A centralized control console of a mine communication control system and a mine communication control system
A technology of communication control and central control console, which is applied in general control systems, program control in sequence/logic controllers, control/regulation systems, etc., and can solve problems such as low work efficiency, inability to control remotely, and long wiring. Achieve the effects of improving work efficiency, facilitating after-sales maintenance, and improving replaceability
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[0032] As an implementation, the mine failure model is composed of a three-dimensional convolutional neural network including a convolutional layer, an activation layer, a pooling layer, a fully connected layer and an output layer.
[0033] In specific implementation, the training procedure of described mine failure model is:
[0034] Use the preset three-dimensional convolution layer to perform a weighted and summed convolution operation on the historical three-dimensional images of mines that have been marked with fault types to extract the primary features of the image and obtain the primary feature map;
[0035] Add nonlinear features to the primary feature map through the activation layer;
[0036] Reduce the dimensionality of the primary feature map with nonlinear features added through the pooling layer;
[0037] Extract advanced features from the primary feature map processed by the pooling layer through the fully connected layer;
[0038] Through the Softmax classif...
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