Rate-dependent bifurcation dodging in a thermoacoustic system driven by colored noise
Autor: | Qi Liu, Jürgen Kurths, Yong Xu, Xiaoyu Zhang, Celso Grebogi |
---|---|
Rok vydání: | 2021 |
Předmět: |
Physics
Applied Mathematics Mechanical Engineering FOS: Physical sciences Aerospace Engineering Ocean Engineering Probability density function White noise 01 natural sciences Instability Nonlinear Sciences - Adaptation and Self-Organizing Systems Noise Amplitude Control and Systems Engineering Control theory Colors of noise 0103 physical sciences Transient (oscillation) Electrical and Electronic Engineering Adaptation and Self-Organizing Systems (nlin.AO) 010301 acoustics Bifurcation |
Zdroj: | Nonlinear Dynamics. 104:2733-2743 |
ISSN: | 1573-269X 0924-090X |
Popis: | 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. The 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 the bifurcation parameters quickly enough, and compared with the white noise discussed in [1], colored noise with nonzero correlation time is more practical and important to the system. 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 both a relatively higher rate of change of parameters and change in the correlation time of the noise are beneficial to dodge thermoacoustic instability, while a relatively large noise intensity is a disadvantageous factor. More interestingly and importantly, power-law relationships between the maximum amplitude and the noise parameters are uncovered, and the probability of successfully dodging a thermoacoustic instability is calculated. These results serve as a guidance for the design of engines and to propose an effective control strategy, which is of great significance to aerospace-related fields. |
Databáze: | OpenAIRE |
Externí odkaz: |