Title :
High level model predictive control for plug-and-play process control with stability guaranty
Author :
Michelsen, Axel Gottlieb ; Stoustrup, Jakob
Author_Institution :
Dept. of Electron. Syst., Aalborg Univ., Aalborg, Denmark
Abstract :
In this paper a method for designing a stabilizing high level model predictive controller for a hierarchical plug and-play process is presented. This is achieved by abstracting the lower layers of the controller structure as low order models with uncertainty and by using a robust model predictive controller for generating the references for these. A simulation example, in which the actuators in a process control system are changed, is reported to show the potential of this approach for plug and play process control.
Keywords :
actuators; control system synthesis; field buses; hierarchical systems; predictive control; process control; robust control; uncertain systems; actuator; controller design; controller structure; hierarchical plug and-play process control; high level model predictive control; robust model predictive controller; stability; uncertainty; Actuators; Plugs; Predictive models; Process control; Sensors; Stability analysis;
Conference_Titel :
Decision and Control (CDC), 2010 49th IEEE Conference on
Conference_Location :
Atlanta, GA
Print_ISBN :
978-1-4244-7745-6
DOI :
10.1109/CDC.2010.5717183