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具有色噪声的受简谐驱动三稳态势中的随机共振与分岔

Stochastic resonance and bifurcations in a harmonically driven tri-stable potential with colored noise.

作者信息

Zhang Yanxia, Jin Yanfei, Xu Pengfei

机构信息

Department of Mechanics, Beijing Institute of Technology, Beijing 100081, China.

出版信息

Chaos. 2019 Feb;29(2):023127. doi: 10.1063/1.5053479.

Abstract

Stochastic resonance (SR) and stochastic bifurcations are investigated numerically in a nonlinear tri-stable system driven by colored noise and a harmonic excitation. The power spectral density, signal-to-noise ratio, stationary probability density (SPD), and largest Lyapunov exponent (LLE) are calculated to quantify SR, P-bifurcation, and D-bifurcation, respectively. The effects of system parameters, such as noise intensity and correlation time, well-depth ratio, and damping coefficient, on SR and stochastic bifurcations are explored. Numerical results show that both noise-induced suppression and SR can be observed in this system. The SPD changes from bimodal to trimodal and then to the unimodal structure by choosing well-depth ratio, correlation time, and noise intensity as bifurcation parameters, which shows the occurrence of stochastic P-bifurcation. The stochastic D-bifurcation is found through the calculation of LLE. Moreover, the relationship between SR and stochastic bifurcation is explored thoroughly. It indicates that the optimal SR occurs near D-bifurcation and can be realized with weak chaos by adjusting the proper parameters. Finally, the tri-stable energy harvester is chosen as an example to show the improvement of the system performance by exploiting SR and stochastic bifurcations.

摘要

在由有色噪声和谐波激励驱动的非线性三稳态系统中,对随机共振(SR)和随机分岔进行了数值研究。计算了功率谱密度、信噪比、稳态概率密度(SPD)和最大Lyapunov指数(LLE),分别用于量化SR、P分岔和D分岔。探讨了系统参数,如噪声强度和相关时间、阱深比和阻尼系数,对SR和随机分岔的影响。数值结果表明,在该系统中既可以观察到噪声诱导的抑制,也可以观察到SR。通过选择阱深比、相关时间和噪声强度作为分岔参数,SPD从双峰结构变为三峰结构,然后变为单峰结构,这表明发生了随机P分岔。通过计算LLE发现了随机D分岔。此外,还深入探讨了SR与随机分岔之间的关系。结果表明,最优SR发生在D分岔附近,通过调整适当的参数可以在弱混沌状态下实现。最后,以三稳态能量采集器为例,展示了利用SR和随机分岔对系统性能的提升。

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