Further expansion from smart manufacturing system (SMS) to social smart manufacturing system (SSMS) based on industrial internet

IF 6.5 1区 工程技术 Q1 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS
Yuguang Bao , Xianyu Zhang , Chengjun Wang , Xinguo Ming
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引用次数: 0

Abstract

The Industrial Internet (II) is driving the evolution of the manufacturing industry characterized by socially-engagement, servitization, universal interaction, and connection. With a single technical perspective, the requirements of “Sociality” and “Smartness” for future factories are often confused. The motivation of this study is to fill the existing gaps and provide practical knowledge for exploring how to design, synthesize, implement, and deploy a social smart manufacturing system (SSMS). Through an in-depth industrial practice investigation based on cooperative inquiry, an innovative factory model, namely II-supported SSMS, was proposed and synthesized for establishing a socialized aerospace part machining service ecosystem. The II-supported SSMS has been implemented and demonstrated via testbed validation. Furthermore, useful and portable practical knowledge was elicited from the industrial practice. A detailed six-step system architecture and a structural and hierarchical implementation strategy were presented, revealing the reference subsystem, integration logic, main technology tenants, and critical implementation processes of II-supported SSMS. Finally, the practical value and useful insights of II-supported SSMS were analyzed from the aspects of functionality, efficiency, flexibility, smartness, anthropocentric production, interconnectedness, collaborative intelligence, and scalability and portability. The potential risks, challenges, and barriers also were discussed.

从智能制造系统 (SMS) 进一步扩展到基于工业互联网的社会智能制造系统 (SSMS)
工业互联网(II)正在推动以社会参与、服务化、普遍互动和连接为特征的制造业的发展。由于技术视角单一,未来工厂对 "社会性 "和 "智能性 "的要求经常被混淆。本研究旨在填补现有空白,为探索如何设计、综合、实施和部署社会智能制造系统(SSMS)提供实用知识。通过基于合作探究的深入工业实践调查,提出并归纳了一种创新工厂模式,即 II 支持的社会化智能制造系统(SSMS),用于建立社会化航空航天零件加工服务生态系统。II 支持的 SSMS 已经实施,并通过试验平台验证进行了演示。此外,还从工业实践中获得了有用且可移植的实用知识。介绍了详细的六步系统架构和分层实施策略,揭示了 II 支持的 SSMS 的参考子系统、集成逻辑、主要技术租户和关键实施流程。最后,从功能性、效率、灵活性、智能性、以人类为中心的生产、互联性、协作智能、可扩展性和可移植性等方面分析了 II 支持的 SSMS 的实用价值和有益启示。此外,还讨论了潜在的风险、挑战和障碍。
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来源期刊
Computers & Industrial Engineering
Computers & Industrial Engineering 工程技术-工程:工业
CiteScore
12.70
自引率
12.70%
发文量
794
审稿时长
10.6 months
期刊介绍: Computers & Industrial Engineering (CAIE) is dedicated to researchers, educators, and practitioners in industrial engineering and related fields. Pioneering the integration of computers in research, education, and practice, industrial engineering has evolved to make computers and electronic communication integral to its domain. CAIE publishes original contributions focusing on the development of novel computerized methodologies to address industrial engineering problems. It also highlights the applications of these methodologies to issues within the broader industrial engineering and associated communities. The journal actively encourages submissions that push the boundaries of fundamental theories and concepts in industrial engineering techniques.
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