Yayınlar & Eserler

Yayın Ağı

SCI, SSCI ve AHCI İndekslerine Giren Dergilerde Yayınlanan Makaleler

The Role of Machine Learning in Enhancing Battery Management for Drone Operations: A Focus on SoH Prediction Using Ensemble Learning Techniques

Çetinus B., Oyucu S., AKSÖZ A., Biçer E.
Batteries , cilt.10, sa.10, 2024 (SCI-Expanded) identifier

Advancing Electric Vehicle Infrastructure: A Review and Exploration of Battery-Assisted DC Fast Charging Stations

AKSÖZ A., ASAL B., Biçer E., Oyucu S., Gençtürk M., Golestan S.
Energies , cilt.17, sa.13, 2024 (SCI-Expanded) Creative Commons License identifier

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

Oyucu S., Ersöz B., SAĞIROĞLU Ş., AKSÖZ A., Biçer E.
Sustainability (Switzerland) , cilt.16, sa.11, 2024 (SCI-Expanded) Creative Commons License identifier

Integrating Machine Learning and MLOps for Wind Energy Forecasting: A Comparative Analysis and Optimization Study on Türkiye’s Wind Data

Oyucu S., AKSÖZ A.
Applied Sciences (Switzerland) , cilt.14, sa.9, 2024 (SCI-Expanded) Creative Commons License identifier

Empowering Sustainability: A Consumer-Centric Analysis Based on Advanced Electricity Consumption Predictions

DURMUŞ ŞENYAPAR H. N., AKSÖZ A.
Sustainability (Switzerland) , cilt.16, sa.7, 2024 (SCI-Expanded) Creative Commons License identifier

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

ÜNSAL ÇELİMLİ D. B., AKSÖZ A., Oyucu S., Guerrero J. M., Guler M.
Sustainability (Switzerland) , cilt.16, sa.7, 2024 (SCI-Expanded) Creative Commons License identifier

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

Oyucu S., Dümen S., Duru İ., AKSÖZ A., Biçer E.
Symmetry , cilt.16, sa.4, 2024 (SCI-Expanded) Creative Commons License identifier

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

Oyucu S., Doğan F., AKSÖZ A., Biçer E.
Applied Sciences (Switzerland) , cilt.14, sa.6, 2024 (SCI-Expanded) Creative Commons License identifier

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

Polat O., Türkoğlu M., POLAT H., Oyucu S., Üzen H., Yardımcı F., et al.
Sensors , cilt.24, sa.3, 2024 (SCI-Expanded) Creative Commons License identifier identifier

Hakemli Kongre / Sempozyum Bildiri Kitaplarında Yer Alan Yayınlar

Estimating Smart Grid Stability with Hybrid RNN+LSTM Deep Learning Approach

Oyucu S., SAĞIROĞLU Ş., AKSÖZ A., Bicer E.
12th International Conference on Smart Grid, icSmartGrid 2024, Hybrid, Setubal, Portekiz, 27 - 29 Mayıs 2024, ss.738-741 identifier

Analysis of SARIMA Models for Forecasting Electricity Demand

AKSÖZ A., Oyucu S., Bicer E., BAYINDIR R.
12th International Conference on Smart Grid, icSmartGrid 2024, Hybrid, Setubal, Portekiz, 27 - 29 Mayıs 2024, ss.767-771 identifier

Ensemble Learning in Li-Ion Battery Management Systems: Focus on Voting Regression for Capacity Estimation

Asal B., Oyucu S., AKSÖZ A.
8th International Artificial Intelligence and Data Processing Symposium, IDAP 2024, Malatya, Türkiye, 21 - 22 Eylül 2024 identifier

Metrikler

Yayın

62

Atıf (WoS)

106

H-İndeks (WoS)

5

Atıf (Scopus)

156

H-İndeks (Scopus)

6

Atıf (TrDizin)

5

H-İndeks (TrDizin)

1

Proje

6

Fikri Mülkiyet

1

Açık Erişim

14
BM Sürdürülebilir Kalkınma Amaçları