Search Results - subject:"RBFN"

Medium-range forecast of cyclogenesis over North Indian Ocean with multilayer perceptron model using satellite data

Chaudhuri, Sutapa; Goswami, Sayantika; Middey, Anirban - In: Natural Hazards 70 (2014) 1, pp. 173-193

An attempt is made in this study to develop a model to forecast the cyclonic depressions leading to cyclonic storms over North Indian Ocean (NIO) with 3 days lead time. A multilayer perceptron (MLP) model is developed for the purpose and the forecast quality of the model is compared with other...

Persistent link: https://www.econbiz.de/10010996463

Intensity forecast of tropical cyclones over North Indian Ocean using multilayer perceptron model: skill and performance verification

Chaudhuri, Sutapa; Dutta, Debashree; Goswami, Sayantika; … - In: Natural Hazards 65 (2013) 1, pp. 97-113

forecast error with MLP model is minimum (4.70 %) whereas the forecast error with radial basis function network (RBFN) is …

Persistent link: https://www.econbiz.de/10010996272

Development of intelligent MPPT (maximum power point tracking) control for a grid-connected hybrid power generation system

Hong, Chih-Ming; Ou, Ting-Chia; Lu, Kai-Hung - In: Energy 50 (2013) C, pp. 270-279

Wilcoxon (radial basis function network) RBFN and the improved (Elman neural network) ENN for (maximum power point tracking … achieve the MPPT. The solar array is integrated with an RBFN control algorithm to track the maximum power. MATLAB (MATrix …

Persistent link: https://www.econbiz.de/10010807539