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Employment (1)

The University of Birmingham: Birmingham, GB

Employment
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University of Birmingham

Education and qualifications (1)

The University of Birmingham: Birmingham, GB

Education
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University of Birmingham

Works (43)

A lightweight social cognitive risk potential field model for path planning with dedicated dynamic and static traffic factors

IET Intelligent Transport Systems
2025-01 | Journal article
Contributors: Sijing Guo; Shengwen Zheng; Ji Li; Quan Zhou; Hongming Xu
Source: check_circle
Crossref

Experience-Shared Variable-Step Predictive Control of Range-Extended Electric Vehicles Using Transferable Driver Model

IEEE Transactions on Intelligent Transportation Systems
2025-01 | Journal article
Contributors: Ji Li; Zirui Li; Chengqing Wen; Yanhong Wu; Roger Dixon; Xiaosong Hu; Hongming Xu
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Crossref

Driver-Centric Data-Driven Model Predictive Vehicular Platoon With Longitudinal-Lateral Dynamics

IEEE Transactions on Intelligent Transportation Systems
2024 | Journal article
Contributors: Yanhong Wu; Zhiqiang Zuo; Yijing Wang; Qiaoni Han; Ji Li; Hongming Xu
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Crossref
grade
Preferred source (of 2)‎

Meta-heuristic Adaptive Equivalent Consumption Minimization of a Fuel Cell Vehicle Incorporating Fuzzy Inference and Particle Swarm Optimization

IEEE Transactions on Transportation Electrification
2024 | Journal article
Contributors: Fanggang Zhang; Quan Zhou; Cetengfei Zhang; Min Hua; Shangfeng Du; Yu Duan; Ji Li; Huw Williams; Hongming Xu
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Crossref

User-Centric Multi-Objective Predictive Control for Mixed Vehicular Platoon

IEEE Transactions on Intelligent Vehicles
2024 | Journal article
Contributors: Yanhong Wu; Qiaoni Han; Zhiqiang Zuo; Yijing Wang; Ji Li; Quan Zhou; Hongming Xu
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Crossref

Surrogate-Driven Multiobjective Predictive Control for Electric Vehicular Platoon

IEEE Transactions on Transportation Electrification
2024-12 | Journal article
Contributors: Yanhong Wu; Zhiqiang Zuo; Yijing Wang; Qiaoni Han; Ji Li; Quan Zhou; Hongming Xu
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Crossref
grade
Preferred source (of 2)‎

Privacy-Aware Energy Consumption Modeling of Connected Battery Electric Vehicles Using Federated Learning

IEEE Transactions on Transportation Electrification
2024-09 | Journal article
Contributors: Sen Yan; Hongyuan Fang; Ji Li; Tomas Ward; Noel O’Connor; Mingming Liu
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Crossref
grade
Preferred source (of 2)‎

Review of energy self-circulation systems integrating biogas utilization with Powerfuels production in global livestock industry

Bioresource Technology
2024-09 | Journal article | Author
SOURCE-WORK-ID:

407c30b5-9c50-4628-9229-7d671f08abca

EID:

2-s2.0-85200490105

Contributors: GENGXIN ZHANG; Penghua Shi; Chang Zhai; Yu Jin; Mengyao Han; Siyuan Liu; Yaowei Liu; Haoye Liu; Quan Zhou; Ji Li et al.
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University of Birmingham

Predictive equivalent consumption minimization strategy based on driving pattern personalized reconstruction

Applied Energy
2024-08-01 | Journal article | Author
SOURCE-WORK-ID:

87f6fe63-03c7-483e-8fbf-94649ee94ad8

EID:

2-s2.0-85192563187

Contributors: Yang Zhang; Qingxin Li; Chengqing Wen; Mingming Liu; Xinhua Yang; Hongming Xu; Ji Li
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University of Birmingham

A systematic review on sustainability assessment of internal combustion engines

Journal of Cleaner Production
2024-04 | Journal article
Contributors: Haoye Liu; Shiwu Yu; Tianyou Wang; Ji Li; Yuanjing Wang
Source: check_circle
Crossref
grade
Preferred source (of 2)‎

A Review on AI Algorithms for Energy Management in E-Mobility Services

2023 7th CAA International Conference on Vehicular Control and Intelligence (CVCI)
2024-01-25 | Conference paper | Author
SOURCE-WORK-ID:

78d1db0f-b7d3-4449-adc6-f376cc876fd3

EID:

2-s2.0-85185385467

Part of ISBN: 9798350340488
Part of ISBN: 9798350340495 (PoD)
Contributors: Sen Yan; Maqsood Hussain Shah; Ji Li; Noel O’Connor; Mingming Liu
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University of Birmingham

Data-driven Modelling for EV Battery State of Health Estimation using SFS-PCA Learning

2023 7th CAA International Conference on Vehicular Control and Intelligence (CVCI)
2024-01-25 | Conference paper | Author
SOURCE-WORK-ID:

f90e733a-e84d-433d-8ff0-cbfe2dc0da82

EID:

2-s2.0-85185384391

Part of ISBN: 9798350340488
Part of ISBN: 9798350340495 (PoD)
Contributors: Abdul Azis Abdillah; Cetengfei Zhang; Zeyu Sun; Ji Li; Hongming Xu; Quan Zhou
Source: check_circle
University of Birmingham

Fine-tuning Transfer Learning for Knock Intensity Modeling of an Engine Fuelled with High Octane Number Gasoline

2023 7th CAA International Conference on Vehicular Control and Intelligence (CVCI)
2024-01-25 | Conference paper | Author
SOURCE-WORK-ID:

cee40cd3-48b7-49e7-a399-379186898acb

EID:

2-s2.0-85185377322

Part of ISBN: 9798350340488
Part of ISBN: 9798350340495 (PoD)
Contributors: Guikun Tan; Ji Li; Yanfei Li; Zemin Eitan Liu ; Lubing Xu; Hongming Xu; Shijin Shuai
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University of Birmingham

Human-Road Dual Trust Mechanism in Adaptive Distributed Shared Control Framework under Lane Keeping Scenario

2023 7th CAA International Conference on Vehicular Control and Intelligence (CVCI)
2024-01-25 | Conference paper | Author
SOURCE-WORK-ID:

e7498607-efbd-4e35-b906-3748418c8b19

EID:

2-s2.0-85185376085

Part of ISBN: 9798350340495
Part of ISBN: 9798350340495 (PoD)
Contributors: Xu He; Ji Li; Quan Zhou; Hongming Xu
Source: check_circle
University of Birmingham

Robust key parameter identification of dedicated hybrid engine performance indicators via K-fold filter collaborated feature selection

Engineering Applications of Artificial Intelligence
2023-11 | Journal article
Contributors: Xu He; Ji Li; Quan Zhou; Guoxiang Lu; Hongming Xu
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Crossref
grade
Preferred source (of 2)‎

A comparative investigation of advanced machine learning methods for predicting transient emission characteristic of diesel engine

Fuel
2023-10 | Journal article
Contributors: Jianxiong Liao; Jie Hu; Fuwu Yan; Peng Chen; Lei Zhu; Quan Zhou; Hongming Xu; Ji Li
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Crossref

Data-driven enabling technologies in soft sensors of modern internal combustion engines: Perspectives

Energy
2023-06 | Journal article
Contributors: Ji Li; Quan Zhou; Xu He; Wan Chen; Hongming Xu
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Crossref
grade
Preferred source (of 2)‎

Statistics-Guided Accelerated Swarm Feature Selection in Data-Driven Soft Sensors for Hybrid Engine Performance Prediction

IEEE Transactions on Industrial Informatics
2023-04 | Journal article
Contributors: Ji Li; Quan Zhou; Huw Williams; Guoxiang Lu; Hongming Xu
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Crossref
grade
Preferred source (of 2)‎

Fuzzy logic based power-split hybrid propulsion control system using digital twin assisted parallel learning

International Journal of Powertrains
2022-12-20 | Journal article | Author
SOURCE-WORK-ID:

97a3c918-913a-4aab-919e-0fcc32aaf33b

EID:

2-s2.0-85148008162

Contributors: Ji Li; Quan Zhou; Huw Williams; Hongming Xu; Xu He
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University of Birmingham

Letter

IEEE/CAA Journal of Automatica Sinica
2022-10-04 | Journal article | Author
SOURCE-WORK-ID:

8db089b6-2c90-4238-85be-d6954cb36677

EID:

2-s2.0-85139825649

Contributors: Ji Li; Quan Zhou; Xu He; Hongming Xu
Source: check_circle
University of Birmingham

Electrothermally-aware multi-objective modular design

2022 IEEE 5th International Electrical and Energy Conference (CIEEC)
2022-08-11 | Conference paper | Author
SOURCE-WORK-ID:

be862cae-cacb-4c4e-918d-4d3b82ab9201

EID:

2-s2.0-85137370565

Part of ISBN: 9781665411042
Part of ISBN: 9781665411059 (PoD)
Contributors: Kailong Liu; Ji Li; Chong Zhu; Tao Chen; Kang Li; Quan Zhou; Hongming Xu
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University of Birmingham

Electrothermal dynamics-conscious many-objective modular design for power-split plug-in hybrid electric vehicles

IEEE/ASME Transactions on Mechatronics
2022-03-22 | Journal article | Author
SOURCE-WORK-ID:

f69a98c9-8dc7-40fb-bfdf-64eab37ce528

EID:

2-s2.0-85127036252

Contributors: Ji Li; Kailong Liu; Quan Zhou; Jinhao Meng; Yunshan Ge; Hongming Xu
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University of Birmingham
grade
Preferred source (of 2)‎

Fuzzy-tree-constructed data-efficient modelling methodology for volumetric efficiency of dedicated hybrid engines

Applied Energy
2022-03-15 | Journal article | Author
SOURCE-WORK-ID:

234421b0-498a-4a0b-8681-a8d7ccfc599b

EID:

2-s2.0-85123405875

Contributors: Ji Li; Quan Zhou; Huw Williams; Pu Xu; Hongming Xu; Guoxiang Lu
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University of Birmingham

Geometric neuro-fuzzy transfer learning for in-cylinder pressure modelling of a diesel engine fuelled with raw microalgae oil

Applied Energy
2022-01-15 | Journal article | Author
SOURCE-WORK-ID:

1e91059a-be7c-4cfb-96fc-c3626924d6b7

EID:

2-s2.0-85117365851

Contributors: Ji Li; Dawei Wu; Hassan Mohammadsami Attar; Hongming Xu
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University of Birmingham

Transferable representation modelling for real-time energy management of the plug-in hybrid vehicle based on k-fold fuzzy learning and Gaussian process regression

Applied Energy
2022-01-01 | Journal article | Author
SOURCE-WORK-ID:

b513ad82-7711-4fde-81a6-fb586aada424

EID:

2-s2.0-85114985028

Contributors: Quan Zhou; Yanfei Li; Dezong Zhao; Ji Li; Huw Williams; Hongming Xu; Fuwu Yan
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University of Birmingham

Distributed cooperative energy management system of connected hybrid electric vehicles with personalized non-stationary inference

IEEE Transactions on Transportation Electrification
2021-11-10 | Journal article | Author
SOURCE-WORK-ID:

8eb13670-020a-4aa9-b596-b10b25d0c70c

EID:

2-s2.0-85119401849

Contributors: Ji Li; Quan Zhou; Yinglong He; Huw Williams; Hongming Xu; Guoxiang Lu
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University of Birmingham
grade
Preferred source (of 2)‎

Pedestrian-aware supervisory control system interactive optimization of connected hybrid electric vehicles via fuzzy adaptive cost map and Bees Algorithm

IEEE Transactions on Transportation Electrification
2021-11-01 | Journal article | Author
SOURCE-WORK-ID:

0cd9f73f-89d3-41cd-a2cb-6516d8222b16

EID:

2-s2.0-85118970376

Contributors: Ji Li; Yingqi Gu; Chongming Wang; Mingming Liu; Quan Zhou; Guoxiang Lu; Duc Pham; Hongming Xu
Source: check_circle
University of Birmingham
grade
Preferred source (of 2)‎

Cyber-physical data fusion in surrogate-assisted strength pareto evolutionary algorithm for PHEV energy management optimization

IEEE Transactions on Industrial Informatics
2021-10-19 | Journal article | Author
SOURCE-WORK-ID:

322bf9f9-d40e-4262-8eb4-3471ea7d243c

EID:

2-s2.0-85118280836

Contributors: Ji Li; Quan Zhou; Huw Williams; Hongming Xu; Changqing Du
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University of Birmingham

Human-knowledge-augmented Gaussian process regression for state-of-health prediction of lithium-ion batteries with charging curves

Journal of Electrochemical Energy Conversion and Storage
2021-08 | Journal article | Author
SOURCE-WORK-ID:

50884daf-361c-42db-af78-3fb8c87a5be0

EID:

2-s2.0-85115023298

Contributors: Quan Zhou; Chongming Wang; Zeyu Sun; Ji Li; Huw Williams; Hongming Xu
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University of Birmingham

Modified Particle Swarm Optimization With Chaotic Attraction Strategy for Modular Design of Hybrid Powertrains

IEEE Transactions on Transportation Electrification
2021-06 | Journal article
Contributors: Quan Zhou; Yinglong He; Dezong Zhao; Ji Li; Yanfei Li; Huw Williams; Hongming Xu
Source: check_circle
Crossref
grade
Preferred source (of 2)‎

Heuristic action execution for energy efficient charge-sustaining control of connected hybrid vehicles with model-free double Q-learning

Applied Energy
2020-06-01 | Journal article | Author
SOURCE-WORK-ID:

728455b5-874a-4014-b5f3-3e0118575c84

EID:

2-s2.0-85082718746

Contributors: Bin Shuai; Quan Zhou; Ji Li; Yinglong He; Ziyang Li; Huw Williams; Hongming Xu; Shijin Shuai
Source: check_circle
University of Birmingham

Multiobjective component sizing of a hybrid ethanol-electric vehicle propulsion system

Applied Energy
2020-05-15 | Journal article | Author
SOURCE-WORK-ID:

610636d9-99b3-4314-a211-ed0a8afc04c8

EID:

2-s2.0-85082008537

Contributors: Yinglong He; Chongming Wang; Quan Zhou; Ji Li; Michail Makridis; Huw Williams; Guoxiang Lu; Hongming Xu
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University of Birmingham

Multiobjective co-optimization of cooperative adaptive cruise control and energy management strategy for PHEVs

IEEE Transactions on Transportation Electrification
2020-03 | Journal article | Author
SOURCE-WORK-ID:

62a84bc1-a0fd-406d-82a6-f6253d3251c8

EID:

2-s2.0-85079616228

Contributors: Yinglong He; Quan Zhou; Michail Makridis; Konstantinos Mattas; Ji Li; Huw Williams; Hongming Xu
Source: check_circle
University of Birmingham

Driver-identified supervisory control system of hybrid electric vehicles based on spectrum-guided fuzzy feature extraction

IEEE Transactions on Fuzzy Systems
2020-02-11 | Journal article | Author
SOURCE-WORK-ID:

ed64a299-97ed-49f7-89e7-eca128e2117c

EID:

2-s2.0-85082704571

Contributors: Ji Li; Quan Zhou; Yinglong He; Huw Williams; Hongming Xu
Source: check_circle
University of Birmingham

Enhanced intelligent proportional-integral-like fuzzy knowledge–based controller using chaos-enhanced accelerated particle swarm optimization algorithm for transient calibration of air–fuel ratio control system

Proceedings of the Institution of Mechanical Engineers, Part D: Journal of Automobile Engineering
2020-01-01 | Journal article | Author
SOURCE-WORK-ID:

a353ec47-7c7a-49cc-bdd7-7d8f502adbaf

EID:

2-s2.0-85070247986

Contributors: Ziyang Li; Quan Zhou; Yunfan Zhang; Ji Li; Hongming Xu
Source: check_circle
University of Birmingham

Multi-step reinforcement learning for model-free predictive energy management of an electrified off-highway vehicle

Applied Energy
2019-12-01 | Journal article | Author
SOURCE-WORK-ID:

4cc92fc4-b5c2-4364-9986-3977cb83b5a4

EID:

2-s2.0-85071321446

Contributors: Quan Zhou; Ji Li; Bin Shuai; Huw Williams; Yinglong He; Ziyang Li; Hongming Xu; Fuwu Yan
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University of Birmingham

Dual-loop online intelligent programming for driver-oriented predict energy management of plug-in hybrid electric vehicles

Applied Energy
2019-11-01 | Journal article | Author
SOURCE-WORK-ID:

efb8b3bd-3be5-4c84-bb2a-acaa4d489fb3

EID:

2-s2.0-85069809340

Contributors: Ji Li; Quan Zhou; Yinglong He; Bin Shuai; Ziyang Li; Huw Williams; Hongming Xu
Source: check_circle
University of Birmingham

Back-to-back competitive learning mechanism for fuzzy logic based supervisory control system of hybrid electric vehicles

IEEE Transactions on Industrial Electronics
2019-10-15 | Journal article | Author
SOURCE-WORK-ID:

436c912d-3b4e-46a1-9c22-6c7a05711a46

EID:

2-s2.0-85087453139

Contributors: Ji Li; Quan Zhou; Huw Williams; Hongming Xu
Source: check_circle
University of Birmingham

Improved scheme of membership function optimisation for fuzzy air‐fuel ratio control of GDI engines

IET Intelligent Transport Systems
2019-01 | Journal article
Contributors: Ji Li; Ziyang Li; Quan Zhou; Yunfan Zhang; Hongming Xu
Source: check_circle
Crossref
grade
Preferred source (of 2)‎

Adaptive Cruise Control Strategies Implemented on Experimental Vehicles: A Review

IFAC-PapersOnLine
2019-01-01 | Journal article | Author
SOURCE-WORK-ID:

8ca871f8-165f-42db-9eaf-fc9abcb160f7

EID:

2-s2.0-85076083306

Contributors: Yinglong He; Biagio Ciuffo; Quan Zhou; Michail Makridis; Konstantinos Mattas; Ji Li; Ziyang Li; Fuwu Yan; Hongming Xu
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University of Birmingham

Cyber-physical energy-saving control for hybrid aircraft-towing tractor based on online swarm intelligent programming

IEEE Transactions on Industrial Informatics
2018-09 | Journal article | Author
SOURCE-WORK-ID:

1f685292-6886-4501-b30c-6ec34194c190

EID:

2-s2.0-85038406208

Contributors: Quan Zhou; Yunfan Zhang; Ziyang Li; Ji Li; Hongming Xu; Oluremi Olatunbosun
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University of Birmingham

Intelligent air/fuel ratio control strategy with a PI-like fuzzy knowledge–based controller for gasoline direct injection engines

Proceedings of the Institution of Mechanical Engineers, Part D: Journal of Automobile Engineering
2018-06-05 | Journal article | Author
SOURCE-WORK-ID:

2229d908-21f5-4afa-afc8-d155de34f309

EID:

2-s2.0-85049043062

Contributors: Ziyang Li; Ji Li; Quan Zhou; Yunfan Zhang; Hongming Xu
Source: check_circle
University of Birmingham

Intelligent transient calibration of a dual-loop EGR diesel engine using chaos-enhanced accelerated particle swarm optimization algorithm

Proceedings of the Institution of Mechanical Engineers, Part D: Journal of Automobile Engineering
2018-05-29 | Journal article | Author
SOURCE-WORK-ID:

fa13d3c9-baa8-4600-bec0-fb2f86ddfc99

EID:

2-s2.0-85047963129

Contributors: Yunfan Zhang; Quan Zhou; Ziyang Li; Ji Li; Hongming Xu
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University of Birmingham

Peer review (3 reviews for 3 publications/grants)

Review activity for Applied energy (1)
Review activity for Energy technology. (1)
Review activity for Energy. (1)