Publications & Works

Publication Network
Articles 17
All (17)
SCI-E, SSCI, AHCI (16)
SCI-E, SSCI, AHCI, ESCI (17)
ESCI (1)
Scopus (17)
TRDizin (1)

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

Seker M., Ünsal E., Aksöz A., Dursun M.
APPLIED SCIENCES , vol.15, no.7, pp.1-28, 2025 (SCI-Expanded, Scopus)

2. 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) , vol.15, no.1, 2025 (SCI-Expanded, Scopus)

3. 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 , vol.10, no.23, 2024 (SCI-Expanded, Scopus)

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

DURMUŞ ŞENYAPAR H. N., AKSÖZ A.
Gazi University Journal of Science , vol.37, no.4, pp.1812-1836, 2024 (ESCI, Scopus, TRDizin)

5. 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) , vol.14, no.23, 2024 (SCI-Expanded, Scopus) Creative Commons License

6. 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) , vol.14, no.23, 2024 (SCI-Expanded, Scopus)

7. 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) , vol.14, no.22, 2024 (SCI-Expanded, Scopus)

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

AKSÖZ A.
Applied Sciences (Switzerland) , vol.14, no.22, 2024 (SCI-Expanded, Scopus)

9. 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 , vol.10, no.10, 2024 (SCI-Expanded, Scopus)

10. 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 , vol.17, no.13, 2024 (SCI-Expanded, Scopus) Creative Commons License

11. 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) , vol.16, no.11, 2024 (SCI-Expanded, SSCI, Scopus) Creative Commons License

12. 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) , vol.14, no.9, 2024 (SCI-Expanded, Scopus) Creative Commons License

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

Oyucu S., Dümen S., Duru İ., AKSÖZ A., Biçer E.
Symmetry , vol.16, no.4, 2024 (SCI-Expanded, Scopus) Creative Commons License

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

DURMUŞ ŞENYAPAR H. N., AKSÖZ A.
Sustainability (Switzerland) , vol.16, no.7, 2024 (SCI-Expanded, SSCI, Scopus) Creative Commons License

15. 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) , vol.16, no.7, 2024 (SCI-Expanded, SSCI, Scopus) Creative Commons License

16. 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) , vol.14, no.6, 2024 (SCI-Expanded, Scopus) Creative Commons License

17. 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 , vol.24, no.3, 2024 (SCI-Expanded, Scopus) Creative Commons License
Papers Presented at Peer-Reviewed Scientific Conferences 3

1. 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, Portugal, 27 - 29 May 2024, pp.738-741, (Full Text)

2. 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, Portugal, 27 - 29 May 2024, pp.767-771, (Full Text)

3. 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, Turkey, 21 - 22 September 2024, (Full Text)
Metrics

Publication

70

Publication (WoS)

37

Publication (Scopus)

41

Citation (WoS)

285

H-Index (WoS)

8

Citation (Scopus)

285

H-Index (Scopus)

8

Citation (Scholar)

458

H-Index (Scholar)

10

Citation (TrDizin)

5

H-Index (TrDizin)

1

Project

6

Intellectual Property

1

Thesis Advisory

1

Open Access

16
UN Sustainable Development Goals
SDG 3: GOAL 3: GOOD HEALTH AND WELL-BEING
SDG 7: GOAL 7: AFFORDABLE AND CLEAN ENERGY