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 :
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