动态系统的减少顺序建模与振荡器的平均场相结合:适用于热声系统
Rohan K Nakade1, Samarjeet Singh1, Jayesh M Dhadphale1
1Indian Institute of Technology Madras, Indian Institute of Technology Madras, Department of Aerospace Engineering, Chennai 600036, India and Centre of Excellence for Studying Critical Transitions in Complex Systems, Chennai 600036, India.
Physical review. E
|February 20, 2026
概括
这项研究引入了一个新的框架,用于分析具有许多相互作用振荡器的复杂动态系统. 该方法简化了高维模型,使稳定性分析更容易用于实际应用.
科学领域:
- 复杂的系统复杂的系统.
- 非线性动力学是一种非线性动力学.
- 统计物理 统计物理
背景情况:
- 具有相互作用的振荡器群体的动态系统在自然界中很常见.
- 随着振荡器数量的增加,分析这些系统在计算上变得具有挑战性.
- 现有的模型通常依赖于简化对称分布,这在现实世界中是罕见的.
研究的目的:
- 开发一个通用的框架来分析与振荡器群的动态系统中的同步.
- 通过适应非标准振荡器分布来解决现有模型的局限性.
- 为了使复杂的,高维的系统稳定性制度的分析研究.
主要方法:
- 提出一个通用的框架来减少动态系统的维度.
- 应用模型缩小技术,如奥特-安东森的替代方法.
- 将高维模型缩小到一个可管理的顺序 (大约十个方程).
主要成果:
- 一种用于降低具有振荡器群体的动态系统的维度的新方法.
- 该框架成功地处理了非标准的振荡器分布.
- 减少订单模型允许分析识别系统稳定性制度.
结论:
- 拟议的框架为分析具有不同振荡器行为的复杂动态系统提供了一个强大的工具.
- 这种方法克服了传统方法的局限性,通过将非标准分布概括为非标准分布.
- 该方法被证明是有效的,在热声学等领域有潜在的应用.
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