Research on Key Technologies of Artificial Intelligence for Intelligent Manufacturing

Case Study Based on Industrial Robots

Authors

  • Shian Xu

DOI:

https://doi.org/10.54097/k6s1zq90

Keywords:

Intelligent manufacturing; artificial intelligence; key technology; industrial robot.

Abstract

Intelligent manufacturing, as the main form of future manufacturing, is the highland of a new round of competition in the global manufacturing industry, which will fundamentally change the production and manufacturing methods and technological and economic paradigms formed by human beings since the industrial revolution. At present, the intelligent manufacturing industry is still in the early stage of development, which is characterized by three typical characteristics: continuous growth of market size, strong promotion by national governments and diversification of competition subjects. At present, China's manufacturing industry is facing transformation, and the manufacturing industry is bound to need to transform to intelligent manufacturing. Industrial robots are the main content of current intelligent manufacturing, how to fully apply artificial intelligence technology to the manufacturing of industrial robots, so that its manufacturing efficiency, manufacturing accuracy and other product attributes are improved, to maximize its economic benefits, has a particularly important application value. The application of intelligent manufacturing and robots can not only promote the faster development of manufacturing, but also reconstruct new forms of manufacturing. Based on this, the paper first summarizes the application technology of intelligent manufacturing, and then analyzes the key technology of robot application for reference to relevant workers.

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References

Grau A, Indri M, Bello L L, et al. Robots in industry: The past, present, and future of a growing collaboration with humans[J]. IEEE Industrial Electronics Magazine, 2020, 15(1): 50-61.

GAO L,SHEN W,LI P,et al.New trends inintelligent manufacturing [J]. Engineering, 2019,5(4):619-620.

Eshaghi M, Ghasemi M, Khorshidi K. Design, manufacturing and applications of small-scale magnetic soft robots[J]. Extreme Mechanics Letters, 2021, 44: 101268.

Tan Jianrong, Liu Daxin, Liu Zhenyu, et al. Research on key technology approaches from Digital Manufacturing to Intelligent Manufacturing [J]. Engineering Science, 2017, 19 (3):39-44.

TAN Jianrong. Key technologies and development trends of intelligent Manufacturing and robot application [J]. Robot Technology and Application, 2017(3):18-19.

Deng Zhidong. Al Robots ignite the fuse of the "Fourth Industrial Revolution" [J]. Robot Industry, 2016(4):12-21.

DAY C P. Robotics in industry: their role in intelligentmanufacturing. Engineering, 2018,4 (4) : 440-445.

Wang L, Liu S, Liu H, et al. Overview of human-robot collaboration in manufacturing[C]//Proceedings of 5th International Conference on the Industry 4.0 Model for Advanced Manufacturing: AMP 2020. Springer International Publishing, 2020: 15-58.

Barosz P, Gołda G, Kampa A. Efficiency analysis of manufacturing line with industrial robots and human operators [J]. Applied Sciences, 2020, 10(8): 2862.

Lăzăroiu G, Andronie M, Iatagan M, et al. Deep learning-assisted smart process planning, robotic wireless sensor networks, and geospatial big data management algorithms in the internet of manufacturing things[J]. ISPRS International Journal of Geo-Information, 2022, 11(5): 277.

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Published

21-03-2024

Issue

Section

Articles

How to Cite

Xu, S. (2024). Research on Key Technologies of Artificial Intelligence for Intelligent Manufacturing: Case Study Based on Industrial Robots. Frontiers in Business, Economics and Management, 14(1), 204-208. https://doi.org/10.54097/k6s1zq90