DocumentCode
3321359
Title
Conditioning analysis of parameter estimation in a synchronous generator
Author
Vélez-Reyes, Miguel ; Jauregui, Lida
Author_Institution
Center for Power Electron. Syst., Puerto Rico Univ., Mayaguez, Puerto Rico
fYear
2001
fDate
2001
Firstpage
285
Lastpage
291
Abstract
This paper presents the conditioning analysis of the parameter estimation problem for a synchronous generator. The analysis is performed in a small signal model of the generator. Results demonstrate the ill conditioning of the problem. Methodologies to handle the ill conditioning are presented. The proposed methodologies represent different ways to incorporate prior information about the synchronous generator parameter estimation problem to regularize the parameter estimates
Keywords
machine theory; parameter estimation; synchronous generators; conditioning analysis; ill conditioning; parameter estimates regularisation; parameter estimation; small signal model; synchronous generator; Gaussian processes; Jacobian matrices; Least squares approximation; Newton method; Parameter estimation; Power system modeling; Predictive models; Senior members; Sensitivity analysis; Synchronous generators;
fLanguage
English
Publisher
ieee
Conference_Titel
Electric Machines and Drives Conference, 2001. IEMDC 2001. IEEE International
Conference_Location
Cambridge, MA
Print_ISBN
0-7803-7091-0
Type
conf
DOI
10.1109/IEMDC.2001.939313
Filename
939313
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