Quan Zhou

发表

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

Hongming Xu, Ziyang Li, Yunfan Zhang, 2018 .

Experimental Investigation on the High-frequency Pressure Oscillation Characteristics of a Combustion Process in a DI Diesel Engine

Z. Hao, Xu Zheng, Quan Zhou, 2020, Energies.

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

Hongming Xu, Chongming Wang, G. Lu, 2020, Applied Energy.

Supervisory control of the hybrid off-highway vehicle for fuel economy improvement using predictive double Q-learning with backup models

B. Shuai, Quan Zhou, Yan-fei Li, 2022, Journal of Central South University.

Multi-agent Deep Reinforcement Learning for Charge-sustaining Control of Multi-mode Hybrid Vehicles

W. Liu, Quan Zhou, Hongming Xu, 2022, ArXiv.

Pedestrian-Aware Supervisory Control System Interactive Optimization of Connected Hybrid Electric Vehicles via Fuzzy Adaptive Cost Map and Bees Algorithm

D. Pham, Hongming Xu, Chongming Wang, 2022, IEEE Transactions on Transportation Electrification.

Electrothermally-Aware Multi-objective Modular Design: A Case Study on Series-Parallel Hybrid Propulsion Systems

Chong Zhu, Hongming Xu, Kailong Liu, 2022, 2022 IEEE 5th International Electrical and Energy Conference (CIEEC).

Experimental Study of Battery Passive Thermal Management System Using Copper Foam-Based Phase Change Materials

Hongming Xu, Chongming Wang, Quan Zhou, 2023, SSRN Electronic Journal.

Electrothermal Dynamics-Conscious Many-Objective Modular Design for Power-Split Plug-in Hybrid Electric Vehicles

Hongming Xu, Yunshan Ge, Jinhao Meng, 2022, IEEE/ASME Transactions on Mechatronics.

Empirical Analysis of AI-based Energy Management in Electric Vehicles: A Case Study on Reinforcement Learning

Dezong Zhao, Quan Zhou, Yuanjian Zhang, 2022, ArXiv.

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

Ji Li, Hongming Xu, Quan Zhou, 2018, IET Intelligent Transport Systems.

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

Ji Li, Hongming Xu, Quan Zhou, 2018, Proceedings of the Institution of Mechanical Engineers, Part D: Journal of Automobile Engineering.

State of charge estimation for lithium-ion battery based on an Intelligent Adaptive Extended Kalman Filter with improved noise estimator

Cheng Zhang, Rohit Bhagat, Xiaoli Yu, 2021, Energy.

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

Hongming Xu, Fuwu Yan, Yanfei Li, 2022, Applied Energy.

New traction motor sizing strategy for an HEV/EV based on an overcurrent‐tolerant prediction model

Quan Zhou, Oluremi Olatunbosun, Hongming Xu, 2018, IET Intelligent Transport Systems.

Multi-objective design optimization of battery thermal management system for electric vehicles

Liang Gao, A. Garg, Wei Li, 2021 .

Eco-Driving of General Mixed Platoons With CAVs and HDVs

K. Song, Daxin Tian, Jianglin Lan, 2023, IEEE Transactions on Intelligent Vehicles.

Energy Management of Multi-mode Plug-in Hybrid Electric Vehicle using Multi-agent Deep Reinforcement Learning

Zhi Li, Quan Zhou, Hongming Xu, 2023, Applied Energy.

Energy Management of Multi-mode Hybrid Electric Vehicles based on Hand-shaking Multi-agent Learning

Quan Zhou, Mingya Hua, Zhi Li, 2022, 2209.02633.

Knowledge Implementation and Transfer With an Adaptive Learning Network for Real-Time Power Management of the Plug-in Hybrid Vehicle

Bin Shuai, Dezong Zhao, Hongming Xu, 2021, IEEE Transactions on Neural Networks and Learning Systems.

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

Bin Shuai, Quan Zhou, Ji Li, 2020, Applied Energy.

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

Bin Shuai, Ji Li, Quan Zhou, 2019 .

Optimal Energy Management of Plug-in Hybrid Vehicles Through Exploration-to-Exploitation Ratio Control in Ensemble Reinforcement Learning

S. Shuai, Yanfei Li, B. Shuai, 2023, ArXiv.

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

Quan Zhou, Yanfei Li, Hongming Xu, 2021, IEEE Transactions on Transportation Electrification.

Sensitivity Study of Battery Thermal Response to Cell Thermophysical Parameters

Hongming Xu, Chongming Wang, Quan Zhou, 2021 .

Back-to-Back Competitive Learning Mechanism for Fuzzy Logic Based Supervisory Control System of Hybrid Electric Vehicles

Ji Li, Quan Zhou, Hongming Xu, 2020, IEEE Transactions on Industrial Electronics.

A Moment-of-Inertia-Driven Engine Start-Up Method Based on Adaptive Model Predictive Control for Hybrid Electric Vehicles With Drivability Optimization

Changqing Du, Hongming Xu, Quan Zhou, 2020, IEEE Access.

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

Ji Li, Ziyang Li, Oluremi Olatunbosun, 2018 .

A quantitative analysis of model predictive control as energy management strategy for hybrid electric vehicles: A review

Quan Zhou, C. Du, 2021, Energy Reports.

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

Bin Shuai, Ji Li, Huw Williams, 2019, Applied Energy.

Adaptive Cruise Control Strategies Implemented on Experimental Vehicles: A Review

Biagio Ciuffo, Ji Li, Michail Makridis, 2019, IFAC-PapersOnLine.

Algorithm-driven optimization of lithium-ion battery thermal modeling

Chongming Wang, Yue Guo, Quan Zhou, 2023, Journal of Energy Storage.

A Novel Hybrid Battery Thermal Management System for Prevention of Thermal Runaway Propagation

Hongming Xu, Chongming Wang, Quan Zhou, 2022, IEEE Transactions on Transportation Electrification.

Intelligent sizing of a series hybrid electric power-train system based on Chaos-enhanced accelerated particle swarm optimization

Quan Zhou, Wei Zhang, Oluremi Olatunbosun, 2017 .

Scenario analysis, management, and optimization of a new Vehicle-to-Micro-Grid (V2μG) network based on off-grid renewable building energy systems

Zhi Li, Lei Wang, Quan Zhou, 2022, Applied Energy.

Distributed Cooperative Energy Management System of Connected Hybrid Electric Vehicles with Personalized Non-Stationary Inference

Hongming Xu, G. Lu, Quan Zhou, 2021, IEEE Transactions on Transportation Electrification.

A Hybrid Active Noise Control System for the Attenuation of Road Noise Inside a Vehicle Cabin

Quan Zhou, Zibin Jia, Xu Zheng, 2020, Sensors.

Investigation and optimization of valve train abnormal noise under idle condition

Quan Zhou, Xuan Luo, Xu Zheng, 2020, Journal of Low Frequency Noise, Vibration and Active Control.

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

Quan Zhou, Ji Li, Hongming Xu, 2020, Proceedings of the Institution of Mechanical Engineers, Part D: Journal of Automobile Engineering.

The Digital Twin Modelling of the Electrified Vehicle Based on A Hybrid Terminating Control of Particle Swarm Optimization

Hongming Xu, Yanfei Li, Quan Zhou, 2021, IFAC-PapersOnLine.

Driver-Centric Velocity Prediction With Multidimensional Fuzzy Granulation

Quan Zhou, Ji Li, Hongming Xu, 2023, IEEE/CAA Journal of Automatica Sinica.

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

Hongming Xu, G. Lu, Quan Zhou, 2022, Applied Energy.

Cyber-Physical Data Fusion in Surrogate- Assisted Strength Pareto Evolutionary Algorithm for PHEV Energy Management Optimization

Changqing Du, Hongming Xu, Quan Zhou, 2021, IEEE Transactions on Industrial Informatics.

Research on mechanism diagnosis of an idling abnormal noise of automobile engine

Quan Zhou, Xu Zheng, Zhiyong Hao, 2021 .

Multiobjective Co-Optimization of Cooperative Adaptive Cruise Control and Energy Management Strategy for PHEVs

Ji Li, Michail Makridis, Quan Zhou, 2020, IEEE Transactions on Transportation Electrification.

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

Quan Zhou, Ji Li, Hongming Xu, 2023, Energy.

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

G. Lu, Quan Zhou, Ji Li, 2023, IEEE Transactions on Industrial Informatics.

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

Fuwu Yan, Quan Zhou, Ji Li, 2023, Fuel.

Microscopic Modelling of Car-Following Behaviour: Developments and Future Directions

Chongming Wang, Quan Zhou, Ji Li, 2023, International Journal of Automotive Manufacturing and Materials.

Energy Management of Multi-mode Plug-in Hybrid Electric Vehicle using Multi-agent Deep Reinforcement Learning

Zhi Li, Quan Zhou, Hongming Xu, 2023, Applied Energy.

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

Ji Li, Hongming Xu, Quan Zhou, 2018, Proceedings of the Institution of Mechanical Engineers, Part D: Journal of Automobile Engineering.

Cuboid equivalent consumption minimization strategy for energy management of multi-mode plug-in hybrid vehicles considering diverse time scale objectives

Quan Zhou, Hongming Xu, Min Hua, 2023, Applied Energy.

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

G. Lu, Quan Zhou, Ji Li, 2023, Eng. Appl. Artif. Intell..

Multi-Agent Reinforcement Learning for Connected and Automated Vehicles Control: Recent Advancements and Future Prospects

Quan Zhou, Hongming Xu, Min Hua, 2023, ArXiv.

Safe Deep Reinforcement Learning-Based Constrained Optimal Control Scheme for HEV Energy Management

Hongming Xu, S. Shuai, Yanfei Li, 2023, IEEE Transactions on Transportation Electrification.

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

Quan Zhou, Ji Li, Hongming Xu, 2023, 2023 7th CAA International Conference on Vehicular Control and Intelligence (CVCI).

Hierarchical Rewarding Deep Deterministic Policy Gradient Strategy for Energy Management of Hybrid Electric Vehicles

Fuwu Yan, Quan Zhou, Hongming Xu, 2024, IEEE Transactions on Transportation Electrification.

Recent Progress in Energy Management of Connected Hybrid Electric Vehicles Using Reinforcement Learning

Jinhai Wang, Quan Zhou, Hongming Xu, 2023, International Journal of Automotive Manufacturing and Materials.

Cooperative power management for range extended electric vehicle based on internet of vehicles

B. Gao, Zheng Chen, Yuanjian Zhang, 2023, Energy.

A tolerant sequential correction predictive energy management strategy of hybrid electric vehicles with adaptive mesh discretization

Fuwu Yan, Quan Zhou, Dongmei Wu, 2023, Energy.

Study on the Impacts of Hazardous Behaviors on Autonomous Vehicle Collision Rates Based on Humanoid Scenario Generation in CARLA

Quan Zhou, Hongming Xu, Mingya Hua, 2023, 2023 7th CAA International Conference on Vehicular Control and Intelligence (CVCI).

Dedicated Adaptive Particle Swarm Optimization Algorithm for Digital Twin Based Control Optimization of the Plug-In Hybrid Vehicle

Yanfei Li, Quan Zhou, Hongming Xu, 2023, IEEE Transactions on Transportation Electrification.

A dichotomy-based variational mode decomposition method for fault diagnosis of rotating machinery

Zhiyong Hao, Quan Zhou, Yi Qiu, 2020 .