Application of big data analysis in enterprises under the background of intelligent manufacturing

Chen Zhang

doi:10.1117/12.2659669

30 November 2022 Application of big data analysis in enterprises under the background of intelligent manufacturing

Chen Zhang

Proceedings Volume 12456, International Conference on Artificial Intelligence and Intelligent Information Processing (AIIIP 2022); 124560J (2022) https://doi.org/10.1117/12.2659669
Event: International Conference on Artificial Intelligence and Intelligent Information Processing (AIIIP 2022), 2022, Qingdao, China

Abstract

With the widespread promotion of intelligent manufacturing and the rise of cloud computing and artificial intelligence, big data analysis plays an increasingly important role in the production and operation of manufacturing enterprises. Mining and visual analysis of the massive data of manufacturing enterprises is conducive to discovering the hidden laws and causal relationships of the data, so as to extract useful information and help enterprises implement better decision-making. This paper expounds big data analysis from three aspects: data life cycle management, big data analysis types and key technologies involved, analyzes the application of big data analysis in the field of intelligent manufacturing, and proposes a big data analysis architecture for manufacturing enterprises. Finally, corresponding countermeasures and suggestions are put forward for the problems existing in big data analysis under the background of intelligent manufacturing.

Citation Download Citation

Chen Zhang "Application of big data analysis in enterprises under the background of intelligent manufacturing", Proc. SPIE 12456, International Conference on Artificial Intelligence and Intelligent Information Processing (AIIIP 2022), 124560J (30 November 2022); https://doi.org/10.1117/12.2659669

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