Abstract

This paper presents the design of a continually online trained (COT) artificial neural network (ANN) controller for a laboratory turbogenerator system connected to the infinite bus through a transmission line in real time. Two COT ANNs are used for the implementation: one ANN to identify the complex nonlinear dynamics of the power system, and the other ANN to control the turbogenerator. Practical results are presented to show that COT ANN controllers can control turbogenerators under steady state as well as transient conditions in the laboratory environment

Meeting Name

International Joint Conference on Neural Networks, 1999. IJCNN '99

Department(s)

Electrical and Computer Engineering

Keywords and Phrases

Continually Online Trained Neural Net; Dynamics; Infinite Bus; Neurocontrollers; Nonlinear Dynamics; Power System Control; Power System Identification; Transient Response; Turbogenerators

Document Type

Article - Conference proceedings

Document Version

Final Version

File Type

text

Language(s)

English

Rights

© 1999 Institute of Electrical and Electronics Engineers (IEEE), All rights reserved.

Full Text Link

Share

 
COinS