Recent publications
Article
Liu, H, Yu, S, Wang, T, Li, J & Wang, Y 2024, 'A systematic review on sustainability assessment of internal combustion engines', Journal of Cleaner Production, vol. 451, 141996. https://doi.org/10.1016/j.jclepro.2024.141996
Wu, Y, Zuo, Z, Wang, Y, Han, Q, Li, J, Zhou, Q & Xu, H 2024, 'Surrogate-Driven Multi-Objective Predictive Control for Electric Vehicular Platoon', IEEE Transactions on Transportation Electrification. https://doi.org/10.1109/TTE.2024.3379590
Liao, J, Hu, J, Yan, F, Chen, P, Zhu, L, Zhou, Q, Xu, H & Li, J 2023, 'A comparative investigation of advanced machine learning methods for predicting transient emission characteristic of diesel engine', Fuel, vol. 350, 128767. https://doi.org/10.1016/j.fuel.2023.128767
Li, J, Zhou, Q, He, X, Chen, W & Xu, H 2023, 'Data-driven enabling technologies in soft sensors of modern internal combustion engines: Perspectives', Energy, vol. 272, 127067. https://doi.org/10.1016/j.energy.2023.127067
Yan, S, Fang, H, Li, J, Ward, T, O’Connor, N & Liu, M 2023, 'Privacy-Aware Energy Consumption Modeling of Connected Battery Electric Vehicles using Federated Learning', IEEE Transactions on Transportation Electrification. https://doi.org/10.1109/TTE.2023.3343106
He, X, Li, J, Zhou, Q, Lu, G & Xu, H 2023, 'Robust key parameter identification of dedicated hybrid engine performance indicators via K-fold filter collaborated feature selection', Engineering Applications of Artificial Intelligence, vol. 126, no. D, pp. 107114. https://doi.org/10.1016/j.engappai.2023.107114
Li, J, Liu, K, Zhou, Q, Meng, J, Ge, Y & Xu, H 2022, 'Electrothermal dynamics-conscious many-objective modular design for power-split plug-in hybrid electric vehicles', IEEE/ASME Transactions on Mechatronics. https://doi.org/10.1109/TMECH.2022.3156535
Li, J, Zhou, Q, Williams, H, Xu, H & He, X 2022, 'Fuzzy logic based power-split hybrid propulsion control system using digital twin assisted parallel learning', International Journal of Powertrains, vol. 11, no. 4, 288. https://doi.org/10.1504/ijpt.2022.10048469
Li, J, Zhou, Q, Williams, H, Xu, P, Xu, H & Lu, G 2022, 'Fuzzy-tree-constructed data-efficient modelling methodology for volumetric efficiency of dedicated hybrid engines', Applied Energy, vol. 310, 118534. https://doi.org/10.1016/j.apenergy.2022.118534
Conference contribution
Yan, S, Shah, MH, Li, J, O’Connor, N & Liu, M 2024, A Review on AI Algorithms for Energy Management in E-Mobility Services. in 2023 7th CAA International Conference on Vehicular Control and Intelligence (CVCI)., 10397371, Conference on Vehicle Control and Intelligence (CVCI), IEEE, 2023 7th CAA International Conference on Vehicular Control and Intelligence (CVCI), 27/10/23. https://doi.org/10.1109/CVCI59596.2023.10397371
Abdillah, AA, Zhang, C, Sun, Z, Li, J, Xu, H & Zhou, Q 2024, Data-driven Modelling for EV Battery State of Health Estimation using SFS-PCA Learning. in 2023 7th CAA International Conference on Vehicular Control and Intelligence (CVCI)., 10397248, Conference on Vehicle Control and Intelligence (CVCI), IEEE, 2023 7th CAA International Conference on Vehicular Control and Intelligence (CVCI), 27/10/23. https://doi.org/10.1109/CVCI59596.2023.10397248
Tan, G, Li, J, Li, Y, Liu , ZE, Xu, L, Xu, H & Shuai, S 2024, Fine-tuning Transfer Learning for Knock Intensity Modeling of an Engine Fuelled with High Octane Number Gasoline. in 2023 7th CAA International Conference on Vehicular Control and Intelligence (CVCI)., 10397125, Conference on Vehicle Control and Intelligence (CVCI), IEEE, 2023 7th CAA International Conference on Vehicular Control and Intelligence (CVCI), 27/10/23. https://doi.org/10.1109/CVCI59596.2023.10397125
He, X, Li, J, Zhou, Q & Xu, H 2024, Human-Road Dual Trust Mechanism in Adaptive Distributed Shared Control Framework under Lane Keeping Scenario. in 2023 7th CAA International Conference on Vehicular Control and Intelligence (CVCI)., 10397103, Conference on Vehicle Control and Intelligence (CVCI), IEEE, 2023 7th CAA International Conference on Vehicular Control and Intelligence (CVCI), 27/10/23. https://doi.org/10.1109/CVCI59596.2023.10397103
Liu, K, Li, J, Zhu, C, Chen, T, Li, K, Zhou, Q & Xu, H 2022, Electrothermally-aware multi-objective modular design: a case study on series-parallel hybrid propulsion systems. in 2022 IEEE 5th International Electrical and Energy Conference (CIEEC)., 9845925, China International Electrical and Energy Conference (CIEEC), Institute of Electrical and Electronics Engineers (IEEE), pp. 1912-1917, 2022 IEEE 5th International Electrical and Energy Conference (CIEEC), 27/05/22. https://doi.org/10.1109/CIEEC54735.2022.9845925
Review article
Zhou, Q, Li, J & Xu, H 2022, 'Artificial Intelligence and Its Roles in the R&D of Vehicle Powertrain Products', International Journal of Automotive Manufacturing and Materials, vol. 1, no. 1, 6. https://doi.org/10.53941/ijamm0101006
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