Search

Year: 2025 × Clear filters

6 results for “Test devresi”

Research Article Open Access Asenkron Motor Hız Tahmininde İnterpolasyon ve Eğri Uydurma Yöntemlerinin Kullanımı

Emrah Eser, Eser E

International Symposium on AI-Driven Engineering Systems 2025 https://doi.org/10.36287/setsci.22.38.001

Sanayinin en çok tercih ettiği motorların başında gelen asenkron motorun skaler kontrolünün gerçekleştirilmesi için hız tahminlemesi yapılmıştır. Motor hızının farklı yüklerde değişmesi istenmeyen bir durumdur. Hız ve moment kontrolü için farklı control yöntem…

Research Article Open Access A Deep Learning Framework for the Identification of Distinct Stages in Diabetic Retinopathy through Retinal Image Analysis

A.D.P. Rupasinghe, Rupasinghe A, K.G. Samarawickrama, Samarawickrama K

International Symposium on AI-Driven Engineering Systems 2025 https://doi.org/10.36287/setsci.22.3.001

Diabetic retinopathy is the leading cause of blindness among diabetic patients. It occurs when the light-sensitive tissue in the retina is damaged. According to WHO statistics, the current global prevalence of diabetic retinopathy is approximately 103 million …

Research Article Open Access Comparative Analysis of Deep Learning Models for COVID-19 Detection in X-Ray Images

Ali Bayram, Bayram A, Nihan Özbaltan, Özbaltan N

International Symposium on AI-Driven Engineering Systems 2025 https://doi.org/10.36287/setsci.22.39.001

The COVID-19 pandemic has necessitated the development of rapid, accurate, and automated diagnostic tools to assist healthcare professionals in patient screening and management. This comprehensive study presents a detailed comparative analysis of ten state-of-…

Research Article Open Access Industry 4.0 Driven Risk Management for Climate Resilient Smart Cities A Hybrid Framework for Southeastern Türkiye

Mehmet Fatih Kendirci, Kendirci M, Aydın Oğuz, Oğuz A, Osman Hansu, Hansu O

7th International Symposium on Innovation in Architecture, Planning and Design 2025 https://doi.org/10.36287/setsci.23.116.001

This study presents a Hybrid Digital-Physical Risk Management Framework designed to enhance urban climate resilience through the integration of Industry 4.0 technologies. By combining real-time IoT sensor networks, AI-based predictive analytics, and blockchain…

Research Article Open Access Study of FPGA – Based Spiking Neural Networks: Classification Implementation

Mehmet Sinan Çınaroğlu, Çınaroğlu M, Erol Seke, Seke E

International Symposium on AI-Driven Engineering Systems 2025 https://doi.org/10.36287/setsci.22.26.001

With the help of ability to imitate the biological nervous system, Spiking Neural Networks (SNNs) architectures have become popular recently. In order to benefit at the maximum level from the low power consumption, event-based structure and parallelization fea…

Research Article Open Access El Yazısı Karakterlerin Tanınmasında Derin Sinir Ağlarının Etkinliği Kısıtlı ve Geniş Sınıf Yapılarının Performans Analizi

Erdin Fidan, Fidan E, Mahir Kaya, Kaya M

International Symposium on AI-Driven Engineering Systems 2025 https://doi.org/10.36287/setsci.22.65.001

Bu çalışmada, el yazısı karakterlerin tanınmasına yönelik derin öğrenme tabanlı bir model geliştirilmiştir. Model, farklı sayıda çıkış sınıfı (karakter) için test edilmiş; yalnızca 10 karakterin sınıflandırıldığı senaryoda %96 doğruluk oranı elde edilirken, sı…