Wind parks equivalent models using system identification techniques based on nonlinear model structures

Kanellos, FD; Tsekouras, GJ; Mastorakis, NE

dc.contributor.author	Kanellos, FD	en
dc.contributor.author	Tsekouras, GJ	en
dc.contributor.author	Mastorakis, NE	en
dc.date.accessioned	2014-03-01T01:32:24Z
dc.date.available	2014-03-01T01:32:24Z
dc.date.issued	2009	en
dc.identifier.issn	11092734	en
dc.identifier.uri	https://dspace.lib.ntua.gr/xmlui/handle/123456789/20115
dc.relation.uri	http://www.scopus.com/inward/record.url?eid=2-s2.0-72449182366&partnerID=40&md5=f89f6e855463c6da1764a0efbaa9bc12	en
dc.relation.uri	http://www.wseas.us/e-library/transactions/circuits/2009/32-261.pdf	en
dc.subject	Modeling	en
dc.subject	System identification	en
dc.subject	Wind integration	en
dc.subject	Wind parks	en
dc.subject	Wind turbines	en
dc.subject.other	Equivalent model	en
dc.subject.other	High winds	en
dc.subject.other	Input/output datum	en
dc.subject.other	Internal state	en
dc.subject.other	Large power systems	en
dc.subject.other	Modeling systems	en
dc.subject.other	NARX models	en
dc.subject.other	Non-linear model structure	en
dc.subject.other	Paper models	en
dc.subject.other	Simulation result	en
dc.subject.other	System identification techniques	en
dc.subject.other	System identification theory	en
dc.subject.other	System identifications	en
dc.subject.other	Wind integration	en
dc.subject.other	Wind park	en
dc.subject.other	WP model	en
dc.subject.other	Earthquake resistance	en
dc.subject.other	Model structures	en
dc.subject.other	Parks	en
dc.subject.other	Wind power	en
dc.subject.other	Wind turbines	en
dc.subject.other	Simulators	en
dc.title	Wind parks equivalent models using system identification techniques based on nonlinear model structures	en
heal.type	journalArticle	en
heal.publicationDate	2009	en
heal.abstract	In this paper models of Wind Parks (WPs) appropriate for simulation purposes of large power systems with high wind power penetration are developed. The proposed models of the WPs are developed using system identification theory with NARX model structures. Data obtained from the simulation of detailed WP models are used for system identification. The obtained models are general and they can be applied to different configurations of WPs as only system's input/output data are used and not any internal states of the model. Simulation results confirm the accuracy and the advantages of the proposed wind parks equivalent models.	en
heal.journalName	WSEAS Transactions on Circuits and Systems	en
dc.identifier.volume	8	en
dc.identifier.issue	8	en
dc.identifier.spage	745	en
dc.identifier.epage	755	en