Title :
Maximizing lower bound stability measure of finite precision PID controller realizations by nonlinear programming
Author :
Istepanian, Robert H. ; Wu, Jun ; Chu, Jian ; Whidborne, James F.
Author_Institution :
Dept. of Electr. & Electron. Eng., Portsmouth Univ., UK
Abstract :
This paper introduces a new lower bound stability measure with finite-word-length (FWL) considerations that provides a larger measure than existing bounds and gives a better estimation of the stability robustness of sampled data system with FWL controller implementations. The optimal realization problem of the digital PID controller with FWL considerations is addressed. This parametrization problem is formulated as a nonlinear programming problem with a maximum of four independent variables. A strategy based on Rosenbrock´s hill climbing algorithm to solve the optimal realization problem of digital PID realizations is developed, and the methodology is applied to a steel rolling mill to illustrate the effectiveness of the new measure
Keywords :
controllers; digital control; nonlinear programming; optimal control; process control; rolling mills; sampled data systems; stability; three-term control; PID controller; Rosenbrock hill climbing algorithm; digital control; finite-word-length controller; lower bound; nonlinear programming; optimal control; process control; robustness; sampled data system; stability measure; steel rolling mill; Control systems; Digital control; Eigenvalues and eigenfunctions; Optimal control; Robust control; Robust stability; Sampled data systems; Signal processing algorithms; Steel; Three-term control;
Conference_Titel :
American Control Conference, 1998. Proceedings of the 1998
Conference_Location :
Philadelphia, PA
Print_ISBN :
0-7803-4530-4
DOI :
10.1109/ACC.1998.703105