Industrial big data processing system based on artificial intelligence algorithm

Abstract

The invention discloses an industrial big data processing system based on an artificial intelligence algorithm. The invention belongs to the technical field of industrial data processing. The supportbased on an artificial intelligence algorithm can be realized; industrial equipment information is acquired offline; useless information is removed after preprocessing; useful data information and simple integration processing are realized; a proper artificial intelligence algorithm is selected for processing according to the data type; then, the information is uploaded to a cloud server after security encryption; data processing and analysis are carried out by utilizing the strong computing power and computing speed of the cloud server; decision support is provided for industrial production;reasonable, scientific and efficient production and processing by utilizing industrial equipment are facilitated; the industrial data processing and analyzing speed and precision can be rapidly improved, a large amount of industrial data query and analysis can be achieved, an existing industrial production mode is effectively improved through rear remote centralized processing and front visual query, and industrial intellectualization and Internet of Things development are protected.

Description

technical field [0001] The invention relates to the technical field of industrial data processing, and more specifically, relates to an industrial big data processing system based on artificial intelligence algorithms. Background technique [0002] With the rapid development of modern industry, data is generated all the time in modern industrial production. Whether it is "Industry 4.0" in Germany, "Industrial Internet" in the United States, or "Made in China", the implementation of manufacturing innovation strategies in various countries is based on the collection and analysis of industrial big data, and builds an application environment for the manufacturing system. In the process of manufacturing products in industrial enterprises, through data collection, storage and analysis, information decision support can be provided, and it plays an important role in product production process, product quality, production management control, R&D design, remote maintenance and other l...

AI Technical Summary

Problems solved by technology

However, due to various practical problems such as huge data volume, wide distribution, complex structure, and uneven value, the data needs to be standardized and cleaned before analysis, and distributed storage needs to be carried out according to the actual data demand speed, while only relying on a single Statistical analysis is far from meeting the needs of modern intelligent industrial production lines. Because the industrial process of factory production is relatively complicated, and the storage time cannot reflect the business increment, business partition conversion cannot be performed.

In the face of massive and complex industrial data, commonly used data processing methods are slow in statistical analysis, making it difficult to query and analyze large amounts of data

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