Injection molding industry data processing system and method based on big data

A technology for industrial data and processing systems, applied in neural learning methods, biological neural network models, design optimization/simulation, etc., can solve problems such as economic losses, and achieve the effects of ensuring product quality, reducing losses, and simplifying detection steps

Active Publication Date: 2021-08-13
广州中和互联网技术有限公司
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  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

With the continuous advancement of science and technology, the injection molding machine still has a lot of room for improvement, especially in the urgent need of further improvement in data processing. It is necessary to detect the production model of the product in real time to ensure that the produced produc...

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  • Injection molding industry data processing system and method based on big data

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Embodiment Construction

[0037] The technical solutions of the present invention will be clearly and completely described below in conjunction with the embodiments. Apparently, the described embodiments are only some of the embodiments of the present invention, not all of them. Based on the embodiments of the present invention, all other embodiments obtained by persons of ordinary skill in the art without making creative efforts belong to the protection scope of the present invention.

[0038] Such as figure 1 As shown, an injection molding industrial data processing system based on big data includes a registration login module, a data process monitoring module, a data terminal monitoring module, and a server; the server communicates with the registration login module, the data process monitoring module, and the data terminal monitoring module respectively ;

[0039] The registration and login module includes a registration unit, a login unit and a verification unit. The registration unit is used for...

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Abstract

The invention discloses an injection molding industrial data processing system and method based on big data, and belongs to the technical field of industrial data processing. The system comprises a data process monitoring module, a data terminal monitoring module and a server, wherein the data process monitoring module is used for detecting and processing injection molding machine process data, the data terminal monitoring module is used for monitoring and processing the injection molding machine data according to injection molding machine production products, the process data of an injection molding machine is detected through the data process monitoring module, the detection data, the working duration and the working environment of the injection molding machine are obtained in real time, integrated and marked as input data, a prediction model is obtained, the input data is input into the prediction model to obtain an output result and mark an output result as a prediction label, the prediction label is the state label corresponding to the input data, the data problem in the operation process of the injection molding machine can be known in time, warning is provided for a user, the problem can be found in time, and loss is reduced.

Description

technical field [0001] The invention belongs to the technical field of industrial data processing; specifically, it relates to a big data-based injection molding industrial data processing system and method. Background technique [0002] Injection molding machine, also known as injection molding machine or injection machine, is the main molding equipment for making thermoplastics or thermosetting plastics into various shapes of plastic products with plastic molding molds; it is divided into vertical, horizontal, and all-electric types, and the injection molding function The plastic is heated and high pressure is applied to the molten plastic, causing it to shoot out and fill the mold cavity. Injection molding machines are usually composed of injection system, mold clamping system, hydraulic transmission system, electrical control system, lubrication system, heating and cooling system, safety monitoring system, etc. With the continuous advancement of science and technology, ...

Claims

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Application Information

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IPC IPC(8): B29C45/76G06F30/27G06N3/04G06N3/08
CPCB29C45/76G06F30/27G06N3/08B29C2045/7606G06N3/045
Inventor 陈炎坤杜呈表冯良成陈明治区志伟
Owner 广州中和互联网技术有限公司
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