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A technology of industrial data and intelligent analysis, applied in the field of intelligent analysis, can solve problems such as single ability, lack of intelligent analysis algorithm, single data preprocessing function, etc.
Inactive Publication Date: 2019-05-10
徐工汉云技术股份有限公司
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The traditional industrial data access capability support protocol has great limitations, and the data preprocessing function is single
[0003] At present, many systems have relatively simple data processing capabilities, only for general data collection, filtering, and storage, with single capabilities and lack of intelligence and underlying analysis algorithms; Hidden value takes center stage
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[0026] In order to make the object, technical solution and advantages of the present invention clearer, the present invention will be further described in detail below with reference to the accompanying drawings and embodiments. However, it should be understood that the specific embodiments described here are only used to explain the present invention, and are not intended to limit the scope of the present invention.
[0027] Unless otherwise defined, all technical terms and scientific terms used herein have the same meaning as commonly understood by those skilled in the technical field of the present invention, and the terms used in the description of the present invention herein are only to describe specific implementations The purpose of the example is not intended to limit the present invention.
[0028] Such as figure 1 As shown, an industrial data intelligent analysis system includes industrial data access DA (Data Access), interactive visualization IV (Interactive visu...
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Abstract
The invention discloses an industrial data intelligent analysis system, which belongs to the technical field of intelligent analysis and comprises an industrial data access DA, an interactive visual IV and an intelligent analysis AI. The method comprises the following steps: step 1, adopting a data access + big data underlying analysis platform + application layer Web visualization architecture mode by the whole industrial data intelligent analysis system; 2, adding a data source; 3, collecting data, and storing and integrating the data; 4, preprocessing the data; 5, realizing algorithm analysis and task development: modeling the data after data preprocessing according to a business scene, adopting intelligent analysis AI, providing analysis algorithm configuration of a bottom layer, customizing a task flow in a draggable manner, and carrying out periodic or immediate processing configuration on the task; and 6, carrying out operation management and display. The method has the beneficial effects that intelligent analysis of a large amount of industrial data is realized, and the potential value of the industrial data is mined; and abundant graphs explore a visual interface, and one-stop service is provided.
Description
technical field [0001] The invention relates to an industrial data intelligent analysis system, which belongs to the technical field of intelligent analysis. Background technique [0002] With the continuous deepening of industrial manufacturing intelligence, informatization, and dataization, from customer needs to sales, orders, planning, research and development, design, technology, manufacturing, procurement, supply, inventory, shipment and delivery, after-sales service, operation and maintenance All kinds of data generated in various links of the entire product life cycle, such as scrapping, recycling, and remanufacturing, have increased significantly. The data is more and more complex, and the requirements for data processing and analysis capabilities are also constantly increasing. The traditional industrial data access capability support protocol has great limitations, and the data preprocessing function is single. [0003] At present, many systems have relatively si...
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