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Cluster treatment of characteristic roots, CTCR, a unique methodology for the complete robustness analysis of linear time invariant multiple time delay systems against delay uncertainties.

机译:群集处理特征根,CTCR,一种独特的方法,可以针对时延不确定性对线性时不变多次时滞系统进行完整的鲁棒性分析。

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Today, many high-tech applications such as simultaneous metal machining, neural networks, internet data congestion, population dynamics, chemical processes, formation flight problems, etc., appear in the form of multiple time delay systems (MTDS). Due to the presence of delays, the stability of the dynamics is under question and needs to be addressed.; In the last four decades, the stability analysis of the general class, Linear Time Invariant MTDS (LTI-MTDS), has been one of the challenging problems of the systems and control community, which originates from the complex stability analysis due to their infinite dimensionality. For tackling this, a unique procedure is presented, in this Ph.D. thesis, for the complete stability robustness of the general class LTI-MTDS. The uniqueness of the treatment is simply due to the fact that there is no comparable methodology, presently, in the literature. The backbone of the method is a novel framework called the Cluster Treatment of Characteristic Roots, CTCR. CTCR is an efficient, exact and exhaustive methodology, which is based on outstanding characteristics that originate from two fundamental propositions.; Proposition I suggests that there exists only an upper-bounded number of hyperplanes in a p-dimensional delay domain where all the purely imaginary characteristic roots of the dynamics reside. These hyperplanes are called the Kernel Hyperplanes and they are exhaustively determined by CTCR. This property considerably alleviates the problem, which is thus known to be notoriously complex to handle.; Using a unique mapping, Kernel Hyperplanes give rise to their Offspring Hyperplanes, together which they from all possible time delay combinations where the dynamics may change its stability posture.; With the exhaustive determination of Kernel Hyperplanes and their corresponding imaginary roots, Proposition 2 follows an interesting invariance property on a crossing tendency of these imaginary roots across the Kernel and Offspring Hyperplanes so long one moves parallel to any one of the p delay-axis.; CTCR's unique stability results are demonstrated by way of challenging examples in Mechatronics, Manufacturing Engineering and Mathematics, all of which are prohibitively difficult, if not impossible to solve using any other peer methodology.
机译:如今,许多高科技应用(如同时金属加工,神经网络,互联网数据拥塞,种群动态,化学过程,编队飞行问题等)以多重时延系统(MTDS)的形式出现。由于存在延迟,动力的稳定性受到质疑,需要加以解决。在过去的四十年中,一般类别的线性时不变MTDS(LTI-MTDS)的稳定性分析一直是系统和控制领域的挑战性问题之一,其源于因其无限维度而进行的复杂稳定性分析。为了解决这个问题,本博士提出了一种独特的程序。论文,为通用类LTI-MTDS的完全稳定性鲁棒性。这种治疗方法的独特性完全是由于目前文献中没有可比的方法。该方法的主干是一个新颖的框架,称为特征根的群集处理(CTCR)。 CTCR是一种高效,精确和详尽的方法,它基于源自两个基本命题的突出特征。命题I建议在p维延迟域中仅存在一个上限的超平面,动力学的所有纯虚构特征根都位于该超平面中。这些超平面称为内核超平面,它们由CTCR详尽确定。该特性大大减轻了该问题,因此众所周知,该问题处理起来非常复杂。内核超平面使用唯一的映射来生成其子代超平面,它们与所有可能的时延组合一起产生,其中动力学可能会改变其稳定性姿态。通过对内核超平面及其相应虚部的详尽确定,命题2遵循了一个有趣的不变性,即这些虚部在内核和子孙超平面上的交叉趋势,只要一个人平行于p个延迟轴中的任何一个。通过机械电子学,制造工程和数学中的具有挑战性的示例,证明了CTCR独特的稳定性结果,所有这些都是难以克服的,即使使用其他对等方法也无法解决。

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