Title :
Robust quasi-decentralized networked control of process systems
Author :
Sun, Yulei ; El-Farra, Nael H.
Author_Institution :
Dept. of Chem. Eng. & Mater. Sci., Univ. of California, Davis, CA, USA
Abstract :
This paper presents a quasi-decentralized networked control methodology for the robust stabilization of multi-unit plants whose constituent subsystems communicate over a shared resource-constrained communication network and are subject to time-varying external disturbances. The objective is to stabilize the plant while keeping the communication requirements to a minimum in order to reduce the unnecessary utilization of network resources. Initially, a local robust feedback controller is synthesized for each unit to account for the effect of the disturbances. Then the exchange of information between the local control systems is reduced by embedding, within each control system, a set of dynamic models that provide forecasts of the evolution of the plant units when measurements are not transmitted through the shared network, and updating the state of each model when communication is reestablished at discrete time instances. By analyzing the resulting combined discrete-continuous closed-loop system, a necessary and sufficient condition for robust stability of the networked closed-loop plant is obtained. The stability condition can be used to explicitly characterize the interplays between the update period, the degree of plant-model mismatch, the selection of the controller design parameters, the size of the disturbances and the size of the achievable ultimate bound on the closed-loop state. Finally, the implementation of the robust networked control structure is demonstrated through an application to a chemical plant example.
Keywords :
closed loop systems; continuous systems; control engineering computing; control system synthesis; decentralised control; discrete systems; feedback; robust control; time-varying systems; communication requirements; controller design parameters; discrete time instances; discrete-continuous closed-loop system; dynamic models; local control systems; local robust feedback controller; multiunit plants; necessary condition; network resources; networked closed-loop plant; plant-model mismatch; process systems; robust quasidecentralized networked control; robust stability; robust stabilization; shared network; shared resource-constrained communication network; stability condition; sufficient condition; time-varying external disturbances; Adaptive control; Communication networks; Communication system control; Control system synthesis; Control systems; Measurement units; Network synthesis; Predictive models; Process control; Robust control;
Conference_Titel :
Decision and Control, 2009 held jointly with the 2009 28th Chinese Control Conference. CDC/CCC 2009. Proceedings of the 48th IEEE Conference on
Conference_Location :
Shanghai
Print_ISBN :
978-1-4244-3871-6
Electronic_ISBN :
0191-2216
DOI :
10.1109/CDC.2009.5400354