| Multi-step reinforcement learning for model-free predictive energy management of an electrified off-highway vehicle Q Zhou, J Li, B Shuai, H Williams, Y He, Z Li, H Xu, F Yan Applied Energy 255, 113755, 2019 | 171 | 2019 |
| Adaptive cruise control strategies implemented on experimental vehicles: A review Y He, B Ciuffo, Q Zhou, M Makridis, K Mattas, J Li, Z Li, F Yan, H Xu IFAC-PapersOnLine 52 (5), 21-27, 2019 | 125 | 2019 |
| Multiobjective co-optimization of cooperative adaptive cruise control and energy management strategy for PHEVs Y He, Q Zhou, M Makridis, K Mattas, J Li, H Williams, H Xu IEEE Transactions on Transportation Electrification 6 (1), 346-355, 2020 | 115 | 2020 |
| Transferable representation modelling for real-time energy management of the plug-in hybrid vehicle based on k-fold fuzzy learning and Gaussian process regression Q Zhou, Y Li, D Zhao, J Li, H Williams, H Xu, F Yan Applied energy 305, 117853, 2022 | 90 | 2022 |
| Dual-loop online intelligent programming for driver-oriented predict energy management of plug-in hybrid electric vehicles J Li, Q Zhou, Y He, B Shuai, Z Li, H Williams, H Xu Applied Energy 253, 113617, 2019 | 87 | 2019 |
| Cyber-physical energy-saving control for hybrid aircraft-towing tractor based on online swarm intelligent programming Q Zhou, Y Zhang, Z Li, J Li, H Xu, O Olatunbosun IEEE transactions on industrial informatics 14 (9), 4149-4158, 2017 | 86 | 2017 |
| Heuristic action execution for energy efficient charge-sustaining control of connected hybrid vehicles with model-free double Q-learning B Shuai, Q Zhou, J Li, Y He, Z Li, H Williams, H Xu, S Shuai Applied energy 267, 114900, 2020 | 76 | 2020 |
| A systematic review on sustainability assessment of internal combustion engines H Liu, S Yu, T Wang, J Li, Y Wang Journal of cleaner production 451, 141996, 2024 | 69 | 2024 |
| A comparative investigation of advanced machine learning methods for predicting transient emission characteristic of diesel engine J Liao, J Hu, F Yan, P Chen, L Zhu, Q Zhou, H Xu, J Li Fuel 350, 128767, 2023 | 56 | 2023 |
| Back-to-back competitive learning mechanism for fuzzy logic based supervisory control system of hybrid electric vehicles J Li, Q Zhou, H Williams, H Xu IEEE Transactions on Industrial Electronics 67 (10), 8900-8909, 2019 | 56 | 2019 |
| Driver-identified supervisory control system of hybrid electric vehicles based on spectrum-guided fuzzy feature extraction J Li, Q Zhou, Y He, H Williams, H Xu IEEE Transactions on Fuzzy Systems 28 (11), 2691-2701, 2020 | 47 | 2020 |
| Cyber-physical data fusion in surrogate-assisted strength Pareto evolutionary algorithm for PHEV energy management optimization J Li, Q Zhou, H Williams, H Xu, C Du IEEE Transactions on Industrial Informatics 18 (6), 4107-4117, 2021 | 45 | 2021 |
| Modified particle swarm optimization with chaotic attraction strategy for modular design of hybrid powertrains Q Zhou, Y He, D Zhao, J Li, Y Li, H Williams, H Xu IEEE transactions on transportation electrification 7 (2), 616-625, 2020 | 43 | 2020 |
| Multiobjective component sizing of a hybrid ethanol-electric vehicle propulsion system Y He, C Wang, Q Zhou, J Li, M Makridis, H Williams, G Lu, H Xu Applied Energy 266, 114843, 2020 | 39 | 2020 |
| Predictive equivalent consumption minimization strategy based on driving pattern personalized reconstruction Y Zhang, Q Li, C Wen, M Liu, X Yang, H Xu, J Li Applied Energy 367, 123424, 2024 | 32 | 2024 |
| Distributed cooperative energy management system of connected hybrid electric vehicles with personalized non-stationary inference J Li, Q Zhou, Y He, H Williams, H Xu, G Lu IEEE transactions on transportation electrification 8 (2), 2996-3007, 2021 | 32 | 2021 |
| Privacy-aware energy consumption modeling of connected battery electric vehicles using federated learning S Yan, H Fang, J Li, T Ward, N O’Connor, M Liu IEEE Transactions on Transportation Electrification 10 (3), 6663-6675, 2023 | 26 | 2023 |
| Human-knowledge-augmented Gaussian process regression for state-of-health prediction of lithium-ion batteries with charging curves Q Zhou, C Wang, Z Sun, J Li, H Williams, H Xu Journal of Electrochemical Energy Conversion and Storage 18 (3), 030907, 2021 | 25 | 2021 |
| Intelligent air/fuel ratio control strategy with a PI-like fuzzy knowledge–based controller for gasoline direct injection engines Z Li, J Li, Q Zhou, Y Zhang, H Xu Proceedings of the Institution of Mechanical Engineers, Part D: Journal of …, 2019 | 25 | 2019 |
| Data-driven enabling technologies in soft sensors of modern internal combustion engines: Perspectives J Li, Q Zhou, X He, W Chen, H Xu Energy 272, 127067, 2023 | 20 | 2023 |
Hongming XuProfessor of Energy and Automotive EngineeringVerified email at bham.ac.uk
