| 2022 | INISTA | Detection of the Steel Faults Based on Deep Learning. | Gulsah Karaduman, Ilhan Aydin, Erhan Akin, Seluk zdemir |
| 2021 | CIT | Fuzzy PID Based Autonomous UAV Design for Railway Tracking. | Emre Gl, Ilhan Aydin, Erhan Akin |
| 2021 | CIT | Detecting Flaws on Railways Using Semantic Segmentation. | Mehmet Sevi, Ilhan Aydin |
| 2016 | INDIN | A new real-time fuzzy logic based diagnosis of stator faults for inverter-fed induction motor under low speeds. | Ilhan Aydin, Mehmet Karakse, Erhan Akin |
| 2016 | INDIN | Real-time condition monitoring approach of pantograph-catenary system using FPGA. | Mehmet Karakse, Orhan Yaman, Ilhan Aydin, Ebru Karakse |
| 2016 | INDIN | Rail defect detection with real time image processing technique. | Canan Tastimur, Mehmet Karakse, Erhan Akin, Ilhan Aydin |
| 2014 | INISTA | Particle swarm based arc detection on time series in pantograph-catenary system. | Ilhan Aydin, Orhan Yaman, Mehmet Karakse, S. Baris Celebi |
| 2013 | SMC | A Robust Anomaly Detection in Pantograph-Catenary System Based on Mean-Shift Tracking and Foreground Detection. | Ilhan Aydin, Mehmet Karakse, Erhan Akin |
| 2010 | SMC | Generation of classification rules using artificial immune system for fault diagnosis. | Ilhan Aydin, Mehmet Karakse, Erhan Akin |