DocumentCode
866149
Title
Robust tuning of power system stabilisers using a Lyapunov method based genetic algorithm
Author
Andreoiu, A. ; Bhattacharya, Kankar
Author_Institution
Dept. of Electr. Power Eng., Chalmers Univ. of Technol., Gothenburg, Sweden
Volume
149
Issue
5
fYear
2002
fDate
9/1/2002 12:00:00 AM
Firstpage
585
Lastpage
592
Abstract
A genetic algorithm based method is proposed to tune the parameters of a power system stabiliser (PSS). This method integrates the classical parameter optimisation approach, involving the solution of a Lyapunov equation, within a genetic search process. It also ensures that for any operating condition within a pre-defined domain, the system remains stable when subjected to small perturbations. The optimisation criterion employs a quadratic performance index that measures the quality of system dynamic response within the tuning process. The solution thus obtained is globally optimal and robust. The proposed method has been tested on two different PSS structures: the lead-lag PSS and the derivative PSS. System dynamic performances with PSS tuned using the proposed technique are highly satisfactory for different load conditions and system configurations.
Keywords
Lyapunov methods; control system analysis; control system synthesis; dynamic response; genetic algorithms; optimal control; performance index; power system control; power system stability; robust control; Lyapunov method; PSS parameter tuning; control design; control simulation; dynamic response; genetic algorithm; genetic search process; load conditions; optimisation criterion; power system configurations; power system stabilisers; quadratic performance index; robust tuning; tuning process;
fLanguage
English
Journal_Title
Generation, Transmission and Distribution, IEE Proceedings-
Publisher
iet
ISSN
1350-2360
Type
jour
DOI
10.1049/ip-gtd:20020600
Filename
1047630
Link To Document