Modeling environmental performance of manufacturing systems from semantic and computational aspects
Modeling environmental performance of manufacturing systems from semantic and computational aspects
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从语义和计算方面对制造系统的环境绩效进行建模
DOI：
10.1016/j.procir.2022.05.100
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发表时间：
2022
期刊：
影响因子：
--
通讯作者：
Furukawa Yoshiyuki
中科院分区：
文献类型：
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作者：
Komoto Hitoshi;Furukawa Yoshiyuki
制造系统的环境绩效是制造系统可持续社会的关键绩效指标。标准在系统评估制造系统的环境绩效以及收集用于新型运营管理和控制应用的制造系统运营数据方面发挥着至关重要的作用。在本研究中，作者研究了相关标准，特别是 ISO 20140 系列和 IEC 612264 系列，从语义和计算方面实现制造系统环境绩效评估的数字化。这项研究首先开发了一个信息模型，用于描述具有上下文信息的制造系统的环境绩效评估，其次开发了一个工具来构建模型的实例，并根据在基于该模型的制造过程中测量的操作数据来计算环境 KPI。该研究展示了成功集成两个标准以构建支持可持续制造的应用程序的案例。
Environmental performance of manufacturing systems is a key performance indicator of manufacturing systems for sustainable society. Standards play a crucial role in systematic evaluation of the environmental performance of manufacturing systems as well as collection of the operational data of manufacturing systems used for novel operations management and control applications. In this study, the authors investigate related standards, ISO 20140 series and IEC 612264 series in particular, toward the digitalization of environmental performance evaluation of manufacturing systems from semantic and computational aspects. The investigation led to firstly the development of an information model to describe an environmental performance evaluation of a manufacturing system with context information, and secondly the development of a tool to build an instance of the model and compute an environmental KPI from the operational data measured in a manufacturing process based on the model. The study shows a case of successful integration of two standards to build an application to support sustainable manufacturing.