DocumentCode
2314768
Title
Genetic Algorithm Based Robust Power System Stabilizer Design Using Taguchi Principle
Author
Karnik, S.R. ; Raju, A.B. ; Raviprakasha, M.S.
Author_Institution
Dept. of Electr. & Electron. Eng., B.V.B. Coll. of Eng. & Technol., Hubli
fYear
2008
fDate
16-18 July 2008
Firstpage
887
Lastpage
892
Abstract
Power system stabilizer (PSS) is used to damp out local mode oscillations of synchronous generators. PSS are usually designed to provide a proper phase lead which is load dependent. Thus, PSS parameters have to be adjusted at each operating condition. A novel robust PSS design based on Taguchi principle is presented in this paper that can properly function over a wide range of operating conditions and extend the machine loadability. In this approach, signal to noise ratio concept of Taguchi robust design is used to represent the optimization objective and the PSS parameters are searched by genetic algorithm (GA). The simulation results illustrate the effectiveness of the proposed stabilizer as it is applied to the single machine-infinite bus power system under wide range of loading conditions.
Keywords
Taguchi methods; control system synthesis; genetic algorithms; power system stability; robust control; search problems; Taguchi principle; genetic algorithm; machine loadability; optimization; robust power system stabilizer design; search problem; Algorithm design and analysis; Design engineering; Genetic algorithms; Genetic engineering; Noise robustness; Power engineering and energy; Power system dynamics; Power system stability; Power systems; Robust stability; Genetic algorithm; Taguchi robust design; power system dynamic stability;
fLanguage
English
Publisher
ieee
Conference_Titel
Emerging Trends in Engineering and Technology, 2008. ICETET '08. First International Conference on
Conference_Location
Nagpur, Maharashtra
Print_ISBN
978-0-7695-3267-7
Electronic_ISBN
978-0-7695-3267-7
Type
conf
DOI
10.1109/ICETET.2008.63
Filename
4580028
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