Yazar "Açıkgöz, Hakan" için WoS İndeksli Yayınlar Koleksiyonu listeleme
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An efficient fault classification method in solar photovoltaic modules using transfer learning and multi-scale convolutional neural network
Korkmaz, Deniz; Açıkgöz, Hakan (Elsevier, 2022)Photovoltaic (PV) power generation is one of the remarkable energy types to provide clean and sustainable energy. Therefore, rapid fault detection and classification of PV modules can help to increase the reliability of ... -
An improved residual-based convolutional neural network for very short-term wind power forecasting
Yıldız, Ceyhun; Açıkgöz, Hakan; Korkmaz, Deniz; Budak, Ümit (ELSEVIER, 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 ... -
A Novel Short-Term Photovoltaic Power Forecasting Approach based on Deep Convolutional Neural Network
Korkmaz, Deniz; Açıkgöz, Hakan; Yıldız, Ceyhun (2021)In this study, a novel photovoltaic power forecasting system that utilizes a deep Convolutional Neural Network (CNN) structure and an input signal decomposition algorithm is proposed. The proposed CNN architecture extracts ...