Measurements for Smart Manufacturing in an Industry 4.0 Scenario A Case-Study on A Mechatronic System

G. D'Emilia, A. Gaspari, E. Natale
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引用次数: 16

Abstract

A procedure for the analysis of the variability causes, affecting the advanced control flow for a mechatronic system used as a part of CPS, in an Industry 4.0 context, is described. Experimental results are used as a test-case to define, apply and validate some actions implemented in order to take control of the informative flow. Some of them focus on the fulfillment of particular formal aspects, which are considered as prerequisites for the application of the data-processing procedure. Some others are considered substantial i.e. linked to the physical interpretation of the monitored phenomena. The results show that an effective reduction of variability of outputs of the algorithms in an Industry 4.0 context can be obtained.
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工业4.0场景下智能制造的测量——以机电一体化系统为例
描述了在工业4.0背景下,影响作为CPS一部分的机电系统高级控制流程的可变性原因分析程序。实验结果被用作测试用例来定义、应用和验证为了控制信息流而实现的一些操作。其中一些侧重于实现特定的形式方面,这些方面被认为是应用数据处理程序的先决条件。其他一些被认为是实质性的,即与对监测现象的物理解释有关。结果表明,在工业4.0环境下,可以有效地减少算法输出的可变性。
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