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
Li, F, Hong, D, Ma, J, Tian, Z, Liang, H-N, Guo, J & Wang, K 2026, '3D-PV: Enhancing PV power prediction by modeling spatial uncertainty under dynamic shading conditions', Expert Systems with Applications, vol. 296, no. Part A, 128869. https://doi.org/10.1016/j.eswa.2025.128869
Luo, J, Gao, S, Tian, Z, Wei, X, Han, Z & Mi, J 2026, 'A Hierarchical Game-Decoupled-RL-Based Energy Flow Optimization Strategy for Cross-Regional Railway Integrated Energy System', IEEE Transactions on Smart Grid, vol. 17, no. 4, pp. 2646-2659. https://doi.org/10.1109/TSG.2026.3655819
Ambrus, ML, Hillmansen, S & Tian, Z 2026, 'Algorithmic Energy Management in Constrained Railway Traction Networks: A Systematic Review', IET Intelligent Transport Systems, vol. 20, no. 1, e70341. https://doi.org/10.1049/itr2.70341
Wen, T, Shen, Y, Fang, X, Tian, Z & Roberts, C 2026, 'A two-step transfer learning approach for railway point machine fault diagnosis under small sample conditions', Neurocomputing, vol. 676, 133043. https://doi.org/10.1016/j.neucom.2026.133043
Song, K, Cheng, J, Wu, M, Konstantinou, G, Tian, Z & Ma, C 2026, 'Error Characterization and Correction of a Simple Circuit Model for Accurate and Rapid Resonant Frequency Estimation in Traction Power Supply Systems', IEEE Transactions on Power Delivery, vol. 41, no. 4, pp. 1758-1770. https://doi.org/10.1109/TPWRD.2026.3674001
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
Guo, P, Tian, Z, Yuan, Z, Zhang, X-Y, Dong, W, He, N, Sun, Q & Zhang, XP 2026, 'Flexible Interconnection Device-Driven Fluctuating Power Allocation Strategies in Interconnected Distribution Networks', Protection and Control of Modern Power Systems, vol. 11, no. 3, pp. 78-92. https://doi.org/10.23919/PCMP.2025.000120
Guo, P, Yuan, Z, Tian, Z, Zhang, XY, Yin, C & Ma, N 2026, 'Flexible low-voltage DC power distribution system integration for metro substations', International Journal of Electrical Power and Energy Systems, vol. 177, 111887. https://doi.org/10.1016/j.ijepes.2026.111887
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
Yang, L, Tian, Z, Hillmansen, S, Hua, Z & Zhang, X 2026, 'Multi-dimensional comparison of integrated energy systems in UK motorway service areas under low-carbon transition: perspectives from economics, environmental performance, and resilience', Applied Energy, vol. 414, 127838. https://doi.org/10.1016/j.apenergy.2026.127838
Chinomi, N, Tian, Z, Kano, N, Chow, CI, Jiang, L, Song, K & Ma, C 2026, 'Optimal integration location and sizing of renewable energy systems in AC railways for cost optimisation', High-speed Railway. https://doi.org/10.1016/j.hspr.2025.12.005
Zhang, J, Zhang, X, Wu, J, Xu, Q, Liu, W, Tian, Z, Shen, C, Yang, Y, Wang, H, Liu, Y, Wen, Y, Pan, Z & Liu, Y 2026, 'Optimization operation of the integrated traction power supply system based on causal inference', Electric Power Systems Research, vol. 260, 113323. https://doi.org/10.1016/j.epsr.2026.113323
Conference article
Yuan, J, Huang, M, Ma, J, Man, KL & Tian, Z 2026, 'Frequency Domain-DQN for Flexible Photovoltaic Power Point Tracking Under Noisy Operating Condition', IEEE Transactions on Industry Applications, vol. 62, no. 3, 2025-SECSC-0006.R2, pp. 4392-4404. https://doi.org/10.1109/TIA.2025.3634054
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
View all publications in research portal