Basin stability approach for quantifying responses of multistable systems with parameters mismatch

被引:32
作者
Brzeski, P. [1 ]
Lazarek, M. [1 ]
Kapitaniak, T. [1 ]
Kurths, J. [2 ,3 ,4 ,5 ]
Perlikowski, P. [1 ]
机构
[1] Lodz Univ Technol, Div Dynam, PL-90924 Lodz, Poland
[2] Potsdam Inst Climate Impact Res, D-14415 Potsdam, Germany
[3] Humboldt Univ, Inst Phys, D-12489 Berlin, Germany
[4] Nizhnii Novgorod State Univ, Dept Control Theory, Nizhnii Novgorod 603950, Russia
[5] Univ Aberdeen, Inst Complex Syst & Math Biol, Aberdeen AB24 3UE, Scotland
关键词
Basin stability; Multistable systems; Identification of solutions; VIBRATION ABSORBER; PERFORMANCE; ATTRACTORS; DESIGN;
D O I
10.1007/s11012-016-0534-8
中图分类号
O3 [力学];
学科分类号
08 ; 0801 ;
摘要
In this paper we propose a new method to detect and classify coexisting solutions in nonlinear systems. We focus on mechanical and structural systems where we usually avoid multistability for safety and reliability. We want to be sure that in the given range of parameters and initial conditions the expected solution is the only possible or at least has dominant basin of attraction. We propose an algorithm to estimate the probability of reaching the solution in given (accessible) ranges of initial conditions and parameters. We use a modified method of basin stability (Menck et al. in Nat Phys 9(2):89-92, 2013). In our investigation we examine three different systems: a Duffing oscillator with a tuned mass absorber, a bilinear impacting oscillator and a beam with attached rotating pendula. We present the results that prove the usefulness of the proposed algorithm and highlight its strengths in comparison with classical analysis of nonlinear systems (analytical solutions, path-following, basin of attraction ect.). We show that with relatively small computational effort (comparing to classical analysis) we can predict the behaviour of the system and select the ranges in parameter's space where the system behaves in a presumed way. The method can be used in all types of nonlinear complex systems.
引用
收藏
页码:2713 / 2726
页数:14
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