Title :
Communication-Delay-Distribution-Dependent Decentralized Control for Large-Scale Systems With IP-Based Communication Networks
Author :
Chen Peng ; Qing-Long Han ; Dong Yue
Author_Institution :
Centre for Intell. & Networked Syst., Central Queensland Univ., Rockhampton, QLD, Australia
Abstract :
This paper investigates the decentralized control for a large-scale system with an IP-based communication network. The decentralized controller design specifically takes the nonuniform communication-delay-distribution characteristic of the IP-based communication network into account. First, a networked decentralized control modeling for the large-scale system is proposed. The two main points are: 1) a decentralized controller is designed, which does not depend on the full-order state of the system and 2) the nonuniform communication-delay-distribution characteristic of the IP-based communication network is fully considered in the controller design. Second, if the probability distribution of communication delay is known a priori in the design process, sufficient stability and stabilization conditions for the networked large-scale system are derived in terms of linear matrix inequalities. It shows that, the solvability of the design depends not only on the probability distribution of the communication delay but also on the network topology. Finally, the design method is applied to two pendulums coupled by a spring and a quadruple-tank process. Simulation results demonstrate the effectiveness of the proposed method.
Keywords :
IP networks; control system synthesis; decentralised control; delays; large-scale systems; linear matrix inequalities; stability; statistical distributions; IP-based communication networks; communication-delay-distribution dependent decentralized control; decentralized controller design; design solvability; full-order system state; linear matrix inequalities; network topology; networked decentralized control modeling; networked large-scale system; nonuniform communication-delay-distribution characteristics; pendulums; probability distribution; quadruple-tank process; spring; sufficient stability conditions; sufficient stabilization conditions; Actuators; Communication networks; Delay; Distributed control; Large-scale systems; Sensors; Decentralized control; large-scale systems; linear matrix inequalities; networked control systems (NCSs); probability distribution;
Journal_Title :
Control Systems Technology, IEEE Transactions on
DOI :
10.1109/TCST.2012.2196573