Patent ID: 11860216
Assignee: QINGDAO TOPSCOMM COMMUNICATION CO., LTD
Field: Computer technology (Electrical engineering)
Classification: CPC G  H | IPC G

Claim 6:
7. The method for detecting a fault arc signal according to claim 6, wherein
the convolution layers and the fully connected layers adopt a ReLu activation function, which is expressed as:

relu(x)=max(0,x);

the output layer adopts a sigmoid activation function, which is expressed as, sigmoid
    (
    x
    )
   
   =
   
    1
    
     1
     +
     
      e
      
       -
       x
      
     
    
   
  
  ;
     
  and
 

the output layer outputs a probability value ranging from 0 and 1 by using the sigmoid activation function, and a half-wave is determined as a normal half-wave or a fault arc based on the probability value.