Doç. Dr. AHMET AKSÖZ

Yayın Ağı

Makaleler 30

1. A Reliable and Explainable Ensemble Framework for Lithium-Ion Battery Charge Estimation

ASAL B., OYUCU S., AKSÖZ A., Kurker F., Bozkurt I., BİÇER E.

Energy Storage , cilt.8, sa.5, 2026 (ESCI, Scopus)

2. The analysis of voltage collapse induced by nonlinear loads in an arc furnace utilising deep learning-driven TabNet and NODE models

Asal B., OYUCU S., AKSÖZ A., ŞEKER M.

PEERJ COMPUTER SCIENCE , cilt.12, 2026 (SCI-Expanded, Scopus)

3. Unit Sizing and Feasibility Analysis of Green Hydrogen Storage Utilizing Excess Energy for Energy Islands

Koca K., DURSUN E., Bekçi E., Uçar S., AKPOLAT A. N., Tsami M., et al.

Electronics (Switzerland) , cilt.15, sa.2, 2026 (SCI-Expanded, Scopus)

4. Descriptive proximity-based modeling for accurate and explainable battery state-of-charge estimation

İNAN E., AKSÖZ A., OYUCU S., Biçer E.

Journal of Energy Storage , cilt.136, 2025 (SCI-Expanded, Scopus)

5. Deep learning and explainable AI for email phishing classification: A comparative study of TabNet, NODE and FT-transformer models

Asal B., OYUCU S., Dogan F., Polat O., AKSÖZ A.

JOURNAL OF POLYTECHNIC-POLITEKNIK DERGISI , 2025 (ESCI, TRDizin)

6. Micro Grid-Forming Inverter for Microgrids Application for Modular Floating Energy Islands

DURSUN M., AKSÖZ A., GÖRGÜN A.

IOP CONFERENCE SERIES : EARTH AND ENVIRONMENTAL SCIENCE , cilt.1552, 2025 (Scopus)

7. Deep learning models for damage type detection in wind turbines

Dogan F., OYUCU S., Bicer E., AKSÖZ A.

PEERJ COMPUTER SCIENCE , cilt.11, 2025 (SCI-Expanded, Scopus) Sürdürülebilir Kalkınma

8. Advancements in Surface Modification Techniques by Metal Fluoride Coating for Enhanced Electrochemical Performance of Cathode Active Materials in Li-Ion Batteries

Gençtürk M., AKSÖZ A., Dermenci K. B., Biçer E.

ChemElectroChem , cilt.12, sa.16, 2025 (SCI-Expanded, Scopus)

9. A Comparative Study of Advanced Transformer Learning Frameworks for Water Potability Analysis Using Physicochemical Parameters

Algül E., OYUCU S., Polat O., Çelik H., Ekşi S., Kurker F., et al.

Applied Sciences (Switzerland) , cilt.15, sa.13, 2025 (SCI-Expanded, Scopus)

10. Electrification in Maritime Vessels: Reviewing Storage Solutions and Long-Term Energy Management

AKSÖZ A., Asal B., Golestan S., Gencturk M., OYUCU S., Bicer E.

APPLIED SCIENCES-BASEL , sa.10, 2025 (SCI-Expanded, Scopus)

11. Solid-State Batteries: Chemistry, Battery, and Thermal Management System, Battery Assembly, and Applications-A Critical Review

Aksöz A.

BATTERIES-BASEL , cilt.11, sa.6, 2025 (SCI-Expanded, Scopus)

12. A Novel Voltage-Current Characteristic Model for Understanding of Electric Arc Furnace Behavior Using Experimental Data and Grey Wolf Optimization Algorithm

ŞEKER M., ÜNSAL E., AKSÖZ A., DURSUN M.

APPLIED SCIENCES-BASEL , cilt.15, sa.7, 2025 (SCI-Expanded, Scopus)

13. Unveiling the wind energy future of Türkiye with policies technologies and potential

Sogukpinar H., Bozkurt I., Oyucu S., AKSÖZ A.

Heliyon , cilt.11, sa.4, 2025 (SCI-Expanded, Scopus) Sürdürülebilir Kalkınma

14. Impact of Environmental Conditions on Renewable Energy Prediction: An Investigation Through Tree-Based Community Learning

Doğan F., Oyucu S., ÜNSAL ÇELİMLİ D. B., AKSÖZ A., Vafaeipour M.

Applied Sciences (Switzerland) , cilt.15, sa.1, 2025 (SCI-Expanded, Scopus) Sürdürülebilir Kalkınma

15. Temporal-Spatial Feature Extraction in IoT-Based SCADA System Security: Hybrid CNN-LSTM and Attention-Based Architectures for Malware Classification and Attack Detection

Polat O., Ahmad A. A., OYUCU S., Algul E., Dogan F., AKSÖZ A.

IEEE ACCESS , cilt.13, ss.102109-102132, 2025 (SCI-Expanded, Scopus)

16. A comparative review of ORC and R-ORC technologies in terms of energy, exergy, and economic performance

Damarseckin S., Junior Kane S. Y., ATIZ A., KARAKILÇIK M., Sogukpinar H., Bozkurt I., et al.

Heliyon , cilt.10, sa.23, 2024 (SCI-Expanded, Scopus) Sürdürülebilir Kalkınma

17. Interpreting CNN-RNN Hybrid Model-Based Ensemble Learning with Explainable Artificial Intelligence to Predict the Performance of Li-Ion Batteries in Drone Flights

Ersöz B., Oyucu S., AKSÖZ A., SAĞIROĞLU Ş., Biçer E.

Applied Sciences (Switzerland) , cilt.14, sa.23, 2024 (SCI-Expanded, Scopus)

18. Deep Learning Forecasting Model for Market Demand of Electric Vehicles

Simsek A. I., Koç E., Desticioglu Tasdemir B., AKSÖZ A., Turkoglu M., Sengur A.

Applied Sciences (Switzerland) , cilt.14, sa.23, 2024 (SCI-Expanded, Scopus) Sürdürülebilir Kalkınma

19. Revolutionizing Electric Vehicle Adoption: A Holistic Integration of Marketing Strategies and Analytical Insights

DURMUŞ ŞENYAPAR H. N., AKSÖZ A.

Gazi University Journal of Science , cilt.37, sa.4, ss.1812-1836, 2024 (ESCI, Scopus, TRDizin)

20. Hybrid AI-Powered Real-Time Distributed Denial of Service Detection and Traffic Monitoring for Software-Defined-Based Vehicular Ad Hoc Networks: A New Paradigm for Securing Intelligent Transportation Networks

Polat O., Oyucu S., Türkoğlu M., POLAT H., AKSÖZ A., Yardımcı F.

Applied Sciences (Switzerland) , cilt.14, sa.22, 2024 (SCI-Expanded, Scopus)

21. Creating a Quasi-Resonant Induction Cooktop Integrating Zero-Voltage Switching (ZVS) and Load Management

AKSÖZ A.

Applied Sciences (Switzerland) , cilt.14, sa.22, 2024 (SCI-Expanded, Scopus)

22. 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, Scopus) Sürdürülebilir Kalkınma

23. 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, Scopus)

24. 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, SSCI, Scopus)

25. 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, Scopus)

26. 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, Scopus)

27. 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, SSCI, Scopus)

28. 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, SSCI, Scopus)

29. 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, Scopus)

30. 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, Scopus)

Hakemli Bilimsel Toplantılarda Yayımlanmış Bildiriler 21

1. Onboard Decision Support for Energy-Efficient Hybrid Ship Operation:EMS–PMS Setpoint Strategy and Interface Design

AKSÖZ A., ŞEKER M., OYUCU S., BİÇER E.

1st International Conference on Decarbonising Waterborne Transportation DeWaTra 2026, 26 Mayıs 2026, (Tam Metin Bildiri)

2. A Low-Cost Modular Micro Inverter Control Platform for Grid Connected EV Charging Systems

DURSUN M., AKSÖZ A., GÖRGÜN A.

IEEE International Conference on Environment and Electrical Engineering 2026, Antalya, Türkiye, 27 - 29 Nisan 2026, (Tam Metin Bildiri)

3. Comparative Analysis of Hybrid CNN–LSTM and CNN–TCN Models for State of Charge Estimation in Li-ion Batteries

Ogur S., OYUCU S., POLAT H., AKSÖZ A., BİÇER E., DURSUN M.

IEEE International Conference on Environment and Electrical Engineering 2026, Antalya, Türkiye, 27 Nisan 2026, (Tam Metin Bildiri)

4. IoT-Based Mobile Interface and Real-Time Parameter Estimation in Smart Battery Management Systems

Gökduman E. K., DURMUŞ A., AKSÖZ A., DURSUN M.

IEEE International Conference on Environment and Electrical Engineering 2026, Antalya, Türkiye, 27 Nisan 2026, (Tam Metin Bildiri)