An operator-theoretic viewpoint to non-smooth dynamical systems: Koopman analysis of a hybrid pendulum

被引:0
|
作者
Govindarajan, Nithin [1 ]
Arbabi, Hassan [1 ]
van Blargian, Louis [1 ]
Matchen, Timothy [1 ]
Tegling, Emma [2 ]
Mezic, Igor [3 ]
机构
[1] Univ Calif Santa Barbara, Mech Engn, Santa Barbara, CA 93106 USA
[2] KTH Royal Inst Technol, Sch Elect Engn, SE-10044 Stockholm, Sweden
[3] Univ Calif Santa Barbara, Fac Mech Engn, Santa Barbara, CA 93106 USA
关键词
MODEL-REDUCTION;
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中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
We apply an operator-theoretic viewpoint to a class of non-smooth dynamical systems that are exposed to event-triggered state resets. The considered benchmark problem is that of a pendulum which receives a downward kick at certain fixed angles. The pendulum is modeled as a hybrid automaton and is analyzed from both a geometric perspective and the formalism of Koopman operator theory. A connection is drawn between these two interpretations of a dynamical system by establishing a link between the spectral properties of the Koopman operator and the geometric properties in the state space.
引用
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页码:6477 / 6484
页数:8
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