DocumentCode :
2452268
Title :
A Hybrid Differential Artificial Bee Algorithm based tuning of fractional order controller for PMSM drive
Author :
Rajasekhar, Anguluri ; Pant, Millie ; Abraham, Ajith
Author_Institution :
Dept. of Electr. & Electron. Eng., Nat. Inst. of Technol., Warangal, India
fYear :
2011
fDate :
19-21 Oct. 2011
Firstpage :
1
Lastpage :
6
Abstract :
This article proposes a novel Hybrid Differential Artificial Bee Colony Algorithm (HDABCA), which combines Differential Evolution with Artificial Bee Colony Algorithm (ABCA), for designing the fractional order proportional-integral controller (FO-PI) in a surface-mounted Permanent Magnet Synchronous Motor (PMSM) drive. FOPI controllers´ parameters involve proportionality constant, integral constant and integral order, and hence its design is more intricate than that of usual integral-order proportional-integral controller. Here the synthesis of controller is done according to the objective function considered. In order to digitally realize the fractional order PI controller, an Oustaloup approximation method is used. Simulations and comparisons of proposed HD-ABCA with conventional methods demonstrate the superiority of the proposed approach, especially for actuating fractional order plants.
Keywords :
control system synthesis; mathematical programming; three-term control; Oustaloup approximation method; PI controller; PMSM drive; differential evolution; fractional order controller tuning; fractional order proportional integral controller; hybrid differential artificial bee algorithm; integral order proportional integral controller; surface mounted permanent magnet synchronous motor drive; Algorithm design and analysis; Approximation methods; Mathematical model; Optimization; Permanent magnet motors; Torque; Vectors;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Nature and Biologically Inspired Computing (NaBIC), 2011 Third World Congress on
Conference_Location :
Salamanca
Print_ISBN :
978-1-4577-1122-0
Type :
conf
DOI :
10.1109/NaBIC.2011.6089408
Filename :
6089408
Link To Document :
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