A Modified Salp Swarm Algorithm: An Application for Reactive Power Dispatch Problem

Oveis Abedinia; Ali Ghasemi-Marzbali; Mohammad Shafiei; Mehdi Bagheri

doi:10.1109/EEEIC/ICPSEurope54979.2022.9854756

A Modified Salp Swarm Algorithm: An Application for Reactive Power Dispatch Problem

Oveis Abedinia, Ali Ghasemi-Marzbali, Mohammad Shafiei, Mehdi Bagheri

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Abstract

Optimal reactive power dispatch (ORPD) is a main issue for actual power transfer and network stability. This is why ORPD in power systems has been examined as a key problem. Solving such problems is an optimization problem due to the multitude of solutions. Reactive power control reduces grid losses and improves its voltage level. ORPD in power systems is performed by regulating the generators' voltage, transformer taps changing under load and switched capacitors. In this study, the goal of ORPD in power systems was to recognition rein variable to minimize the target function based on system constraints, reduce power losses, betterment the system's voltage profile and reduction the costs of operation. Control variables in this study were the power generated in power stations, generator terminal voltage size, parallel installed capacitor size and transformer tap size. Due to its unique complexity, this problem was solved by proposing a developed salp swarm algorithm (SSA). The proposed algorithm and method are evaluated on a well-known power system. The findings demonstrated the appropriate efficiency and superiority of this method compared to others.

Original language	English
Title of host publication	2022 IEEE International Conference on Environment and Electrical Engineering and 2022 IEEE Industrial and Commercial Power Systems Europe, EEEIC / I and CPS Europe 2022
Publisher	Institute of Electrical and Electronics Engineers Inc.
ISBN (Electronic)	9781665485371
DOIs	https://doi.org/10.1109/EEEIC/ICPSEurope54979.2022.9854756
Publication status	Published - 2022
Event	2022 IEEE International Conference on Environment and Electrical Engineering and 2022 IEEE Industrial and Commercial Power Systems Europe, EEEIC / I and CPS Europe 2022 - Prague, Czech Republic Duration: Jun 28 2022 → Jul 1 2022

Publication series

Name	2022 IEEE International Conference on Environment and Electrical Engineering and 2022 IEEE Industrial and Commercial Power Systems Europe, EEEIC / I and CPS Europe 2022

Conference

Conference	2022 IEEE International Conference on Environment and Electrical Engineering and 2022 IEEE Industrial and Commercial Power Systems Europe, EEEIC / I and CPS Europe 2022
Country/Territory	Czech Republic
City	Prague
Period	6/28/22 → 7/1/22

Funding

ACKNOWLEDGMENT The authors acknowledge the financial support of this study by the Collaborative Research Project (CRP) Grant of Nazarbayev University under grant no. (021220CRP0322).

Keywords

Losses
Optimal reactive power dispatch
Salp swarm algorithm
Voltage stability index

ASJC Scopus subject areas

Energy Engineering and Power Technology
Renewable Energy, Sustainability and the Environment
Electrical and Electronic Engineering
Industrial and Manufacturing Engineering
Safety, Risk, Reliability and Quality
Environmental Engineering

UN SDGs

This output contributes to the following UN Sustainable Development Goals (SDGs)

Access to Document

10.1109/EEEIC/ICPSEurope54979.2022.9854756

Cite this

Abedinia, O., Ghasemi-Marzbali, A., Shafiei, M., & Bagheri, M. (2022). A Modified Salp Swarm Algorithm: An Application for Reactive Power Dispatch Problem. In 2022 IEEE International Conference on Environment and Electrical Engineering and 2022 IEEE Industrial and Commercial Power Systems Europe, EEEIC / I and CPS Europe 2022 (2022 IEEE International Conference on Environment and Electrical Engineering and 2022 IEEE Industrial and Commercial Power Systems Europe, EEEIC / I and CPS Europe 2022). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/EEEIC/ICPSEurope54979.2022.9854756

A Modified Salp Swarm Algorithm: An Application for Reactive Power Dispatch Problem. / Abedinia, Oveis; Ghasemi-Marzbali, Ali; Shafiei, Mohammad et al.
2022 IEEE International Conference on Environment and Electrical Engineering and 2022 IEEE Industrial and Commercial Power Systems Europe, EEEIC / I and CPS Europe 2022. Institute of Electrical and Electronics Engineers Inc., 2022. (2022 IEEE International Conference on Environment and Electrical Engineering and 2022 IEEE Industrial and Commercial Power Systems Europe, EEEIC / I and CPS Europe 2022).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Abedinia, O, Ghasemi-Marzbali, A, Shafiei, M & Bagheri, M 2022, A Modified Salp Swarm Algorithm: An Application for Reactive Power Dispatch Problem. in 2022 IEEE International Conference on Environment and Electrical Engineering and 2022 IEEE Industrial and Commercial Power Systems Europe, EEEIC / I and CPS Europe 2022. 2022 IEEE International Conference on Environment and Electrical Engineering and 2022 IEEE Industrial and Commercial Power Systems Europe, EEEIC / I and CPS Europe 2022, Institute of Electrical and Electronics Engineers Inc., 2022 IEEE International Conference on Environment and Electrical Engineering and 2022 IEEE Industrial and Commercial Power Systems Europe, EEEIC / I and CPS Europe 2022, Prague, Czech Republic, 6/28/22. https://doi.org/10.1109/EEEIC/ICPSEurope54979.2022.9854756

Abedinia O, Ghasemi-Marzbali A, Shafiei M, Bagheri M. A Modified Salp Swarm Algorithm: An Application for Reactive Power Dispatch Problem. In 2022 IEEE International Conference on Environment and Electrical Engineering and 2022 IEEE Industrial and Commercial Power Systems Europe, EEEIC / I and CPS Europe 2022. Institute of Electrical and Electronics Engineers Inc. 2022. (2022 IEEE International Conference on Environment and Electrical Engineering and 2022 IEEE Industrial and Commercial Power Systems Europe, EEEIC / I and CPS Europe 2022). doi: 10.1109/EEEIC/ICPSEurope54979.2022.9854756

Abedinia, Oveis ; Ghasemi-Marzbali, Ali ; Shafiei, Mohammad et al. / A Modified Salp Swarm Algorithm : An Application for Reactive Power Dispatch Problem. 2022 IEEE International Conference on Environment and Electrical Engineering and 2022 IEEE Industrial and Commercial Power Systems Europe, EEEIC / I and CPS Europe 2022. Institute of Electrical and Electronics Engineers Inc., 2022. (2022 IEEE International Conference on Environment and Electrical Engineering and 2022 IEEE Industrial and Commercial Power Systems Europe, EEEIC / I and CPS Europe 2022).

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N2 - Optimal reactive power dispatch (ORPD) is a main issue for actual power transfer and network stability. This is why ORPD in power systems has been examined as a key problem. Solving such problems is an optimization problem due to the multitude of solutions. Reactive power control reduces grid losses and improves its voltage level. ORPD in power systems is performed by regulating the generators' voltage, transformer taps changing under load and switched capacitors. In this study, the goal of ORPD in power systems was to recognition rein variable to minimize the target function based on system constraints, reduce power losses, betterment the system's voltage profile and reduction the costs of operation. Control variables in this study were the power generated in power stations, generator terminal voltage size, parallel installed capacitor size and transformer tap size. Due to its unique complexity, this problem was solved by proposing a developed salp swarm algorithm (SSA). The proposed algorithm and method are evaluated on a well-known power system. The findings demonstrated the appropriate efficiency and superiority of this method compared to others.

AB - Optimal reactive power dispatch (ORPD) is a main issue for actual power transfer and network stability. This is why ORPD in power systems has been examined as a key problem. Solving such problems is an optimization problem due to the multitude of solutions. Reactive power control reduces grid losses and improves its voltage level. ORPD in power systems is performed by regulating the generators' voltage, transformer taps changing under load and switched capacitors. In this study, the goal of ORPD in power systems was to recognition rein variable to minimize the target function based on system constraints, reduce power losses, betterment the system's voltage profile and reduction the costs of operation. Control variables in this study were the power generated in power stations, generator terminal voltage size, parallel installed capacitor size and transformer tap size. Due to its unique complexity, this problem was solved by proposing a developed salp swarm algorithm (SSA). The proposed algorithm and method are evaluated on a well-known power system. The findings demonstrated the appropriate efficiency and superiority of this method compared to others.

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A Modified Salp Swarm Algorithm: An Application for Reactive Power Dispatch Problem

Abstract

Publication series

Conference

Funding

Keywords

ASJC Scopus subject areas

UN SDGs

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