Identifying the Thematic Trends of Model Based Systems Engineering in Manufacturing and Production Engineering Domains

Aditya Akundi, Viviana Lopez, T. Tseng
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引用次数: 2

Abstract

Manufacturing and production systems have become increasingly complex in the past decade to meet the competitive demand in a growing industry. As these systems grow in complexity and flexibility, there is a need for efficient management and analysis of these systems. Model-based systems engineering (MBSE) addresses the complexity inherent with systems development with a model-centric approach that supported tailored modeling languages, methods and tools. This paper identifies the thematic evolution and trends and relationships found in the use and application of MBSE specifically in the manufacturing and production engineering domain. A collection of 471 published article from Institute of Electrical and Electronics Engineers (IEEE) and Science Direct over the past decade were used for the analysis using text mining techniques. Due to the limitation on the access to full text information of all the articles identified, only abstracts were considered for analysis. This effort helps the researchers across the domain to explore the reason behind and understand the change of the thematic perspectives of MBSE application over the last decade. In addition, the finding of the growing interest in addressing the aspects of complexity and systems requirements, and on the aspects of the use of MBSE for identifying and addressing the challenges related to Cyber Physical Systems help in paving a path for future research.
识别基于模型的系统工程在制造和生产工程领域的主题趋势
在过去的十年中,为了满足日益增长的行业的竞争需求,制造和生产系统变得越来越复杂。随着这些系统的复杂性和灵活性的增长,需要对这些系统进行有效的管理和分析。基于模型的系统工程(MBSE)通过支持定制建模语言、方法和工具的以模型为中心的方法来解决系统开发固有的复杂性。本文明确了MBSE在制造和生产工程领域的使用和应用中的主题演变、趋势和关系。在过去的十年中,电气和电子工程师协会(IEEE)和Science Direct发表的471篇文章被用于使用文本挖掘技术进行分析。由于所识别的所有文章的全文信息获取有限,因此仅考虑摘要进行分析。这项工作有助于跨领域的研究人员探索背后的原因,并理解在过去十年中MBSE应用的主题观点的变化。此外,对解决复杂性和系统需求方面的兴趣日益增长,以及在使用MBSE识别和解决与网络物理系统相关的挑战方面的兴趣,有助于为未来的研究铺平道路。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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