非线性系统
控制理论(社会学)
蒙特卡罗方法
噪音(视频)
能量(信号处理)
随机过程
数学
统计物理学
包络线(雷达)
能量收集
计算机科学
随机建模
功率(物理)
动力学(音乐)
理论(学习稳定性)
应用数学
系统动力学
随机动力学
期限(时间)
随机控制
首次命中时间模型
概率密度函数
非线性动力系统
控制(管理)
作者
Y Zhang,Shaoyi Shi,Yanfei Jin
出处
期刊:Chaos
[American Institute of Physics]
日期:2026-05-01
卷期号:36 (5)
摘要
Considering the unavoidable time delay effects and ubiquitous environmental noise in practical applications, along with the strong nonlinearity and multiple couplings inherent in actual systems, the resulting dynamical behavior becomes extremely complex, necessitating the development of new theoretical research methods. In this paper, a strongly nonlinear energy harvesting system with time delay is taken as the research object. To address the above difficulties, an extended stochastic averaging method is proposed to investigate the time delay induced stochastic dynamics of the system. The energy-dependent frequency is first constructed according to the operating mechanism of the multi-well potential function. Then, the stochastic averaging method of energy envelope is extended to derive analytical expressions for the stationary probability density and the mean output power. Finally, the effects of time delay parameters on the stationary response and the mean output power are analyzed in detail. Results show that even small time delays cannot be ignored in practical applications, as both the time-delayed feedback gain and the time delay have significant influences on the dynamic characteristics of systems. Moreover, adopting appropriate time-delayed feedback control can markedly enhance system performance. The effectiveness of the extended stochastic averaging method is verified through Monte Carlo numerical simulations.
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