Abstract
This paper first presents a general overview of Adaptive Critic Designs (ACDs) and their existing control applications. It describes the importance of the right choice of utility functions for the development of critic networks and their convergence to the cost-to-go function J. A closer look into the step by step derivation of a utility function for the design of an ACD nonlinear optimal neurocontroller to replace/augment the conventional controllers, the automatic voltage regulator and governor, in a power system consisting of a generator connected to the power grid is described and some results are presented.
Recommended Citation
G. K. Venayagamoorthy, "Choice of Utility Functions for Adaptive Critic Designs," Proceedings of the IEEE International Symposium on Intelligent Control, 2003, Institute of Electrical and Electronics Engineers (IEEE), Jan 2004.
The definitive version is available at https://doi.org/10.1109/ISIC.2003.1254689
Meeting Name
IEEE International Symposium on Intelligent Control, 2003
Department(s)
Electrical and Computer Engineering
Keywords and Phrases
Adaptive Critic Designs; Control Applications; Critic Networks; Utility Functions
Document Type
Article - Conference proceedings
Document Version
Final Version
File Type
text
Language(s)
English
Rights
© 2004 Institute of Electrical and Electronics Engineers (IEEE), All rights reserved.
Publication Date
01 Jan 2004
