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Please use this identifier to cite or link to this item: http://hdl.handle.net/10204/5659

Title: On the application of bezier surfaces for GA-Fuzzy controller design for use in automatic generation control
Authors: Boesack, CD
Marwala, T
Nelwamondo, FV
Keywords: Automatic generation control
GA-Fuzzy control system
Rule based systems
Issue Date: Mar-2012
Publisher: Elsevier
Citation: Boesack, CD, Marwala, T and Nelwamondo, FV. 2012. On the application of bezier surfaces for GA-Fuzzy controller design for use in automatic generation control. Energy Procedia, vol. 14, pp 457-463
Series/Report no.: Workflow;8427
Abstract: Automatic Generation Control (AGC) of large interconnected power systems are typically controlled by a PI or PID type control law. Recently intelligent control techniques such as GA-Fuzzy controllers have been widely applied within the power industry. This work presents a comparative study of conventional AGC control with that of a GAFuzzy controller. In particular this work focuses on the application of Bezier Surfaces in encoding the genetic problem for the Rule Base (RB) representing the fuzzy control surface. It is shown that favorable performance is obtained in the presence of power plant nonlinearities and Generation Rate Constraint (GRC).
Description: Copyright: 2011 Elsevier. This is an ABSTRACT ONLY.
URI: http://www.sciencedirect.com/science/article/pii/S1876610211043748
http://hdl.handle.net/10204/5659
ISSN: 1876-6102
Appears in Collections:Information security
Digital intelligence
General science, engineering & technology

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