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

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.