Solving Single- and Multi-Objective Optimal Reactive Power Dispatch Problems Using an Improved Salp Swarm Algorithm

The optimal reactive power dispatch (ORPD) problem represents a fundamental concern in the efficient and reliable operation of power systems, based on the proper coordination of numerous devices. Therefore, the ORPD calculation is an elaborate nonlinear optimization problem that requires highly perf...

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Main Authors: Andrei M. Tudose, Irina I. Picioroaga, Dorian O. Sidea, Constantin Bulac
Format: Article
Language:English
Published: MDPI AG 2021-02-01
Series:Energies
Subjects:
Online Access:https://www.mdpi.com/1996-1073/14/5/1222
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spelling doaj-646fb3b48008433f862c07fa16515c722021-02-25T00:00:18ZengMDPI AGEnergies1996-10732021-02-01141222122210.3390/en14051222Solving Single- and Multi-Objective Optimal Reactive Power Dispatch Problems Using an Improved Salp Swarm AlgorithmAndrei M. Tudose0Irina I. Picioroaga1Dorian O. Sidea2Constantin Bulac3Department of Electrical Power Systems, University “Politehnica” of Bucharest, 060042 Bucharest, RomaniaDepartment of Electrical Power Systems, University “Politehnica” of Bucharest, 060042 Bucharest, RomaniaDepartment of Electrical Power Systems, University “Politehnica” of Bucharest, 060042 Bucharest, RomaniaDepartment of Electrical Power Systems, University “Politehnica” of Bucharest, 060042 Bucharest, RomaniaThe optimal reactive power dispatch (ORPD) problem represents a fundamental concern in the efficient and reliable operation of power systems, based on the proper coordination of numerous devices. Therefore, the ORPD calculation is an elaborate nonlinear optimization problem that requires highly performing computational algorithms to identify the optimal solution. In this paper, the potential of metaheuristic methods is explored for solving complex optimization problems specific to power systems. In this regard, an improved salp swarm algorithm is proposed to solve the ORPD problem for the IEEE-14 and IEEE-30 bus systems, by approaching the reactive power planning as both a single- and a multi- objective problem and aiming at minimizing the real power losses and the bus voltage deviations. Multiple comparison studies are conducted based on the obtained results to assess the proposed approach performance with respect to other state-of-the-art techniques. In all cases, the results demonstrate the potential of the developed method and reflect its effectiveness in solving challenging problems.https://www.mdpi.com/1996-1073/14/5/1222optimal reactive power dispatchpower loss minimizationvoltage deviationsalp swarm algorithmcurrent mismatch Newton-Raphson
collection DOAJ
language English
format Article
sources DOAJ
author Andrei M. Tudose
Irina I. Picioroaga
Dorian O. Sidea
Constantin Bulac
spellingShingle Andrei M. Tudose
Irina I. Picioroaga
Dorian O. Sidea
Constantin Bulac
Solving Single- and Multi-Objective Optimal Reactive Power Dispatch Problems Using an Improved Salp Swarm Algorithm
Energies
optimal reactive power dispatch
power loss minimization
voltage deviation
salp swarm algorithm
current mismatch Newton-Raphson
author_facet Andrei M. Tudose
Irina I. Picioroaga
Dorian O. Sidea
Constantin Bulac
author_sort Andrei M. Tudose
title Solving Single- and Multi-Objective Optimal Reactive Power Dispatch Problems Using an Improved Salp Swarm Algorithm
title_short Solving Single- and Multi-Objective Optimal Reactive Power Dispatch Problems Using an Improved Salp Swarm Algorithm
title_full Solving Single- and Multi-Objective Optimal Reactive Power Dispatch Problems Using an Improved Salp Swarm Algorithm
title_fullStr Solving Single- and Multi-Objective Optimal Reactive Power Dispatch Problems Using an Improved Salp Swarm Algorithm
title_full_unstemmed Solving Single- and Multi-Objective Optimal Reactive Power Dispatch Problems Using an Improved Salp Swarm Algorithm
title_sort solving single- and multi-objective optimal reactive power dispatch problems using an improved salp swarm algorithm
publisher MDPI AG
series Energies
issn 1996-1073
publishDate 2021-02-01
description The optimal reactive power dispatch (ORPD) problem represents a fundamental concern in the efficient and reliable operation of power systems, based on the proper coordination of numerous devices. Therefore, the ORPD calculation is an elaborate nonlinear optimization problem that requires highly performing computational algorithms to identify the optimal solution. In this paper, the potential of metaheuristic methods is explored for solving complex optimization problems specific to power systems. In this regard, an improved salp swarm algorithm is proposed to solve the ORPD problem for the IEEE-14 and IEEE-30 bus systems, by approaching the reactive power planning as both a single- and a multi- objective problem and aiming at minimizing the real power losses and the bus voltage deviations. Multiple comparison studies are conducted based on the obtained results to assess the proposed approach performance with respect to other state-of-the-art techniques. In all cases, the results demonstrate the potential of the developed method and reflect its effectiveness in solving challenging problems.
topic optimal reactive power dispatch
power loss minimization
voltage deviation
salp swarm algorithm
current mismatch Newton-Raphson
url https://www.mdpi.com/1996-1073/14/5/1222
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