利用依赖图的对称性进行监督综合模型约简

L. Moormann, J. V. D. Mortel-Fronczak, W. Fokkink, J. Rooda
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引用次数: 1

摘要

监督综合使大型网络物理系统的监督控制器设计成为可能,对功能和安全性有很高的保证。然而,综合问题的复杂性随着网络物理系统中系统组件的数量和该系统模型的数量呈指数增长,往往导致冗长甚至无法解决的综合过程。本文提出了一种在综合前对系统模型进行简化的新方法,以减少所需的计算时间和工作量。该方法分为三个步骤进行模型约简,主要基于系统依赖图的对称性。依赖关系图显示了系统中的组件以及这些组件之间的关系。并以某公路隧道监控控制器的设计为例进行了应用。在本案例中,描述了模型约简的步骤,并从模型大小和合成时间两方面展示了模型约简的有效性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Exploiting Symmetry in Dependency Graphs for Model Reduction in Supervisor Synthesis
Supervisor synthesis enables the design of supervisory controllers for large cyber-physical systems, with high guarantees for functionality and safety. The complexity of the synthesis problem, however, increases exponentially with the number of system components in the cyber-physical system and the number of models of this system, often resulting in lengthy or even unsolvable synthesis procedures. In this paper, a new method is proposed for reducing the model of the system before synthesis to decrease the required computational time and effort. The method consists of three steps for model reduction, that are mainly based on symmetry in dependency graphs of the system. Dependency graphs visualize the components in the system and the relations between these components. The proposed method is applied in a case study on the design of a supervisory controller for a road tunnel. In this case study, the model reduction steps are described, and results are shown on the effectiveness of model reduction in terms of model size and synthesis time.
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