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

Arantes, Márcio da Silva; Bonnard, Renan; Mattei, Andre Pierre; Saqui-Sannes, Pierre de

doi:10.1109/syscon.2018.8369574

Cited by 18 publications

(9 citation statements)

References 13 publications

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“…Wingerath et al (2016) propusieron kappa y lambda como soluciones arquitecturales centradas en el dato y basadas en buses de datos para hacer frente al procesamiento de flujos de datos en tiempo real. Estas han sido utilizadas en el ámbito de la I4.0 por Arantes et al (2018) para desarrollar una herramienta de análisis de datos para la I4.0; por para sensibilizar a los usuarios domésticos sobre el consumo de energía sostenible y por Ahmad et al (2018) para construir un modelo para minimizar la ocurrencia de fallos en las máquinas de una cadena de producción, entre otros.…”

Section: Principios De Diseño Para La I40unclassified

Arquitectura de referencia para el diseño y desarrollo de aplicaciones para la Industria 4.0

Dintén

Martínez

Zorrilla

2021

Rev. iberoam. autom. inform. ind.

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<p><span>La implementación práctica de la Industria 4.0 requiere la reformulación y coordinación de los procesos industriales. Para ello se requiere disponer de una plataforma digital que integre y facilite la comunicación e interacción entre los elementos implicados en la cadena de valor. Actualmente no existe una arquitectura de referencia (modelo) que ayude a las organizaciones a concebir, diseñar e implantar esta plataforma digital. Este trabajo proporciona ese marco e incluye un metamodelo que recoge la descripción de todos los elementos involucrados en la plataforma digital (datos, recursos, aplicaciones y monitorización), así como la información necesaria para configurar, desplegar y ejecutar aplicaciones en ella. Asimismo, se proporciona una herramienta compatible con el metamodelo que automatiza la generación de archivos de configuración y lanzamiento y su correspondiente transferencia y ejecución en los nodos de la plataforma. Por último, se muestra la flexibilidad, extensibilidad y validez de la arquitectura y artefactos software construidos a través de su aplicación en un caso de estudio.</span></p>

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Section: Principios De Diseño Para La I40unclassified

Arquitectura de referencia para el diseño y desarrollo de aplicaciones para la Industria 4.0

Dintén

Martínez

Zorrilla

2021

Rev. iberoam. autom. inform. ind.

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“…However, as explained above, MBSE is one of the chosen methods concerning consistency within a model of a constantly changing system by keeping traceability at the same time. Thus, several projects try to provide MBSE methods such as modeling languages for addressing different aspects when developing future industrial systems, based on Unified Modeling Language (UML), SysML or even defining a DSL [18][19][20].…”

Section: Model-based Systems Engineeringmentioning

confidence: 99%

Towards a Domain-Specific Approach Enabling Tool-Supported Model-Based Systems Engineering of Complex Industrial Internet-of-Things Applications

Binder

Neureiter

Lüder

2021

Systems

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Contemporary manufacturing systems are undergoing a major change promoted by emerging technologies such as Cyber-physical Systems (CPS) or the Internet of Things (IoT). This trend, nowadays widely known by the term “Industry 4.0”, leads to a new kind of automated production. However, the rising number of dynamically interconnected elements in industrial production lines results in such a system being transformed into a complex System of Systems (SoS). Due to the increasing complexity and the challenges accompanied by this change, conventional engineering methods using generic principles reach their limits when developing this type of systems. With varying approaches only trying to find a solution for small-scaled areas of this problem statement, the need for a holistic methodology becomes more and more obvious. Having recognized this issue, one of the most promising approaches has been introduced with the Reference Architecture Model Industry 4.0 (RAMI 4.0). However, in the current point of view, this domain-specific architecture framework is missing specifications to address all aspects of such a critical infrastructure. Thus, this paper introduces a comprehensive modeling approach utilizing methods applied in Model-Based Systems Engineering (MBSE) and including domain-specific particularities as well as architectural concepts with the goal to enable mutual engineering of current and future industrial systems. The resulting artifacts, a domain-specific language (DSL), an architecture definition and a development process, are thereby consolidated in a ready to use software framework, whose applicability was evaluated by a real-world case study.

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“…With the robot and the STEP-NC file information, a simulation of the program is performed. Then, STEP-NC file is updated and knowledge saved in a database that can be Big Data/Analytics using cloud computing [65,66]. Hence, the LinuxCNC HMI allows the operator to validate the generated tool paths on the shop floor, and manufacturing is carried out with the industrial robot.…”

Section: Framework For a Manufacturing Architecture For Robotics Applicationsmentioning

confidence: 99%

STEP-NC-based machining architecture applied to industrial robots

Toquica

Živanović

Bonnard

et al. 2019

J Braz. Soc. Mech. Sci. Eng.

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This paper presents a method for applying the ISO 10303-238 (AP-238) standard in robotic machining operations by using two industrial robots. The method encompasses programming, simulation and machining by industrial robots. Application and validation of robotized machining is performed using two industrial robots, and the following tools are used: (a) a commercial CAD/CAM software with a plug-in to generate STEP-NC files (AP-238); (b) simulation with a STEP-NC-compliant software using two virtual robot models, as well as the generation of G-code files through postprocessors; and (c) two industrial robots (ASEA IRB6-S2 and LOLA 50) using the LinuxCNC controller adapted to STEP-NC. Initially, a 3D part is designed using any CAD system, and it is sent through the Internet to a CAM specialist who uses a commercial software to generate a process plan to manufacture the part. Operators of the robots download the part and its process plan information in the STEP-NC format, simulate its machining through the working steps and then perform machining using the robots.

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

Cited by 18 publications

References 13 publications

Arquitectura de referencia para el diseño y desarrollo de aplicaciones para la Industria 4.0

Arquitectura de referencia para el diseño y desarrollo de aplicaciones para la Industria 4.0

Towards a Domain-Specific Approach Enabling Tool-Supported Model-Based Systems Engineering of Complex Industrial Internet-of-Things Applications

STEP-NC-based machining architecture applied to industrial robots

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