State geometric adjustability for interval max-plus linear systems

IF 2.2 4区 计算机科学 Q2 AUTOMATION & CONTROL SYSTEMS
Yingxuan Yin, Haiyong Chen, Yuegang Tao
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Abstract

This article investigates the state geometric adjustability for interval max-plus linear systems, which means that the state vector sequence is transformed into a geometric vector sequence by using the state feedback control. It is pointed out that the geometric state vector sequence and its common ratio are closely related to the eigenvectors and eigenvalues of the special interval state matrix, respectively. Such an interval state matrix is determined by the eigen-robust interval matrix, which has a universal eigenvector relative to a universal eigenvalue. The state geometric adjustability is characterized by the solvability of interval max-plus linear equations, and a necessary and sufficient condition for the adjustability is given. A polynomial algorithm is provided to find the state feedback matrix. Several numerical examples and simulations are presented to demonstrate the results. At the same time, the proposed method is applied for the regulation of battery energy storage systems to optimize the start time of executing tasks for all processing units in each activity.

Abstract Image

区间最大加线性系统的状态几何可调整性
本文研究了区间最大加线性系统的状态几何可调性,即利用状态反馈控制将状态矢量序列转化为几何矢量序列。文章指出,几何状态矢量序列及其公比分别与特殊区间状态矩阵的特征向量和特征值密切相关。这种区间状态矩阵是由特征稳健的区间矩阵决定的,它具有相对于通用特征值的通用特征向量。状态几何可调整性的特征是区间最大加线性方程的可解性,并给出了可调整性的必要条件和充分条件。还提供了求状态反馈矩阵的多项式算法。并给出了几个数值示例和仿真来证明结果。同时,提出的方法还被应用于电池储能系统的调节,以优化每个活动中所有处理单元执行任务的开始时间。
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来源期刊
IET Control Theory and Applications
IET Control Theory and Applications 工程技术-工程:电子与电气
CiteScore
5.70
自引率
7.70%
发文量
167
审稿时长
5.1 months
期刊介绍: IET Control Theory & Applications is devoted to control systems in the broadest sense, covering new theoretical results and the applications of new and established control methods. Among the topics of interest are system modelling, identification and simulation, the analysis and design of control systems (including computer-aided design), and practical implementation. The scope encompasses technological, economic, physiological (biomedical) and other systems, including man-machine interfaces. Most of the papers published deal with original work from industrial and government laboratories and universities, but subject reviews and tutorial expositions of current methods are welcomed. Correspondence discussing published papers is also welcomed. Applications papers need not necessarily involve new theory. Papers which describe new realisations of established methods, or control techniques applied in a novel situation, or practical studies which compare various designs, would be of interest. Of particular value are theoretical papers which discuss the applicability of new work or applications which engender new theoretical applications.
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