Patent ID: 11959900
Assignee: CENTRAL SOUTH UNIVERSITY
Field: Measurement (Instruments)
Classification: CPC G  B | IPC B  G

Claim 6:
7. The method according to claim 6, wherein the step of obtaining the pollutant concentration prediction model for the associated air quality monitoring stations in the step of Δt in the step 3) is, specifically, to use a GMDH predictor as the predictor model, which uses a Kolmogorov-Gabor polynomial as a support function; a topological structure of the GMDH predictor comprises 3 layers, and the predictor model selects a plurality of neurons as an input of the next layer after a first layer is formed; a number of neurons in each layer is limited to 100; and the following equation is used as an evaluation function:, evaluation
  =
  
   
    
     ∑
     
      i
      =
      1
     
     3
    
    
     n
     i
    
   
   +
   MSE
  
 

wherein, ni is the number of neurons in the i-th layer in the GMDH predictor, and MSE is a mean square error predicted by the prediction model on the verification set.