Subspace-based identification of a nonlinear spacecraft in the time and frequency domains

被引:70
作者
Noel, J. P. [1 ]
Marchesiello, S. [2 ]
Kerschen, G. [1 ]
机构
[1] Univ Liege, Dept Aerosp & Mech Engn, Space Struct & Syst Lab, B-4000 Liege, Belgium
[2] Politecn Torino, Dept Mech & Aerosp Engn, I-10129 Turin, Italy
关键词
Nonlinear system identification; Time- and frequency-domain subspace methods; Stabilisation diagram; Spacecraft structure; Non-smooth nonlinearities; SYSTEM-IDENTIFICATION; PARAMETERS; MODELS;
D O I
10.1016/j.ymssp.2013.10.016
中图分类号
TH [机械、仪表工业];
学科分类号
0802 ;
摘要
The objective of the present paper is to address the identification of a strongly nonlinear satellite structure. To this end, two nonlinear subspace identification methods formulated in the time and frequency domains are exploited, referred to as the TNSI and FNSI methods, respectively. The modal parameters of the underlying linear structure and the coefficients of the nonlinearities will be estimated by these two approaches based on periodic random measurements. Their respective merits will also be discussed in terms of both accuracy and computational efficiency and the use of stabilisation diagrams in nonlinear system identification will be introduced. The application of interest is the SmallSat spacecraft developed by EADS-Astrium, which possesses an impact-type nonlinear device consisting of eight mechanical stops limiting the motion of an inertia wheel mounted on an elastomeric interface. This application is challenging for several reasons including the non-smooth nature of the nonlinearities, high modal density and high non-proportional damping. (C) 2013 Elsevier Ltd. All rights reserved.
引用
收藏
页码:217 / 236
页数:20
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