DocumentCode
2808380
Title
Evaluation of a load composition estimation method using synthetic data
Author
Sagi, Deepak R. ; Ranade, Satish J. ; Ellis, Abraham
Author_Institution
Klipsch Sch. of Electr. & Comput. Eng., New Mexico State Univ., Las Cruces, NM, USA
fYear
2005
fDate
23-25 Oct. 2005
Firstpage
582
Lastpage
588
Abstract
This paper explores a method for load composition estimation using fuzzy regression. The method is examined using synthetic data to test the accuracy and robustness. The results obtained show that aggregate load composition can be estimated with acceptable accuracy using assumed load component parameters.
Keywords
fuzzy set theory; load flow; regression analysis; aggregate load composition; fuzzy regression; load component parameters; load composition estimation method; synthetic data; Load management; Load modeling; Mathematical model; Power system dynamics; Power system modeling; Power system stability; Power system transients; Robustness; Testing; Voltage;
fLanguage
English
Publisher
ieee
Conference_Titel
Power Symposium, 2005. Proceedings of the 37th Annual North American
Print_ISBN
0-7803-9255-8
Type
conf
DOI
10.1109/NAPS.2005.1560592
Filename
1560592
Link To Document