Flexible production line product research and development and manufacturing cloud platform based on intelligent data collaboration

Yanyin Xie; Rui Yang; Ruihan Hu; Lin Gan; Hualin Ke

doi:10.1117/12.2667215

22 February 2023 Flexible production line product research and development and manufacturing cloud platform based on intelligent data collaboration

Yanyin Xie, Rui Yang, Ruihan Hu, Lin Gan, Hualin Ke

Author Affiliations +

Proceedings Volume 12587, Third International Seminar on Artificial Intelligence, Networking, and Information Technology (AINIT 2022); 1258720 (2023) https://doi.org/10.1117/12.2667215
Event: Third International Seminar on Artificial Intelligence, Networking, and Information Technology (AINIT 2022), 2022, Shanghai, China

Abstract

This paper focuses on how to ensure the availability and effectiveness of massive cloud data for industrial robots in the flexible production line, address the technical challenge in building a massive data cloud platform for industrial robots, and resolve the engineering problem of cloud based industrial robot cloud service application. To achieve this purpose, research is conducted on industrial robot hybrid cloud platform architecture, network technology, industrial robot big data system, autonomous learning cloud data processing and other technologies, which provides support for cloud service applications. It is suggested to combine knowledge atlas, digital twins, deep neural network, migration learning and other artificial intelligence technologies, which is conducive to remote monitoring and fault diagnosis cloud service applications. This has been verified and promoted in the handling, polishing, stacking, welding, assembly and other robots in 3C, mold, household appliances, automobile, furniture, electronic equipment manufacturing and other industries.

Citation Download Citation

Yanyin Xie, Rui Yang, Ruihan Hu, Lin Gan, and Hualin Ke "Flexible production line product research and development and manufacturing cloud platform based on intelligent data collaboration", Proc. SPIE 12587, Third International Seminar on Artificial Intelligence, Networking, and Information Technology (AINIT 2022), 1258720 (22 February 2023); https://doi.org/10.1117/12.2667215

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KEYWORDS

Data modeling

Robots

3D modeling

Clouds

Data processing

Cutting equipment

Data acquisition

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