Title :
Multisampled hybrid model predictive control for pulse-width modulated systems
Author :
Fischer, Claudia ; Mariéthoz, Sébastien ; Morari, Manfred
Author_Institution :
Autom. Control Lab., ETH Zurich, Zurich, Switzerland
Abstract :
This paper deals with the model predictive control (MPC) of pulse-width modulated (PWM) systems. Hybrid models that predict the switched behaviour of PWM systems are investigated in order to formulate control objectives such as minimising the non-linear distortion or the power losses as it is typically desired in many power electronics applications. To obtain tractable problems, the PWM system dynamics are approximated by hybrid models where the time is quantised. The switching constraints are modelled employing binary variables. Two MPC schemes with different receding horizon policies are investigated to solve the resulting MILP or MIQP at each sampling period. Applying the proposed multisampled hybrid model predictive control scheme to a buck converter system, it is shown that recomputing the optimal solution to the problem at regular intervals during the switching period provides a better rejection of disturbances.
Keywords :
PWM power convertors; distortion; losses; machine control; power electronics; predictive control; switching convertors; MILP; MIQP; MPC scheme; PWM system dynamics; PWM systems switched behaviour; buck converter system; control objectives; disturbances rejection; multisampled hybrid model predictive control; nonlinear distortion; power electronics application; power loss; pulse-width modulated systems; sampling period; switching constraints; Approximation methods; Optimization; Predictive models; Pulse width modulation; Simulation; Switches;
Conference_Titel :
Decision and Control and European Control Conference (CDC-ECC), 2011 50th IEEE Conference on
Conference_Location :
Orlando, FL
Print_ISBN :
978-1-61284-800-6
Electronic_ISBN :
0743-1546
DOI :
10.1109/CDC.2011.6161290