Title :
Finite-Set Model-Based Predictive Control for Flying-Capacitor Converters: Cost Function Design and Efficient FPGA Implementation
Author :
Vyncke, T.J. ; Thielemans, Steffen ; Melkebeek, Jan A.
Author_Institution :
Dept. of Electr. Energy, Syst. & Autom. (EESA), Ghent Univ. (UGent), Ghent, Belgium
Abstract :
Recently, there has been an increase in the use of finite-set model-based predictive control (FS-MBPC) for power-electronic converters. However, the computational burden for this control scheme is very high and often restrictive for a good implementation. This means that a suitable technology and design approach should be used. In this paper, the implementation of FS-MBPC for flying-capacitor converters in field-programmable gate arrays (FPGAs) is discussed. The control is fully implemented in programmable digital logic by using a high-level design tool. This allows us to obtain very good performances (both in control quality, speed, and hardware utilization) and have a flexible, modular control configuration. The good performance is obtained by exploiting the FPGA´s strong points: parallelism and pipelining. Furthermore, an improved cost function for the voltage control of the flying capacitors is proposed in this paper. Typical cost functions result in tracking control for the flying-capacitor voltages, although this does not correspond with the desired system behavior. The improved cost function offers a capacitor voltage control that corresponds more closely with the desired behavior and adds a limitation on the capacitor voltage deviation. Furthermore, the selection of the weight factor in the cost function becomes less critical.
Keywords :
field programmable gate arrays; power capacitors; power convertors; power electronics; predictive control; voltage control; FS-MBPC; capacitor voltage deviation; computational burden; cost function; cost function design; efficient FPGA implementation; field-programmable gate arrays; finite-set model-based predictive control; flying-capacitor converters; flying-capacitor voltages; high-level design tool; parallelism; pipelining; power-electronic converters; programmable digital logic; tracking control; voltage control; Capacitors; Cost function; Equations; FCC; Field programmable gate arrays; Mathematical model; Voltage control; Field-prgrammable gate array (FPGA) implementation; flying-capacitor converters (FCCs); model-based predictive control (MBPC); predictive control; programmable digital hardware;
Journal_Title :
Industrial Informatics, IEEE Transactions on
DOI :
10.1109/TII.2012.2223707