Optimal Coordination of Directional Overcurrent Protection Relays Using Genetic Algorithm

This paper studies on establishing the mathematical optimization formulation to coordinate the operating times of directional overcurrent relays in transmission networks. The objective function of this optimization formulation is to minimize the total operation time of all directional overcurrent relays, and it must satisfy the highly nonlinear constraints such as the time multiplier setting range, the plug setting range, and the coordination time interval between the primary and backup relay pair. The optimal variables consist of the time multiplier setting and the plug setting which are determined by applying the genetic algorithm on MATLAB software. This optimization formulation is evaluated and validated via the simulation results of the test systems including the 4-bus network and 9-bus network. These test systems are modeled and simulated by using PowerWorld software to calculate the power flow results in the steady state and the short-circuit currents flowing the primary/backup relay pair. The simulation results confirm that the operating time coordination of directional overcurrent relays is capable of meeting the requirements of a relay protection system, improving the reliability of power system.

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Publication Details

Journal
Technical Education Science/Giáo dục Kỹ thuật
Published
2024-12-28
DOI
https://doi.org/10.54644/jte.2024.1706
Primary Topic
Power Systems Fault Detection
Type
article
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0.00
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article

Optimal Coordination of Directional Overcurrent Protection Relays Using Genetic Algorithm

Ngo Minh Khoa, Thị Quyên Phạm, Hoang Vo, Van Trong Huynh
Technical Education Science/Giáo dục Kỹ thuật
Power Systems Fault Detection
article

Optimal Coordination of Directional Overcurrent Protection Relays Using Genetic Algorithm

Ngo Minh Khoa, Thị Quyên Phạm, Hoang Vo, Van Trong Huynh
article en

Abstract

This paper studies on establishing the mathematical optimization formulation to coordinate the operating times of directional overcurrent relays in transmission networks. The objective function of this optimization formulation is to minimize the total operation time of all directional overcurrent relays, and it must satisfy the highly nonlinear constraints such as the time multiplier setting range, the plug setting range, and the coordination time interval between the primary and backup relay pair. The optimal variables consist of the time multiplier setting and the plug setting which are determined by applying the genetic algorithm on MATLAB software. This optimization formulation is evaluated and validated via the simulation results of the test systems including the 4-bus network and 9-bus network. These test systems are modeled and simulated by using PowerWorld software to calculate the power flow results in the steady state and the short-circuit currents flowing the primary/backup relay pair. The simulation results confirm that the operating time coordination of directional overcurrent relays is capable of meeting the requirements of a relay protection system, improving the reliability of power system.

Technical Education Science/Giáo dục Kỹ thuậtVol. 19(06)
Quy Nhon University (VN)
Affordable and clean energy
Openalex Percentile: Top 71%
Power Systems Fault Detection
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Optimal Coordination of Directional Overcurrent Protection Relays Using Genetic Algorithm — Ngo Minh Khoa, Thị Quyên Phạm, et al. · Technical Education Science/Giáo dục Kỹ thuật (2024) | TGRS Research Map | TGRS