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Data acquisition mining method and equipment

A data mining and data acquisition technology, applied in the field of data processing, can solve the problems of low efficiency of data acquisition and mining, and achieve the effect of high data mining efficiency and accurate analysis results

Inactive Publication Date: 2020-09-04
青岛奥利普奇智智能工业技术有限公司
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0004] The present invention provides a method for data collection and mining to solve technical problems such as low efficiency of data collection and mining in the prior art. The method includes:

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  • Data acquisition mining method and equipment

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Embodiment Construction

[0055] The following will clearly and completely describe the technical solutions in the embodiments of the application with reference to the drawings in the embodiments of the application. Apparently, the described embodiments are only some of the embodiments of the application, not all of them. Based on the embodiments in this application, all other embodiments obtained by persons of ordinary skill in the art without creative efforts fall within the protection scope of this application.

[0056] As mentioned in the background technology, the data mining method in the prior art has low data processing efficiency, cannot meet the needs of factory equipment management, process flow, personnel information, etc., has a low degree of personalization, does not adapt to the development and changes of enterprises, and cannot provide Effective decision-making advice.

[0057] In order to solve the above problems, an embodiment of the present application proposes a data collection and ...

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Abstract

The invention discloses a data acquisition and mining method and equipment. The method comprises the following steps: acquiring production data of production equipment to construct a data source; obtaining corresponding request data information from the data source according to a request instruction, the request data information comprises a data sample and real-time data, and the data sample is historical data corresponding to the real-time data; establishing a data mining model according to the data sample; and inputting the real-time data into the data mining model to obtain an analysis result. The method is high in data mining efficiency, accurate in analysis result and capable of meeting the requirements of factory equipment management, technological processes, personnel information and the like.

Description

technical field [0001] The present application relates to the technical field of data processing, and more specifically, to a data collection and mining method and device. Background technique [0002] For a modern digital factory, a high degree of automation is a symbol of the advanced nature of the factory. With the wide application of automation systems, various data generated in the production and operation of the factory can be collected and stored through the automation system, and no longer rely on the paperwork of front-line workers. quality records. With the development of enterprise informatization, there is a large amount of data in the enterprise database, and enterprise personnel urgently need to obtain useful information from these data. Due to the exponential increase in the amount of data brought by the information age, the existing data mining methods have low data processing efficiency and cannot meet the needs of factory equipment management, process flow...

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06F16/215G06F16/2458G06F16/26
CPCG06F16/215G06F16/2465G06F16/26
Inventor 房昆峰史金良
Owner 青岛奥利普奇智智能工业技术有限公司