范德波尔振荡器
数学
概率密度函数
参数统计
分数阶微积分
振幅
数学分析
统计物理学
控制理论(社会学)
应用数学
物理
非线性系统
量子力学
计算机科学
统计
人工智能
控制(管理)
作者
Yajie Li,Zhiqiang Wu,Yongtao Sun,Ying Hao
标识
DOI:10.1177/14613484241278068
摘要
We investigate the bistable dynamic behaviors of a fractional and modified Van der Pol system subjected to Gaussian colored noise, especially focusing on the control of bifurcation parameters. Firstly, according to the minimal mean square error concept and the generalized harmonic balance technique, the fractional derivative term can be expressed as a linear combination of the damping force and restoring force. Consequently, the initial system can be simplified as an equivalent integer-order Van der Pol system. And the Probability Density Function (PDF) of the system’s stationary amplitude can be obtained by utilizing the stochastic averaging method. Subsequently, the critical condition for stochastic P-bifurcation of system amplitude is determined by using the singularity theory. Finally, the qualitative analysis of the stationary PDF curves of amplitude is discussed in each region divided by the transition set curves. The agreement between the analytical solutions and the numerical outcomes obtained through Monte Carlo simulation confirms the theoretical analysis presented in this paper. Additionally, the results attained in this paper have a potential guidance to control the system’s response by optimizing the parametric design of the fractional-order controller.
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