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Simultaneous Optimization of Structure and Control Systems Based on Convex Optimization - An approximate Approach -

볼록최적화에 의거한 구조계와 제어계의 동시최적화 - 근사적 어프로치 -

  • Published : 2003.08.01

Abstract

This paper considers a simultaneous optimization problem of structure and control systems. The problem is generally formulated as a non-convex optimization problem for the design parameters of mechanical structure and controller. Therefore, it is not easy to obtain the global solutions for practical problems. In this paper, we parameterize all design parameters of the mechanical structure such that the parameters work in the control system as decentralized static output feedback gains. Using this parameterization, we have formulated a simultaneous optimization problem in which the design specification is defined by the Η$_2$and Η$\_$$\infty$/ norms of the closed loop transfer function. So as to lead to a convex problem we approximate the nonlinear terms of design parameters to the linear terms. Then, we propose a convex optimization method that is based on linear matrix inequality (LMI). Using this method, we can surely obtain suboptimal solution for the design specification. A numerical example is given to illustrate the effectiveness of the proposed method.

Keywords

Simultaneous optimization;Linearization;Optimal Control;Descriptor System;Convex Optimization;Multi-objective Optimization

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