By Topic

On-line identification of series capacitive reactance compensator in a multimachine power system using a radial basis function neural network

Sign In

Cookies must be enabled to login.After enabling cookies , please use refresh or reload or ctrl+f5 on the browser for the login options.

Formats Non-Member Member
$31 $13
Learn how you can qualify for the best price for this item!
Become an IEEE Member or Subscribe to
IEEE Xplore for exclusive pricing!
close button

puzzle piece

IEEE membership options for an individual and IEEE Xplore subscriptions for an organization offer the most affordable access to essential journal articles, conference papers, standards, eBooks, and eLearning courses.

Learn more about:

IEEE membership

IEEE Xplore subscriptions

2 Author(s)
Wei Qiao ; Sch. of Electr. & Comput. Eng., Georgia Inst. of Technol., Atlanta, GA ; Harley, R.G.

With a properly designed external controller, the series capacitive reactance compensator (SCRC) can be used to damp low frequency power oscillations in a power network. Conventionally, linear control techniques are used to design the external controller for a SCRC around a specific operating point where the nonlinear system equations are linearized. However, at other operating points its performance degrades. The indirect adaptive neuro-control scheme offers an attractive approach to overcome this SCRC control problem. As an essential part of this control scheme, an adaptive neuro-identifier has to be firstly designed in order to provide an accurate dynamic plant model for the design of the external neuro-controller. In this paper, an adaptive neuro-identifier using a radial basis function neural network (RBFNN) is proposed for on-line identification of an SCRC connected to a multi-machine power system. Results are included to show that this RBF neuro-identifier continuously tracks the plant dynamics with good precision

Published in:

Power Engineering Society Inaugural Conference and Exposition in Africa, 2005 IEEE

Date of Conference:

11-15 July 2005