A Systematic Mapping Study on Modeling for Industry 4.0

Wortmann, Andreas; Combemale, Benôıt; Barais, Olivier

doi:10.1109/models.2017.14

Cited by 47 publications

(27 citation statements)

References 62 publications

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“…Additionally to model-based or model-driven requirements engineering and specification, SysML as topic was also investigated in the field of model-based testing like in the work presented in [54]. Wortmann et al [62] explore in their SMS the state of the art of using modeling languages for model-based systems engineering of smart factories. The authors found out that SysML and its variants play a key role as modeling technique for realizing Industry 4.0 approaches.…”

Section: Smss and Slrs Applied To Uml Profilesmentioning

confidence: 99%

Thirteen years of SysML: a systematic mapping study

Wolny

Mazak

Carpella³

et al. 2019

Softw Syst Model

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The OMG standard Systems Modeling Language (SysML) has been on the market for about thirteen years. This standard is an extended subset of UML providing a graphical modeling language for designing complex systems by considering software as well as hardware parts. Over the period of thirteen years, many publications have covered various aspects of SysML in different research fields. The aim of this paper is to conduct a systematic mapping study about SysML to identify the different categories of papers, (i) to get an overview of existing research topics and groups, (ii) to identify whether there are any publication trends, and (iii) to uncover possible missing links. We followed the guidelines for conducting a systematic mapping study by Petersen et al. (Inf Softw Technol 64:1-18, 2015) to analyze SysML publications from 2005 to 2017. Our analysis revealed the following main findings: (i) there is a growing scientific interest in SysML in the last years particularly in the research field of Software Engineering, (ii) SysML is mostly used in the design or validation phase, rather than in the implementation phase, (iii) the most commonly used diagram types are the SysML-specific requirement diagram, parametric diagram, and block diagram, together with the activity diagram and state machine diagram known from UML, (iv) SysML is a specific UML profile mostly used in systems engineering; however, the language has to be customized to accommodate domain-specific aspects, (v) related to collaborations for SysML research over the world, there are more individual research groups than large international networks. This study provides a solid basis for classifying existing approaches for SysML. Researchers can use our results (i) for identifying open research issues, (ii) for a better understanding of the state of the art, and (iii) as a reference for finding specific approaches about SysML.

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Section: Smss and Slrs Applied To Uml Profilesmentioning

confidence: 99%

Thirteen years of SysML: a systematic mapping study

Wolny

Mazak

Carpella³

et al. 2019

Softw Syst Model

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“…Only few proposals have been developed using model-based systems engineering (MBSE). As highlighted by Wortmann et al [14], MBSE is a key enabler for building complex systems of systems, which can contribute for successfully engineering Industry 4.0 systems of systems. Some of these proposals are briefly described below.…”

Section: B Model-based Systems Engineering and Industry 40mentioning

confidence: 99%

General architecture for data analysis in industry 4.0 using SysML and model based system engineering

Arantes

Bonnard

Mattei

et al. 2018

2018 Annual IEEE International Systems Conference (SysCon)

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Abstract-The industrial manufacturing sector has substantially evolved over the past decade, with the collect and analyze of sensors and apparatus data. The manufacturing processes "digitalization" has resulted in huge data management concerns, as manufacturing companies need to aggregate value for productivity improvement. The Industry 4.0 concept involves many technologies in order to challenge this issue. The paper presents an architecture framework to allow data analysis in different factories in the Industry 4.0 context. A MBSE approach is proposed and the use of SysML is assessed in that context.

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“…In this new concept, machines are equipped with communication systems, sensors, and actuators; all these components are connected to each other, generating a large amount of collected data to be processed. The emerging concept of Intelligence, and computational simulations [1]- [4].…”

Section: Introductionmentioning

confidence: 99%