Optimal Power Flow Solution Using Levy Spiral Flight Equilibrium Optimizer With Incorporating CUPFC

Centre Node Unified Power Flow Controller (CUPFC) is a developed member of Flexible Alternating Current Transmission System (FACTS) connected at midpoint of transmission line. It has ability to control the power flow in transmission line (TL) as well as the voltage of the midpoint of TL. Solving the...

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Main Authors: Ashraf Mostafa, Mohamed Ebeed, Salah Kamel, M. A. Abdel-Moamen
Format: Article
Language:English
Published: IEEE 2021-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/9424549/
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spelling doaj-cbbf021392b345bebaa36bdb636202132021-06-02T23:17:47ZengIEEEIEEE Access2169-35362021-01-019699856999810.1109/ACCESS.2021.30781159424549Optimal Power Flow Solution Using Levy Spiral Flight Equilibrium Optimizer With Incorporating CUPFCAshraf Mostafa0Mohamed Ebeed1https://orcid.org/0000-0003-2025-9821Salah Kamel2https://orcid.org/0000-0001-9505-5386M. A. Abdel-Moamen3https://orcid.org/0000-0002-9234-522XElectrical Engineering Department, Faculty of Engineering, Aswan University, Aswan, EgyptElectrical Engineering Department, Faculty of Engineering, Sohag University, Sohag, EgyptElectrical Engineering Department, Faculty of Engineering, Aswan University, Aswan, EgyptElectrical Engineering Department, Faculty of Energy Engineering, Aswan University, Aswan, EgyptCentre Node Unified Power Flow Controller (CUPFC) is a developed member of Flexible Alternating Current Transmission System (FACTS) connected at midpoint of transmission line. It has ability to control the power flow in transmission line (TL) as well as the voltage of the midpoint of TL. Solving the optimal power flow (OPF) problem is crucial task, and it became a difficult problem in case of integration FACTS devices into the system. Therefore, in this paper an efficient optimizer, namely Levy Spiral Flight Equilibrium Optimizer (LSFEO), is proposed for solving the OPF problem and determining the optimal allocation of CUPFC. The proposed algorithm is based on developing the Equilibrium Optimizer (EO) to enhance its searching capabilities. In this technique, two searching strategies are applied to enhance the exploration and exploitation processes of the traditional EO. The first strategy is based on Levy Flight Distribution to enable the optimizer to jump to new search areas for avoiding the stagnation of the traditional EO while the second strategy is based on spiral motion of the particles around the sorted best solution to boost the exploitation. The considered objective functions include fuel cost, fuel cost with valve point effect, emission, voltage deviations and the power losses. The validity and applicability of the proposed algorithm is demonstrated using the IEEE 30-bus system. The simulations verify the superiority of the proposed algorithm over the other reported algorithms. In addition, optimal inclusion of the CUPFC can reduce the cost, VD, losses, and emission considerably.https://ieeexplore.ieee.org/document/9424549/Power systempower flowoptimizationequilibrium optimizerFACTSCUPFC
collection DOAJ
language English
format Article
sources DOAJ
author Ashraf Mostafa
Mohamed Ebeed
Salah Kamel
M. A. Abdel-Moamen
spellingShingle Ashraf Mostafa
Mohamed Ebeed
Salah Kamel
M. A. Abdel-Moamen
Optimal Power Flow Solution Using Levy Spiral Flight Equilibrium Optimizer With Incorporating CUPFC
IEEE Access
Power system
power flow
optimization
equilibrium optimizer
FACTS
CUPFC
author_facet Ashraf Mostafa
Mohamed Ebeed
Salah Kamel
M. A. Abdel-Moamen
author_sort Ashraf Mostafa
title Optimal Power Flow Solution Using Levy Spiral Flight Equilibrium Optimizer With Incorporating CUPFC
title_short Optimal Power Flow Solution Using Levy Spiral Flight Equilibrium Optimizer With Incorporating CUPFC
title_full Optimal Power Flow Solution Using Levy Spiral Flight Equilibrium Optimizer With Incorporating CUPFC
title_fullStr Optimal Power Flow Solution Using Levy Spiral Flight Equilibrium Optimizer With Incorporating CUPFC
title_full_unstemmed Optimal Power Flow Solution Using Levy Spiral Flight Equilibrium Optimizer With Incorporating CUPFC
title_sort optimal power flow solution using levy spiral flight equilibrium optimizer with incorporating cupfc
publisher IEEE
series IEEE Access
issn 2169-3536
publishDate 2021-01-01
description Centre Node Unified Power Flow Controller (CUPFC) is a developed member of Flexible Alternating Current Transmission System (FACTS) connected at midpoint of transmission line. It has ability to control the power flow in transmission line (TL) as well as the voltage of the midpoint of TL. Solving the optimal power flow (OPF) problem is crucial task, and it became a difficult problem in case of integration FACTS devices into the system. Therefore, in this paper an efficient optimizer, namely Levy Spiral Flight Equilibrium Optimizer (LSFEO), is proposed for solving the OPF problem and determining the optimal allocation of CUPFC. The proposed algorithm is based on developing the Equilibrium Optimizer (EO) to enhance its searching capabilities. In this technique, two searching strategies are applied to enhance the exploration and exploitation processes of the traditional EO. The first strategy is based on Levy Flight Distribution to enable the optimizer to jump to new search areas for avoiding the stagnation of the traditional EO while the second strategy is based on spiral motion of the particles around the sorted best solution to boost the exploitation. The considered objective functions include fuel cost, fuel cost with valve point effect, emission, voltage deviations and the power losses. The validity and applicability of the proposed algorithm is demonstrated using the IEEE 30-bus system. The simulations verify the superiority of the proposed algorithm over the other reported algorithms. In addition, optimal inclusion of the CUPFC can reduce the cost, VD, losses, and emission considerably.
topic Power system
power flow
optimization
equilibrium optimizer
FACTS
CUPFC
url https://ieeexplore.ieee.org/document/9424549/
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