33 results
Research Article
Open Access Uçak Görüntülerinin Sınıflandırılmasında Farklı Yapay Zekâ Algoritmalarının Performansı
Özgün Devrim Kılıç, Kılıç Ö, Mustafa Emre Aydemir, Aydemir M, Pınar Öztürk Özdemir, Öztürk Özdemir P
Proceedings of the 6th International Symposium on Innovative Approaches in Smart Technologies 2022 https://doi.org/10.36287/setsci.5.2.018
Günümüzde yapay zekâ uygulamaları ile nesne tespiti birçok alanda kullanılmaktadır. Yapay zekâ ile görüntü işleme teknolojisinin ve veri setlerinin gelişmesiyle birlikte birçok matematiksel model ve algoritma nesne tespitinde kullanılmaktad…
Research Article
Open Access Development of a Torque Vectoring Strategy to improve Performance in Electric Vehicles with Individually Driven Wheels
Hamza Shabbir, Shabbir H, Omer Cihan Kivanc, Kivanc O
Proceedings of the 6th International Symposium on Innovative Approaches in Smart Technologies 2022 https://doi.org/10.36287/setsci.5.2.017
In this work, a new torque vectoring strategy is developed and the results are compared with those of existing controllers that are widely used for such applications in the existing literature. The objective of said strategy is to generate …
Research Article
Open Access Smart (V2G) Power Transfer on Scenario Based Strategies Trained Through Artificial Neural Networks for Maximum Tariff Saving and Energy Management in MATLAB Simulink
Shariq Ahmed Shamsi, Shamsi S, Omer Cihan Kivanc, Kivanc O
Proceedings of the 6th International Symposium on Innovative Approaches in Smart Technologies 2022 https://doi.org/10.36287/setsci.5.2.016
Although numerous amounts of research have been done to find alternate sources of energy consumption and its applications. But in times of energy crisis and global warming urgency, it is needed to pace towards methods of less dependency on …
Research Article
Open Access Skewed Rotor Design to Reduce Torque Ripple in SRM
Mustafa Eker, Eker M
Proceedings of the 6th International Symposium on Innovative Approaches in Smart Technologies 2022 https://doi.org/10.36287/setsci.5.2.015
Synchronous Reluctance Motors (SRMs) are defined as reliable electric motors. Although the history of this type of motor dates back a very long time, their usage areas have started to increase with the developments in power electronics in r…
Research Article
Open Access Pink Noise Generation from White Noise using Current Mode Analog Building Blocks
Atilla Uygur, Uygur A
Proceedings of the 6th International Symposium on Innovative Approaches in Smart Technologies 2022 https://doi.org/10.36287/setsci.5.2.014
Pink noise, which has a power spectral density that is inversely proportional to the frequency, is widely used for acoustic applications such as for testing audio equipment. Its generation from white noise requires such a system transfer fu…
Research Article
Open Access Variable Step-Size Modified P&O-based MPPT Algorithm for the Photovoltaic Systems
Onur Tarık Özdemir, Özdemir O, Emre Hasan Dursun, Dursun E
Proceedings of the 6th International Symposium on Innovative Approaches in Smart Technologies 2022 https://doi.org/10.36287/setsci.5.2.012
The utilization of renewable energy sources is being enlarged daily to meet the escalating energy needs around the world. Solar energy, like other renewable energy sources, occupies an important place in the energy generation sector. Since …
Research Article
Open Access Kurumsal Kaynak Planlaması Yazılımlarında Bilgi Güvenliğini Esas Alan Özel Yetkilendirme Yaklaşımı
Ozan Gelincik, Gelincik O, Nisa Şahinyılmaz, Şahinyılmaz N
Proceedings of the 6th International Symposium on Innovative Approaches in Smart Technologies 2022 https://doi.org/10.36287/setsci.5.2.011
Dünyada ve ülkemizde yaygın olarak kullanılan ERP (kurumsal kaynak planlaması) yazılımı olan SAP, kullanıcısı olan şirketlerin sistemlerinde kurum özelinde veri tutmasına olanak sağlamaktadır. Kurum verilerinin gizliliği, kurumların ticari …
Research Article
Open Access Comparison Of Machine Learning Methods In Predıctive Maintenance Applications Of Electric Motors
Berk Kahyaoğlu, Kahyaoğlu B, Nuri Berkcan Sarıel, Sarıel N, Erdinç Berkin Konca, Konca E
Proceedings of the 6th International Symposium on Innovative Approaches in Smart Technologies 2022 https://doi.org/10.36287/setsci.5.2.010
Three-phase asynchronous motors are widely used in many areas of industry. Unplanned malfunctions in the motor can cause the entire system to become inefficient. Detecting and intervening the malfunctions before they grow has a direct impac…
Research Article
Open Access Yer Uydu Haberleşme Sisteminde Mikroşerit Dikdörtgensel Yama Anten Kullanılarak XBee İletişim Mesafesinin İyileştirilmesi
Mehmet Duman, Duman M, Emir Ertan, Ertan E, Seyit Ahmet Koç, Koç S
Proceedings of the 6th International Symposium on Innovative Approaches in Smart Technologies 2022 https://doi.org/10.36287/setsci.5.2.009
Bu projede, Digi Firması’na ait IEEE 802.15.4 internet protokolüne sahip olan ayrıca ZigBee ağ haberleşme sistemine uygun olarak geliştirilen ve 2.4 GHz frekansında çalışan XBee S2C cihazları kullanılmıştır. Yer uydu haberleşme sistemine en…
Research Article
Open Access Skin Cancer Classification into Three Classes
Cihan Akyel, Akyel C
Proceedings of the 6th International Symposium on Innovative Approaches in Smart Technologies 2022 https://doi.org/10.36287/setsci.5.2.008
The incidence of skin cancer is increasing. Early detection of cases of skin cancer is vital for treatment. Recently, computerized methods have been widely used in cancer diagnosis. These methods have important advantages such as no human e…
Research Article
Open Access CNN Hyperparameters Optimization Using Random Search For Image Classification
Dala KRAYEM, KRAYEM D, Asmaallah FALLAHA, FALLAHA A, Mohamad Taj Eddin ASHOUR, ASHOUR M, Saed ALQARALEH, ALQARALEH S
Proceedings of the 6th International Symposium on Innovative Approaches in Smart Technologies 2022 https://doi.org/10.36287/setsci.5.2.007
In the last decade, deep learning in general and Convolutional Neural Networks (CNN) have achieved a human level and outstanding performance in almost all computer-based systems such as classification(text, images, and videos). Building an …
Research Article
Open Access Design Control And Static Analysis Of Proposed A New Wheel Rim For Snowy Roads
Nihat Çabuk, Çabuk N
Proceedings of the 6th International Symposium on Innovative Approaches in Smart Technologies 2022 https://doi.org/10.36287/setsci.5.2.006
In this study, a new wheel rim design and static analysis has been carried out to enable ground vehicles to navigate better in unfavorable road conditions such as snowy, icy and muddy. This new designed wheel rim has a dynamic structure. On…
Research Article
Open Access Optimize Edilmiş Trend Takip İndikatörü (OTT) ve Stokastik (STOS) İndikatörleri ile Matriks Veri Terminalinde BİST XELKT Endeksinde Algoritmik Trade Örneği
Yavuzhan Ertürk, Ertürk Y, Nuran Yörükeren, Yörükeren N
Proceedings of the 6th International Symposium on Innovative Approaches in Smart Technologies 2022 https://doi.org/10.36287/setsci.5.2.005
Finansal piyasalarda piyasa katılımcıları; temel analiz ve teknik analiz yöntemlerini kullanarak ilgilendikleri üründe alım satım kararlarını vermektedir. Temel analiz yöntemlerinde firma, sektör, ekonomi analizlerinden; teknik analiz yönt…
Research Article
Open Access Face Mask Detection Using Deep Learning For Public Places
Asmaallah FALLAHA, FALLAHA A, Mohamad Taj Eddin ASHOUR, ASHOUR M, Dala KRAYEM, KRAYEM D, Saed ALQARALEH, ALQARALEH S
Proceedings of the 6th International Symposium on Innovative Approaches in Smart Technologies 2022 https://doi.org/10.36287/setsci.5.2.004
Over the past century, before and after the pandemic of COVID-19, workers in multiple sectors, such as medical, chemical, and nuclear, have been required to wear face masks during duties. However, physical 24/7 supervision is nearly impossi…
Research Article
Open Access Elektrikli Araçlarda Elektriksel Frenlemenin Bulanık Mantık Tabanlı Karar Destek Sistemleri ile Tasarlanması
Mehmet Şen, Şen M, Muciz Özcan, Özcan M
Proceedings of the 6th International Symposium on Innovative Approaches in Smart Technologies 2022 https://doi.org/10.36287/setsci.5.2.003
Elektrikli araçlarda elektrik, mekanik ve kimyasal bileşenler kullanılmaktadır. Bu bileşenler çevre koşullarından ve aracın kullanıldığı yol durumundan dolayı farklı dinamiklere sahip olabilir. Bu nedenle aracın ortam durumuna göre dinamikl…
Research Article
Open Access Otomotiv Trendleri Veri Seti Görselleştirme Çalışması
İlkay Girgin, Girgin İ, Recep Eryiğit, Eryiğit R, Bülent Tuğrul, Tuğrul B
Proceedings of the 6th International Symposium on Innovative Approaches in Smart Technologies 2022 https://doi.org/10.36287/setsci.5.2.002
Otomotiv endüstrisi ilk otomobilin üretildiği günden itibaren gelişimini sürdürmüş ve teknolojideki gelişmelere hızlı bir şekilde ayak uydurmuştur. Bu gelişimin en önemli sonuçları güç aktarma organları, yakıt teknolojileri, motor teknoloji…
Research Article
Open Access Türkiye Eğitim Verisinin OECD Ülkeleri ile Karşılaştırılması
İzzet Aydın, Aydın İ, Bülent Tuğrul, Tuğrul B
Proceedings of the 6th International Symposium on Innovative Approaches in Smart Technologies 2022 https://doi.org/10.36287/setsci.5.2.001
Bu makalede OECD veri tabanından alınan eğitim verilerin, Python[1] programlama dili kullanılarak karşılaştırılması ve görselleştirilmesi gerçekleştirilmiştir. Bu grafikler uygun oldukları alt başlıklar altında incelenmiş, Türkiye'deki eğit…
Research Article
Open Access Soft Approach in Planning and Transport
Ruzica Bogdanovic, Bogdanovic R
Proceeding of the 5th International Symposium on Innovative Approaches in Smart Technologies 2022 https://doi.org/10.36287/setsci.5.1.019
The soft approach stands for change in traffic policy and regulatory measures which calls for different organization and control of the traffic network. This paper shows examples of best practices which present the possibility of improvemen…
Research Article
Open Access Üniversite Yerleşkelerinin Mekân Dizim Analizi ile Değerlendirilmesi: Atatürk Üniversitesi Örneği
Ali Can Kuzulugil, Kuzulugil A, Ömer Ünsal, Ünsal Ö, Başak Aytatlı, Aytatlı B, Nalan Demircioğlu Yıldız, Demircioğlu Yıldız N
Proceeding of the 5th International Symposium on Innovative Approaches in Smart Technologies 2022 https://doi.org/10.36287/setsci.5.1.017
Üniversiteler içerisinde bulunan bireylerin sosyal ilişkiler sağladığı kamusal alanlardır. Yerleşke tasarımının temel amacı, yaşanabilir ve konforlu bir ortamın sağlanmasıdır. Konforlu yerleşke ortamı fizyolojik ve psikolojik yönden kullanı…
Research Article
Open Access Ekonomik Perspektiften Covid-19 Sürecinde Köyceğiz'deki Odun Dışı Orman Ürünlerinin Değerlendirilmesi
Sevgin Özderin, Özderin S, Hatice Ulusoy, Ulusoy H
Proceeding of the 5th International Symposium on Innovative Approaches in Smart Technologies 2022 https://doi.org/10.36287/setsci.5.1.016
Orman ekosistemlerinden yararlanma insanlık tarihi boyunca odun hammaddesi elde etmek ile sınırlı kalmamıştır. Odun hammaddesi olarak yararlanma biçimi yararlanmanın sadece bir boyutunu oluşturmaktadır. Besin, ilaç, barınma ve diğer nedenle…
