Analysis system based on industrial data

Abstract

The present invention provides an analysis system based on industrial data. The analysis system based on industrial data is applied to industrial devices. The analysis system comprises a plurality ofalgorithm modules, and concretely comprises: a data obtaining unit configured to obtain industrial data of an industrial device; a data analysis unit configured to select algorithm modules requiring being called and configuration parameters corresponding to the algorithm modules according to the industrial data to form call information of the algorithm modules; a data processing unit configured tocall corresponding algorithm modules according to the call information, wherein the algorithm modules perform processing of the industrial data according to the configuration parameters and return aprocessing result to the data analysis unit; and a model construction unit configured to process the industrial data according to the algorithm modules called by the data processing unit to form an industrial data processing model. The problems are solved that a customized analysis method brings large code compiling work for developers to influence the project enforcement efficiency and cause lowdevelopment efficiency in the prior art.

Description

technical field [0001] The invention relates to the field of communication technology, in particular to an analysis system based on industrial data. Background technique [0002] With the deep integration of industrialization and informatization and the rapid development of the Industrial Internet of Things, a large amount of data that can represent the operating status of equipment and production operations has been collected, and industrial enterprises have thus accumulated a large amount of industrial data. Through the collected industrial data, it is possible to use data-driven machine learning methods to play a role in the industrial field. Although the value of industrial big data applications has great potential, around the needs of industrial data analysis, how to make better use of data, provide faster project implementation efficiency, and higher project quality, so that industrial data can truly bring value to enterprises , is the core of the problem. [0003] I...

AI Technical Summary

Problems solved by technology

At this stage, although there are some data analysis tools available for developers, which provide convenience for developers to analyze historical data and assist them to complete the basic analysis work in the offline data analysis and modeling stage to a certain extent, it is often difficult to integrate the training Good models are conveniently used in the development of online application systems

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