作为复杂系统的过程工厂的数据管理:系统的文献回顾和挑战与机遇的识别

IF 4.9 3区 工程技术 Q1 ENGINEERING, CHEMICAL
Max Layer, J. Leidich, Sebastian Schwoch, Bernhard Saske, S. Neubert, Peter Robl, Kristin Paetzold-Byhain
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引用次数: 0

摘要

摘要在制造业的引领下,生产系统的虚拟复制品也被称为数字双胞胎(DT),正逐渐进入工业的各个领域。它们的优势在于可以进行产品优化、模拟、改进停机时间的监控和预测以及优化维护,仅举几例。与汽车等单位生产驱动领域相比,作为机电一体化系统的加工厂的工程设计、采购和施工(EPC)的特点是项目特定修改程度高,跨学科工程工作可重用性低。这导致在加工厂的整个生命周期内,特别是当供应商被整合到价值链中时,创建DT的成本效益比很高。本文的目的是分析工厂生命周期管理、数据交换的状态,以及在工艺工厂的规划和EPC过程中优化供应商集成的可能性。使用三个研究问题(RQ)将总共356份已确定的出版物缩小到54份,然后对其进行检查。这些论文涵盖了各种主题,包括结合特定学科的模型、工厂管理方法以及两者的结合。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Data management of process plants as complex systems: systematic literature review and identification of challenges and opportunities
Abstract Led by the manufacturing industry, virtual replicas of production systems also known as digital twins (DTs) are gradually moving into all areas of industry. Their advantages are characterized by the possibility of product optimization, simulations, improved monitoring and prediction of downtimes and optimized maintenance, to name just a few. The engineering, procurement and construction (EPC) of process plants as mechatronic systems is characterized by a high degree of project-specific modifications and interdisciplinary engineering effort with low reusability, in contrast to unit-production-driven areas such as automotive. This results in a high cost-benefit ratio for the creation of DTs over the life cycle of process plants, especially when suppliers are integrated into the value chain. The objective of this paper is to analyze the state of plant lifecycle management, data exchange and the possibilities of optimized supplier integration during the planning and EPC of process plants regarding DT creation and usage. Three research questions (RQs) were used to narrow down a total of 356 identified publications to 54, which were then examined. The papers covered a variety of topics, including combining discipline-specific models, plant management approaches and the combination of both.
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来源期刊
Reviews in Chemical Engineering
Reviews in Chemical Engineering 工程技术-工程:化工
CiteScore
12.30
自引率
0.00%
发文量
37
审稿时长
6 months
期刊介绍: Reviews in Chemical Engineering publishes authoritative review articles on all aspects of the broad field of chemical engineering and applied chemistry. Its aim is to develop new insights and understanding and to promote interest and research activity in chemical engineering, as well as the application of new developments in these areas. The bimonthly journal publishes peer-reviewed articles by leading chemical engineers, applied scientists and mathematicians. The broad interest today in solutions through chemistry to some of the world’s most challenging problems ensures that Reviews in Chemical Engineering will play a significant role in the growth of the field as a whole.
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