Industrial big data analysis platform and method based on multi-source heterogeneous data governance

Abstract

The invention provides an industrial big data analysis platform and method based on multi-source heterogeneous data governance. The industrial big data analysis platform comprises a massive heterogeneous industrial data acquisition system, an industrial data processing system, a super-large-scale industrial data storage system, an industrial data model analysis system and an industrial data multi-dimensional analysis system. The method comprises the steps of collecting data information; managing the data acquired by the massive heterogeneous industrial data acquisition system, and performing intelligent splitting, data cleaning, data association, intelligent matching and attribute screening processing on the complex data; performing storage and security protection on the data matrix; obtaining each piece of analysis data through a machine self-learning model; and performing key index early warning prediction analysis, problem management association analysis and research and developmentproduction capacity analysis on the data stored in the super-large-scale industrial data storage system, and obtaining corresponding analysis results.

Description

technical field [0001] The invention proposes an industrial big data analysis platform and method based on multi-source heterogeneous data governance, belonging to the technical field of data processing. Background technique [0002] At present, the analysis and application based on industrial data is focused on the statistics and analysis of data, and the methods used are also relatively basic statistical analysis methods, such as calculating the mean, median, etc., and using these results as a reference for business decision-making. However, the existing industrial big data processing systems or platforms cannot provide sufficient support for management decisions through data analysis, and the application scenarios of big data analysis are not accurately grasped, making it difficult to analyze the relationship between application scenarios and various historical data The problem. Contents of the invention [0003] The present invention provides an industrial big data an...

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Problems solved by technology

[0003] The present invention provides an industrial big data analysis platform and method based on multi-source heterogeneous data governance, which is used to solve the problem that the existing industrial big data cannot provide sufficient support for management decision-making through data analysis, and the application scenarios of big data analysis cannot be grasped. Accurate, it is difficult to analyze the relationship between application scenarios and various historical data:

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