scholarly journals Safety Evaluation of Microgrid Using Chaotic Time Series and RBF Neural Network

2020 ◽  
Vol 853 ◽  
pp. 012009
Author(s):  
He Qin ◽  
Wenbo Tang
Keyword(s):  
Neural Network ◽  
Time Series ◽  
Rbf Neural Network ◽  
Safety Evaluation ◽  
Chaotic Time Series

The Research Based on RBF Neural Network in the Power of Prediction of Grain Depot

2012 ◽  
Vol 182-183 ◽  
pp. 1358-1361
Author(s):  
Le Xiao ◽  
Min Peng Hu
Keyword(s):  
Neural Network ◽  
Time Series ◽  
Prediction Model ◽  
Radial Basis Function ◽  
Basis Function ◽  
Rbf Neural Network ◽  
Electricity Consumption ◽  
Nonlinear Time Series ◽  
Modeling And Prediction ◽  
Radial Basis

According to the fact that the use of electricity in grain depot is nonlinear time series, the article introduces the prediction model of electricity based on Radial Basis Function Neural Network, and conducts the modeling and prediction by adopting the historical electricity consumption of a typical grain depot. As the result of simulation shows, the model obtains better forecasting results in grain depot electricity.

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