasmaini Muhammad, Munir Azam Al Samman, Mohammad Afzal, Suhail |
author_facet |
Mubarak, Hamza Mansor, Nurulafiqah Nadzirah Mokhlis, Hazlie Mohamad, Mahazani Mohamad, Hasmaini Muhammad, Munir Azam Al Samman, Mohammad Afzal, Suhail |
author_sort |
Mubarak, Hamza |
title |
Optimum distribution system expansion planning incorporating DG based on N-1 criterion for sustainable system |
title_short |
Optimum distribution system expansion planning incorporating DG based on N-1 criterion for sustainable system |
title_full |
Optimum distribution system expansion planning incorporating DG based on N-1 criterion for sustainable system |
title_fullStr |
Optimum distribution system expansion planning incorporating DG based on N-1 criterion for sustainable system |
title_full_unstemmed |
Optimum distribution system expansion planning incorporating DG based on N-1 criterion for sustainable system |
title_sort |
optimum distribution system expansion planning incorporating dg based on n-1 criterion for sustainable system |
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MDPI |
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2021 |
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http://eprints.um.edu.my/34017/ |
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1738510701602799616 |
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13.211869 |