Publications

Selected scientific studies in mobility, AI-based control, and energy management.

Article 2026 IEEE TTE

Personalized Behavior-Aware Energy Management for Plug-in Hybrid Electric Vehicles Using Real-World Large-Scale User Data

Z. Ma, F. Zhang, S. Xie, S. Coşkun, Y. Chen, G. Peng, C. Jiao
IEEE Transactions on Transportation Electrification • 2026 • IEEE
Conference Paper 2025 IEEE ISMSIT

Reward-Scheduling for Enhanced Energy Management Using Deep Reinforcement Learning

T. Yaşa, O. Yazar, S. Coşkun, F. Zhang
2025 9th International Symposium on Multidisciplinary Studies and Innovative Technologies (ISMSIT) • IEEE • 2025 • pp. 1–6
Conference Paper 2025 IEEE ISMSIT

A Hybrid CNN-LSTM Framework for State of Charge Estimation of Lithium-Ion Batteries

U. Gezer, M. Küçük, O. Yazar, S. Coşkun, F. Zhang
2025 9th International Symposium on Multidisciplinary Studies and Innovative Technologies (ISMSIT) • IEEE • 2025 • pp. 1–6
Article 2025 Energy (Elsevier)

Depth of discharge optimization for energy management of plug-in hybrid electric vehicles considering the social cost of carbon

J. Yuan, S. Xie, F. Zhang, Q. Zhang, S. Coşkun, Y. Fu, B. Hu
Energy • 2025 • Article: 138491 • Pergamon
Article 2025 Mechatronics (Elsevier)

A real-time lane change trajectory planning approach for autonomous vehicles utilizing tire force prediction

L. Li, S. Coşkun, Y. Fan, C. Yu, F. Zhang
Mechatronics • 2025 • Vol. 109 • Article: 103351 • Pergamon
Article 2025 Energy (Elsevier)

A novel energy management strategy for hybrid electric vehicles using deep reinforcement incentive learning

O. Yazar, S. Coşkun, F. Zhang, L. Li, C. Huang, P. Mei, H. R. Karimi
Energy • 2025 • Article: 137594
Article 2025 IEEE Transactions on Consumer Electronics

Distributed state estimation over wireless sensor networks against deception attacks: A buffer-aided strategy

C. Huang, L. Zhu, P. Mei, S. Coşkun, S. Yang
IEEE Transactions on Consumer Electronics • 2025 • IEEE
Article 2025 Green Energy and Intelligent Transportation (Elsevier)

Layered energy equalization structure for series battery pack based on multiple optimal matching

J. Jiao, H. Wang, F. Gao, S. Coşkun, G. Wang, J. Xie, F. Feng
Green Energy and Intelligent Transportation • 2025 • Elsevier • Article: 100182
Article 2025 IEEE Transactions on Transportation Electrification

Co-Optimized Analytical Solution of Speed Planning and Energy Management for Automated Hybrid Electric Vehicles Under Multisignal Intersections Scenario

F. Zhang, L. Xiao, S. Xie, S. Coşkun, Y. Guo, Y. Yang, X. Hu
IEEE Transactions on Transportation Electrification • 2025 • Vol. 11, No. 3 • pp. 7991–8004 • IEEE
Article 2025 Energy (Elsevier)

Co-optimization on ecological adaptive cruise control and energy management of automated hybrid electric vehicles

F. Zhang, Z. Qi, L. Xiao, S. Coşkun, S. Xie, Y. Liu, J. Li, Z. Song
Energy • 2025 • Vol. 314 • Article: 133542 • Pergamon
Article 2024 Control Engineering Practice (Elsevier)

A multi-objective hierarchical deep reinforcement learning algorithm for connected and automated HEVs energy management

S. Coşkun, O. Yazar, F. Zhang, L. Li, C. Huang, H. R. Karimi
Control Engineering Practice • 2024 • Vol. 153 • Article: 106104 • Pergamon
Article 2024 Mechatronics Technology

Adaptive learning-based energy management for HEVs using soft actor-critic DRL algorithm

O. Yazar, S. Coşkun, F. Zhang
Mechatronics Technology • 2024 • 1(1): 1–21
Article 2024 Information Fusion (Elsevier)

A distributed state and fault estimation scheme for state-saturated systems with quantized measurements over sensor networks

C. Huang, S. Coşkun, H. R. Karimi, W. Ding
Information Fusion • 2024 • Vol. 110 • Article: 102452 • Elsevier
Article 2024 Journal of Energy Storage (Elsevier)

Economic-social-oriented energy management of plug-in hybrid electric vehicles including social cost of carbon

T. Zhang, G. Peng, Y. Zhang, S. Xie, F. Zhang, S. Coşkun
Journal of Energy Storage • 2024 • Vol. 90 • Article: 111767 • Elsevier
Article 2024 Journal of Energy Storage (Elsevier)

A data-driven energy management strategy for plug-in hybrid electric buses considering vehicle mass uncertainty

Z. Ma, Y. Luan, F. Zhang, S. Xie, S. Coşkun
Journal of Energy Storage • 2024 • Vol. 77 • Article: 109963 • Elsevier
Article 2023 Gazi Univ. J. Eng. Arch.

Predictive equivalent consumption minimization strategy for power-split hybrid electric vehicles using Monte Carlo algorithm

M. N. Gül, O. Yazar, S. Coşkun, F. Zhang, L. Li, İ. E. Kaya
Journal of the Faculty of Engineering and Architecture of Gazi University • 2023 • Vol. 38(3) • pp. 1615–1630
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