Human–Cyber–Physical Systems (HCPSs) in the Context of New-Generation Intelligent Manufacturing
Человеко-киберфизические системы (HCPS) в контексте интеллектуального производства нового поколения
2019-07-22
SCID: 54.1/rkmy5xzy
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advanced manufacturing technologyartificial intelligencehuman–cyber–physical systemsintelligent manufacturingnew-generation intelligent manufacturing
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Abstract (AI)
An intelligent manufacturing system is a composite intelligent system comprising humans, cyber systems, and physical systems with the aim of achieving specific manufacturing goals at an optimized level. This kind of intelligent system is called a human–cyber–physical system (HCPS). In terms of technology, HCPSs can both reveal technological principles and form the technological architecture for intelligent manufacturing. It can be concluded that the essence of intelligent manufacturing is to design, construct, and apply HCPSs in various cases and at different levels. With advances in information technology, intelligent manufacturing has passed through the stages of digital manufacturing and digital-networked manufacturing, and is evolving toward new-generation intelligent manufacturing (NGIM). NGIM is characterized by the in-depth integration of new-generation artificial intelligence (AI) technology (i.e., enabling technology) with advanced manufacturing technology (i.e., root technology); it is the core driving force of the new industrial revolution. In this study, the evolutionary footprint of intelligent manufacturing is reviewed from the perspective of HCPSs, and the implications, characteristics, technical frame, and key technologies of HCPSs for NGIM are then discussed in depth. Finally, an outlook of the major challenges of HCPSs for NGIM is proposed.
Key Findings
1
HCPSs provide both the technological principles and architectural framework for designing, constructing, and applying intelligent manufacturing systems.
2
Intelligent manufacturing has evolved from digital manufacturing through digital-networked manufacturing toward new-generation intelligent manufacturing (NGIM).
3
Intelligent manufacturing is conceptualized as a human–cyber–physical system integrating humans, cyber systems, and physical systems to achieve optimized manufacturing goals.
4
NGIM is driven by the deep integration of new-generation artificial intelligence as enabling technology with advanced manufacturing technology as foundational technology.
5
The study reviews intelligent manufacturing’s evolution through the HCPS perspective and examines HCPS implications, characteristics, technical architecture, key technologies, and major challenges for NGIM.
Research Object
Human–cyber–physical systems (HCPSs) for new-generation intelligent manufacturing
Research Subject
The evolutionary development, implications, characteristics, technical architecture, key technologies, and challenges of HCPSs in new-generation intelligent manufacturing
Publication Details
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2019-07-22
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References available in scid.ai6
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Digital Twins and Cyber–Physical Systems toward Smart Manufacturing and Industry 4.0: Correlation and Comparison2019
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Applications of artificial intelligence in intelligent manufacturing: a review2017
Toward New-Generation Intelligent Manufacturing2018