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Big data-based production whole-process visual intelligent management and control method and system

A full-process, big data technology, applied in data processing applications, neural learning methods, office automation, etc., can solve problems such as damage and large deviations, and achieve the effect of realizing the value of data

Pending Publication Date: 2021-03-23
OCEAN UNIV OF CHINA
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  • Abstract
  • Description
  • Claims
  • Application Information

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Problems solved by technology

[0004] In the production process control of cylinder components in the prior art, only the data of a single data source is usually extracted as the monitoring object. However, the deviation generated by a single data source is relatively large, and the probability of damage may be high

Method used

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Embodiment Construction

[0048] In order to make the purpose, technical solution and advantages of the application more clear, the technical solution in the embodiment of the application will be described in more detail below in conjunction with the drawings in the embodiment of the application. In the drawings, the same or similar reference numerals denote the same or similar elements or elements having the same or similar functions throughout. The described embodiments are some, but not all, embodiments of the application. The embodiments described below by referring to the figures are exemplary, and are intended to explain the present application, and should not be construed as limiting the present application. 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. Embodiments of the present application will be described in detail below in conjunction with th...

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Abstract

The invention discloses a big data-based production whole-process visual intelligent management and control method and system. The big data-based production full-process visual intelligent managementand control method comprises the steps of obtaining production line data of a cylinder body assembly in a manufacturing process, wherein the production line data is obtained through a plurality of data sources; performing data fusion on the production line data to obtain fusion data; and generating management data according to the fused data. According to the production full-process visual intelligent management and control method based on big data, multi-source heterogeneous production line data is collected, data fusion processing and intelligent analysis are carried out, and effective management of manufacturing big data is achieved. By deeply mining the relationship between the equipment operation data and the product processing data, the product full-process data is visually displayed, auxiliary decisions are provided for enterprise managers, and the data value is fully achieved.

Description

technical field [0001] The invention relates to the technical field of industrial big data intelligent processing and visual analysis, in particular to a big data-based visualized intelligent control method for the entire production process and a big data-based visualized intelligent control system for the entire production process. Background technique [0002] In the context of big data, whether machinery manufacturing can make full use of big data technology is related to the future survival and development of machinery manufacturing. Big data technology has powerful collection, analysis and processing capabilities. However, most companies currently fail to make full use of big data effective decision-making. However, the existing manufacturing production data lacks a unified management and control status. [0003] In the process of producing cylinder block and cylinder head, it is very necessary to detect the running state of the machine tool. In general, there are two...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06Q10/10G06Q10/06G06K9/62G06N3/04G06N3/08
CPCG06Q10/103G06Q10/06393G06Q10/06395G06N3/084G06N3/047G06N3/044G06F18/23G06F18/25
Inventor 贾东宁王美栋商丽燕
Owner OCEAN UNIV OF CHINA
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