Mühendislik ve Doğa Bilimleri Fakültesi
Recent Submissions
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Enhancing monthly lake levels forecasting using heuristic regression techniques with periodicity data component: application of Lake Michigan
(Theoretical and Applied Climatology, 2022-02-21)This study investigates the accuracy of three diferent techniques with the periodicity component for estimating monthly lake levels. The three techniques are multivariate adaptive regression splines (MARS), least-square ... -
Trend analysis of lakes and sinkholes in the Konya Closed Basin, in Turkey
(Natural Hazards, 2022-04-15)This study aims to investigate the trend of water-level changes in lakes (Lake Tuz and Lake Beyşehir) and sinkholes (Timraş and Kızören) in the Konya Closed Basin located in Turkey. Water-level changes in these lakes and ... -
Forecasting of solar radiation using different machine learning approaches
(Neural Computing and Applications, 2022-09-23)In this study, monthly solar radiation (SR) estimation was performed using five different machine learning-based approaches. The models used are support vector machine regression (SVMR), long short-term memory (LSTM), ... -
Neurocomputing intelligence models for lakes water level forecasting: a comprehensive review
(Neural Computing and Applications, 2022-09-10)Hydrological processes forecasting is an essential step for better water management and sustainability. Among several hydrological processes, lake water level (LWL) forecasting is one of the significant processes within ... -
Developing numerical equality to regional intensity–duration–frequency curves using evolutionary algorithms and multi‑gene genetic programming
(Acta Geophysica, 2022-08-24)This study aims to carry out regional intensity−duration−frequency (IDF) equality using the relationship with IDF obtained from point frequency analysis. Eleven empirical equations used in the literature for seven climate ... -
Türkiye’nin uzun dönem ortalama sıcaklık (°C) değerlerinin üç farklı enterpolasyon yöntemi ile tahmini
(Geomatik, 2021-09-20)Bu çalışmada, Türkiye'nin uzun vadeli aylık ortalama sıcaklıkları üç farklı enterpolasyon yöntemi kullanılarak tahmin edilmiştir. Sıcaklıklar komşu ölçüm istasyonlarına ait enlem-boylam özellikleri ve Ters Mesafe Ağırlıklı ... -
Modeling of annual maximum flows with geographic data components and artificial neural networks
(International Journal of Engineering and Geosciences, 19-10-20)The flow rate at which the instantaneous maximum flow is recorded throughout the year is called the Annual Maximum Flow (AMF). These flow rates often cause disasters such as floods. Snow melts and extreme precipitation ... -
Model-Ağacı (M5-tree) yaklaşımı ile HELIOSAT tabanlı güneş radyasyonu tahmini
(Geomatik, 15-02-20)Solar radyasyon (SR), enerji dönüşümü, meteoroloji, tarım ve hayvancılık ile ilgili çalışmalar için önemli bir parametredir. Solar radyasyonun belirlenebilmesi için gereken alıcıların tüm noktalar için temin edilememesinden ... -
Designing Modular Bite Force Measurement System for Stomatognathic Considerations
(International Journal of Science and Research (IJSR), 2020-02-01)The stomatognathic system is a very complex structure that includes the temporomandibular joint, masticatory muscles, teeth, gingiva, tongue, and pharynx. In this structure, maximum bite force measurement has been ... -
Accuracy Comparison of CNN Networks on GTSRB Dataset
(2022-12-26)In this era, interpreting and processing the data of traffic signs has crucial importance for improving autonomous car technology. In this respect, the relationship between the recognition of traffic signs and industrial ... -
Katkı malzemelerinin fazla kullanılmasının betona etkisi: Vaka analizi
(Karamanoglu Mehmetbey University Journal of Engineering and Natural Sciences, 2020-12-29)Dünya’da beton katkı malzemeleri 1870’li yıllarda araştırılmaya başlanmıştır. 1930’lı yılların başından itibaren su azaltıcı katkılar ile ilgili araştırmalar yapılmaya başlamıştır. Bu tür katkılar 1940-1960 yılları ... -
Çok değişkenli optimizasyon ile organik Rankine çevrim verimini etkileyen parametrelerin hassasiyet ve katkı oranlarının tespiti
(Pamukkale University Journal of Engineering Sciences, 2023)Bu çalışmada, Organik Rankine Çevrimi (ORÇ) üzerinde etkisi olan performans parametrelerinin hassasiyet seviyeleri ve katkı oranları belirlenmiştir. Performans parametreleri evaporatör-kondenser pinch point sıcaklık farkı ... -
Jeotermal ısı kaynaklı Organik Rankine Çevriminde kuru ve izantropik akışkanların çevresel etkilerinin ve termodinamik performanslarının karşılaştırılması
(GUFBD / GUJS Gümüşhane Üniversitesi FBD, 2022)Organik Rankine Çevrimi (ORÇ), düşük sıcaklık aralığında su yerine organik akışkanın kullanıldığı bir elektrik üretim sistemidir. ORÇ, elektrik üretmek için atık ısıyı değerlendirmek amacıyla santrallerde kullanılmaktadır. ... -
Determination of Optimum Pinch Point Temperature Difference Depending on Heat Source Temperature and Organic Fluid with Genetic Algorithm
(Academic Platform Journal of Engineering and Smart Systems (APJESS), 2022)In this study, the effect of evaporator pinch point temperature difference (∆TPP,e) value in Organic Rankine Cycle (ORC) on system performance was determined. Under different applications of ORC, optimum ∆TPP,e value has ... -
ORÇ ile Düşük Sıcaklıklı Isı Kaynaklarından Elektrik Üretilmesinde Islak ve Yeni Nesil Akışkanların Çevresel ve Termodinamik Performanslarının Karşılaştırılması
(NEÜ FMBD, 2021)Organik Rankine Çevrimi (ORÇ), termal enerjiyi elektrik enerjisine dönüştüren, yüksek oranda erişilebilir, yaygın olarak kullanılan bir enerji üretim şeklidir. ORÇ’de, türbin jeneratörü termal enerjiyi önce mekanik ... -
Time series modelling for goat and cow milk price index forecasting by trend analysis and Holt’s method
(3rd Advanced Engineering Days, 2022-06-16)Goat and cow milk is a fundamental agricultural product. Multiple factors can affect the price of milk over time such as production conditions, consumption demand, financial crisis and inflation. Dynamics of the milk price ... -
Response surface methodology optimization of hydraulic conductivity change by microbially induced CaCO3 precipitation
(3rd Advanced Engineering Days, 2022-06-16)In columns packed with glass beads in the range of 0.25 mm to 3 mm in diameter, the effect of the number of cells deposited in hydraulic conductivity of porous media using CaCO3 precipitation produced by Sporosarcina ... -
Forecasting of streamflow and comparison of artificial intelligence methods: A case study for Meram Stream in Konya, Turkey
(MDPI, 2022-05-22)The planning and management of water resources are affected by streamflow. The analysis of the sustainability of water resources has used well-grounded methods such as artificial neural networks, used for streamflow ... -
Response surface methodology optimization of hydraulic conductivity change by microbially induced CaCO3 precipitation
(DESANILATION AND WATER TREATMENT, 2021-09)The aim of this work was to formulate an empirical model using the data of the electrochemical treatment of cattle slaughterhouse wastewater. The empirical model was developed using response surface methodology with ... -
Assessment of stakeholder satisfaction as additive to improve building design quality: AHP-based approach
(Springer Netherlands, Journal of Housing and the Built Environment, 2021-05-04)It is possible to obtain better, qualified and error-free structures by evaluating the multidimensional criteria reflects all manner of opinions in the building production process. Stakeholders’ integration plays a major ...
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