Working parameter control method for edge calculation based on Internet of Things

Abstract

The invention discloses a working parameter control method for edge computing based on the Internet of Things. The development of the Internet of Things technology and the edge technology provides a new underlying support for the smart industry. In the method, an industrial production line for dedusting an electronic component is constructed based on the Internet of Things and edge calculation, a nozzle for dedusting is connected to an edge end in the Internet of Things, and working parameter control is performed by adopting an artificial intelligence control mode based on deep learning based on the calculation performance of the edge end. Moreover, for improving the calculation speed of the edge end, training and inferring of a convolutional neural network and statistical processing of the size data of the electronic component are carried out at the cloud end of the Internet of Things, so that category data about the surface dust amount of the electronic component and category data about the size of the electronic component are obtained. Therefore, when working parameter control is carried out at the edge end, the parameter quantity of the deep neural network used by the edge end can be reduced, so that the calculation quantity of the edge end is reduced.

Description

technical field [0001] The present invention relates to equipment parameter control in the field of the Internet of Things, and more specifically, to a working parameter control method based on the edge computing of the Internet of Things, a working parameter control system and electronic equipment based on the edge computing of the Internet of Things. Background technique [0002] With the development of science and technology, IoT technology and edge computing technology are playing an increasingly important role in the industrial field, enabling industrial control, automation, metering, condition monitoring, asset management and tracking. [0003] Electronic components are basic elements in electronic circuits, usually individually packaged, and have two or more leads or metal contacts. There will always be a certain amount of dust attached to electronic components during production and transportation. Since electronic components are usually in a clean environment when th...

AI Technical Summary

Problems solved by technology

However, in the working process of the above-mentioned intelligent industrial production line, the problem encountered is mainly how to control the air outlet parameters of the nozzle, mainly the nozzle air speed, because the dust contamination on each electronic component is different, and sometimes there will be When the size of electronic components requiring dust removal is different

Therefore, if once the wind speed is increased in order to improve the cleanliness, the stability of the electronic components on the conveyor belt may be affected for smaller sizes.

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