Application of Sunflower Optimization Algorithm for Solving the Security Constrained Optimal Power Flow Problem
Finding the Optimal Power Flow (OPF) which minimizes total generator cost is the answer to one of the most important problems in the electricity market operation. Independent System Operators (ISO) face many challenges while operating the system in order to obtain economic benefits and security. The...
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D. G. Pylarinos
2020-06-01
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doaj-fcd9008f7a5c487b9075341a142de09b2020-12-02T17:56:17ZengD. G. PylarinosEngineering, Technology & Applied Science Research2241-44871792-80362020-06-01103Application of Sunflower Optimization Algorithm for Solving the Security Constrained Optimal Power Flow ProblemT. L. Duong0T. T. Nguyen1Faculty of Electrical Engineering Technology, Industrial University of Ho Chi Minh City, VietnamFaculty of Electrical Engineering Technology, Industrial University of Ho Chi Minh City, VietnamFinding the Optimal Power Flow (OPF) which minimizes total generator cost is the answer to one of the most important problems in the electricity market operation. Independent System Operators (ISO) face many challenges while operating the system in order to obtain economic benefits and security. The solution to this problem is known as Security Constrained Optimal Power Flow (SCOPF). SCOPF is a very large-scale and nonlinear optimization problem with many complex constraints. This paper proposes the Sunflower Optimization (SFO) algorithm for solving the SCOPF problem. The proposed method is tested on the IEEE 30-bus and the IEEE 118-bus systems for both normal and outage cases. The result comparison with other known methods showed that the proposed SFO algorithm is an effective method for solving the SCOPF problem in the electricity market. https://www.etasr.com/index.php/ETASR/article/view/3511SFOSCOPFOPFISOelectricity market |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
T. L. Duong T. T. Nguyen |
spellingShingle |
T. L. Duong T. T. Nguyen Application of Sunflower Optimization Algorithm for Solving the Security Constrained Optimal Power Flow Problem Engineering, Technology & Applied Science Research SFO SCOPF OPF ISO electricity market |
author_facet |
T. L. Duong T. T. Nguyen |
author_sort |
T. L. Duong |
title |
Application of Sunflower Optimization Algorithm for Solving the Security Constrained Optimal Power Flow Problem |
title_short |
Application of Sunflower Optimization Algorithm for Solving the Security Constrained Optimal Power Flow Problem |
title_full |
Application of Sunflower Optimization Algorithm for Solving the Security Constrained Optimal Power Flow Problem |
title_fullStr |
Application of Sunflower Optimization Algorithm for Solving the Security Constrained Optimal Power Flow Problem |
title_full_unstemmed |
Application of Sunflower Optimization Algorithm for Solving the Security Constrained Optimal Power Flow Problem |
title_sort |
application of sunflower optimization algorithm for solving the security constrained optimal power flow problem |
publisher |
D. G. Pylarinos |
series |
Engineering, Technology & Applied Science Research |
issn |
2241-4487 1792-8036 |
publishDate |
2020-06-01 |
description |
Finding the Optimal Power Flow (OPF) which minimizes total generator cost is the answer to one of the most important problems in the electricity market operation. Independent System Operators (ISO) face many challenges while operating the system in order to obtain economic benefits and security. The solution to this problem is known as Security Constrained Optimal Power Flow (SCOPF). SCOPF is a very large-scale and nonlinear optimization problem with many complex constraints. This paper proposes the Sunflower Optimization (SFO) algorithm for solving the SCOPF problem. The proposed method is tested on the IEEE 30-bus and the IEEE 118-bus systems for both normal and outage cases. The result comparison with other known methods showed that the proposed SFO algorithm is an effective method for solving the SCOPF problem in the electricity market.
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topic |
SFO SCOPF OPF ISO electricity market |
url |
https://www.etasr.com/index.php/ETASR/article/view/3511 |
work_keys_str_mv |
AT tlduong applicationofsunfloweroptimizationalgorithmforsolvingthesecurityconstrainedoptimalpowerflowproblem AT ttnguyen applicationofsunfloweroptimizationalgorithmforsolvingthesecurityconstrainedoptimalpowerflowproblem |
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1724404492771786752 |