加和乘周期性扰动对噪声诱导的倾斜动态的影响
Igor A Khovanov1, Natasha A Khovanova1
1School of Engineering, University of Warwick, Coventry CV4 7AL, UK.
Entropy (Basel, Switzerland)
|December 24, 2025
概括
靠近临界点的复杂系统可以因噪音而在状态之间过渡. 周期性扰动影响过渡时间,较慢的周期缩短时间,较快的周期延长时间.
科学领域:
- 复杂系统科学 复杂系统科学
- 环境科学 环境科学
- 气候动力学 气候动力学
背景情况:
- 复杂系统中的拐点对于理解气候变化,生态变化和疾病动态至关重要.
- 系统状态之间的过渡的持续时间和驱动因素仍然不太清楚.
- 非平衡动力学和周期性扰动是系统过渡的关键因素.
研究的目的:
- 用大波动框架分析折叠分叉倾斜模型中的噪声诱导过渡.
- 调查周期性扰动频率和类型对过渡动态的影响.
- 检查加法 (B-tipping) 和乘法 (R-tipping) 扰动如何影响系统过渡.
主要方法:
- 应用大波动框架来分析噪声引起的过渡.
- 建模具有周期性扰动的复杂系统 (例如,日间,季节性,米兰科维奇周期).
- 在加法和乘法周期性扰动下分析波动力.
主要成果:
- 过渡诱导取决于同步波动与特定的扰动阶段,根据扰动类型而异.
- 过渡时间取决于频率:缓慢的干扰 (<放松率) 会导致单周期过渡.
- 高频扰动可以显著延长系统过渡所需的时间.
结论:
- 周期性扰动在调节倾斜系统中噪声诱导的过渡中发挥着重要作用.
- 扰动的频率和相位同步是过渡速度和持续时间的关键决定因素.
- 了解这些动态对于预测和管理气候和生态系统的突然变化至关重要.
相关概念视频
Types of Damping
7.5K
If the amount of damping in a system is gradually increased, the period and frequency start to become affected because damping opposes, and hence slows, the back and forth motion (the net force is smaller in both directions). If there is a very large amount of damping, the system does not even oscillate; instead, it slowly moves toward equilibrium. In brief, an overdamped system moves slowly towards equilibrium, whereas an underdamped system moves quickly to equilibrium but will oscillate about...
7.5K
Damped Oscillations
6.7K
In the real world, oscillations seldom follow true simple harmonic motion. A system that continues its motion indefinitely without losing its amplitude is termed undamped. However, friction of some sort usually dampens the motion, so it fades away or needs more force to continue. For example, a guitar string stops oscillating a few seconds after being plucked. Similarly, one must continually push a swing to keep a child swinging on a playground.
Although friction and other non-conservative...
Although friction and other non-conservative...
6.7K
Forced Oscillations
7.5K
When an oscillator is forced with a periodic driving force, the motion may seem chaotic. The motions of such oscillators are known as transients. After the transients die out, the oscillator reaches a steady state, where the motion is periodic, and the displacement is determined.
7.5K
Time-Domain Interpretation of PD Control
345
Proportional-Derivative (PD) control is a widely used control method in various engineering systems to enhance stability and performance. In a system with only proportional control, common issues include high maximum overshoot and oscillation, observed in both the error signal and its rate of change. This behavior can be divided into three distinct phases: initial overshoot, subsequent undershoot, and gradual stabilization.
Consider the example of control of motor torque. Initially, a positive...
Consider the example of control of motor torque. Initially, a positive...
345
Effects of feedback
946
Feedback in control systems plays a critical role in shaping various operational parameters, extending beyond simple error reduction to influence stability, bandwidth, gain, impedance, and sensitivity. Understanding these effects requires examining a basic feedback system characterized by defined input, output, error, and feedback signals.
Feedback significantly modifies the gain of a control system. The gain of a system without feedback is altered by a factor of one plus GH, where G represents...
Feedback significantly modifies the gain of a control system. The gain of a system without feedback is altered by a factor of one plus GH, where G represents...
946
Second Order systems II
367
In an underdamped second-order system, where the damping ratio ζ is between 0 and 1, a unit-step input results in a transfer function that, when transformed using the inverse Laplace method, reveals the output response. The output exhibits a damped sinusoidal oscillation, and the difference between the input and output is termed the error signal. This error signal also demonstrates damped oscillatory behavior. Eventually, as the system reaches a steady state, the error diminishes to zero.
367


