LAPSE:2023.13441
Published Article
LAPSE:2023.13441
An Improved Technique of Hybridization of PSO for the Optimal Coordination of Directional Overcurrent Protection Relays of IEEE Bus System
Kashif Habib, Xinquan Lai, Abdul Wadood, Shahbaz Khan, Yuheng Wang, Siting Xu
March 1, 2023
Abstract
The use of a directional overcurrent protection relay (DOPR) to protect an electrical power system is a crucial instrument for keeping the system dynamic and avoiding undue interruption. The coordination of a DOPR’s primary and backup relays is modelled as a highly constrained optimization problem. The goal is to determine an ideal value that will reduce the overall working time of all primary relays. The coordination is accomplished by the use of particle swarm optimization hybridization (HPSO). Comprehensive simulation experiments are carried out to evaluate the efficacy of the proposed HPSO by employing the time multiplier setting (TMS) and plug setting (PS) as an optimization variable and constant, respectively. The HPSO has been examined satisfactorily utilizing certain IEEE benchmark test systems (9-bus and 14-bus). The outcomes are contrasted with earlier heuristics and evolutionary approaches. Based on the acquired findings, it is clear that the obtained results exceed the other conventional and state of the art procedures in terms of total DOPR operation and the computing time necessary to achieve the global optimal solution.
Keywords
directional overcurrent protection relay (DOPR), hybrid particle swarm optimization (HPSO), IEEE test system, plug setting (PS), time multiplier setting (TMS)
Suggested Citation
Habib K, Lai X, Wadood A, Khan S, Wang Y, Xu S. An Improved Technique of Hybridization of PSO for the Optimal Coordination of Directional Overcurrent Protection Relays of IEEE Bus System. (2023). LAPSE:2023.13441
Author Affiliations
Habib K: Department of Electronic Computer-Aided Design, Xidian University, Xi’an 710071, China [ORCID]
Lai X: Department of Electronic Computer-Aided Design, Xidian University, Xi’an 710071, China
Wadood A: Department of Electrical Engineering, Air University Islamabad, Aerospace and Aviation Campus, Kamra 43570, Pakistan
Khan S: Department of Electrical Engineering, Air University Islamabad, Aerospace and Aviation Campus, Kamra 43570, Pakistan
Wang Y: Department of Electronic Computer-Aided Design, Xidian University, Xi’an 710071, China
Xu S: Department of Electronic Computer-Aided Design, Xidian University, Xi’an 710071, China
Journal Name
Energies
Volume
15
Issue
9
First Page
3076
Year
2022
Publication Date
2022-04-22
ISSN
1996-1073
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Original Submission
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PII: en15093076, Publication Type: Journal Article
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LAPSE:2023.13441
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https://doi.org/10.3390/en15093076
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