Title :
Tuning of discrete-time PID controllers in sensor network based control systems
Author :
Eriksson, Lasse ; Koivo, Heikki N.
Author_Institution :
Control Eng. Lab., Helsinki Univ. of Technol., Finland
Abstract :
This paper studies the tuning of discrete-time PID controllers for processes that are observed with sensor networks. It is assumed that a wireless sensor network gathers information from the process. The characteristics of sensor networks cause varying delays to the measurements, and the tuning of a discrete-time PID controller is studied in this framework. Controller tuning rules are developed by optimizing the performance of the closed-loop system with respect to certain cost criteria. Constrained optimization is used for finding optimal controller parameters and to guarantee the desired gain and phase margins and stability of the system even if the delay varies.
Keywords :
closed loop systems; delays; discrete time systems; optimal control; optimisation; stability; three-term control; tuning; wireless sensor networks; closed-loop system; constrained optimisation; controller tuning rule; discrete-time PID controller; optimal control parameter; sensor network based control system; system stability; Constraint optimization; Control systems; Cost function; Optimal control; Process control; Sensor phenomena and characterization; Sensor systems; Stability; Three-term control; Wireless sensor networks; PID controller; networked control; optimization; sensor networks; varying delay;
Conference_Titel :
Computational Intelligence in Robotics and Automation, 2005. CIRA 2005. Proceedings. 2005 IEEE International Symposium on
Print_ISBN :
0-7803-9355-4
DOI :
10.1109/CIRA.2005.1554303