Improved PSO with Disturbance Term for Solving ORPD Problem in Power Systems
The essential purpose of an energy system is to provide electricity to its loads effectively and economically, as well as safely and reliably. Therefore, the solutions to the problems of Optimal Power Flow (OPF) and Optimal Reactive Power Dispatch (ORPD) to enable the efficient employment of various...
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| Format: | Article |
| Language: | English |
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VSB-Technical University of Ostrava
2022-01-01
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| Series: | Advances in Electrical and Electronic Engineering |
| Subjects: | |
| Online Access: | http://advances.utc.sk/index.php/AEEE/article/view/4570 |
| _version_ | 1797826939971436544 |
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| author | Mohamed Mezaache Omar Fethi Benaouda Hocine Sekhane Saad Chaouch Badreddine Babes |
| author_facet | Mohamed Mezaache Omar Fethi Benaouda Hocine Sekhane Saad Chaouch Badreddine Babes |
| author_sort | Mohamed Mezaache |
| collection | DOAJ |
| description | The essential purpose of an energy system is to provide electricity to its loads effectively and economically, as well as safely and reliably. Therefore, the solutions to the problems of Optimal Power Flow (OPF) and Optimal Reactive Power Dispatch (ORPD) to enable the efficient employment of various energy distributions should be found. Our work focuses on the ORPD issue; it can be formulated as a non-linear constraint and with single or multiple objectives optimization problems. Minimizing total losses is one of the main objective functions to solve the ORPD problem. This paper presents the use of an improved particle swarm optimization -with a disturbance term- (called PSO-DT) algorithm, to find the solution of ORPD in the standard IEEE 30-bus power system for reducing electrical power transmission losses. The obtained results demonstrate that the proposed method is more efficient and has a more extraordinary ability to get better solutions compared to the basic PSO method. |
| first_indexed | 2024-04-09T12:40:20Z |
| format | Article |
| id | doaj.art-f397ef28fdda44f493e4fab541a63a4d |
| institution | Directory Open Access Journal |
| issn | 1336-1376 1804-3119 |
| language | English |
| last_indexed | 2024-04-09T12:40:20Z |
| publishDate | 2022-01-01 |
| publisher | VSB-Technical University of Ostrava |
| record_format | Article |
| series | Advances in Electrical and Electronic Engineering |
| spelling | doaj.art-f397ef28fdda44f493e4fab541a63a4d2023-05-14T20:50:14ZengVSB-Technical University of OstravaAdvances in Electrical and Electronic Engineering1336-13761804-31192022-01-0120447849210.15598/aeee.v20i4.45701179Improved PSO with Disturbance Term for Solving ORPD Problem in Power SystemsMohamed Mezaache0Omar Fethi Benaouda1Hocine Sekhane2Saad Chaouch3Badreddine Babes4Research Center in Industrial Technologies "CRTI", P.O.BOX 64, Cheraga, 16014 Algiers, AlgeriaResearch Center in Industrial Technologies "CRTI", P.O.BOX 64, Cheraga, 16014 Algiers, AlgeriaDepartment of Electrical Engineering, Faculty of Technology, University of 20th August 1955 Skikda, P.O.BOX 26, Street El-Hadaiek, 21000 Skikda, Algeria & Electrical Engineering Laboratory of Constantine (LGEC), Department of Electrical Engineering, Faculty of Science and Technology, Mentouri Brothers University of Constantine 1, P.O.BOX 325, Street Ain El Bey, 25000 Constantine, AlgeriaResearch Center in Industrial Technologies "CRTI", P.O.BOX 64, Cheraga, 16014 Algiers, AlgeriaResearch Center in Industrial Technologies "CRTI", P.O.BOX 64, Cheraga, 16014 Algiers, AlgeriaThe essential purpose of an energy system is to provide electricity to its loads effectively and economically, as well as safely and reliably. Therefore, the solutions to the problems of Optimal Power Flow (OPF) and Optimal Reactive Power Dispatch (ORPD) to enable the efficient employment of various energy distributions should be found. Our work focuses on the ORPD issue; it can be formulated as a non-linear constraint and with single or multiple objectives optimization problems. Minimizing total losses is one of the main objective functions to solve the ORPD problem. This paper presents the use of an improved particle swarm optimization -with a disturbance term- (called PSO-DT) algorithm, to find the solution of ORPD in the standard IEEE 30-bus power system for reducing electrical power transmission losses. The obtained results demonstrate that the proposed method is more efficient and has a more extraordinary ability to get better solutions compared to the basic PSO method.http://advances.utc.sk/index.php/AEEE/article/view/4570basic psooptimal power flowoptimal reactive power dispatchpso-dt. |
| spellingShingle | Mohamed Mezaache Omar Fethi Benaouda Hocine Sekhane Saad Chaouch Badreddine Babes Improved PSO with Disturbance Term for Solving ORPD Problem in Power Systems Advances in Electrical and Electronic Engineering basic pso optimal power flow optimal reactive power dispatch pso-dt. |
| title | Improved PSO with Disturbance Term for Solving ORPD Problem in Power Systems |
| title_full | Improved PSO with Disturbance Term for Solving ORPD Problem in Power Systems |
| title_fullStr | Improved PSO with Disturbance Term for Solving ORPD Problem in Power Systems |
| title_full_unstemmed | Improved PSO with Disturbance Term for Solving ORPD Problem in Power Systems |
| title_short | Improved PSO with Disturbance Term for Solving ORPD Problem in Power Systems |
| title_sort | improved pso with disturbance term for solving orpd problem in power systems |
| topic | basic pso optimal power flow optimal reactive power dispatch pso-dt. |
| url | http://advances.utc.sk/index.php/AEEE/article/view/4570 |
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