Recent publications
Article
Wen, C, Herreros, J, Zou, H, Lu, G, Xu, H & Li, J 2027, 'Energy consumption prediction of range-extended electric vehicles using dependency-guided physics-regularised neural networks', Mechatronics, vol. 121, 103620. https://doi.org/10.1016/j.mechatronics.2026.103620
He, X, Li, J, Wang, B, Lu, G & Xu, H 2026, 'Evolution-Dual-Discriminator Generative Adversarial Networks for Imbalanced Feature Capture in Engine Knock Detection Model', IEEE/CAA Journal of Automatica Sinica. https://doi.org/10.1109/JAS.2026.126191
Wu, D, Qu, S, He, X, Xu, H & Li, J 2026, 'Game‐Theoretic Multi‐Agent Dynamic Traffic Assignment Using Congestion‐Aware Adaptive Learning', IET Intelligent Transport Systems, vol. 20, no. 1, e70242. https://doi.org/10.1049/itr2.70242
Wu, Y, He, D, Xing, K, Li, J, Zhou, Q & Xu, H 2026, 'Transferable Model-Based Reinforcement Learning for Vehicular Platoon Control', IEEE Transactions on Intelligent Transportation Systems. https://doi.org/10.1109/TITS.2026.3666224
Wu, Y, He, D, Li, J, Zhou, Q & Xu, H 2026, 'Transfer Learning-Enhanced Multi-objective Predictive Control for Electric Vehicular Platoon', IEEE Transactions on Transportation Electrification. https://doi.org/10.1109/TTE.2026.3665598
Guo, S, Zheng, S, Li, J, Zhou, Q & Xu, H 2025, 'A lightweight social cognitive risk potential field model for path planning with dedicated dynamic and static traffic factors', IET Intelligent Transport Systems, vol. 19, no. 1, e12595. https://doi.org/10.1049/itr2.12595
He, X, Li, J, Hu, C & Liu, M 2025, 'Dual-Discriminator Generative Adversarial Network With Long-Tail Feature Capture for Extreme Scenarios in Human–Machine Shared Driving', IEEE Transactions on Intelligent Transportation Systems. https://doi.org/10.1109/TITS.2025.3646161
Wu, Y, Zuo, Z, Wang, Y, He, D, Li, J, Zhou, Q & Xu, H 2025, 'Dynamic Source-Aware Transfer Learning for Vehicular Platoon Predictive Control', IEEE Transactions on Industrial Electronics. https://doi.org/10.1109/TIE.2025.3639826
Li, J, Li, Z, Wen, C, Wu, Y, Dixon, R, Hu, X & Xu, H 2025, 'Experience-Shared Variable-Step Predictive Control of Range-Extended Electric Vehicles Using Transferable Driver Model', IEEE Transactions on Intelligent Transportation Systems, vol. 26, no. 1, pp. 1123-1133. https://doi.org/10.1109/TITS.2024.3489018
Li, Y, Hu, J, Li, J, Xu, H, Wu, Y, Cai, Z, Lin, Y, Wu, H & Li, Z 2025, 'Experimental study on electrically heated catalyst coupling strategies for ultra-low emissions and energy-efficient thermal management in diesel engines', Applied Thermal Engineering, vol. 280, no. Part 4, 128450. https://doi.org/10.1016/j.applthermaleng.2025.128450
Wen, C, Li, J, Wang, B, Lu, G & Xu, H 2025, 'Expertise-guided NOx emission modeling of hybrid vehicle engines via peak-valley-enhanced Gaussian process regression', Energy, vol. 322, 135166. https://doi.org/10.1016/j.energy.2025.135166
Zhang, F, Zhou, Q, Zhang, C, Hua, M, Du, S, Duan, Y, Li, J, Williams, H & Xu, H 2025, 'Meta-Heuristic Adaptive Equivalent Consumption Minimization of a Fuel Cell Vehicle Incorporating Fuzzy Inference and Particle Swarm Optimization', IEEE Transactions on Transportation Electrification, vol. 11, no. 2, pp. 5237-5248. https://doi.org/10.1109/TTE.2024.3478187
Zhang, F, Yan, Y, Wang, S, Hua, M, He, X, Zhang, C, Li, J, Zhou, Q, Duan, Y, Williams, H, Du, S & Xu, H 2025, 'Optimal sizing and energy management for fuel cell electric vehicles with 3D-ordered MEAs: A pareto frontier study', International Journal of Hydrogen Energy, vol. 189, 152206. https://doi.org/10.1016/j.ijhydene.2025.152206
Chapter
Li, J, Zhou, Q, Wu, Y & Xu, H 2025, Driver Behavior Prediction and Driver-Oriented Control of Electric Vehicles. in H Zhang & Q Zhou (eds), Big Data and Electric Mobility. 1st edn, CRC Press, pp. 171-189. https://doi.org/10.1201/9781003302827-12
Conference contribution
He, X, Li, J, Pham, DT, Wang, B & Lu, G 2025, Knock-Tolerant Integrated Energy Management in Series-Parallel Hybrid Electric Vehicle Using Bees-Inspired Adaptive Optimisation: Submit in the Special Session AI-Enhanced E-Mobility and Electrification of Propulsion Systems for Low-Carbon Transportation Applications. in 2025 Energy Conversion Congress & Expo Europe (ECCE Europe)., 11238986, European Conference on Power Electronics and Applications, Institute of Electrical and Electronics Engineers (IEEE), 2025 Energy Conversion Congress & Expo Europe (ECCE Europe), Birmingham, United Kingdom, 31/08/25. https://doi.org/10.1109/ECCE-Europe62795.2025.11238986
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