Title :
Feasibility study for implementing model based predictive control in a Programmable Electronic Device
Author :
Celi, Miguel R. ; De Prada, Cesar ; Villegas, Thamara ; Sarabia, Daniel ; Aguilera, Asdrubal
Author_Institution :
Ind. Technol. Dept., Simon Bolivar Univ., Caracas, Venezuela
Abstract :
In this paper, the authors studied the implementation issues of an explicit model predictive controller on a programmable electronic device. For the implementation of this controller is considered the programmable controller architecture, hardware and software level, so the performance is optimized ensuring the feasibility of functioning. The main outcome is a series of recommendations to help implement the explicit MPC, which are applied to design the MPC of a DC-DC converter.
Keywords :
DC-DC power convertors; microcontrollers; performance evaluation; predictive control; programmable controllers; DC-DC converter; explicit model predictive controller; model based predictive control; programmable controller architecture; programmable electronic device; Clocks; Field programmable gate arrays; Mathematical model; Microcontrollers; Performance evaluation; Predictive models; Process control;
Conference_Titel :
Control and Automation (ICCA), 2011 9th IEEE International Conference on
Conference_Location :
Santiago
Print_ISBN :
978-1-4577-1475-7
DOI :
10.1109/ICCA.2011.6138059