DocumentCode
3506363
Title
Chaos rejection and optimal dynamic response for boost converter using SPEA multi-objective optimization approach
Author
Rafiei, S.M.R. ; Amirahmadi, A. ; Griva, G.
Author_Institution
Dept. of Electr. Eng., Politec. di Torino, Turin, Italy
fYear
2009
fDate
3-5 Nov. 2009
Firstpage
3315
Lastpage
3322
Abstract
In this paper, we aim at designing a simple but optimal PID controller for a Boost converter to gain a set of favorite characteristics that is a good transient as well as steady state responses and switching stability. That is done by means of a multi-objective optimization approach called Strength Pareto algorithm, which is based on Pareto Optimality concept used in Game theory literature. In the first scenario, start up regime of the converted is optimized. Settling time and overshoot are taken as two objective functions while the PID controller´s gains (Kp, Ki, and Kd) are design variables. The program generates a set of optimal gains called Pareto Set corresponding to a Pareto Front, which is a set of optimal results for the objective functions. One can easily pick out any of the results based on its features and its own engineering view. Then maximum and minimum bands of the hard limiter in the loop are considered as additional variables which significantly improve the response. In another design, besides the large signal start up behavior, dynamic response of the converter is also optimized. Finally besides, optimal start up, a new objective function is defined ensuring switching stability and chaos rejection, a concept is of quite importance. Extensive simulation and some experimental results prove the superiority of the proposed design methodology to achieve a wide set of desired technical goals.
Keywords
Pareto optimisation; optimal control; power convertors; three-term control; SPEA; boost converter; chaos rejection; multi-objective optimization; optimal PID controller; optimal dynamic response; strength Pareto algorithm; Chaos; Design optimization; Game theory; Optimal control; Pareto optimization; Signal design; Stability; Steady-state; Switching converters; Three-term control; Boost Converter; Chaos; Game Theory; Large Signal Response; Optimization; PID Controller;
fLanguage
English
Publisher
ieee
Conference_Titel
Industrial Electronics, 2009. IECON '09. 35th Annual Conference of IEEE
Conference_Location
Porto
ISSN
1553-572X
Print_ISBN
978-1-4244-4648-3
Electronic_ISBN
1553-572X
Type
conf
DOI
10.1109/IECON.2009.5415056
Filename
5415056
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