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

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

18 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

Access to Document

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",

issn = "2405-8440",

publisher = "Elsevier BV",

number = "1",

}

TY - JOUR

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 - http://www.scopus.com/inward/record.url?scp=85099160571&partnerID=8YFLogxK

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

Access to Document

Other files and links

Fingerprint

Cite this