Title :
Constrained H∞ Mixed-Sensitivity Optimization for Infinite-Dimensional Plants: Applications to Thermal, Structural, and Aircraft Systems
Author :
Cifdaloz, Oguzhan ; Cartagena, Daniel G. ; Rodriguez, Armando A.
Author_Institution :
Arizona State Univ., Tempe, AZ
Abstract :
This paper shows how H∞ near-optimal finite-dimensional compensators may be designed for linear time invariant (LTI) infinite-dimensional plants subject to convex constraints. The infinite-dimensional plant is approximated by a finite dimensional approximant. The Youla parameterization is used to parameterize the set of all stabilizing LTI controllers and formulate a weighted mixed-sensitivity H∞ optimization that is convex in the Youla Q-parameter. A finite-dimensional (real-rational) stable basis is used to approximate the Q-parameter. By so doing, we transform the associated infinite-dimensional optimization problem to a finite-dimensional optimization problem involving a search over a finite-dimensional parameter space. In addition to solving weighted mixed-sensitivity H∞ control system design problems, subgradient concepts are used to directly accommodate time-domain specifications (e.g. peak value of control action) in the design process. As such, we provide a systematic design methodology for a large class of infinite-dimensional plant control system design problems. In short, the approach taken permits a designer to address control system design problems for which no direct method exists. Convergence results are presented. Illustrative examples for thermal, structural, and aircraft systems are provided
Keywords :
H∞ control; H∞ optimisation; aircraft control; approximation theory; control system synthesis; gradient methods; linear systems; multidimensional systems; search problems; H∞ control system design; H∞ mixed-sensitivity optimization; Youla parameterization; aircraft systems; finite dimensional approximation; finite-dimensional compensators; finite-dimensional optimization; infinite-dimensional optimization; infinite-dimensional plants; linear time invariant plant; structural system; subgradient concepts; thermal system; time-domain specifications; Aircraft manufacture; Application software; Composite materials; Constraint optimization; Control systems; Design methodology; Design optimization; Differential equations; Educational technology; Packaging;
Conference_Titel :
Decision and Control, 2006 45th IEEE Conference on
Conference_Location :
San Diego, CA
Print_ISBN :
1-4244-0171-2
DOI :
10.1109/CDC.2006.377175