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Intelligent rate parameter control method based on Softmax-like function information entropy

A function information, parameter control technology, applied in neural learning methods, image data processing, devices for coating liquid on surfaces, etc., can solve problems such as uneven coating

Pending Publication Date: 2022-02-11
广州睿享网络科技有限公司
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

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Problems solved by technology

However, since the windshield does not lie flat in the frame during the windshield sealing operation, and the glue itself may move due to its fluid nature, this method of gluing sometimes presents uneven application

Method used

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  • Intelligent rate parameter control method based on Softmax-like function information entropy
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  • Intelligent rate parameter control method based on Softmax-like function information entropy

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Embodiment Construction

[0045] Hereinafter, exemplary embodiments according to the present application will be described in detail with reference to the accompanying drawings. Apparently, the described embodiments are only some of the embodiments of the present application, rather than all the embodiments of the present application. It should be understood that the present application is not limited by the exemplary embodiments described here.

[0046] Scenario overview

[0047] As mentioned earlier, the current automatic glue dispensing device dispenses glue at a constant rate at each gluing position, and moves at a constant speed along the frame of the windshield. However, during the windshield sealing operation, the windshield The glass does not lie flat in the frame, and the glue itself may move due to its fluid nature, so this method of glue application sometimes has uneven glue application.

[0048] Based on this, the inventors of the present application expect to be able to control the glue...

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Abstract

The invention relates to intelligent glue sealing operation parameter control in the field of intelligent manufacturing, and particularly discloses an intelligent rate parameter control method based on Softmax-like function information entropy. Comprising the following steps: extracting spatial features of a gluing position in an image by adopting a convolutional neural network; through information entropy expression of a Softmax-like function, obtaining the relevance of distribution characteristics of the local spatial characteristics of the gluing position and the overall spatial characteristics of the windshield in a high-dimensional space; fusing the information entropy matrix of the Softmax-like function and the local space high-dimensional features of the gluing position to construct a feature matrix; and obtaining desired parameters from the characteristic matrix through an encoder, namely, the glue outlet rate and the moving rate.

Description

technical field [0001] The present invention relates to intelligent sealing operation parameter control in the field of intelligent manufacturing, and more specifically, to an intelligent rate parameter control method based on Softmax-like function information entropy, an intelligent rate parameter control system based on Softmax-like function information entropy and Electronic equipment. Background technique [0002] When installing or replacing the windshield of a car, sealing operations are required to effectively bond the windshield to the frame. In the current sealing operation, there is already an automatic glue dispensing device instead of manual extrusion, which greatly improves the glue dispensing operation of the windshield. [0003] The current automatic glue dispensing device dispenses glue at a constant rate at each gluing position, and moves at a constant speed along the frame of the windshield, thereby ensuring uniform gluing at each gluing position. However...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06T7/00G06T3/40G06K9/62G06N3/04G06N3/08B05C11/10
CPCG06T7/0004G06T3/40G06N3/08B05C11/1002G06T2207/10004G06T2207/20081G06T2207/20084G06T2207/30108G06T2207/20076G06N3/047G06N3/048G06F18/2415G06F18/241
Inventor 冯旭
Owner 广州睿享网络科技有限公司