Identification of a dynamical model of a thermally actuated deformable mirror
Author(s) -
Aleksandar Haber,
Alessandro Polo,
S. K. Ravensbergen,
H. P. Urbach,
Michel Verhaegen
Publication year - 2013
Publication title -
optics letters
Language(s) - English
Resource type - Journals
eISSN - 1071-2763
pISSN - 0146-9592
DOI - 10.1364/ol.38.003061
Subject(s) - deformable mirror , subspace topology , curse of dimensionality , identification (biology) , dynamical systems theory , optics , partial differential equation , physics , system identification , computer science , control theory (sociology) , adaptive optics , control (management) , artificial intelligence , data modeling , quantum mechanics , botany , database , biology
Using the subspace identification technique, we identify a finite dimensional, dynamical model of a recently developed prototype of a thermally actuated deformable mirror (TADM). The main advantage of the identified model over the models described by partial differential equations is its low complexity and low dimensionality. Consequently, the identified model can be easily used for high-performance feedback or feed-forward control. The experimental results show good agreement between the dynamical response predicted by the model and the measured response of the TADM.
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