DocumentCode :
1767425
Title :
A generic approach to implementing finite-set model predictive control with a fixed switching frequency
Author :
Tomlinson, M. ; Mouton, T. ; Kennel, Ralph ; Stolze, P.
Author_Institution :
Univ. Stellenbosch, Stellenbosch, South Africa
fYear :
2014
fDate :
1-4 June 2014
Firstpage :
330
Lastpage :
335
Abstract :
This paper presents a generic approach to practically implementing a finite-set model predictive control strategy with a fixed switching frequency for high sampling rates. With conventional FS-MPC methods, the equations for describing the predictions of the controlled variables are derived specifically for each given topology. In this paper, a more generic approach is presented by using established state space control theory to develop a method for modelling and implementing an arbitrary topology. Numerical methods and the use of a symbolic computational toolbox is used for the calculation of off-line prediction equations and using a lookup table to reduce on-line computation time. An implementation scheme for an FPGA is discussed and experimental results are provided to confirm a successful design.
Keywords :
computational complexity; field programmable gate arrays; predictive control; state-space methods; symbol manipulation; table lookup; topology; FPGA; FS-MPC methods; finite-set model predictive control; fixed switching frequency; lookup table; off-line prediction equations; on-line computation time reduction; sampling rates; state space control theory; symbolic computational toolbox; topology; Clocks; Equations; Field programmable gate arrays; Mathematical model; Switches; Switching frequency;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Industrial Electronics (ISIE), 2014 IEEE 23rd International Symposium on
Conference_Location :
Istanbul
Type :
conf
DOI :
10.1109/ISIE.2014.6864634
Filename :
6864634
Link To Document :
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