仿真模型互操作性的模型驱动工程:航天工业案例研究

Romina Eramo, Martina Nolletti, Luigi Pomante, Laura Pasquale, Dario Pascucci
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摘要

建模和仿真是整个系统工程的重要组成部分。复杂的工程系统由许多异构组件组成,这些组件通常使用不同的语言和环境建模和仿真,而且往往由不同的组织进行建模和仿真;因此,对互操作性的要求越来越高。模型驱动工程(MDE)已被证明是软件工程领域的一大进步:如今,多个领域的现有软件都受益于系统开发过程中的抽象化和自动化。虽然这些技术现在已经非常先进,但许多行业可能需要付出相当大的努力才能从中充分受益。本文报告了在一家航天工业领域的公司内进行的为期 12 个月的案例研究。这项实证研究的目的是调查采用 MDE 支持仿真模型互操作性的情况。文章指出了采用 MDE 的重要因素,以及在实际案例中可能遇到的障碍。在跨不同仿真环境重用模型、在不同利益相关者之间交换仿真模型以及寻求改进仿真建模实践时,研究人员和从业人员通常会从我们的研究结果中获益。
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Model‐driven engineering for simulation models interoperability: A case study in space industry
Modeling and simulation represent an essential part of overall systems engineering. Complex engineering systems are composed of many heterogeneous components often modeled and simulated employing different languages and environments, and often by different organizations; thus, demands for interoperability are getting increased. Model‐driven engineering (MDE) has been demonstrated to be an advancement in software engineering: existing software in several domains today benefits from abstraction and automation during the system development process. Although these techniques are now highly advanced, many industries may require considerable effort before fully benefiting from them. This article reports on a case study carried out for 12 months within a company in the space industry domain. The goal of this empirical study is to investigate the adoption of MDE in supporting simulation models interoperability. The article identifies factors considered important for MDE adoption as well as obstacles that can be encountered in a real case. Researchers and practitioners may benefit from our findings typically when reusing models across different simulation environments, exchanging simulation models between different stakeholders, and seeking to improve simulation modeling practices.
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