DocumentCode :
581284
Title :
Comparison of Model Based Predictive Control and Fuzzy Logic Control of a DFIG with an Indirect Matrix Converter
Author :
Calvillo, C.F. ; Olloqui, A. ; Martell, F. ; Elizondo, J.L. ; Ávila, A. ; Macías, M.E. ; Rivera, M. ; Rodriguez, J.
Author_Institution :
Tecnol. de Monterrey, Monterrey, Mexico
fYear :
2012
fDate :
25-28 Oct. 2012
Firstpage :
6063
Lastpage :
6068
Abstract :
In this paper two control techniques: Finite States - Model Based Predictive Control (FS - MBPC) and Fuzzy Logic Control (FLC) are developed to obtain arbitrary output currents, needed in a variable speed Wind Energy Conversion System (WECS). In this study, the simulation performance between FS-MBPC and FLC of the rotor current in a Doubly Fed Induction Generator (DFIG) with an Indirect Matrix Converter is evaluated. The simulations were carried out with constant shaft speed, and constant ramp speed with arbitrary rotor current references. Both FS-MBPC and FLC showed very high performance, following smoothly and rapidly the current reference with a very low error. The FS-MBPC dynamic response is slightly better than of the FLC. However, fewer mathematical calculations, and less measured data, and fewer computational requirements suggest that FLC can be easier to implement in FPGAs instead of composite microprocessor-based control platforms.
Keywords :
asynchronous generators; dynamic response; field programmable gate arrays; fuzzy control; machine control; matrix convertors; microprocessor chips; predictive control; rotors; shafts; wind power; wind power plants; DFIG; FLC; FPGA; FS-MBPC dynamic response; WECS; arbitrary output currents; arbitrary rotor current references; composite microprocessor-based control platforms; constant ramp speed; constant shaft speed; doubly fed induction generator; finite states-model based predictive control; fuzzy logic control; indirect matrix converter; lMC; variable speed wind energy conversion system; Inverters; Predictive models; Rotors; Doubly Fed Induction Generator (DFIG); Fuzzy Logic Control; Indirect Matrix Converter (IMC); Model Based Predictive Control;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
IECON 2012 - 38th Annual Conference on IEEE Industrial Electronics Society
Conference_Location :
Montreal, QC
ISSN :
1553-572X
Print_ISBN :
978-1-4673-2419-9
Electronic_ISBN :
1553-572X
Type :
conf
DOI :
10.1109/IECON.2012.6389090
Filename :
6389090
Link To Document :
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