Yazar "Açıkgöz, Hakan" için Elektrik-Elektronik Mühendisliği Bölümü Koleksiyonu listeleme
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Long Short-Term Memory Network-based Speed Estimation Model of an Asynchronous Motor
Açıkgöz, Hakan; Korkmaz, Deniz (IEEE (Institute of Electrical and Electronics Engineers), 2021)In this paper, an effective deep rotor speed estimation model of an asynchronous motor is presented. The estimation model is based on the long short-term memory (LSTM) network which is one of the deep learning models. The ... -
WSFNet: An efficient wind speed forecasting model using channel attention-based densely connected convolutional neural network
Açıkgöz, Hakan; Budak, Ümit; Korkmaz, Deniz; Yıldız, Ceyhun (Elsevier, 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 ...