Title :
FPGA implementation of online finite-set model based predictive control for power electronics
Author :
Thielemans, S. ; Vyncke, T.J. ; Jacxsens, M. ; Melkebeek, J.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 model based predictive control (MBPC) for power-electronic converters. MBPC allows fast and accurate control of multiple controlled variables for hybrid systems such as a power electronic converter and its load. The computational burden for this control scheme however 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 finite-set MBPC (FS-MBPC) 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 to obtain very good performances (both in control quality, speed and hardware utilization) and have a flexible, modular control configuration. The feasibility and performance of the FPGA implementation of FS-MBPC is discussed in this paper for a 4-level flying-capacitor converter (FCC). This is an interesting application as FS-MBPC allows the simultaneous control of the output current and the capacitor voltages, yet the high number of possible switch states results in a high computational load. The good performance is obtained by exploiting the FPGA´s strong points: parallelism and pipe-lining. In the application discussed in this paper the parallel processing for the three converter phases and a fully pipelined calculation of the prediction stage allow to realize an area-time efficient implementation.
Keywords :
capacitors; field programmable gate arrays; power convertors; FPGA implementation; area-time efficient implementation; field-programmable gate arrays; flying-capacitor converter; online finite-set model based predictive control; pipe-lining; power electronic converter; Capacitors; Field programmable gate arrays; Inverters; Mathematical model; Switches; Voltage control; Voltage measurement; FPGA implementation; MBPC; flying-capacitor inverters; predictive control; programmable digital hardware;
Conference_Titel :
Predictive Control of Electrical Drives and Power Electronics (PRECEDE), 2011 Workshop on
Conference_Location :
Munich
Print_ISBN :
978-1-4577-1912-7
DOI :
10.1109/PRECEDE.2011.6079085