Yayınlar & Eserler

Yayın Ağı
Makaleler 32
Tümü (32)
SCI-E, SSCI, AHCI (28)
SCI-E, SSCI, AHCI, ESCI (31)
ESCI (3)
Scopus (31)
TRDizin (2)

1. Hybrid multi-scale CNN-Residual-LSTM approach for robust state-of-charge estimation in lithium-ion batteries

OYUCU S., Polat O., TÜRKOĞLU M., Kürker F., AKSÖZ A., BİÇER E.
Scientific Reports , cilt.16, sa.1, 2026 (SCI-Expanded, Scopus) Creative Commons License

2. 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)

3. Simulation-based and explainable machine learning analysis of a hybrid PCM–air BTMS at high discharge rates

Kavasoğulları B., İNAN E., AKSÖZ A., BİÇER E., Karagöz M. E.
Applied Thermal Engineering , cilt.303, 2026 (SCI-Expanded, Scopus)

4. 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)

5. 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)

6. 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)

7. 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)

8. 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)

9. 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

10. 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)

11. 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)

12. 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)

13. 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)

14. 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)

15. 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

16. 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)

17. 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

18. 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

19. 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

20. 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)

21. 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

22. 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)

23. 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)

24. 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

25. 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

26. 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

27. 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

28. 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

29. 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

30. 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

31. 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

32. 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
Hakemli Bilimsel Toplantılarda Yayımlanmış Bildiriler 22

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. 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)

3. 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)

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)

5. IoT-Based Mobile Interface and Real-Time Parameter Estimation in Smart Battery Management Systems (BMS)

Gökduman E. K., Durmuş A., AKSÖZ A., DURSUN M.
13th International Conference on Electrical and Electronics Engineering, ICEEE 2026, Antalya, Türkiye, 27 - 29 Nisan 2026, ss.55-60, (Tam Metin Bildiri)

6. Developing Sustainable E-Mobility Infrastructure for Disabled Individuals with Piezoelectric-Based Energy Harvesting Systems

Öztürk M., Coşkun O. C., Koyuncu M., Aslan S. B., AKSÖZ A.
IWEC25 – International World Energy Conference 2025, Kayseri, Türkiye, 12 Aralık 2025, (Tam Metin Bildiri)

7. Proximity-Aware Explainability Layer for Energy System Models: A Conceptual Framework

İNAN E., AKSÖZ A.
IWEC25 – International World Energy Conference 2025, Kayseri, Türkiye, 12 Aralık 2025, (Tam Metin Bildiri)

8. Energy Management in Hybrid AC/DC Microgrids Based on PV, Battery, and Generator: EMS Control Algorithm and Optimization

AKSÖZ A., Dursun B.
IWEC25 – International World Energy Conference 2025, Kayseri, Türkiye, 12 Aralık 2025, (Tam Metin Bildiri)

9. Design of a 48VDC and Adjustable 105A Battery Charger Using a Three-Phase Mains Input

AKSÖZ A., Beyzo E.
IWEC25 – International World Energy Conference 2025, Kayseri, Türkiye, 12 Aralık 2025, (Tam Metin Bildiri)

10. Proximity-Based Resilience Mapping for Energy Infrastructures: A Conceptual Framework

İNAN E., AKSÖZ A.
IWEC25 – International World Energy Conference 2025, Kayseri, Türkiye, 12 Aralık 2025, (Tam Metin Bildiri)

11. ATP-EMTP ile 34,5 kV Dağıtım Sistemlerinde Yıldırım Kaynaklı Aşırı Gerilimlerin Modellenmesi: Karaburun Bölgesi Örneği

Partal E., ŞEKER M., AKSÖZ A., ÜNSAL E., VURGEÇ F. N., TAŞDEMİR T. N., et al.
GÜÇ SİSTEMLERİ KONFERANSI IV, 5 - 06 Kasım 2025, (Tam Metin Bildiri)

12. 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)

13. 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)

14. 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)

15. 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)

16. 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)

17. 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)

18. Bridging the Skills Gap in Maritime Training: Preparing the Workforce for Vessel Electrification

Esposito D. P., Sangermano V., AKSÖZ A., ŞEKER M., Ergas I., Illanes Á. R., et al.
NAV2025 – 21st International Conference on Ships and Maritime Research, 18 - 20 Haziran 2025, (Tam Metin Bildiri)

19. 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)

20. 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

21. 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)

22. 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)
Kitaplar 3

1. Digital Twin Integration with Advanced AI Models

OYUCU S., ŞEKER M., AKSÖZ A., DURMUŞ A., SAĞIROĞLU Ş.
Advanced AI Architectures for Engineering Innovation, ADEM KEMAL, DELİBAŞ EMRE, Editör, Livre de Lyon, ss.263-285, 2026

2. 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

3. DEEPFAKE DETECTION, FAKE CONTENT VERIFICATION, AND CYBER ATTACK SCENARIOS: METHODS, CHALLENGES AND MITIGATION STRATEGIES

OYUCU S., AKSÖZ A.
ARTIFICIAL INTELLIGENCE FUTURE FRONTIERS OF GENERATIVE AI IN ENGINEERING, ŞEKER ABDULKADİR, YÜKSEK AHMET GÜRKAN, Editör, Livre de Lyon, ss.1-22, 2025
Metrikler

Yayın

107

Yayın (WoS)

55

Yayın (Scopus)

60

Atıf (WoS)

545

H-İndeks (WoS)

14

Atıf (Scopus)

771

H-İndeks (Scopus)

16

Atıf (Scholar)

1079

H-İndeks (Scholar)

18

Proje

23

Fikri Mülkiyet

1

Açık Erişim

16
BM Sürdürülebilir Kalkınma Amaçları
SDG 3: AMAÇ 3: SAĞLIKLI BİREYLER
SDG 7: AMAÇ 7: ERİŞİLEBİLİR VE TEMİZ ENERJİ
SDG 9: AMAÇ 9: SANAYİ, YENİLİKÇİLİK VE ALTYAPI
SDG 11: AMAÇ 11: SÜRDÜRÜLEBİLİR ŞEHİR VE YAŞAM ALANLARI
SDG 12: AMAÇ 12: SORUMLU ÜRETİM VE TÜKETİM
SDG 13: AMAÇ 13: İKLİM EYLEMİ
SDG 14: AMAÇ 14: SUDAKİ YAŞAM
SDG 15: AMAÇ 15: KARASAL YAŞAM
SDG 16: AMAÇ 16: BARIŞ VE ADALET
SDG 17: AMAÇ 17: AMAÇLAR İÇİN ORTAKLIKLAR