Allocating reactive power using artificial neural network

This paper presents a procedure for allocating reactive power using artificial neural network (ANN). Artificial neural network is trained based on data from Y-bus matrix. Training and testing of this ANN network have been done with five bus test system. Back propagation learning has been utilized to...

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Main Authors:	P. Saypaserth, S. Premrudeepreechacharn
Format:	Conference Proceeding
Published:	2018
Subjects:	Energy
Online Access:	https://www.scopus.com/inward/record.uri?partnerID=HzOxMe3b&scp=79955876239&origin=inward http://cmuir.cmu.ac.th/jspui/handle/6653943832/49918
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Institution:	Chiang Mai University

id	th-cmuir.6653943832-49918
record_format	dspace
spelling	th-cmuir.6653943832-499182018-09-04T04:20:19Z Allocating reactive power using artificial neural network P. Saypaserth S. Premrudeepreechacharn Energy This paper presents a procedure for allocating reactive power using artificial neural network (ANN). Artificial neural network is trained based on data from Y-bus matrix. Training and testing of this ANN network have been done with five bus test system. Back propagation learning has been utilized to train the ANN. A numerical example on allocating reactive power using a feed forward back propagation algorithm has been provided. The simulation results have been compared with Y-bus matrix method. The simulation results have illustrated that ANN is a good accuracy with simplicity in calculation. © 2011 IEEE. 2018-09-04T04:20:19Z 2018-09-04T04:20:19Z 2011-05-16 Conference Proceeding 21574847 21574839 2-s2.0-79955876239 10.1109/APPEEC.2011.5749101 https://www.scopus.com/inward/record.uri?partnerID=HzOxMe3b&scp=79955876239&origin=inward http://cmuir.cmu.ac.th/jspui/handle/6653943832/49918
institution	Chiang Mai University
building	Chiang Mai University Library
country	Thailand
collection	CMU Intellectual Repository
topic	Energy
spellingShingle	Energy P. Saypaserth S. Premrudeepreechacharn Allocating reactive power using artificial neural network
description	This paper presents a procedure for allocating reactive power using artificial neural network (ANN). Artificial neural network is trained based on data from Y-bus matrix. Training and testing of this ANN network have been done with five bus test system. Back propagation learning has been utilized to train the ANN. A numerical example on allocating reactive power using a feed forward back propagation algorithm has been provided. The simulation results have been compared with Y-bus matrix method. The simulation results have illustrated that ANN is a good accuracy with simplicity in calculation. © 2011 IEEE.
format	Conference Proceeding
author	P. Saypaserth S. Premrudeepreechacharn
author_facet	P. Saypaserth S. Premrudeepreechacharn
author_sort	P. Saypaserth
title	Allocating reactive power using artificial neural network
title_short	Allocating reactive power using artificial neural network
title_full	Allocating reactive power using artificial neural network
title_fullStr	Allocating reactive power using artificial neural network
title_full_unstemmed	Allocating reactive power using artificial neural network
title_sort	allocating reactive power using artificial neural network
publishDate	2018
url	https://www.scopus.com/inward/record.uri?partnerID=HzOxMe3b&scp=79955876239&origin=inward http://cmuir.cmu.ac.th/jspui/handle/6653943832/49918
_version_	1681423496470593536

Allocating reactive power using artificial neural network

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