Title :
Optimizing stability bounds of finite-precision PID controllers using adaptive simulated annealing
Author :
Chen, S. ; Istepanian, R.H. ; Wu, J.
Author_Institution :
Dept. of Electr. & Electron. Eng., Portsmouth Polytech., UK
Abstract :
Based on a lower bound stability measure for sampled-data controller structures subject to finite-word-length (FWL) constraints, the optimal realization of the digital PID controller with FWL considerations is formulated as a nonlinear optimization problem. An efficient strategy based on adaptive simulated annealing is adopted to solve this complex optimization problem. A numerical example of optimizing the finite-precision PID controller for a steel rolling mill system is used to demonstrate the effectiveness of the proposed method
Keywords :
digital control; process control; rolling mills; sampled data systems; simulated annealing; stability; three-term control; PID controllers; adaptive simulated annealing; digital control; finite-word-length constraints; lower bound; optimization; process control; rolling mill; sampled-data systems; stability; steel industry; Constraint optimization; Control systems; Digital control; Milling machines; Optimal control; Optimization methods; Simulated annealing; Stability; Steel; Three-term control;
Conference_Titel :
American Control Conference, 1999. Proceedings of the 1999
Conference_Location :
San Diego, CA
Print_ISBN :
0-7803-4990-3
DOI :
10.1109/ACC.1999.786381