论文标题

在热声系统中躲避速率依赖性分叉,由彩色噪声驱动

Rate-dependent bifurcation dodging in a thermoacoustic system driven by colored noise

论文作者

Zhang, Xiaoyu, Xu, Yong, Liu, Qi, Kurths, Jürgen, Grebogi, Celso

论文摘要

多稳态中的小费通常是通过稍微改变输入而发生的,从而导致输出切换到通常不令人满意的状态。这种现象体现在热声系统中。这种热声不稳定性可能导致火箭发动机,燃气轮机和航空发动机的瓦解,因此有必要为其抑制设计控制措施。据推测,这种不必要的不​​稳定状态可以通过足够快地更改分叉参数来躲避。因此,在这项工作中,基于由彩色噪声驱动的热声系统的基本数学模型,振幅的相应fokker-planck-kolmogorov方程是通过使用随机平均方法得出的。通过概率密度分析来识别瞬态动力学行为。我们发现,参数的变化速率和噪声的相关时间有助于躲避热声不稳定,而相对较大的噪声强度是一个不利的因素。此外,探索了最大振幅与噪声参数之间的幂律关系,并计算了成功躲避热声不稳定性的概率。这些结果是发动机设计的指南,并提出有效的控制策略,这对与航空相关的领域具有重要意义。

Tipping in multistable systems occurs usually by varying the input slightly, resulting in the output switching to an often unsatisfactory state. This phenomenon is manifested in thermoacoustic systems. This thermoacoustic instability may lead to the disintegration of rocket engines, gas turbines and aeroengines, so it is necessary to design control measures for its suppression. It was speculated that such unwanted instability states may be dodged by changing quickly enough the bifurcation parameters. Thus, in this work, based on a fundamental mathematical model of thermoacoustic systems driven by colored noise, the corresponding Fokker-Planck-Kolmogorov equation of the amplitude is derived by using a stochastic averaging method. A transient dynamical behavior is identified through a probability density analysis. We find that the rate of change of parameters and the correlation time of the noise are helpful to dodge thermoacoustic instability, while a relatively large noise intensity is a disadvantageous factor. In addition, power-law relationships between the maximum amplitude and the noise parameters are explored, and the probability of successfully dodging a thermoacoustic instability is calculated. These results serve as a guide to the design of engines and to propose an effective control strategy, which is of great significance to aerospace-related fields.

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