Interval Observers for Hybrid Continuous-Time Stationary Systems

IF 0.5 4区 计算机科学 Q4 COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE Journal of Computer and Systems Sciences International Pub Date : 2024-08-18 DOI:10.1134/s1064230724700163
A. N. Zhirabok, A. V. Zuev, A. E. Shumsky
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Abstract

The problem of designing interval observers for hybrid continuous stationary systems under external disturbances and measurement noise is studied. It is assumed that the continuous dynamics of such a system is described by a linear or nonlinear differential equation of state with a linear output function. The values of the system’s parameters depend on the region reached by its state and are switched using a control system (CS) with a finite number of states. The relations that allow designing a hybrid interval observer of the minimal dimension that is guaranteed to estimate the set of admissible values of the prescribed linear vector function of the system’s states are derived. To solve the problem, pair algebra of partitions and linear algebra are used. The theoretical results are illustrated by an example.

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混合连续时间静态系统的区间观测器
摘要 研究了在外部干扰和测量噪声条件下为混合连续静止系统设计区间观测器的问题。假定这种系统的连续动态由线性或非线性状态微分方程与线性输出函数描述。系统参数值取决于其状态所达到的区域,并通过具有有限状态数的控制系统(CS)进行切换。本文导出了设计最小维度混合区间观测器的关系,该观测器能保证估计系统状态的规定线性矢量函数的可允许值集。为了解决这个问题,使用了分区对代数和线性代数。通过一个例子说明了理论结果。
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来源期刊
Journal of Computer and Systems Sciences International
Journal of Computer and Systems Sciences International 工程技术-计算机:控制论
CiteScore
1.50
自引率
33.30%
发文量
68
审稿时长
6-12 weeks
期刊介绍: Journal of Computer and System Sciences International is a journal published in collaboration with the Russian Academy of Sciences. It covers all areas of control theory and systems. The journal features papers on the theory and methods of control, as well as papers devoted to the study, design, modeling, development, and application of new control systems. The journal publishes papers that reflect contemporary research and development in the field of control. Particular attention is given to applications of computer methods and technologies to control theory and control engineering. The journal publishes proceedings of international scientific conferences in the form of collections of regular journal articles and reviews by top experts on topical problems of modern studies in control theory.
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