Universiti Teknologi Malaysia Institutional Repository

Real power transfer allocation method with the application of radial basis function network

Abd. Khalid, Saiful Nizam and Mustafa, Mohd. Wazir and Khairuddin, Azhar and Abdullah, Shahrum Shah (2009) Real power transfer allocation method with the application of radial basis function network. International Review of Automatic Control, 2 (3). pp. 300-308. ISSN 1974-6059

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Abstract

This paper proposes a new method to identify the real power transfer between generators and load using modified nodal equations. It further focuses on creating an appropriate Radial Basis Function Network (RBFN) to solve the problem in a simpler and faster manner. For this purpose, two separate stages training algorithm have been chosen for the proposed RBFN power transfer allocation technique. Almost all system variables obtained from load flow solutions are utilised as input to the neural network. The validation of the proposed methodology is demonstrated by using the actual 25-bus equivalent power system of south Malaysia, to illustrate the effectiveness of the RBFN technique compared to that of the modified nodal equations method.

Item Type:Article
Uncontrolled Keywords:load flow, modified nodal equations method, radial basis function network and real power
Subjects:T Technology > T Technology (General)
T Technology > TK Electrical engineering. Electronics Nuclear engineering
Divisions:Electrical Engineering
ID Code:18974
Deposited By: Ramli Haron
Deposited On:29 Dec 2011 01:10
Last Modified:16 Dec 2013 03:31

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