Back to Search Start Over

Adaptive fuzzy reference model control of multi-machine power systems

Authors :
E. Swidenbank
M. Lown
R. Smith
B.W. Hogg
Source :
Fuzzy Sets and Systems. 102:59-70
Publication Year :
1999
Publisher :
Elsevier BV, 1999.

Abstract

This paper is concerned with the application of an adaptive fuzzy logic controller to both single and multi-machine power system simulations. Significant reductions in the amount of required calculations have been made which allow for a very computationally efficient design. A novel on-line training algorithm has been developed to reduce the error between the plant output and a reference model output. The controller is shown to provide excellent regulation for various disturbances over a wide range of operating conditions. Multi-machine analysis shows the ability of the fuzzy logic controller to damp multi-modal oscillations much more effectively than conventional algorithms.

Details

ISSN :
01650114
Volume :
102
Database :
OpenAIRE
Journal :
Fuzzy Sets and Systems
Accession number :
edsair.doi...........698cd5b0cf3bcefb840421055605d10e
Full Text :
https://doi.org/10.1016/s0165-0114(98)00203-6