DocumentCode
2642776
Title
Design of LQG controllers for VSC HVDC transmission links using genetic algorithms
Author
Durrant, Martyn ; Werner, Herbert ; Abbott, Keith
Author_Institution
Institute of Control Systems, Hamburg University of Technology, 21073 Germany
fYear
2006
fDate
4-6 Oct. 2006
Firstpage
772
Lastpage
777
Abstract
In this paper a genetic algorithm (GA) approach to designing controllers for a VSC HVDC terminal is described. The controller is required to have good time domain performance, actuator usage roll-off and robustness across a range of operating points. Suitable controllers are found by direct search for LQG controllers that fulfill the series of performance and robustness objectives at characteristic points within the operating range, as built into an objective function suitable for use with genetic algorithms. The idea is extended to include as extra variables the elements of the constant Youla parameter associated with the LQG controller. Different formulations of the objective function are discussed and compared and the results demonstrated on a non-linear model of the plant.
Keywords
Algorithm design and analysis; Control systems; Converters; Genetic algorithms; HVDC transmission; Hydrogen; Power conversion; Robust control; Robustness; Uncertainty;
fLanguage
English
Publisher
ieee
Conference_Titel
Computer Aided Control System Design, 2006 IEEE International Conference on Control Applications, 2006 IEEE International Symposium on Intelligent Control, 2006 IEEE
Conference_Location
Munich, Germany
Print_ISBN
0-7803-9797-5
Electronic_ISBN
0-7803-9797-5
Type
conf
DOI
10.1109/CACSD-CCA-ISIC.2006.4776743
Filename
4776743
Link To Document