Power system events classification using genetic algorithm based feature weighting technique for support vector machine

Oyeniyi Akeem Alimi; Khmaies Ouahada; Adnan M. Abu-Mahfouz; Suvendi Rimer

doi:10.1016/j.heliyon.2021.e05936

Power system events classification using genetic algorithm based feature weighting technique for support vector machine

Oyeniyi Akeem Alimi
, Khmaies Ouahada
, Adnan M. Abu-Mahfouz
, Suvendi Rimer

Electrical and Electronic Engineering Science

University of Johannesburg
Council for Scientific and Industrial Research

Research output: Contribution to journal › Article › peer-review

24 Citations (Scopus)

Abstract

Classification; Genetic algorithm; Power system; Support vector machine; Synchrophasors.

Original language	English
Article number	e05936
Journal	Heliyon
Volume	7
Issue number	1
DOIs	https://doi.org/10.1016/j.heliyon.2021.e05936
Publication status	Published - Jan 2021

Keywords

Classification
Genetic algorithm
Power system
Support vector machine
Synchrophasors

ASJC Scopus subject areas

Multidisciplinary

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10.1016/j.heliyon.2021.e05936

Cite this

@article{e27705a624c64eccb578d27a874b35bb,

title = "Power system events classification using genetic algorithm based feature weighting technique for support vector machine",

abstract = "Classification; Genetic algorithm; Power system; Support vector machine; Synchrophasors.",

keywords = "Classification, Genetic algorithm, Power system, Support vector machine, Synchrophasors",

author = "Alimi, \{Oyeniyi Akeem\} and Khmaies Ouahada and Abu-Mahfouz, \{Adnan M.\} and Suvendi Rimer",

note = "Publisher Copyright: {\textcopyright} 2021",

year = "2021",

month = jan,

doi = "10.1016/j.heliyon.2021.e05936",

language = "English",

volume = "7",

journal = "Heliyon",

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T1 - Power system events classification using genetic algorithm based feature weighting technique for support vector machine

AU - Alimi, Oyeniyi Akeem

AU - Ouahada, Khmaies

AU - Abu-Mahfouz, Adnan M.

AU - Rimer, Suvendi

PY - 2021/1

Y1 - 2021/1

N2 - Classification; Genetic algorithm; Power system; Support vector machine; Synchrophasors.

AB - Classification; Genetic algorithm; Power system; Support vector machine; Synchrophasors.

KW - Classification

KW - Genetic algorithm

KW - Power system

KW - Support vector machine

KW - Synchrophasors

UR - https://www.scopus.com/pages/publications/85099160571

U2 - 10.1016/j.heliyon.2021.e05936

DO - 10.1016/j.heliyon.2021.e05936

M3 - Article

AN - SCOPUS:85099160571

SN - 2405-8440

VL - 7

JO - Heliyon

JF - Heliyon

IS - 1

M1 - e05936

ER -

Power system events classification using genetic algorithm based feature weighting technique for support vector machine

Abstract

Keywords

ASJC Scopus subject areas

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