Power quality problem classification using support vector machine

This paper presents a classification method for power quality problems in electrical power systems. To improve the electric power quality, sources of disturbances must be known and controlled. Power quality disturbance waveform recognition is often troublesome because it involves a broad range of di...

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Main Authors:	Jatumeth Susukh, Suttichai Premrudeepreechacharn, Tirapong Kasirawat
Format:	Conference Proceeding
Published:	2018
Subjects:	Computer Science Engineering
Online Access:	https://www.scopus.com/inward/record.uri?partnerID=HzOxMe3b&scp=70350070594&origin=inward http://cmuir.cmu.ac.th/jspui/handle/6653943832/59505
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Institution:	Chiang Mai University

id	th-cmuir.6653943832-59505
record_format	dspace
spelling	th-cmuir.6653943832-595052018-09-10T03:17:20Z Power quality problem classification using support vector machine Jatumeth Susukh Suttichai Premrudeepreechacharn Tirapong Kasirawat Computer Science Engineering This paper presents a classification method for power quality problems in electrical power systems. To improve the electric power quality, sources of disturbances must be known and controlled. Power quality disturbance waveform recognition is often troublesome because it involves a broad range of disturbance categories or classes. This is a study of power quality problem classification using support vector machine. After training support vector machine, the parameter of support vector machine is obtained for using to classify the power quality problems. The support vector machine is able to classify 4 types for power quality problems correctly. ©2009 IEEE. 2018-09-10T03:16:23Z 2018-09-10T03:16:23Z 2009-10-22 Conference Proceeding 2-s2.0-70350070594 10.1109/ECTICON.2009.5136965 https://www.scopus.com/inward/record.uri?partnerID=HzOxMe3b&scp=70350070594&origin=inward http://cmuir.cmu.ac.th/jspui/handle/6653943832/59505
institution	Chiang Mai University
building	Chiang Mai University Library
country	Thailand
collection	CMU Intellectual Repository
topic	Computer Science Engineering
spellingShingle	Computer Science Engineering Jatumeth Susukh Suttichai Premrudeepreechacharn Tirapong Kasirawat Power quality problem classification using support vector machine
description	This paper presents a classification method for power quality problems in electrical power systems. To improve the electric power quality, sources of disturbances must be known and controlled. Power quality disturbance waveform recognition is often troublesome because it involves a broad range of disturbance categories or classes. This is a study of power quality problem classification using support vector machine. After training support vector machine, the parameter of support vector machine is obtained for using to classify the power quality problems. The support vector machine is able to classify 4 types for power quality problems correctly. ©2009 IEEE.
format	Conference Proceeding
author	Jatumeth Susukh Suttichai Premrudeepreechacharn Tirapong Kasirawat
author_facet	Jatumeth Susukh Suttichai Premrudeepreechacharn Tirapong Kasirawat
author_sort	Jatumeth Susukh
title	Power quality problem classification using support vector machine
title_short	Power quality problem classification using support vector machine
title_full	Power quality problem classification using support vector machine
title_fullStr	Power quality problem classification using support vector machine
title_full_unstemmed	Power quality problem classification using support vector machine
title_sort	power quality problem classification using support vector machine
publishDate	2018
url	https://www.scopus.com/inward/record.uri?partnerID=HzOxMe3b&scp=70350070594&origin=inward http://cmuir.cmu.ac.th/jspui/handle/6653943832/59505
_version_	1681425263709126656

Power quality problem classification using support vector machine

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