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Comparison of a Heuristic Dynamic Programming and a Dual Heuristic Programming Based Adaptive Critics Neurocontroller for a Turbogenerator
Como, Italy July 24-July 27
DOI Bookmark: http://doi.ieeecomputersociety.org/10.1109/IJCNN.2000.861309IEEE-INNS-ENNS International Joint Co ...
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Ganesh K Venayagamoorthy, Ronald G Harley, Donald C Wunsch Ii, "Comparison of a Heuristic Dynamic Programming and a Dual Heuristic Programming Based Adaptive Critics Neurocontroller for a Turbogenerator," Neural Networks, IEEE - INNS - ENNS International Joint Conference on, vol. 3, pp. 3233, IEEE-INNS-ENNS International Joint Conference on Neural Networks (IJCNN'00)-Volume 3, 2000.
 
 
BibTex
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@article{ 10.1109/IJCNN.2000.861309,
author = {Ganesh K Venayagamoorthy and Ronald G Harley and Donald C Wunsch Ii},
title = {Comparison of a Heuristic Dynamic Programming and a Dual Heuristic Programming Based Adaptive Critics Neurocontroller for a Turbogenerator},
journal ={Neural Networks, IEEE - INNS - ENNS International Joint Conference on},
volume = {3},
year = {2000},
issn = {1098-7576},
pages = {3233},
doi = {http://doi.ieeecomputersociety.org/10.1109/IJCNN.2000.861309},
publisher = {IEEE Computer Society},
address = {Los Alamitos, CA, USA},
}
 
 
RefWorks Procite/RefMan/Endnote
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TY - CONF
JO - Neural Networks, IEEE - INNS - ENNS International Joint Conference on
TI - Comparison of a Heuristic Dynamic Programming and a Dual Heuristic Programming Based Adaptive Critics Neurocontroller for a Turbogenerator
SN - 1098-7576
SP
EP
A1 - Ganesh K Venayagamoorthy,
A1 - Ronald G Harley,
A1 - Donald C Wunsch Ii,
PY - 2000
VL - 3
JA - Neural Networks, IEEE - INNS - ENNS International Joint Conference on
ER -
 
Ganesh K Venayagamoorthy, University of Natal
Ronald G Harley, Georgia Institute of Technology
Donald C Wunsch Ii, University of Missouri at Rolla
This paper presents the design of a neurocontroller for a turbogenerator that augments/replaces the conventional Automatic Voltage Regulator (AVR) and the turbine governor. The neurocontroller uses a novel technique based on the Adaptive Critic Designs (ACDs) with emphasis on Heuristic Dynamic Programming (HDP) and Dual Heuristic Programming (DHP). Results are presented to show that the DHP based neurocontroller is robust and performs better than the HDP based neurocontroller, as well as the conventional controller, especially when the system conditions and configuration changes.
Citation:
Ganesh K Venayagamoorthy, Ronald G Harley, Donald C Wunsch Ii, "Comparison of a Heuristic Dynamic Programming and a Dual Heuristic Programming Based Adaptive Critics Neurocontroller for a Turbogenerator," ijcnn, vol. 3, pp.3233, IEEE-INNS-ENNS International Joint Conference on Neural Networks (IJCNN'00)-Volume 3, 2000
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