Title :
Networked control of spatially distributed processes with sensor-controller communication constraints
Author :
Sun, Yulei ; Ghantasala, Sathyendra ; El-Farra, Nael H.
Author_Institution :
Dept. of Chem. Eng. & Mater. Sci., Univ. of California, Davis, CA, USA
Abstract :
This work presents a methodology for the design of a model-based networked control system for spatially distributed processes described by linear parabolic partial differential equations (PDEs) with measurement sensors that transmit their data to the controller/actuators over a bandwidth-limited communication network. The central design objective is to minimize the transfer of information from the sensors to the controller without sacrificing closed-loop stability. To accomplish this, a finite-dimensional model that captures the dominant dynamic modes of the PDE is embedded in the controller to provide it with an estimate of those modes when measurements are not transmitted through the network, and the model state is then updated using the actual measurements provided by the sensors at discrete time instances. Bringing together tools from switched systems, infinite-dimensional systems and singular perturbations, a precise characterization of the minimum stabilizing sensor-controller communication frequency is obtained under both state and output feedback control. The stability criteria are used to determine the optimal sensor and actuator configurations that maximize the networked closed-loop system´s robustness to communication suspensions. The proposed methodology is illustrated using a simulation example.
Keywords :
actuators; closed loop systems; control engineering computing; control system synthesis; discrete time systems; distributed control; feedback; linear systems; multidimensional systems; optimal control; parabolic equations; partial differential equations; robust control; sensors; time-varying systems; actuator; bandwidth-limited communication network; closed-loop stability criteria; discrete time instance; finite-dimensional model; linear parabolic PDE; model-based networked control system design; optimal sensor-controller communication constraint; output feedback control; partial differential equation; robustness; spatially distributed process; switched system; Communication networks; Communication system control; Design methodology; Distributed control; Hydraulic actuators; Networked control systems; Partial differential equations; Sensor phenomena and characterization; Sensor systems; Time measurement;
Conference_Titel :
American Control Conference, 2009. ACC '09.
Conference_Location :
St. Louis, MO
Print_ISBN :
978-1-4244-4523-3
Electronic_ISBN :
0743-1619
DOI :
10.1109/ACC.2009.5160483