Yazar "Mert, İlker" için listeleme
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A comparative study of estimating solar radiation using machine learning approaches: DL, SMGRT, and ANFIS
Üstün, İsmail; Üneş, Fatih; Mert, İlker; Karakuş, Cuma (Taylor and Francis Ltd., 2022)Solar energy has a key role in producing clean and emissions-free power compare to conventional methods. However, sustainable development also requires a reliable and predictable energy source. It also needs methods to ... -
Comparison of different techniques for estimation of incoming longwave radiation
Bilgiç, Hasan Hüseyin; Mert, İlker (Springer, 2020)Global warming and climate change have left developing countries fragile in terms of agricultural production, and this vulnerability is expected to increase in the near future. The surface energy budget approach is a ... -
Deep neural network approach to estimation of power production for an organic Rankine cycle system
Mert, İlker; Bilgiç, Hasan Hüseyin; Yağlı, Hüseyin; Koç, Yıldız (Springer, 2020)In this study, the possibility of using Stepwise multilinear regression and deep learning models to estimate the behaviour of the organic Rankine cycle (ORC) has been investigated. It was found that a number of parameters ... -
Electricity production by wet type top-pressure recovery turbine in blast furnaces
Mert, İlker; Karakuş, Cuma; Gençoğlu, Ali (Pamukkale Üniversitesi, 2020)Today, the iron and steel industry is critical to energy consumption. The high energy demand of the iron and steel production process brings along high costs. This leads to the need to reduce energy demand and develop ... -
Estimating the energy production of the wind turbine using artificial neural network
Mert, İlker; Karakuş, Cuma; Üneş, Fatih (Springer-Verlag London Ltd, 2016)Due to fluctuating weather conditions, estimating wind energy potential is still a significant problem. Artificial neural networks (ANNs) have been commonly used in short-term and just-in-time modeling of wind power ... -
Estimation of wind energy power using different artificial intelligence techniques and empirical equations
Mert, İlker; Üneş, Fatih; Karakuş, Cuma; Joksimovic, Darko (Taylor and Francis Inc., 2019)The understanding of the behavior of a wind turbine is difficult due to changes in weather conditions. To obtain the response of a wind turbine influenced by changes in both wind speed and its direction, using the ... -
Estimation of wind energy power using different artificial intelligence techniques and empirical equations
Mert, İlker; Üneş, Fatih; Karakuş, Cuma; Joksimovic, Darko (Taylor and Francis, 2021)The understanding of the behavior of a wind turbine is difficult due to changes in weather conditions. To obtain the response of a wind turbine influenced by changes in both wind speed and its direction, using the ... -
Hatay bölgesi rüzgar enerjisi potansiyelinin olasılık dağılımları ve yapay sinir ağları ile modellenmesi
Mert, İlker (İskenderun Teknik Üniversitesi / Mühendislik ve Fen Bilimleri Enstitüsü / Makine Mühendisliği Anabilim Dalı, 2018)Enerji ihtiyacını büyük oranda ithalat yolu ile karşılayan Türkiye, döviz kurlarında meydana gelen dalgalanmalar, küresel siyasi ve mali krizler nedeniyle ekonomik gelişimini devam ettirebilmek için enerji kaynaklarını ... -
Yüksek fırınlarda ıslak tip tepe-basınç geri kazanım türbini ile elektrik üretimi
Mert, İlker; Karakuş, Cuma; Gençoğlu, Ali (Pamukkale Üniversitesi, 2020)Demir-çelik sektörü günümüzde enerji tüketimi açısından kritik bir öneme sahiptir. Demir-çelik üretim sürecinin yüksek enerji ihtiyacı, beraberinde yüksek maliyetleri de getirmektedir. Bu durum, sektörde ürün kalitesini ...
