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Intelligent process recommendation method based on knowledge

A recommendation method and knowledge technology, applied in the field of knowledge-based process intelligence recommendation, can solve the problems of lack of standardized guidance and low execution efficiency.

Active Publication Date: 2020-10-20
南京国睿信维软件有限公司
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0004] The design process often needs to go through many steps, and each step lacks standardized guidance, resulting in low execution efficiency

Method used

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  • Intelligent process recommendation method based on knowledge
  • Intelligent process recommendation method based on knowledge
  • Intelligent process recommendation method based on knowledge

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Experimental program
Comparison scheme
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Embodiment Construction

[0042] The present invention is described in further detail now in conjunction with accompanying drawing.

[0043] Such as figure 1 As shown, the knowledge resource base of the present invention includes a process resource base, a process knowledge base and a self-defined resource knowledge base, and the process resource base includes manufacturing units, equipment, tooling, tools, props, measuring tools, materials, procedures, and work steps; process knowledge The library includes internal standards, process templates, process templates, and common technical terms; the custom resource knowledge base includes cutting parameters, machining allowances, processing methods, features, and technical requirements. Input work experience into the system as needed to form a database. In actual use, one or more corresponding knowledge parameters are selected according to the design goal, and the knowledge parameters are existing knowledge parameters in the knowledge resource database. ...

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Abstract

The invention relates to an intelligent process recommendation method based on knowledge. The method comprises the steps of 1, carrying out knowledge resource library modeling, namely conducting modeling and data management on a process resource library, a process knowledge base and a user-defined resource knowledge base; 2, carrying out rule modeling, namely establishing a similarity algorithm; 3, providing knowledge resource items of a target object, namely giving the knowledge resource items of the target object, and giving a priority arrangement sequence and expressing the priority arrangement sequence as {a, b, c... I}; 4, carrying out similarity calculation, namely obtaining a plurality of corresponding knowledge resource items according to the similarity priority arrangement sequence; 5, performing iterative computation to obtain a uniquely recommended knowledge resource item; and 6, recommending a uniquely determined process. According to the method, the optimal process is quickly matched from the database through data library building and calculation.

Description

technical field [0001] The invention relates to a knowledge-based process intelligence recommendation method, which belongs to the technical field of artificial intelligence. Background technique [0002] Each product is designed from scratch, the reuse rate of parts is low, and there are many similar new parts, which increases the cost of design, manufacturing and maintenance. [0003] Designers design in their own way, lack of standardization and standardization, and there are problems in quality, cost, and manufacturability. [0004] The design process often needs to go through many steps, and each step lacks standardized guidance, resulting in low execution efficiency. [0005] Experienced "teachers" are valuable assets of enterprises, but as they age and retire, this valuable knowledge is facing loss. [0006] The level of designers has a great influence on design quality, cost, and efficiency, and the design process is dependent on personnel experience and ability le...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06N5/02G06F16/9035G06Q50/04
CPCG06N5/022G06N5/027G06Q50/04G06F16/9035Y02P90/30
Inventor 陈云龙张宁黄振雄肖增伟
Owner 南京国睿信维软件有限公司