A data processing system and method for injection molding industry based on big data

Abstract

The invention discloses an injection molding industrial data processing system and method based on big data, which belongs to the technical field of industrial data processing and includes a data process monitoring module, a data terminal monitoring module and a server; the data process monitoring module is used to monitor the injection molding machine process The data is detected and processed, and the data terminal monitoring module is used to monitor and process the data of the injection molding machine according to the products produced by the injection molding machine; the process data of the injection molding machine is detected through the data process monitoring module, and the detection data, working hours and Work environment, integrate and mark as input data; obtain predictive model; input the input data into the predictive model to obtain the output result and mark it as the predictive label, the predictive label is the state label corresponding to the input data, and can keep abreast of the injection molding machine during operation Data problems, provide warnings for users, so that problems can be found in time and losses can be 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, ...

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 product meets the specification requirements. If it cannot be found in time The production of product problems will cause great economic losses; therefore, it is urgent to provide a big data-based injection molding industry data processing system and method to solve the problem of injection molding machine data processing

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