一种新的基于运动正交坐标的极限环吸引域分析方法

IF 16.4 1区 化学 Q1 CHEMISTRY, MULTIDISCIPLINARY Accounts of Chemical Research Pub Date : 2022-01-01 DOI:10.3934/jcd.2022016
Eva Ahbe, A. Iannelli, Roy S. Smith
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引用次数: 1

摘要

提出了一种基于李雅普诺夫理论的计算稳定极限环吸引域内估计的方法。该方法是基于系统到横向坐标的转换,定义在一个运动正交坐标系(MOC)上,并提出了一种新的结构。提出的中心点MOC (cp-MOC)与用户定义的中心点相关联,为横向坐标的构造提供了灵活性。特别是,与基于与流正交的超平面的标准方法相比,新的构造允许分析者获得更大的状态空间区域,其中满足变换的良定义性。当使用横向坐标计算ROA的内部估计时,这有重要的好处。为了证明这些改进,提出了一种基于平方和优化的公式,用于计算在横向坐标中描述的多项式动力学极限环的ROA的内估计。考虑到计算和准确性方面,探索了不同的算法选择。结果显示了三种不同的系统,表现出日益增加的复杂性。对所提出的算法进行了广泛的比较,结果表明,新的cp-MOC明显优于现有的方法。
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A novel moving orthonormal coordinate-based approach for region of attraction analysis of limit cycles
The paper proposes a Lyapunov theory-based method to compute inner estimates of the region of attraction (ROA) of stable limit cycles. The approach is based on a transformation of the system to transverse coordinates, defined on a moving orthonormal coordinate system (MOC) for which a novel construction is presented. The proposed center point MOC (cp-MOC) is associated with a user-defined center point and provides flexibility to the construction of the transverse coordinates. In particular, compared to the standard approach based on hyperplanes orthogonal to the flow, the new construction allows the analyst to obtain larger regions of the state space where the well-definedness property of the transformation is satisfied. This has important benefits when using transverse coordinates to compute inner estimates of the ROA. To demonstrate these improvements, a sum-of-squares optimization-based formulation is proposed for computing inner estimates of the ROA of limit cycles for polynomial dynamics described in transverse coordinates. Different algorithmic options are explored, taking into account computational and accuracy aspects. Results are shown for three different systems exhibiting increasing complexity. The presented algorithms are extensively compared, and the newly cp-MOC is shown to markedly outperform existing approaches.
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来源期刊
Accounts of Chemical Research
Accounts of Chemical Research 化学-化学综合
CiteScore
31.40
自引率
1.10%
发文量
312
审稿时长
2 months
期刊介绍: Accounts of Chemical Research presents short, concise and critical articles offering easy-to-read overviews of basic research and applications in all areas of chemistry and biochemistry. These short reviews focus on research from the author’s own laboratory and are designed to teach the reader about a research project. In addition, Accounts of Chemical Research publishes commentaries that give an informed opinion on a current research problem. Special Issues online are devoted to a single topic of unusual activity and significance. Accounts of Chemical Research replaces the traditional article abstract with an article "Conspectus." These entries synopsize the research affording the reader a closer look at the content and significance of an article. Through this provision of a more detailed description of the article contents, the Conspectus enhances the article's discoverability by search engines and the exposure for the research.
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