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104 results for “Wavelet Neural Network, Wind Speed Prediction, Wavelet Activation Functions”

Research Article Open Access Comparison the forecasting performance of wavelet activation functions in wind speed prediction with wavelet neural networks
Mustafa Demir, Demir M, Turgut Özseven, Özseven T, Arzu Sarıgül, Sarıgül A, Serkan Şenkal, Şenkal S
Ist International Symposium on Innovative Approaches in Scientific Studies 2018

The integration of increasing renewable energy-based energy production into the existing electricity grid has become of great importance. The biggest difficulty to integration into the power grid is variability and discontinuity of wind energy. To deal with th…

Research Article Open Access PREDICTION OF HIGH-TEMPERATURE PERFORMANCE OF GEOPOLYMER MODIFIED ASPHALT BINDER USING ARTIFICIAL NEURAL NETWORKS
Mustafa Alas, Alas M, Shaban Ismael Albrka Ali  , Albrka Ali   S
2nd International Symposium on Innovative Approaches in Scientific Studies 2018

Complexity in the behavior of asphalt binders are further escalated with geopolymer (fly ash and the alkali liquid) modification thus, making it difficult to predict the performance of the binder accurately. This study employs artificial neural network model…

Research Article Open Access A Novel Tool For Selection Of Low Power Wind Turbines
Volkan Karaca, Karaca V, Turgut Özseven, Özseven T, Turan Ağıl, Ağıl T, Sadık Önal, Önal S
Ist International Symposium on Innovative Approaches in Scientific Studies 2018

The use of alternative energy sources has begun to increase with the ever-increasing demand for energy. Today, with this increase, energy production is being tried to be obtained from alternative energy sources. Many companies have included the installation of…

Research Article Open Access Engine performance and exhaust gas temperature modeling in a diesel engine with butanol-diesel fuel blends: Comparison of artificial neural networks and regression analysis
Samet Gürgen, Gürgen S, İsmail Altın, Altın İ
2nd International Symposium on Innovative Approaches in Scientific Studies 2018

In this study, the effect of using a mixture of butanol and diesel fuel in a small diesel engine on engine performance and exhaust emissions is modeled. A comparison has been made with artificial neural networks, which is an up-to-date method, and multiple l…

Research Article Open Access Some results of the driving point impedance functions
Bülent Nafi ÖRNEK, ÖRNEK B, Canan ORAL, ORAL C, Timur DÜZENLİ, DÜZENLİ T
2nd International Symposium on Innovative Approaches in Scientific Studies 2018

In this paper, a boundary version of the Schwarz lemma has been considered for driving point impedance functions at s = 0 point of the imaginary axis. Accordingly, under Z(0) 0 = condition, the modulus of the derivative of the Z s ( ) function has been consi…

Research Article Open Access Non-Magnetic Materials Assignment based on Artificial Neural Network
Umut Özkaya, Özkaya U, Şaban Öztürk, Öztürk Ş, Levent Seyfi, Seyfi L, Bayram Akdemir, Akdemir B
Ist International Symposium on Innovative Approaches in Scientific Studies 2018

In this paper, signal recognition system is proposed for classification of soil types and buried object by using feature extraction and artificial neural networks. Using GprMax simulation program, 300 GPR A scan signals were obtained for different ground plane…

Review Open Access Functional Development in Facial Transplants Using Surface EMG Analysis: Literature Review
Serkan Şenkal, Şenkal S, Hakan Çoban, Çoban H, Mustafa Demir, Demir M, Arzu Sarıgül, Sarıgül A
Ist International Symposium on Innovative Approaches in Scientific Studies 2018

In recent years, significant improvements have been made in face transplants as well as organ transplants operations. It is also important to improve the adaptation process and quality of life of the patient after the transplant as well as the successful compl…

Research Article Open Access GENERALIZATIONS OF FIXED POINT THEOREMS FOR MULTIVALUED MAPS VIA Q-FUNCTIONS
Nurcan Bilgili Güngör, Bilgili Güngör N
2nd International Symposium on Innovative Approaches in Scientific Studies 2018

In 1996 Kada, Suzuki and Takahashi defined the w-distance mappings on metric spaces and they proved fixed point theorems for w-distances. In 2008 Homidan, Ansari and Yao gave the Q-functions on quasi-metric space and they generalized the main results of Kada…

Research Article Open Access Estimation of Electricity Consumption of Turkey by using ARIMA, Grey Model and Linear Regression Analysis
Zeynep Ceylan, Ceylan Z, Hakan Öztürk, Öztürk H, Birol Elevli, Elevli B
2nd International Symposium on Innovative Approaches in Scientific Studies 2018

The successful estimation of future electricity consumption has a crucial importance in the energy planning. Because, in order to meet rising energy demand, policy makers should formulate electricity supply policies and make critical decisions and develop ne…

Research Article Open Access Fine-Tuning Models Comparisons on Garbage Classification for Recyclability
Umut Özkaya, Özkaya U, Levent Seyfi, Seyfi L
2nd International Symposium on Innovative Approaches in Scientific Studies 2018

In this study, it is aimed to develop a deep learning application which detects types of garbage into trash in order to provide recyclability with vision system. Training and testing will be performed with image data consisting of several classes on differen…

Research Article Open Access Operating of Asynchronous Motor in Generator Mode with Variable Load, Unload and Experimental Investigation of Output Electrical Parameters
Mehmet Ali Özçelik, Özçelik M, Ahmet Aycan, Aycan A
Ist International Symposium on Innovative Approaches in Scientific Studies 2018

Asynchronous motors are the most preferred engines in the industry due to factors such as their stable speed, economic and operational safety. Recently, asynchronous motors have been used as generators in the power generation sector and especially in wind turb…

Research Article Open Access Combined Heat Transfer in Glass and Plastic Covered Solar Collector
Zerrin SERT , SERT  Z, Çisil TİMURALP, TİMURALP Ç, Mesut TEKKALMAZ , TEKKALMAZ  M
Ist International Symposium on Innovative Approaches in Scientific Studies 2018

In this study, combined thermal radiation and natural convection heat transfer problem are investigated in glass and plastic covered flat solar collector. The bottom plate that absorbs the sunlight and the ambient temperature are kept constant. Solar collector…

Research Article Open Access Outdoor Zippered Curtains
A.Aslı İlleez, İlleez A, Bülent İlleez, İlleez B
Ist International Symposium on Innovative Approaches in Scientific Studies 2018

The sun's rays, which are our source of life, give us pleasure to enjoy in the winter and spring, but in the summer, the steep and scorching rays disturb us all. For this reason, it is observed that on average, 52% of the cooling load needed in the calculation…

Research Article Open Access Forecast of Daily Average Air Temperature by Artificial Neural Networks: Yozgat Province Case
Tolga Hayıt, Hayıt T, Ömer Dağıstanlı, Dağıstanlı Ö, Gökalp Çınarer, Çınarer G
Ist International Symposium on Innovative Approaches in Scientific Studies 2018

Today, with the rapidly development of technology, artificial neural networks (ANN) usage as an alternative to statistical methods increase in many fields such as finance sector, medical science, defense industry, production, robot systems, image processing an…

Research Article Open Access Dimension Forecast in Microstrip Antenna for C/X/Ku Band by Artificial Neural Network
Umut Özkaya, Özkaya U, Levent Seyfi, Seyfi L
2nd International Symposium on Innovative Approaches in Scientific Studies 2018

In this study, it is aimed to design C pattern array microstrip antenna for C Band (4 to 8 GHz), X Band (8 to 12 GHz) and Ku Band (12 GHz to 18 GHz). The proposed geometry was fed by coaxial probe. Optimum antenna was designed with Artificial Neural Network …

Research Article Open Access Electricity Generation Using R134a in Organic Rankine Cycle
Osman İpek, İpek O, Merve Göltaş, Göltaş M, Mehmet Kan, Kan M, Barış Gürel, Gürel B
Ist International Symposium on Innovative Approaches in Scientific Studies 2018

Developing technology, and electronic devices, power consumption is increasing day by day. At the present time, there are many methods used to generate electricity. Most of these methods cause environmental pollution. The share of thermal power plants in elect…

Research Article Open Access Kent Müzelerinin Öneminin Örneklerle İncelenmesi Examining the Importance of City Museums with Examples
Makbulenur Bekar, Bekar M, Demet Ülkü Gülpınar Sekban, Gülpınar Sekban D
2nd International Symposium on Innovative Approaches in Scientific Studies 2018

Cities have changed in every sense from past to present. For example, demands and needs have increased and consequently changed. As a result; the cities have a complex structure that is not stable. In this process, declining green areas have directed people …

Research Article Open Access Comparison of Inverse Distance Weighting and Ordinary Kriging Methods for Meteorological Maps
Mustafa Hüsrevoğlu, Hüsrevoğlu M, İsmail Bülent Gündoğdu, Gündoğdu İ
Ist International Symposium on Innovative Approaches in Scientific Studies 2018

Generally, it is limited to obtain all kinds of data for determining of variables which distributed points in any area. Estimates are made from this data for unsampled locations. Thus, the spatial properties of an examined variable are defined all over the are…

Research Article Open Access Real World NOx Emissions of a City Bus under Urban Driving Conditions
Şeref Soylu, Soylu Ş
Ist International Symposium on Innovative Approaches in Scientific Studies 2018

Evolution of EU road transport emission standards indicates that the limits have been reduced more than 90% in the last decades. However, nowadays, the urban populations in many developed countries are still suffering from urban transport sourced emissions. On…

Research Article Open Access Catalyst behavior of plasma state in methane decomposition to hydrogen and solid carbon
Fariborz Rashidi, Rashidi F, Mohammad  Mahdi Moshrefi, Mahdi Moshrefi M
2nd International Symposium on Innovative Approaches in Scientific Studies 2018

A novel continues plasma reactor with rotating electrodes was designed and constructed to investigate methane decomposition to hydrogen and solid carbon. This new reactor structure causes stable operation. Hydrogen is main part of gaseous products which cont…

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