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Large-scale hot continuous rolling data scheme customizing system based on cloud computing

A technology of hot rolling and cloud computing, which is applied in computing, electrical digital data processing, special data processing applications, etc., to achieve the effects of large data control space, reducing incoordination, and easy discovery of rules

Inactive Publication Date: 2013-07-10
UNIV OF SCI & TECH BEIJING
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0005] The technical problem to be solved by the present invention is to build a cloud data warehouse that can be used for analysis and mining for the original hot-rolled steel system, and provide an expandable theme customization function for flexible processing of complex data sets under unknown demand conditions. theme customization for further data mining and analysis

Method used

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  • Large-scale hot continuous rolling data scheme customizing system based on cloud computing
  • Large-scale hot continuous rolling data scheme customizing system based on cloud computing
  • Large-scale hot continuous rolling data scheme customizing system based on cloud computing

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Embodiment Construction

[0043] The present invention provides a system based on cloud computing and aimed at processing complex hot rolling data set theme customization under unknown requirements.

[0044] Such as figure 1 As shown, the hot strip data set theme customization system includes: ETL (information extraction) module, data persistence layer module and expandable theme customization module to complete the data preprocessing process from data collection, data analysis, data storage, and theme customization . The system analyzes the original hot rolling system through the ETL module, and dynamically constructs a data table in the data persistence layer module according to the analyzed data structure; it can extract the real-time collected data and historical data from the hot rolled steel production line to the temporary file of the ETL module Folder; the data persistence layer module regularly merges the data collected by the ETL module into the table in the cloud data warehouse every day; the s...

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Abstract

The invention provides a large-scale hot continuous rolling data theme customizing system based on cloud computing. The large-scale hot continuous rolling data theme customizing system comprises an ETL (electron transport layer) module, a data persistence layer and a theme customizing layer. The ETL module is used for realizing original hot continuous rolling system data analysis, a cloud data warehouse data sheet building and a data extraction; the data persistence layer organizes and stores structuralized data extracted from the ETL module by utilizing the cloud data warehouse; and the theme customizing module, aiming at solving the problem of data theme analysis in the cloud data warehouse, provides users with reasonable customizing schemes through a theme pool and an experience pool, and provides users with a general data analytical function through a public data mining method pool and a MapReduce module container, so that working efficiency of data management staff can be improved. The theme customizing system has flexible expandability, can be integrated in any original hot continuous rolling system data system, can solve a complicated data theme clarifying problem when a user's requirement is unclear, and can provide a reliable data set guarantee to the hot continuous rolling system data analysis.

Description

Technical field [0001] The invention relates to the technical field of large-scale data processing in the iron and steel metallurgical industry, in particular to the pre-processing field of data mining for hot tandem rolling. Background technique [0002] In the daily production process of the hot strip rolling production line, a large amount of real-time data is generated, which contains rich scientific research value. For a long time, due to insufficient attention to massive data and poor management, the data has been stored scattered for a long time and has not been effectively used. From the perspective of data mining, it is a great waste. To a certain extent, this has greatly affected the development of hot rolling technology. [0003] With the development of computer technology, basically all hot-rolled steel strip mills have realized electronic and information management. However, these are just some storage, statistics and display of existing data, such as direct display ...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06F17/30
Inventor 邹丽晖张德政华镇阿孜古丽孙义谢永红刘宏岚杜鑫
Owner UNIV OF SCI & TECH BEIJING
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