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Direct data-driven recursive controller unfalsitication with analytic update

delete2007-12-01
delete45
PRE
AI
J
Jeroen van Helvoort *
B
Bram de Jager
M
M. Steinbuch
DOI:10.1016/j.automatica.2007.04.026delete
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Abstract

Abstract

En 中文
Unfalsified control is a data-driven, plant-model-free controller design method, which recursively falsifies controllers that fail to meet the specified performance requirement. In ellipsoidal unfalsified control, the region of controllers that are unfalsified, the unfalsified set, is described by an ellipsoid. Due to the combination of the performance requirement and controller structure, the approximate update of the unfalsified set can be computed analytically, resulting in a computationally cheap algorithm. Conditions for stability of ellipsoidal unfalsified control are presented, and the effectiveness of the proposed algorithm is shown in a simulation. (c) 2007 Elsevier Ltd. All rights reserved.
Keywords:
adaptive control
self-tuning control
stability analysis
unfalsified control
ellipsoidal unfalsified set
switching control
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Journal

Automatica cover
Automatica
IF:
5.9
Papers:
1.2W
Citations:
5.2W

Organization

E
Eindhoven University of Technology
Scholars:
1.6W
Papers: 1.5W
Citations: 2.2W
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