Saadin Oyucu

Comparative Analysis of Commonly Used Machine Learning Approaches for Li-Ion Battery Performance Prediction and Management in Electric Vehicles

Saadin Oyucu, Ferdi Doğan, Ahmet Aksöz et al. · Applied Sciences · 2024 · 37 citations · Full text

Electric Vehicle Industry, Engineering, Machine Learning +21

A Comparative Study of AI Methods on Renewable Energy Prediction for Smart Grids: Case of Turkey

Derya Betul Unsal, Ahmet Aksöz, Saadin Oyucu et al. · Sustainability · 2024 · 29 citations · Full text

Engineering, Machine Learning, Neural Networks (Machine Learning) +24

Optimizing Lithium-Ion Battery Performance: Integrating Machine Learning and Explainable AI for Enhanced Energy Management

Saadin Oyucu, Betül Ersöz, Şeref Sağıroğlu et al. · Sustainability · 2024 · 25 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +23

Multi-Stage Learning Framework Using Convolutional Neural Network and Decision Tree-Based Classification for Detection of DDoS Pandemic Attacks in SDN-Based SCADA Systems

Onur Polat, Muammer Türkoğlu, Hüseyin Polat et al. · Sensors · 2024 · 23 citations · Full text

Possible Ddos Attack, Machine Learning, Engineering +19

Discharge Capacity Estimation for Li-Ion Batteries: A Comparative Study

Saadin Oyucu, Sezer Dümen, İremnur Duru et al. · Symmetry · 2024 · 17 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +18