Title :
Adaptive control of linear modal systems using Residual Mode Filters and a simple disturbance estimator
Author :
Balas, M.J. ; Frost, S.A.
Author_Institution :
Dept. of Electr. & Comput. Eng., Univ. of Wyoming, Laramie, WY, USA
fDate :
June 29 2011-July 1 2011
Abstract :
Flexible structures containing a large number of modes can benefit from adaptive control techniques which are well suited to applications that have unknown modeling parameters and poorly known operating conditions. In this paper, we focus on a direct adaptive control approach that has been extended to handle adaptive rejection of persistent disturbances. We extend our adaptive control theory to accommodate troublesome modal subsystems of a plant that might inhibit the adaptive controller. In some cases the plant does not satisfy the requirements of Almost Strict Positive Realness. Instead, there maybe be a modal subsystem that inhibits this property. This section will present new results for our adaptive control theory. We will modify the adaptive controller with a Residual Mode Filter (RMF) to compensate for the troublesome modal subsystem, or the Q modes. Here we present the theory for adaptive controllers modified by RMFs, with attention to the issue of disturbances propagating through the Q modes. We apply the theoretical results to a flexible structure example to illustrate the behavior with and without the residual mode filter.
Keywords :
adaptive control; filtering theory; flexible structures; adaptive control theory; adaptive rejection; almost strict positive realness; flexible structures; linear modal systems; modal subsystem; persistent disturbances; residual mode filters; simple disturbance estimator; Adaptation models; Adaptive control; Filtering theory; Flexible structures; Generators; Stability analysis; Vectors;
Conference_Titel :
American Control Conference (ACC), 2011
Conference_Location :
San Francisco, CA
Print_ISBN :
978-1-4577-0080-4
DOI :
10.1109/ACC.2011.5991208