Fault Location on Three-Terminal Transmission Lines Based on a Meta-Heuristic Algorithm

Duy C. Huynh; Thanh H. Truong; Matthew W. Dunnigan

doi:10.1109/IECON48115.2021.9589207

Fault Location on Three-Terminal Transmission Lines Based on a Meta-Heuristic Algorithm

Duy C. Huynh, Thanh H. Truong, Matthew W. Dunnigan

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

4 Citations (Scopus)

Abstract

This paper proposes a fault location technique on three-terminal transmission lines based on a solution to the optimization problem. The cuckoo search (CS) algorithm is improved and applied to solve this fault location. The CS algorithm modifies the constant step size into the chaotic step size to achieve the globally optimal solution through the chaotic behavior, called the Chaos CS (CCS) algorithm. The obtained numerical results of applying the CCS algorithm are compared to those of applying the CS algorithm and genetic algorithm (GA). The comparison shows the effectiveness of the proposal of the fault location on the three-terminal transmission lines.

Original language	English
Title of host publication	47th Annual Conference of the IEEE Industrial Electronics Society 2021
Publisher	IEEE
ISBN (Electronic)	9781665435543
DOIs	https://doi.org/10.1109/IECON48115.2021.9589207
Publication status	Published - 15 Nov 2021
Event	47th Annual Conference of the IEEE Industrial Electronics Society 2021 - Toronto, Canada Duration: 13 Oct 2021 → 16 Oct 2021

Conference

Conference	47th Annual Conference of the IEEE Industrial Electronics Society 2021
Abbreviated title	IECON 2021
Country/Territory	Canada
City	Toronto
Period	13/10/21 → 16/10/21

Keywords

fault location
meta-heuristic algorithm
three-terminal transmission lines

ASJC Scopus subject areas

Control and Systems Engineering
Electrical and Electronic Engineering

Access to Document

10.1109/IECON48115.2021.9589207

Cite this

@inproceedings{d496f5fe8fe240f5b16601fa376f6bbe,

title = "Fault Location on Three-Terminal Transmission Lines Based on a Meta-Heuristic Algorithm",

abstract = "This paper proposes a fault location technique on three-terminal transmission lines based on a solution to the optimization problem. The cuckoo search (CS) algorithm is improved and applied to solve this fault location. The CS algorithm modifies the constant step size into the chaotic step size to achieve the globally optimal solution through the chaotic behavior, called the Chaos CS (CCS) algorithm. The obtained numerical results of applying the CCS algorithm are compared to those of applying the CS algorithm and genetic algorithm (GA). The comparison shows the effectiveness of the proposal of the fault location on the three-terminal transmission lines.",

keywords = "fault location, meta-heuristic algorithm, three-terminal transmission lines",

author = "Huynh, {Duy C.} and Truong, {Thanh H.} and Dunnigan, {Matthew W.}",

note = "Publisher Copyright: {\textcopyright} 2021 IEEE.; 47th Annual Conference of the IEEE Industrial Electronics Society 2021, IECON 2021 ; Conference date: 13-10-2021 Through 16-10-2021",

year = "2021",

month = nov,

day = "15",

doi = "10.1109/IECON48115.2021.9589207",

language = "English",

booktitle = "47th Annual Conference of the IEEE Industrial Electronics Society 2021",

publisher = "IEEE",

address = "United States",

}

Huynh, DC, Truong, TH & Dunnigan, MW 2021, Fault Location on Three-Terminal Transmission Lines Based on a Meta-Heuristic Algorithm. in 47th Annual Conference of the IEEE Industrial Electronics Society 2021., 9589207, IEEE, 47th Annual Conference of the IEEE Industrial Electronics Society 2021, Toronto, Ontario, Canada, 13/10/21. https://doi.org/10.1109/IECON48115.2021.9589207

TY - GEN

T1 - Fault Location on Three-Terminal Transmission Lines Based on a Meta-Heuristic Algorithm

AU - Huynh, Duy C.

AU - Truong, Thanh H.

AU - Dunnigan, Matthew W.

PY - 2021/11/15

Y1 - 2021/11/15

N2 - This paper proposes a fault location technique on three-terminal transmission lines based on a solution to the optimization problem. The cuckoo search (CS) algorithm is improved and applied to solve this fault location. The CS algorithm modifies the constant step size into the chaotic step size to achieve the globally optimal solution through the chaotic behavior, called the Chaos CS (CCS) algorithm. The obtained numerical results of applying the CCS algorithm are compared to those of applying the CS algorithm and genetic algorithm (GA). The comparison shows the effectiveness of the proposal of the fault location on the three-terminal transmission lines.

AB - This paper proposes a fault location technique on three-terminal transmission lines based on a solution to the optimization problem. The cuckoo search (CS) algorithm is improved and applied to solve this fault location. The CS algorithm modifies the constant step size into the chaotic step size to achieve the globally optimal solution through the chaotic behavior, called the Chaos CS (CCS) algorithm. The obtained numerical results of applying the CCS algorithm are compared to those of applying the CS algorithm and genetic algorithm (GA). The comparison shows the effectiveness of the proposal of the fault location on the three-terminal transmission lines.

KW - fault location

KW - meta-heuristic algorithm

KW - three-terminal transmission lines

UR - http://www.scopus.com/inward/record.url?scp=85119525066&partnerID=8YFLogxK

U2 - 10.1109/IECON48115.2021.9589207

DO - 10.1109/IECON48115.2021.9589207

M3 - Conference contribution

AN - SCOPUS:85119525066

BT - 47th Annual Conference of the IEEE Industrial Electronics Society 2021

PB - IEEE

T2 - 47th Annual Conference of the IEEE Industrial Electronics Society 2021

Y2 - 13 October 2021 through 16 October 2021

ER -

Fault Location on Three-Terminal Transmission Lines Based on a Meta-Heuristic Algorithm

Abstract

Conference

Keywords

ASJC Scopus subject areas

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