Neurocontrol of Turbogenerators with Adaptive Critic Designs

Ganesh K. Venayagamoorthy; Donald C. Wunsch; Ronald G. Harley

doi:10.1109/AFRCON.1999.820927

Neurocontrol of Turbogenerators with Adaptive Critic Designs

Ganesh K. Venayagamoorthy
, Donald C. Wunsch
, Ronald G. Harley

Missouri University of Science and Technology

Research output: Contribution to journal › Article › peer-review

Abstract

This paper presents the design of a neuro-controller for a turbogenerator using a novel technique based on adaptive critic designs (ACD). This adaptive critic design based neuro-controller augments/replaces the traditional automatic voltage regulator (AVR) and the turbine governor of the generator. Simulation results are presented to show that neural network controllers with the ACD have the potential to control turbogenerators when system conditions and configuration changes.

Original language	American English
Journal	Proceedings of the IEEE Africon, 1999
DOIs	https://doi.org/10.1109/AFRCON.1999.820927
State	Published - Jan 1 1999

Keywords

Adaptive Critic Designs
Control Simulation
Control System Analysis
Control System Synthesis
Machine Control
Machine Theory
Neurocontroller Design
Neurocontrollers
System Conditions
System Configuration
Turbogenerator
Turbogenerators

Disciplines

Electrical and Computer Engineering

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10.1109/AFRCON.1999.820927License: Unspecified

Neurocontrol of Turbogenerators with Adaptive Critic DesignsFinal published version, 561 KBLicense: Unspecified

Cite this

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title = "Neurocontrol of Turbogenerators with Adaptive Critic Designs",

abstract = " This paper presents the design of a neuro-controller for a turbogenerator using a novel technique based on adaptive critic designs (ACD). This adaptive critic design based neuro-controller augments/replaces the traditional automatic voltage regulator (AVR) and the turbine governor of the generator. Simulation results are presented to show that neural network controllers with the ACD have the potential to control turbogenerators when system conditions and configuration changes.",

keywords = "Adaptive Critic Designs, Control Simulation, Control System Analysis, Control System Synthesis, Machine Control, Machine Theory, Neurocontroller Design, Neurocontrollers, System Conditions, System Configuration, Turbogenerator, Turbogenerators",

author = "Venayagamoorthy, \{Ganesh K.\} and Wunsch, \{Donald C.\} and Harley, \{Ronald G.\}",

year = "1999",

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AU - Harley, Ronald G.

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Y1 - 1999/1/1

N2 - This paper presents the design of a neuro-controller for a turbogenerator using a novel technique based on adaptive critic designs (ACD). This adaptive critic design based neuro-controller augments/replaces the traditional automatic voltage regulator (AVR) and the turbine governor of the generator. Simulation results are presented to show that neural network controllers with the ACD have the potential to control turbogenerators when system conditions and configuration changes.

AB - This paper presents the design of a neuro-controller for a turbogenerator using a novel technique based on adaptive critic designs (ACD). This adaptive critic design based neuro-controller augments/replaces the traditional automatic voltage regulator (AVR) and the turbine governor of the generator. Simulation results are presented to show that neural network controllers with the ACD have the potential to control turbogenerators when system conditions and configuration changes.

KW - Adaptive Critic Designs

KW - Control Simulation

KW - Control System Analysis

KW - Control System Synthesis

KW - Machine Control

KW - Machine Theory

KW - Neurocontroller Design

KW - Neurocontrollers

KW - System Conditions

KW - System Configuration

KW - Turbogenerator

KW - Turbogenerators

UR - https://scholarsmine.mst.edu/ele_comeng_facwork/1772

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DO - 10.1109/AFRCON.1999.820927

M3 - Article

JO - Proceedings of the IEEE Africon, 1999

JF - Proceedings of the IEEE Africon, 1999

ER -

Neurocontrol of Turbogenerators with Adaptive Critic Designs

Abstract

Keywords

Disciplines

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