马明辉｜上海工程技术大学｜学者主页

2026

A deep-learning framework for predicting building heat load with hyperparameter optimisation and physics-constrained post-processing

Minghui Ma, P. Valdiserri, V. Ballerini, Ruixin Li, E. R. di Schio

Energy and Buildings

DOI

2026

Mechanism-driven heat transfer enhancement in microchannels via central triangular rib-induced flow steering

Feiyue Zhu, Xue-Wei Zhao, Mingyuan Wang, Yajuan Jiang, Minghui Ma

International Communications in Heat and Mass Transfer

DOI

2026

A Hybrid Framework Integrating IDM-Based Dynamic Action Boundaries with Soft Actor-Critic

Anyi Cong, Minghui Ma, Shidong Liang, Qi Li

IEEE Transactions on Vehicular Technology

DOI

2026

Entropic harmony: Graph-based multi-agent reinforcement learning with dynamic decay for mixed traffic in highway

Wei Li, Minghui Ma, Shidong Liang, Kuo Yu

Proceedings of the Institution of Mechanical Engineers Part D Journal of Automobile Engineering

DOI

2026

Optimization of Signalized Intersections in Mixed Traffic: A Coordinated Platoon–Signal Control Method Considering the Backward-Looking Effect

Xinyuan Li, Minghui Ma, Shidong Liang, Qi Li, Jufen Yang, Fei Chen

Journal of Transportation Engineering Part A Systems

DOI

2025

载运工具用燃料电池空气压缩机技术综述

欧凯，胡皓文，吴雨衡，郭轩，杨新荣，张前，马明辉，王亚雄

《交通运输工程学报》

2025

燃料电池发动机用增湿器参数敏感性试验研究

张胜雷，马明辉，郝冬，郭志军

《车用发动机》

2025

燃料电池汽车加氢机检定计量标准简要分析

张妍懿，陈光，郝冬，马明辉

《中国标准化》

2025

燃料电池汽车用车载氢系统噪声特性试验研究

马明辉，陈向阳，杨沄芃，郝冬

《电源技术》

2025

高原环境对车用燃料电池系统影响的试验研究

马继成，谢振兵，马明辉，郝冬，陈光

《电源技术》

2025

合金叶轮的冲蚀磨损研究进展

王亚雄，林浩然，蔡金波，欧凯，张学智，牛树潭，马明辉

《稀有金属》

DOI

2025

Research on Configuration Optimization and Control Methods for Mid-Deep Geothermal Heat Pumps Coupled with Air-Source Heat Pump Systems for Space Heating in Residential Buildings

Yan-Hui Wang, Jie-Wen Deng, Yang-Yang Su, Chen-Kuen Peng, Minghui Ma, Yin Chen, Lei Fan, Min Chen, Qing-Peng Wei, Hui Zhang

Buildings

DOI

2025

How to make full use of heat storage characteristic of mid-deep borehole heat exchangers hybrid with heat pump storage systems: Field tests and simulation analysis

Yang-Yang Su, Jie-Wen Deng, Ying Liao, Yan-Hui Wang, Minghui Ma, Chen-Kuen Peng, Qing-Peng Wei, Wanlong Cai, Jing-Hua Yu

Energy

DOI

2025

Analysis of load adaptability and dynamic thermal response in mid-deep geothermal heat pumps with various compressor types: An on-site measurement study

Minghui Ma, Shui Yu, Jie Jiang, Sheng-Kun Sun

Energy

DOI

2025

On-site measurements and study on cooling demand characteristics and operational performance of ice storage cooling systems in large-scale sports stadium

Ying Liao, Hecheng Yang, Jie-Wen Deng, Jiaxing Zhang, Yang-Yang Su, Wen Qiang, Minghui Ma, Chen-Kuen Peng, Jie Bai, Yiwei Ping, Chao Huang, Dexin Fan, Qing-Peng Wei

Energy and Buildings

DOI

2025

Vehicle following dynamics model for curves incorporating cross slope angle with applicability to straight and transition curve

Haitao Gao, Minghui Ma, Shidong Liang, Jufen Yang

Physica Scripta

DOI

2025

Balancing traffic and charging efficiency for EVs in freeway bottlenecks: Charging (Low-SOC) or fast passage (High-SOC)

Minghui Ma, Wei Yang, Shidong Liang, Yang Wang

Energy

DOI

2025

Eco-driving for CEVs in merging areas: a charging value-based wireless charging strategy

Minghui Ma, Yang Wang, Yang Wang, Shidong Liang, Yansong Wang, Yansong Wang

Proceedings of the Institution of Civil Engineers - Municipal Engineer

DOI

2025

Platoon Control Method for Mixed Traffic Flow at Signalized Intersection Considering the Backward-Looking Effect

Binghao Feng, Hui Guo, Minghui Ma, Yuepeng Wu, Shidong Liang, Yansong Wang

Transportation Research Record Journal of the Transportation Research Board

DOI

2025

Coordination optimization of wireless charging and traffic efficiency in freeway Merging zones

Wei Yang, Minghui Ma, Shidong Liang, Tao Wang, Jufen Yang

Physica A Statistical Mechanics and its Applications

DOI

2025

Robust lane change decision for autonomous vehicles in mixed traffic: A safety-aware multi-agent adversarial reinforcement learning approach

Tao Wang, Minghui Ma, Shidong Liang, Jufen Yang, Yansong Wang

Transportation Research Part C Emerging Technologies

DOI

2024

Ecologically Oriented Freeway Control Methods Integrated Speed Limits and Ramp Toll Booths Layout

Pengsen Yang, Minghui Ma, Chaoteng Wu

Sustainability，Vol. 160, No. 110

DOI

2024

车用燃料电池发动机用增湿器发展现状及趋势

张胜雷，李利斌，卫芃男，马明辉，郝冬

《汽车实用技术》

2024

燃料电池堆测试平台温控系统研究进展与趋势

刘轩，郝冬，马明辉，孙田，陈光

《汽车文摘》

2024

燃料电池汽车用离心式空压机发展现状及趋势

马明辉，李利斌，芦宇航，郝冬

《电池工业》

2024

某车型车门护板卡扣的特性获取和仿真研究

于保君，李赫，马明辉，肖永富

《计算机辅助工程》

2024

燃料电池发动机用空压机关键指标分析及试验研究

芦宇航，马明辉，郝冬，郭志军

《车用发动机》

2024

Research on the operation features and optimization methods of heat pumps coupled with mid-deep borehole heat exchangers: On-site measurements and comparative study

Chunlin Wang, Minghui Ma, Yang-Yang Su, Yan-Hui Wang, Yuan-Guo Wang, Yin Chen, Lei Fan, Chen-Kuen Peng, Jie-Wen Deng

Energy and Buildings

DOI

2024

Research on the natural circulation characteristic of deep borehole heat exchanger and the influences on the water circulation resistance

Jie-Wen Deng, Yan-Hui Wang, Yang-Yang Su, Yuan-Guo Wang, Yin Chen, Minghui Ma, Chen-Kuen Peng, Wanlong Cai, Ji Li, Qing-Peng Wei

Building Simulation

DOI

2024

Connected vehicles ecological driving based on deep reinforce learning: Application of Web 3.0 technologies in traffic optimization

Minghui Ma, Xu Han, Shidong Liang, Yansong Wang, Lan Jiang

Future Generation Computer Systems

DOI

2024

Improved Car-Following Model for Connected Vehicles on Curved Multi-Lane Road

Xu Han, Minghui Ma, Shidong Liang, Jufen Yang, Chaoteng Wu

World Electric Vehicle Journal

DOI

2023

振动对燃料电池扩散层液态水传输行为探究

焦道宽，郝冬，王晓兵，马明辉，张妍懿

《汽车工程》

2023

燃料电池系统用氢气喷射器发展现状及趋势研究

马明辉，郝冬，兰昊，李志孝，芦宇航

《汽车零部件》

2023

SAE J3121＿202202《氢燃料汽车碰撞试验实验室安全指南》标准解析

孙田，郝冬，陈光，马明辉

《标准化学报》

2023

氢燃料电池发动机性能评价方法

马明辉，王佳，兰昊，张妍懿，郝冬

《山东交通学院学报》

2023

Differential variable speed limit control strategy consider lane assignment at the freeway lane drop bottleneck

Zuan Jin, Minghui Ma, Shidong Liang, Hongguang Yao

Physica A Statistical Mechanics and its Applications

DOI

2023

A novel subjective evaluation method for the sound quality of high-speed train compartments

Binyan Zhu, Hui Guo, Lihui Zheng, Chao Yang, Minghui Ma, Zengzheng Wang, Yansong Wang, Liji Shen

Journal of Vibration and Control

DOI

2023

Dynamic areas strategy design for variable speed limiting at fixed freeway bottlenecks

Ruicheng Lu, Minghui Ma, Yansong Wang, Jiaxuan Lu, Shidong Liang

Physica A Statistical Mechanics and its Applications

DOI

2023

Modeling and stability analysis of car-following behavior for connected vehicles by considering driver characteristic

Wenjie Wang, Minghui Ma, Shidong Liang, Jiacheng Xiao, Naitong Yuan

Proceedings of the Institution of Mechanical Engineers Part D Journal of Automobile Engineering

DOI

2022

Improved Car-Following Model for Connected Vehicles Considering Backward-Looking Effect and Motion Information of Multiple Vehicles

Minghui Ma, Wenjie Wang, Shidong Liang, Jiacheng Xiao, Chaoteng Wu

Journal of Transportation Engineering Part A Systems

DOI

2022

Variable Speed Limit Strategy With Dynamic Control Cycle Based on Predictive Control

Ruicheng Lu, Minghui Ma, Shidong Liang

Transportation Research Record Journal of the Transportation Research Board

DOI

2022

Optimal control method of freeway based on tollbooths lane configuration and variable speed limit control

Naitong Yuan, Minghui Ma, Shidong Liang, Wenjie Wang, Hu Zhang

Physica A Statistical Mechanics and its Applications

DOI

2022

Density waves in an improved car-following model under intelligent transportation system environment

Wenjie Wang, Minghui Ma, Shidong Liang, Guangyi Ma, Yansong Wang

Modern Physics Letters B

DOI

2022

Variable Speed Limit Control with Dynamic Location of Message Signs for the Internet-of-Vehicles Environment

Jiajie Hou, Minghui Ma, Jiacheng Xiao

Transportation Research Record Journal of the Transportation Research Board

DOI

2022

An extended car-following model accounting for average optimal velocity difference and backward-looking effect based on the Internet of Vehicles environment

Minghui Ma, Jiacheng Xiao, Shidong Liang, Jiajie Hou

Modern Physics Letters B

DOI

2021

Correction to: The non-lane-discipline-based car-following model considering forward and backward vehicle information under connected environment

Jiacheng Xiao, Minghui Ma, Shidong Liang, Guangyi Ma

Nonlinear Dynamics

DOI

2021

The non-lane-discipline-based car-following model considering forward and backward vehicle information under connected environment

Jiacheng Xiao, Minghui Ma, Shidong Liang, Guangyi Ma

Nonlinear Dynamics

DOI

2021

Dynamic control cycle speed limit strategy for balanced reduction of travel time and emissions

Minghui Ma, Yaozong Zhang, Shidong Liang

Modern Physics Letters B

DOI

2021

Density waves in car-following model for autonomous vehicles with backward looking effect

Minghui Ma, Guangyi Ma, Shidong Liang

Applied Mathematical Modelling

DOI

2020

Dynamic Control Cycle Speed Limit Strategy for Improving Traffic Operation at Freeway Bottlenecks

Yaozong Zhang, Minghui Ma, Shidong Liang

KSCE Journal of Civil Engineering

DOI

2020

A Dynamic Competition Control Strategy for Freeway Merging Region Balancing Individual Behaviour and Traffic Efficiency

Minghui Ma, Shidong Liang, Hu Zhang

PROMET - Traffic&Transportation

DOI

2020

Nonlinear analysis of the car-following model considering headway changes with memory and backward looking effect

Guangyi Ma, Minghui Ma, Shidong Liang, Yansong Wang, Hui Guo

Physica A Statistical Mechanics and its Applications

DOI

2020

An improved car-following model accounting for the time-delayed velocity difference and backward looking effect

Guangyi Ma, Minghui Ma, Shidong Liang, Yansong Wang, Yaozong Zhang

Communications in Nonlinear Science and Numerical Simulation

DOI

2020

Sensitivity Analysis of Fleet Size for Dynamic Headway-Based Control Method Performance in terms of Passengers’ Experience

Shidong Liang, Hu Zhang, Minghui Ma, Shengxue He

Journal of Advanced Transportation

DOI

2020

A Prediction Model for Bus Arrival Time at Bus Stop Considering Signal Control and Surrounding Traffic Flow

Hu Zhang, Shidong Liang, Yin Han, Minghui Ma, Rongmeng Leng

IEEE Access

DOI

2020

Pre-Control Strategies for Downstream Bus Service Reliability With Traffic Signal

Hu Zhang, Shidong Liang, Yin Han, Minghui Ma, Rongmeng Leng

IEEE Access

DOI

2019

Coordinated control method to self-equalize bus headways: an analytical method

Shidong Liang, Minghui Ma, Shengxue He, Hu Zhang, Pengcheng Yuan

Transportmetrica B-Transport Dynamics，Vol. 7, No. 1

DOI

2019

Design of Short-Turning Service for a Bus Route with Hybrid Vehicle Type

Shidong Liang, Hu Zhang, Minghui Ma

Symmetry

DOI

2019

A Bidirectional Searching Strategy to Improve Data Quality Based on K-Nearest Neighbor Approach

Minghui Ma, Shidong Liang, Yifei Qin

Symmetry

DOI

2019

Influence of bus stop location on traffic flow

Shidong Liang, Minghui Ma, Shengxue He, Hu Zhang, Zhijiang Tang

Proceedings of the Institution of Civil Engineers - Municipal Engineer

DOI

2019

Multiobjective Optimal Formulations for Bus Fleet Size of Public Transit under Headway-Based Holding Control

Shidong Liang, Minghui Ma, Shengxue He

Journal of Advanced Transportation

DOI

2019

Short-Term Passenger Flow Prediction in Urban Public Transport: Kalman Filtering Combined K-Nearest Neighbor Approach

Shidong Liang, Minghui Ma, Shengxue He, Hu Zhang

IEEE Access

DOI

2018

基于隐式参数化模型的白车身轻量化设计

王登峰，蔡珂芳，马明辉，张帅

《汽车工程》

2018

于Fluent分析的节能车外形设计与优化

马明辉，靳红玲，石复习

《汽车实用技术》

2018

基于激光拼焊技术的汽车B柱结构优化设计

王登峰，蔡珂芳，张帅，马明辉

《北京理工大学学报》

2018

Analysis of Bus Bunching Impact on Car Delays at Signalized Intersections

Shidong Liang, Minghui Ma

KSCE Journal of Civil Engineering

DOI

2018

The impact of bus fleet size on performance of self-equalise bus headway control method

Shidong Liang, Minghui Ma, Shengxue He, Zhang Hu

Proceedings of the Institution of Civil Engineers - Municipal Engineer

DOI

2018

An optimization approach for freeway network coordinated traffic control and route guidance

Minghui Ma, Shidong Liang

PLoS ONE

DOI

2017

Short-term traffic flow prediction using a self-adaptive two-dimensional forecasting method

Minghui Ma, Shidong Liang, Hui Guo, Jufen Yang

Advances in Mechanical Engineering

DOI

2016

A self-adaptive method to equalize headways: Numerical analysis and comparison

Shidong Liang, Shuzhi Zhao, Chunxiu Lu, Minghui Ma

Transportation Research Part B-Methodological，Vol. 87

DOI

2016

An integrated control method based on the priority of ways in a freeway network

Minghui Ma, Shidong Liang

Transactions of the Institute of Measurement and Control

DOI

精选作品

期刊论文

A deep-learning framework for predicting building heat load with hyperparameter optimisation and physics-constrained post-processing

Mechanism-driven heat transfer enhancement in microchannels via central triangular rib-induced flow steering

A Hybrid Framework Integrating IDM-Based Dynamic Action Boundaries with Soft Actor-Critic

Entropic harmony: Graph-based multi-agent reinforcement learning with dynamic decay for mixed traffic in highway

Optimization of Signalized Intersections in Mixed Traffic: A Coordinated Platoon–Signal Control Method Considering the Backward-Looking Effect

载运工具用燃料电池空气压缩机技术综述

燃料电池发动机用增湿器参数敏感性试验研究

燃料电池汽车加氢机检定计量标准简要分析

燃料电池汽车用车载氢系统噪声特性试验研究

高原环境对车用燃料电池系统影响的试验研究

合金叶轮的冲蚀磨损研究进展

Research on Configuration Optimization and Control Methods for Mid-Deep Geothermal Heat Pumps Coupled with Air-Source Heat Pump Systems for Space Heating in Residential Buildings

How to make full use of heat storage characteristic of mid-deep borehole heat exchangers hybrid with heat pump storage systems: Field tests and simulation analysis

Analysis of load adaptability and dynamic thermal response in mid-deep geothermal heat pumps with various compressor types: An on-site measurement study

On-site measurements and study on cooling demand characteristics and operational performance of ice storage cooling systems in large-scale sports stadium

Vehicle following dynamics model for curves incorporating cross slope angle with applicability to straight and transition curve

Balancing traffic and charging efficiency for EVs in freeway bottlenecks: Charging (Low-SOC) or fast passage (High-SOC)

Eco-driving for CEVs in merging areas: a charging value-based wireless charging strategy

Platoon Control Method for Mixed Traffic Flow at Signalized Intersection Considering the Backward-Looking Effect

Coordination optimization of wireless charging and traffic efficiency in freeway Merging zones

Robust lane change decision for autonomous vehicles in mixed traffic: A safety-aware multi-agent adversarial reinforcement learning approach

Ecologically Oriented Freeway Control Methods Integrated Speed Limits and Ramp Toll Booths Layout

车用燃料电池发动机用增湿器发展现状及趋势

燃料电池堆测试平台温控系统研究进展与趋势

燃料电池汽车用离心式空压机发展现状及趋势

某车型车门护板卡扣的特性获取和仿真研究

燃料电池发动机用空压机关键指标分析及试验研究

Research on the operation features and optimization methods of heat pumps coupled with mid-deep borehole heat exchangers: On-site measurements and comparative study

Research on the natural circulation characteristic of deep borehole heat exchanger and the influences on the water circulation resistance

Connected vehicles ecological driving based on deep reinforce learning: Application of Web 3.0 technologies in traffic optimization

Improved Car-Following Model for Connected Vehicles on Curved Multi-Lane Road

振动对燃料电池扩散层液态水传输行为探究

燃料电池系统用氢气喷射器发展现状及趋势研究

SAE J3121＿202202《氢燃料汽车碰撞试验实验室安全指南》标准解析

氢燃料电池发动机性能评价方法

Differential variable speed limit control strategy consider lane assignment at the freeway lane drop bottleneck

A novel subjective evaluation method for the sound quality of high-speed train compartments

Dynamic areas strategy design for variable speed limiting at fixed freeway bottlenecks

Modeling and stability analysis of car-following behavior for connected vehicles by considering driver characteristic

Improved Car-Following Model for Connected Vehicles Considering Backward-Looking Effect and Motion Information of Multiple Vehicles

Variable Speed Limit Strategy With Dynamic Control Cycle Based on Predictive Control

Optimal control method of freeway based on tollbooths lane configuration and variable speed limit control

Density waves in an improved car-following model under intelligent transportation system environment

Variable Speed Limit Control with Dynamic Location of Message Signs for the Internet-of-Vehicles Environment

An extended car-following model accounting for average optimal velocity difference and backward-looking effect based on the Internet of Vehicles environment

Correction to: The non-lane-discipline-based car-following model considering forward and backward vehicle information under connected environment

The non-lane-discipline-based car-following model considering forward and backward vehicle information under connected environment

Dynamic control cycle speed limit strategy for balanced reduction of travel time and emissions

Density waves in car-following model for autonomous vehicles with backward looking effect

Dynamic Control Cycle Speed Limit Strategy for Improving Traffic Operation at Freeway Bottlenecks

A Dynamic Competition Control Strategy for Freeway Merging Region Balancing Individual Behaviour and Traffic Efficiency

Nonlinear analysis of the car-following model considering headway changes with memory and backward looking effect

An improved car-following model accounting for the time-delayed velocity difference and backward looking effect

Sensitivity Analysis of Fleet Size for Dynamic Headway-Based Control Method Performance in terms of Passengers’ Experience

A Prediction Model for Bus Arrival Time at Bus Stop Considering Signal Control and Surrounding Traffic Flow

Pre-Control Strategies for Downstream Bus Service Reliability With Traffic Signal

Coordinated control method to self-equalize bus headways: an analytical method

Design of Short-Turning Service for a Bus Route with Hybrid Vehicle Type

A Bidirectional Searching Strategy to Improve Data Quality Based on K-Nearest Neighbor Approach

Influence of bus stop location on traffic flow

Multiobjective Optimal Formulations for Bus Fleet Size of Public Transit under Headway-Based Holding Control

Short-Term Passenger Flow Prediction in Urban Public Transport: Kalman Filtering Combined K-Nearest Neighbor Approach

基于隐式参数化模型的白车身轻量化设计

于Fluent分析的节能车外形设计与优化

基于激光拼焊技术的汽车B柱结构优化设计

Analysis of Bus Bunching Impact on Car Delays at Signalized Intersections

The impact of bus fleet size on performance of self-equalise bus headway control method

An optimization approach for freeway network coordinated traffic control and route guidance

Short-term traffic flow prediction using a self-adaptive two-dimensional forecasting method

A self-adaptive method to equalize headways: Numerical analysis and comparison

An integrated control method based on the priority of ways in a freeway network

会议论文

某电动车顶盖横梁胶粘失效问题分析及优化

基于示范运行的燃料电池汽车及系统性能研究

基于Moldflow和Abaqus对保险杠有限元联合仿真分析

某电动车散热器支架振动强度分析及优化

车门限位器过档力分析及优化

预印本