基于到达-停留契约的非线性系统分解控制及其在葡萄糖控制中的应用

IF 3.7 2区 计算机科学 Q2 AUTOMATION & CONTROL SYSTEMS
Alessandro Borri , Ilaria Di Loreto , Maria Domenica Di Benedetto
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引用次数: 0

摘要

在这项工作中,我们提出了一种新的契约理论框架,通过将全局规范分解为局部时变假设-保证契约来控制大规模,相互连接的非线性系统。首先,我们将系统分解为局部组件,将全局契约分解为局部契约;然后,我们的主要结果给出了充分的条件,在这些条件下,局部因果抽样数据控制器——不知道未来的合同变化——确保满足整体分段常数规范,可能存在临时违规。当潜在的动力学是单调的,我们进一步提供了一个有效的,建设性的合成过程。我们在明确胰腺β细胞动力学的葡萄糖-胰岛素调节模型上展示了该方法,展示了该方法的潜力。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Decompositional reach-and-stay contract-based control of nonlinear systems with an application to glucose control
In this work, we present a novel contract-theoretic framework for controlling large-scale, interconnected, nonlinear systems by decomposing a global specification into local, time-varying assume–guarantee contracts. First, we decompose the system into local components and the global contract into local contracts; then, our main result gives sufficient conditions under which local causal sampled-data controllers — without foreknowledge of future contract changes — ensures satisfaction of the overall piecewise-constant specification, with possible interim violations. When the underlying dynamics are monotone, we further provide an efficient, constructive synthesis procedure. We demonstrate the approach on a glucose–insulin regulatory model with explicit pancreatic beta-cell dynamics, showcasing the potential of the proposed approach.
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来源期刊
Nonlinear Analysis-Hybrid Systems
Nonlinear Analysis-Hybrid Systems AUTOMATION & CONTROL SYSTEMS-MATHEMATICS, APPLIED
CiteScore
8.30
自引率
9.50%
发文量
65
审稿时长
>12 weeks
期刊介绍: Nonlinear Analysis: Hybrid Systems welcomes all important research and expository papers in any discipline. Papers that are principally concerned with the theory of hybrid systems should contain significant results indicating relevant applications. Papers that emphasize applications should consist of important real world models and illuminating techniques. Papers that interrelate various aspects of hybrid systems will be most welcome.
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