Developed multi-objective grey wolf optimizer with fuzzy logic decision-making tool for direction overcurrent relays coordination
This paper proposes a new methodology for solving the coordination problem of DOCRs based on multi-objective grey wolf optimizer and fuzzy logic decision-making. In addition to the conventional objective function, a new objective function which aims to minimize the discrimination time between primar...
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| Vydané v: | Soft computing (Berlin, Germany) Ročník 24; číslo 17; s. 13305 - 13317 |
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| Hlavní autori: | , , , |
| Médium: | Journal Article |
| Jazyk: | English |
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Berlin/Heidelberg
Springer Berlin Heidelberg
01.09.2020
Springer Nature B.V |
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| ISSN: | 1432-7643, 1433-7479 |
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| Abstract | This paper proposes a new methodology for solving the coordination problem of DOCRs based on multi-objective grey wolf optimizer and fuzzy logic decision-making. In addition to the conventional objective function, a new objective function which aims to minimize the discrimination time between primary and backup relays is proposed. Moreover, the conventional objective function related to minimizing the total operating time of primary and backup relays is considered. The feasibility and performance of the proposed methodology for solving the coordination problem of DOCRs are investigated using two different systems (8-bus system and IEEE-30 bus system). The proposed methodology is compared with other reported methods. The results prove the viability and effectiveness of the proposed methodology to solve the DOCR coordination problem without any miscoordination between primary and backup relays. |
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| AbstractList | This paper proposes a new methodology for solving the coordination problem of DOCRs based on multi-objective grey wolf optimizer and fuzzy logic decision-making. In addition to the conventional objective function, a new objective function which aims to minimize the discrimination time between primary and backup relays is proposed. Moreover, the conventional objective function related to minimizing the total operating time of primary and backup relays is considered. The feasibility and performance of the proposed methodology for solving the coordination problem of DOCRs are investigated using two different systems (8-bus system and IEEE-30 bus system). The proposed methodology is compared with other reported methods. The results prove the viability and effectiveness of the proposed methodology to solve the DOCR coordination problem without any miscoordination between primary and backup relays. |
| Author | Kamel, Salah Jurado, Francisco Korashy, Ahmed Nasrat, Loai |
| Author_xml | – sequence: 1 givenname: Ahmed surname: Korashy fullname: Korashy, Ahmed organization: Electrical Engineering Department, Faculty of Engineering, Aswan University, Department of Electrical Engineering, EPS Linares, University of Jaén – sequence: 2 givenname: Salah surname: Kamel fullname: Kamel, Salah organization: Electrical Engineering Department, Faculty of Engineering, Aswan University, State Key Laboratory of Power Transmission Equipment and System Security and New Technology, Chongqing University – sequence: 3 givenname: Loai surname: Nasrat fullname: Nasrat, Loai organization: Electrical Engineering Department, Faculty of Engineering, Aswan University – sequence: 4 givenname: Francisco orcidid: 0000-0001-8122-7415 surname: Jurado fullname: Jurado, Francisco email: fjurado@ujaen.es organization: Department of Electrical Engineering, EPS Linares, University of Jaén |
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| CitedBy_id | crossref_primary_10_1016_j_knosys_2020_106461 crossref_primary_10_1109_ACCESS_2023_3347393 crossref_primary_10_1016_j_asoc_2021_107748 crossref_primary_10_1016_j_ijepes_2023_109216 crossref_primary_10_1155_2022_7630011 crossref_primary_10_1007_s00521_022_07704_5 crossref_primary_10_1016_j_ijepes_2024_109802 crossref_primary_10_1007_s00202_024_02903_w crossref_primary_10_1007_s40031_023_00859_2 crossref_primary_10_1007_s11227_021_03705_8 crossref_primary_10_1007_s11831_021_09534_5 crossref_primary_10_1016_j_apenergy_2024_124439 crossref_primary_10_1007_s00202_024_02374_z crossref_primary_10_1007_s00202_021_01483_3 crossref_primary_10_1007_s00500_022_07492_z crossref_primary_10_1109_ACCESS_2024_3511698 crossref_primary_10_1155_2022_8966149 crossref_primary_10_1109_ACCESS_2023_3304889 |
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| Keywords | Direction overcurrent relays Multi-objective grey wolf optimizer Fuzzy logic decision-making Optimal coordination |
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| SubjectTerms | Artificial Intelligence Computational Intelligence Control Coordination Decision making Electric power Engineering Fuzzy logic Linear programming Mathematical Logic and Foundations Mechatronics Methodologies and Application Methodology Multiple objective analysis Optimization algorithms Optimization techniques Overcurrent Robotics Test systems |
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