Inconsistency management in heterogeneous engineering data in intralogistics based on coupled metamodels

IF 0.7 4区 计算机科学 Q4 AUTOMATION & CONTROL SYSTEMS At-Automatisierungstechnik Pub Date : 2023-05-01 DOI:10.1515/auto-2022-0128
Fang Ji, Maximilian Wünnenberg, Rafael Schypula, J. Fischer, Dominik Hujo, M. Goedicke, J. Fottner, Birgit Vogel-Heuser
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Abstract

Abstract During the development of intralogistics systems (ILS), heterogeneous models are created, which represent discipline-specific views, e.g., control software developed by automation engineers or discrete-event simulation models created by simulation engineers. These models represent discipline-specific views on the system but contain overlapping information. Thereby, keeping the information in different development models consistent is challenging and currently requires high manual effort, which highly depends on the developers’ experience. To overcome this challenge, an approach to link heterogeneous model data and identify potential information inconsistencies within and between models automatically is proposed. The concept is evaluated with a use case containing three typical inconsistencies from five representative engineering models applied in ILS development.
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基于耦合元模型的内部物流中异构工程数据的不一致性管理
摘要在内部物流系统(ILS)的开发过程中,会创建异构模型,这些模型代表特定学科的视图,例如自动化工程师开发的控制软件或模拟工程师创建的离散事件模拟模型。这些模型表示系统的特定学科视图,但包含重叠的信息。因此,保持不同开发模型中的信息一致性是一项挑战,目前需要大量的手动工作,这在很大程度上取决于开发人员的经验。为了克服这一挑战,提出了一种连接异构模型数据并自动识别模型内部和模型之间潜在信息不一致的方法。该概念通过一个用例进行评估,该用例包含ILS开发中应用的五个代表性工程模型中的三个典型不一致。
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来源期刊
At-Automatisierungstechnik
At-Automatisierungstechnik 工程技术-自动化与控制系统
CiteScore
2.00
自引率
10.00%
发文量
99
审稿时长
6-12 weeks
期刊介绍: Automatisierungstechnik (AUTO) publishes articles covering the entire range of automation technology: development and application of methods, the operating principles, characteristics, and applications of tools and the interrelationships between automation technology and societal developments. The journal includes a tutorial series on "Theory for Users," and a forum for the exchange of viewpoints concerning past, present, and future developments. Automatisierungstechnik is the official organ of GMA (The VDI/VDE Society for Measurement and Automatic Control) and NAMUR (The Process-Industry Interest Group for Automation Technology). Topics control engineering digital measurement systems cybernetics robotics process automation / process engineering control design modelling information processing man-machine interfaces networked control systems complexity management machine learning ambient assisted living automated driving bio-analysis technology building automation factory automation / smart factories flexible manufacturing systems functional safety mechatronic systems.
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