Air-ocean Modeling and Prediction System Development

1997 ◽  
Author(s):  
James D. Doyle
Keyword(s):  
System Development ◽  
Ocean Modeling ◽  
Prediction System ◽  
Modeling And Prediction

scholarly journals Evaluation Capability for the Navy Ocean Modeling and Prediction Program

Oceanography ◽  
1992 ◽  
Vol 5 (1) ◽  
pp. 55-59 ◽  
Author(s):  
John Leese ◽  
Robert Willems ◽  
Lanny Yeske
Keyword(s):  
Ocean Modeling ◽  
Prediction Program ◽  
Modeling And Prediction

Fuzzy wavelet neural network for prediction of electricity consumption

2008 ◽  
Vol 23 (2) ◽  
pp. 109-118 ◽  
Author(s):  
Rahib H. Abiyev
Keyword(s):  
Neural Network ◽  
Statistical Data ◽  
Electricity Consumption ◽  
Wavelet Neural Network ◽  
Gradient Algorithm ◽  
Prediction System ◽  
Modeling And Prediction ◽  
Fuzzy Wavelet Neural Network ◽  
Simulation Results ◽  
High Order Nonlinearity

AbstractThe development of a fuzzy wavelet neural network (FWNN) for the prediction of electricity consumption is presented. The fuzzy rules that contain wavelets are constructed. Based on these rules, the structure of FWNN-based system is described. The FWNN system is applied for modeling and prediction of complex time series. The gradient algorithm and genetic algorithm are used for learning of FWNN parameters. The developed FWNN is applied for prediction of electricity consumption. This process has high-order nonlinearity. The statistical data for the last 10 years are used for the development of FWNN prediction model. The effectiveness of the proposed system is evaluated with the results obtained from the simulation of FWNN-based prediction system and with the comparative simulation results of previous related models.

Sign in / Sign up

Export Citation Format

Share Document