Toward New-Generation Intelligent Manufacturing
На пути к интеллектуальному производству нового поколения
2018-02-01
SCID: 54.1/mrc3wmzt
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advanced manufacturing technologyartificial intelligencehuman-cyber-physical systemsnew-generation intelligent manufacturingtechnology roadmap
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Abstract (AI)
Intelligent manufacturing is a general concept that is under continuous development. It can be categorized into three basic paradigms: digital manufacturing, digital-networked manufacturing, and new-generation intelligent manufacturing. New-generation intelligent manufacturing represents an in-depth integration of new-generation artificial intelligence (AI) technology and advanced manufacturing technology. It runs through every link in the full life-cycle of design, production, product, and service. The concept also relates to the optimization and integration of corresponding systems; the continuous improvement of enterprises’ product quality, performance, and service levels; and reduction in resources consumption. New-generation intelligent manufacturing acts as the core driving force of the new industrial revolution and will continue to be the main pathway for the transformation and upgrading of the manufacturing industry in the decades to come. Human-cyber-physical systems (HCPSs) reveal the technological mechanisms of new-generation intelligent manufacturing and can effectively guide related theoretical research and engineering practice. Given the sequential development, cross interaction, and iterative upgrading characteristics of the three basic paradigms of intelligent manufacturing, a technology roadmap for “parallel promotion and integrated development” should be developed in order to drive forward the intelligent transformation of the manufacturing industry in China.
Key Findings
1
Because the three paradigms develop sequentially, interact across technologies, and upgrade iteratively, China needs a roadmap for their parallel promotion and integrated development.
2
Human-cyber-physical systems explain the technological mechanisms of new-generation intelligent manufacturing and can guide theoretical research and engineering practice.
3
Intelligent manufacturing comprises three paradigms: digital manufacturing, digital-networked manufacturing, and new-generation intelligent manufacturing.
4
New-generation intelligent manufacturing deeply integrates new-generation AI with advanced manufacturing across the full life cycle of design, production, products, and services.
5
This paradigm aims to optimize and integrate manufacturing systems while improving product quality, performance, and service and reducing resource consumption.
Research Object
new-generation intelligent manufacturing
Research Subject
its integration of new-generation AI with advanced manufacturing across the full life cycle, including system optimization, improved product and service performance, and reduced resource consumption
Publication Details
Publication Date
2018-02-01
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Cited by6
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