Flexible intelligent dispensing system and method based on machine learning

Abstract

The invention is suitable for the technical field of dispensing machine metering distribution, and provides a flexible intelligent dispensing method based on machine learning, which comprises the following specific steps: 1, establishing a reference process database; 2, roughly scanning a product tray through a scanning module, identifying a product model, and directly calling dispensing data fitted in the last period by a central control system according to the product model and controlling a dispensing module to roughly adjust a dispensing posture; 3, fine-scanning bullet bodies of all perforating bullets in the product tray by a scanning module, carrying out real-time classification and fitting on data of the product tray by a central control system, and correcting called dispensing data through the fitted data; and 4, enabling a dispensing machine to execute dispensing according to the latest dispensing data. According to the method, mixed line and mixed type continuous automatic dispensing operation of perforating bullets is achieved, the debugging cost is greatly reduced or eliminated, the production cycle of new products is shortened, and the method has high industrial application and popularization value.

Description

technical field [0001] The invention belongs to the technical field of dispenser metering and distribution, and in particular relates to a flexible intelligent dispensing system and method based on machine learning. Background technique [0002] The existing dispensing system is mainly suitable for the electronics industry. It is mainly used for dispensing operations on relatively regular and flat surfaces such as circuit boards and baffles. The vertical projection of the trajectory is generally a centrally symmetrical figure, the dispensing trajectory is relatively regular, and there is no need to adjust the predetermined trajectory during the dispensing process. [0003] The existing dispensing system is mainly for the continuous dispensing of a single product, which cannot meet the dispensing operations of mixed-line and mixed-type products, and there is currently no automatic dispensing system applied to the production of civil explosives, ammunition, and pyrotechnics. ...

AI Technical Summary

Problems solved by technology

[0004] The purpose of the embodiment of the present invention is to provide a flexible intelligent dispensing system and method based on machine learning, aiming to solve the problem that the existing dispensing system is mainly oriented to continuous dispensing of a single product and cannot meet the requirements of mixed lines and mixed products. Glue operation, and currently there is no problem with the automatic dispensing system used in the field of civil explosives or ammunition and explosives production

Images