Yayınlar & Eserler

Yayın Ağı
Makaleler 24
Tümü (24)
SCI-E, SSCI, AHCI (23)
SCI-E, SSCI, AHCI, ESCI (24)
ESCI (1)
Scopus (24)
TRDizin (1)

1. 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) identifier

2. 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) identifier

3. 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) identifier identifier

4. 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) identifier identifier

5. 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) identifier

6. 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) identifier identifier

7. 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 identifier identifier

8. 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 identifier identifier

9. 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) identifier

10. 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 identifier identifier

11. 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) Creative Commons License Sürdürülebilir Kalkınma identifier identifier

12. 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 identifier identifier

13. 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) identifier

14. 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) identifier identifier

15. 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) identifier identifier

16. 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 identifier identifier

17. 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) Creative Commons License Sürdürülebilir Kalkınma identifier identifier

18. 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) Creative Commons License Sürdürülebilir Kalkınma identifier identifier

19. 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) Creative Commons License Sürdürülebilir Kalkınma identifier identifier

20. 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) Creative Commons License Sürdürülebilir Kalkınma identifier identifier

21. 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) Creative Commons License identifier identifier

22. 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) Creative Commons License Sürdürülebilir Kalkınma identifier identifier

23. 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) Creative Commons License Sürdürülebilir Kalkınma identifier identifier

24. 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) Creative Commons License identifier identifier identifier
Hakemli Bilimsel Toplantılarda Yayımlanmış Bildiriler 10

1. IMPLEMENTATION OF BOOST CONVERTER-BASED MAXIMUM POWER POINT TRACKING AND OPTIMIZATION ALGORITHMS IN PORTABLE PHOTOVOLTAIC SYSTEMS FOR MILITARY APPLICATIONS

ŞEKER M., ÜNSAL E., AKSÖZ A., OYUCU S.
Uluslararası Savunma Sanayii Sempozyumu ve Sergisi’25, Kayseri, Türkiye, 16 - 18 Ekim 2025, (Tam Metin Bildiri)

2. Wireless Communication Technologies for Microgrid Applications: A Case Study in a Rural Village

DURSUN M., AKSÖZ A., GÖRGÜN A.
ICEEE 2025, İstanbul, Türkiye, 24 - 26 Eylül 2025, (Tam Metin Bildiri)

3. A Comparative Analysis of Boosting-Based Ensemble Learning Models and Stacking Ensemble Approach for Electricity Generation Forecasting in Thermal Power Plants

DURSUN M., ERSÖZ B., OYUCU S., AKSÖZ A.
CETA 2025, İstanbul, Türkiye, 24 - 26 Eylül 2025, (Tam Metin Bildiri)

4. A Web-Integrated Machine Learning Approach for SOC Prediction Based on Electrical Impedance and Voltage Measurements

OYUCU S., ERSÖZ B., AKSÖZ A., BİÇER E.
IDAP 2025, Malatya, Türkiye, 6 - 07 Eylül 2025, (Tam Metin Bildiri)

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

DURSUN M., AKSÖZ A., GÖRGÜN A.
MODENERLANDS’25 CA20109 International Conference, Figuelda de Foz, Portekiz, 3 - 05 Eylül 2025, (Tam Metin Bildiri)

6. Hybrid HVAC–HVDC Grids: Review on Techno-economic, Societal, and Regulatory Aspects

Malamaki K., Barzegkar-Ntovom G., ŞEKER M., Panidis S., AKSÖZ A., Gatou S., et al.
2025 IEEE International Conference on Environment and Electrical Engineering and 2025 IEEE Industrial and Commercial Power Systems Europe (EEEIC / I&CPS Europe), Girit, Yunanistan, 15 Temmuz 2025, (Tam Metin Bildiri)

7. Fake Voice Detection: A Hybrid CNN-LSTM Based Deep Learning Approach

OYUCU S., ÜNSAL ÇELİMLİ D. B., AKSÖZ A.
2024 8th International Symposium on Multidisciplinary Studies and Innovative Technologies (ISMSIT), Türkiye, 7 - 09 Kasım 2024, (Tam Metin Bildiri) identifier

8. 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, (Tam Metin Bildiri) identifier

9. 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, (Tam Metin Bildiri) Sürdürülebilir Kalkınma identifier identifier

10. 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, (Tam Metin Bildiri) identifier identifier
Kitaplar 1

1. Electric vehicle and energy storage systems

BİÇER E., Odabaşı Özer Ç., AKSÖZ A., Özer A., GENÇTÜRK M., Ceylan Cengiz E., et al.
Development of Electric Vehicles in Smart Grid Concepts, Jaiswal Supriya, Kumar Ajay, Padmanaban Sanjeevikumar, Editör, Elsevier, ss.181-219, 2025
Metrikler

Yayın

86

Yayın (WoS)

48

Yayın (Scopus)

50

Atıf (WoS)

341

H-İndeks (WoS)

9

Atıf (Scopus)

475

H-İndeks (Scopus)

10

Atıf (Scholar)

702

H-İndeks (Scholar)

13

Proje

12

Fikri Mülkiyet

1

Açık Erişim

15
BM Sürdürülebilir Kalkınma Amaçları