Highlight publications
Kamel, T, Tian, Z, Zangiabadi, M, Wade, N, Pickert, V & Tricoli, P 2022, 'Smart soft open point to synergically improve the energy efficiencies of the interconnected electrical railways with the low voltage grids', International Journal of Electrical Power and Energy Systems, vol. 142, 108288. https://doi.org/10.1016/j.ijepes.2022.108288
Recent publications
Article
Mi, J, Yang, Z, Zhao, Y, Tian, Z, Lin, F & Zhong, Z 2026, 'Fast Quasi-optimal Control of On-board Energy Storage Systems for Regenerative Braking Energy Recovery based on Area-equivalence Principle', IEEE Transactions on Industrial Electronics. https://doi.org/10.1109/TIE.2026.3672774
Zhang, Y, Cui, D, Wang, W, Sun, X, Yuan, Z, Tian, Z & Dai, X 2026, 'Joint optimization of multi-train cooperative driving profiles and timetables for energy-efficient urban rail operations', Systems Science & Control Engineering, vol. 14, no. 1, 2602212. https://doi.org/10.1080/21642583.2025.2602212
Liu, J, Chen, L, Tian, Z, Zhao, N & Roberts, C 2025, 'A novel multi-agent-based approach for train rescheduling in large-scale railway networks', Applied Sciences, vol. 15, no. 14, 7996. https://doi.org/10.3390/app15147996
Wen, T, Chen, J, Cai, Y, Wang, J, Fang, X, Tian, Z & Roberts, C 2025, 'A Polynomial Recursive Nonlinear Least-Squares Algorithm for High-Accuracy Parameter Identification of Heavy-Haul Train Dynamics', IEEE Transactions on Instrumentation and Measurement, vol. 74, 3001914. https://doi.org/10.1109/TIM.2025.3568076
Golightly, D, Bhattacharyya, A, Pierce, K, Tian, Z, Lin, Z, Liu, R, Lyu, X, Jiang, K & Liu, X 2025, 'Applying Collaborative Co-Simulation to Railway Traction Energy Consumption', Electronics (Switzerland), vol. 14, no. 7, 1467. https://doi.org/10.3390/electronics14071467
Jiang, K, Tian, Z, Wang, Y, Ye, J & Hillmansen, S 2025, 'Battery Multiple Units: A Techno-Economic Analysis of Development Pathways', IEEE Transactions on Transportation Electrification. https://doi.org/10.1109/TTE.2025.3647443
Jiang, K, Tian, Z, Wen, T, Song, K, Hillmansen, S & Ochieng, WY 2025, 'Collaborative optimization strategy of hydrogen fuel cell train energy and thermal management system based on deep reinforcement learning', Applied Energy, vol. 393, 126057. https://doi.org/10.1016/j.apenergy.2025.126057
Liu, X, Tian, Z, Gao, Y, Jiang, L & Goverde, RMP 2025, 'Data-Driven Substation Energy Minimization for Train Speed-Profile and Dwell-Time Optimization', IEEE Transactions on Transportation Electrification, vol. 11, no. 5, pp. 11320-11331. https://doi.org/10.1109/TTE.2025.3575703
Mi, J, Yang, Z, Tian, Z, Zhong, Z, Lin, F & Sun, K 2025, 'Dynamic Power Flow Tracing in Urban Rail Transit Based on Circuit Theory and State Variable Method', IEEE Transactions on Transportation Electrification, vol. 11, no. 6, pp. 12771-12789. https://doi.org/10.1109/TTE.2025.3596072
Wu, C, Lu, S, Tian, Z, Xue, F & Jiang, L 2025, 'Energy-Efficient Train Control with Onboard Energy Storage Systems considering Stochastic Regenerative Braking Energy', IEEE Transactions on Transportation Electrification, vol. 11, no. 1, pp. 257-274. https://doi.org/10.1109/TTE.2024.3389960
Luo, J, Wang, Y, Gao, S, Wei, X, Tian, Z & Shi, J 2025, 'Multiagent-Game-Based Reinforcement Learning Energy Management Strategy for Flexible Traction Power Supply System With Energy Storage System', IEEE Transactions on Transportation Electrification, vol. 11, no. 3, pp. 8474-8488. https://doi.org/10.1109/TTE.2025.3541556
Dong, H, Tian, Z, Liao, K, Yang, J & Spencer, JW 2025, 'Three-Stage Energy Management of Urban Rail Transit based Micro Grid and EV Charging Station with V2T Technology', IEEE Transactions on Transportation Electrification, vol. 11, no. 3, 10891814. https://doi.org/10.1109/TTE.2025.3543222
Preprint
Ambrus, ML, Hillmansen, S & Tian, Z 2026 'Algorithmic Energy Management in Constrained Railway Traction Networks: A Systematic Review' arXiv. https://doi.org/10.48550/arXiv.2604.06369
Ambrus, ML, Liu, X, Hillmansen, S & Tian, Z 2026 'Estimating Available Traction Power in Multi-Train AC Railway Networks from a Distance-Dependent Power Envelope' arXiv. https://doi.org/10.48550/arXiv.2606.28948
Ambrus, ML, Liu, X, Hillmansen, S & Tian, Z 2026 'Real-Time Location-Aware Demand-Shaping for Power-Constrained AC Railway Corridors' arXiv. https://doi.org/10.48550/arXiv.2607.04406
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