ResearchSpace

On the application of bezier surfaces for GA-Fuzzy controller design for use in automatic generation control

Show simple item record

dc.contributor.author Boesack, CD
dc.contributor.author Marwala, T
dc.contributor.author Nelwamondo, Fulufhelo V
dc.date.accessioned 2012-03-19T08:20:50Z
dc.date.available 2012-03-19T08:20:50Z
dc.date.issued 2012-03
dc.identifier.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 en_US
dc.identifier.issn 1876-6102
dc.identifier.uri http://www.sciencedirect.com/science/article/pii/S1876610211043748
dc.identifier.uri http://hdl.handle.net/10204/5659
dc.description Copyright: 2011 Elsevier. This is an ABSTRACT ONLY. en_US
dc.description.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). en_US
dc.language.iso en en_US
dc.publisher Elsevier en_US
dc.relation.ispartofseries Workflow;8427
dc.subject Automatic generation control en_US
dc.subject GA-Fuzzy control system en_US
dc.subject Rule based systems en_US
dc.title On the application of bezier surfaces for GA-Fuzzy controller design for use in automatic generation control en_US
dc.type Article en_US
dc.identifier.apacitation Boesack, C., Marwala, T., & Nelwamondo, F. V. (2012). On the application of bezier surfaces for GA-Fuzzy controller design for use in automatic generation control. http://hdl.handle.net/10204/5659 en_ZA
dc.identifier.chicagocitation Boesack, CD, T Marwala, and Fulufhelo V Nelwamondo "On the application of bezier surfaces for GA-Fuzzy controller design for use in automatic generation control." (2012) http://hdl.handle.net/10204/5659 en_ZA
dc.identifier.vancouvercitation Boesack C, Marwala T, Nelwamondo FV. On the application of bezier surfaces for GA-Fuzzy controller design for use in automatic generation control. 2012; http://hdl.handle.net/10204/5659. en_ZA
dc.identifier.ris TY - Article AU - Boesack, CD AU - Marwala, T AU - Nelwamondo, Fulufhelo V AB - 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). DA - 2012-03 DB - ResearchSpace DP - CSIR KW - Automatic generation control KW - GA-Fuzzy control system KW - Rule based systems LK - https://researchspace.csir.co.za PY - 2012 SM - 1876-6102 T1 - On the application of bezier surfaces for GA-Fuzzy controller design for use in automatic generation control TI - On the application of bezier surfaces for GA-Fuzzy controller design for use in automatic generation control UR - http://hdl.handle.net/10204/5659 ER - en_ZA


Files in this item

Thumbnail
Name: Nelwamondo_2012_A ...
Size: 122.7Kb
Format: PDF
View/Open

This item appears in the following Collection(s)

Show simple item record