@inproceedings{7574bc9e6fae4f38aa8b3d5b82874077,
title = "Reactive power allocation using support vector machine",
abstract = "This paper proposes a new modified nodal equations (MNE) method to identify the reactive power transfer between generators and load. It further focuses on creating an appropriate support vector machine (SVM) in which support vector regression is used as an estimator to solve the same problem in a simpler and faster manner. Almost all system variables obtained from load flow solutions are utilized as input to the SVM. The actual 25-bus equivalent power system of south Malaysia is utilized as a test system to illustrate the effectiveness of the SVM technique compared to that of the modified nodal equations method.",
keywords = "Load flow, Modified nodal equations method, Radial basis function network, Reactive power and support vector machine",
author = "Mustafa, {M. W.} and Khalid, {S. N.} and A. Khairuddin and H. Shareef",
note = "Funding Information: The authors wish to acknowledge the Ministry of Science, Technology and Innovation (MOSTI) of Malaysia for the financial funding of this project.; International Multi-Conference on Complexity, Informatics and Cybernetics, IMCIC 2010 ; Conference date: 06-04-2010 Through 09-04-2010",
year = "2010",
language = "English",
series = "IMCIC 2010 - International Multi-Conference on Complexity, Informatics and Cybernetics, Proceedings",
publisher = "International Institute of Informatics and Systemics, IIIS",
pages = "41--46",
editor = "Jorge Baralt and Savoie, {Michael J.} and Hsing-Wei Chu and Zinn, {C. Dale} and Callaos, {Nagib C.}",
booktitle = "IMCIC 2010 - International Multi-Conference on Complexity, Informatics and Cybernetics, Proceedings",
}