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An integrated simulation paradigm for lifecycle-covering maintenance in the Industry 4.0 context

机译:在行业4.0上下文中的生命周期维护综合仿真范式

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The Industry 4.0 is pushing a fast evolution in all manufacturing operations under heterogeneous aspects. Maintenance, in all its numerous declinations along the life cycle of a production asset, is no exception. A myriad of decisions need taking—often on short time horizons, involving different physical and technological domains, and with limited knowledge available. A myriad of data sources need exploiting and interpreting—often poorly structured, requiring reconciliation, and affected by uncertainty. A lot of tools are therefore used—each one conceived for a specific purpose, often leveraging knowledge drawn from different cultures, and dealing with production assets’ models that are hard to integrate with one another. We conjecture that the OOMS (Object-Oriented Modelling and Simulation) paradigm can help address such a tough scenario. In this paper we structure and motivate the statement just made, provide high-level supporting examples, and outline future work as for both research and technology.
机译:行业4.0正在在异构方面的所有制造业务中推动快速发展。维护,在生产资产的生命周期中的所有许多衰退中,也不例外。无数决策需要在短时间视野上进行,涉及不同的物理和技术领域,并且可用知识有限。无数的数据来源需要利用和解释 - 经常严重结构,要求和解,并受到不确定性的影响。因此,使用了许多工具 - 每个工具都构思了特定目的,通常利用不同文化中汲取的知识,并处理难以彼此整合的生产资产的模型。我们猜想OOM(面向对象的建模和仿真)范式可以帮助解决这种艰难的情景。在本文中,我们构建和激励刚刚制造的声明,提供高级支持示例,并为研究和技术概述未来的工作。

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