Abstract

This paper compares the performances of a multilayer perceptron neurocontroller and a radial basis function neurocontroller for backpropagation through time based indirect adaptive control of the synchronous generator. Also, the neurocontrollers are compared with the conventional controller for small as well as large disturbances to the power system

Meeting Name

2002 International Joint Conference onNeural Networks, 2002. IJCNN '02

Department(s)

Electrical and Computer Engineering

Keywords and Phrases

Adaptive Control; Backpropagation; Damping; Learning; Multilayer Perceptrons; Neurocontrol; Neurocontrollers; Power System Control; Power System Transient Stability; Radial Basis Function Networks; Radial Basis Function Neural Network; Synchronous Generators; Time Based Indirect Adaptive Control; Transient Stability

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.

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