A novel technological performance measurement indicator: a smart manufacturing approach

Luisa Maria Tumbajoy Cardona, Mariela Muñoz-Añasco
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Abstract

Abstract The implementation of digital manufacturing technologies (DMTs) represents the beginning of transforming a manufacturing system towards a smart manufacturing system (SMS). Assessing the performance of the DMTs implemented is essential to meet the objectives in a SMS and allows identifying their usefulness. However, estimating this performance is a challenging task due to the heterogeneous characteristics of the DMTs, such as the origin of information, capacity, connectivity, etc. Although some SMS performance measurement metrics are known, none are intended to identify the performance of DMTs. This article follows a methodology for the construction of technological performance indicators and proposes a novel indicator based on the individual characteristics of the DMTs and the smart factory concept of interoperability. The proposed indicator allows approaching the behavior of one or multiple DMTs implemented simultaneously and introduces a quantifiable measurement that can be applied to any industrial process. It is noteworthy, that such an indicator is not present in the literature and may be of great interest to enterprises currently implementing DMTs related to SMS. The applicability of the indicator considering multiple DMTs is validated through an illustrative test case.
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一种新的技术绩效衡量指标:智能制造方法
数字制造技术(dmt)的实施代表了制造系统向智能制造系统(SMS)转变的开始。评估所实现的dmt的性能对于满足SMS中的目标并确定其有用性至关重要。然而,由于dmt的异构特性(如信息来源、容量、连接性等),估计这种性能是一项具有挑战性的任务。虽然已知一些SMS性能度量指标,但没有一个是用来确定dmt的性能的。本文遵循技术绩效指标的构建方法,并基于dmt的个体特征和互操作性的智能工厂概念提出了一个新的指标。建议的指标允许接近同时实现的一个或多个dmt的行为,并引入可应用于任何工业过程的可量化测量。值得注意的是,这样的指标在文献中不存在,可能对目前实施与SMS相关的dmt的企业非常感兴趣。通过一个说明性测试用例验证了考虑多个dmt的指标的适用性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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