利用虚拟工具开发智能制造系统的新途径

David A. Guerra-Zubiaga, Corey Morton, Derrick Stacey, Virginia Peach, C. Ham, Diego Escobar Escobar, Noah Hitchcock
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引用次数: 0

摘要

智能自动化可以应用于连续过程和离散制造。该研究为离散制造领域的智能自动化探索提供了一条新的途径。根据工业4.0的趋势,提出了一定程度的智能集成制造。在本研究中,我们探索了将工业物联网(IIoT)、云制造(CM)和机器学习(ML)等一些新的制造范式结合起来创建新的智能制造系统的数字孪生。采用磁穿梭技术的贝加莱SuperTrak虚拟仿真作为数字孪生概念提出,并将IIoT, CM和ML的特定方面连接起来,以扩展智能制造方面,为离散制造提供智能自动化。本研究的目的是提出一种利用虚拟工具开发智能制造系统的新方法。
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A New Approach to Develop an Intelligent Manufacturing System Using Virtual Tools
Intelligent automation could be applied to continuous processes and discrete manufacturing. This research is presenting a new approach exploring intelligent automation on discrete manufacturing. A degree of smart integrated manufacturing is presented according to industry 4.0 trends. In this research a digital twin is explored incorporating some new manufacturing paradigms such as Industrial Internet of Things (IIoT), Cloud Manufacturing (CM) and Machine Learning (ML) in the creation of new intelligent manufacturing systems. A virtual simulation of B&R’s SuperTrak with magnetic shuttle technology is presented as a digital twin concept and specific aspects of IIoT, CM and ML are connected to extend smart manufacturing aspects providing the intelligent automation on discrete manufacturing. The aim of this research is to present a new approach to develop an intelligent manufacturing system using virtual tools.
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