Browsing by Author "Acikgoz, Hakan"
Now showing items 1-2 of 2
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An improved residual-based convolutional neural network for very short-term wind power forecasting
Yildiz, Ceyhun; Acikgoz, Hakan; Korkmaz, Deniz; Budak, Umit (Pergamon-Elsevıer Scıence Ltd, 2021)An accurate forecast of wind power is very important in terms of economic dispatch and the operation of power systems. However, effectively mitigating the risks arising from wind power in power system operations greatly ... -
WSFNet: An efficient wind speed forecasting model using channel attention-based densely connected convolutional neural network
Acikgoz, Hakan; Budak, Umit; Korkmaz, Deniz; Yildiz, Ceyhun (Pergamon-Elsevıer Scıence Ltd, 2021)This paper introduces a novel deep neural network (WSFNet) to efficiently forecast multi-step ahead wind speed. WSFNet forms the basis of the stacked convolutional neural network (CNN) with dense connections of different ...
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