Title :
Optimizing stability bounds of finite-precision PID controller structures
Author :
Chen, S. ; Wu, J. ; Istepanian, R.H. ; Chu, J.
Author_Institution :
Dept. of Electron. & Comput. Sci., Southampton Univ., UK
fDate :
11/1/1999 12:00:00 AM
Abstract :
This paper investigates a recently derived lower bound stability measure for sampled-data controller structures subject to finite-wordlength (FWL) constraints. The optimal realization of the digital PID controller with FWL considerations is formulated as a nonlinear optimization problem, and an efficient strategy based on adaptive simulated annealing (ASA) is adopted to solve this complex optimization problem. A numerical example of optimizing the finite-precision PID controller structure for a simulated steel rolling mill system is presented to illustrate the effectiveness of the proposed strategy
Keywords :
digital control; nonlinear programming; optimal control; realisation theory; roundoff errors; sampled data systems; simulated annealing; stability; three-term control; ASA; FWL constraints; adaptive simulated annealing; complex optimization problem; digital PID controller; finite-precision PID controller structures; finite-wordlength constraints; lower bound stability measure; nonlinear optimization; optimal realization; sampled-data controller structures; simulated steel rolling mill system; stability bound optimization; Control systems; Digital control; Industrial control; Milling machines; Optimal control; Optimization methods; Robust stability; Space technology; Steel; Three-term control;
Journal_Title :
Automatic Control, IEEE Transactions on