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Selected Works of Donald C. Wunsch
Article
Experimental Verification of Derivatives Adaptive Critic Based Neurocontroller Performance on Single Turbogenerators on the Electric Power Grid
Proceedings of the 2002 International Joint Conference on Neural Networks, 2002. IJCNN '02
  • Ganesh K. Venayagamoorthy, Missouri University of Science and Technology
  • Donald C. Wunsch, Missouri University of Science and Technology
  • Ronald G. Harley
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Abstract

The design and real-time implementation of derivatives adaptive critic based neurocontrollers that replace the conventional automatic voltage regulators (AVRs) and turbine governors are presented in this paper. The feedback variables to the neurocontroller are completely based on local measurements from the turbogenerator. Experimental verification results are presented to show the superior performance of the derivatives adaptive critic based neurocontroller, compared to the conventional AVR and turbine governor controllers equipped with a power system stabilizer.

Meeting Name
2002 International Joint Conference on Neural Networks, 2002. IJCNN '02
Department(s)
Electrical and Computer Engineering
Keywords and Phrases
  • AVR,
  • Adaptive Control,
  • Automatic Voltage Regulators,
  • Control System Synthesis,
  • Derivatives Adaptive Critic Based Neurocontroller Performance,
  • Electric Power Grid,
  • Feedback,
  • Feedback Variables,
  • Neurocontroller Design,
  • Neurocontrollers,
  • Power Generation Control,
  • Power System Stabilizer,
  • Real-Time Neurocontroller Implementation,
  • Real-Time Systems,
  • Turbine Governors,
  • Turbogenerators
Document Type
Article - Conference proceedings
Document Version
Final Version
File Type
text
Language(s)
English
Rights
© 2002 Institute of Electrical and Electronics Engineers (IEEE), All rights reserved.
Publication Date
1-1-2002
Publication Date
01 Jan 2002
Disciplines
Citation Information
Ganesh K. Venayagamoorthy, Donald C. Wunsch and Ronald G. Harley. "Experimental Verification of Derivatives Adaptive Critic Based Neurocontroller Performance on Single Turbogenerators on the Electric Power Grid" Proceedings of the 2002 International Joint Conference on Neural Networks, 2002. IJCNN '02 (2002)
Available at: http://works.bepress.com/donald-wunsch/213/