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Modeling of Hybrid Wind-Gas Power Generation System and Adaptive Neuro-Fuzzy Controller to Improve the System Performance

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dc.contributor.authorERDAL, HASAN
dc.contributor.authorsOguz, Yuksel; Guney, Irfan; Erdal, Hasan
dc.date.accessioned2022-03-12T17:48:48Z
dc.date.available2022-03-12T17:48:48Z
dc.date.issued2010
dc.description.abstractIn this study, dynamic modeling of the hybrid wind-gas power generation system (HWGPGS) is realized by using the MATLAB/Simulink program for purpose of meeting the electric energy needs of small settlement units far from city centers or energy distribution networks. Besides, Adaptive Neuro-Fuzzy Inference System (ANFIS) is used to ensure electrical output magnitudes of the hybrid power generation system at a desired operating performance. The components that build up the hybrid power generation system and its functions in the system are explained. In case the HWGPGS is loaded with different consumer loads, analysis of electrical magnitudes of the system is made through simulation results. As it can be seen from the results of simulation study realized for the hybrid power generation system, output electrical magnitudes of the ANFIS controlled system reach to desired operating values in a short time. (C) 2009 Wiley Periodicals: Inc. Comput Appl Eng Educ 18: 669-683, 2010: View this article online at wileyonlinelibrary.com; DOI 10.1002/cae.20271
dc.identifier.doi10.1002/cae.20271
dc.identifier.eissn1099-0542
dc.identifier.issn1061-3773
dc.identifier.urihttps://hdl.handle.net/11424/230013
dc.identifier.wosWOS:000284748200008
dc.language.isoeng
dc.publisherWILEY
dc.relation.ispartofCOMPUTER APPLICATIONS IN ENGINEERING EDUCATION
dc.rightsinfo:eu-repo/semantics/closedAccess
dc.subjecthybrid wind-gas power generation system
dc.subjectadaptive neuro-fuzzy inference system
dc.subjectMatlab/Simulink
dc.titleModeling of Hybrid Wind-Gas Power Generation System and Adaptive Neuro-Fuzzy Controller to Improve the System Performance
dc.typearticle
dspace.entity.typePublication
local.avesis.id1e268e9e-adf7-4d65-aace-c7d096ad9bc4
local.import.packageSS17
local.indexed.atWOS
local.indexed.atSCOPUS
local.journal.numberofpages15
oaire.citation.endPage683
oaire.citation.issue4
oaire.citation.startPage669
oaire.citation.titleCOMPUTER APPLICATIONS IN ENGINEERING EDUCATION
oaire.citation.volume18
relation.isAuthorOfPublication819a2e66-ead9-43dc-b167-2990f1787c41
relation.isAuthorOfPublication.latestForDiscovery819a2e66-ead9-43dc-b167-2990f1787c41

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