DocumentCode
2883036
Title
Application of fuzzy decision making to the switching state selection in the predictive control of a Direct Matrix Converter
Author
Villarroel, Felipe ; Espinoza, José ; Rojas, Christian ; Molina, Claudio ; Rodríguez, José
Author_Institution
Univ. de Concepcion, Concepcion, Chile
fYear
2011
fDate
7-10 Nov. 2011
Firstpage
4272
Lastpage
4277
Abstract
The finite states model predictive control is a promising alternative in the field of the control of power converters. Its characteristics allow simple and flexible control schemes with fast dynamics. However, the standard formulation of this type of controllers, which is based on an aggregated cost function, requires suitable weighting factors for an adequate switching state selection. The specification of these factors depend on various parameters making it a non trivial process. In this work, an alternative is proposed that replaces the standard aggregated cost function with a fuzzy decision making strategy. This strategy retains the multiple attribute nature of the state selection. As a result, the possibility of a more natural and higher level design approach to the state selection process is opened. To introduce the technique, only objectives with equal importance are considered. Simulation results are presented to illustrate and validate the approach using the control of output and input currents in the Direct Matrix Converter.
Keywords
decision making; electric current control; fuzzy control; matrix convertors; predictive control; cost function; direct matrix converter; finite states model predictive control; fuzzy decision making strategy; input current control; output current control; power converter control; switching state selection; Cost function; Decision making; Predictive models; Switches; Vectors; Voltage control; AC-AC power conversion; control systems; current control; digital control; fuzzy logic; predictive control;
fLanguage
English
Publisher
ieee
Conference_Titel
IECON 2011 - 37th Annual Conference on IEEE Industrial Electronics Society
Conference_Location
Melbourne, VIC
ISSN
1553-572X
Print_ISBN
978-1-61284-969-0
Type
conf
DOI
10.1109/IECON.2011.6120010
Filename
6120010
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