未登录

马

马凡华 (Fanhua Ma)

Tsinghua University副研究员邮箱:mafh@tsinghua.edu.cn

H指数:30

被引数:2,679

个人简介

暂无内容

教育背景

1985.01 – 1997.12
西安交通大学学士、硕士、博士

工作经历

2002.12 – 至今
清华大学
副研究员
1999.08 – 2002.12
清华大学
讲师
1997.01 – 1999.12
北京理工大学
博士后

荣誉奖项

中重型燃气内燃机/汽车关键技术及应用（2021）｜北京市科学技术一等奖（排名第1）
中重型燃气内燃机关键技术及应用（2020）｜中国机械工业科学技术一等奖（排名第1）
掺氢燃料内燃机燃烧、排放基础研究（2011）｜北京市科学技术一等奖（排名第1）
单一燃料CNG/LNG电控系列发动机的研制及应用（2008）｜中国汽车工业科技进步奖二等奖（排名第9）
车用燃料电池发动机测试平台（2006）｜北京市科学技术奖二等奖（排名第5）
车用燃料电池发动机多功能测试平台及测试规范（2005）｜中国汽车工业科技进步奖二等奖（排名第5）
“突出贡献奖”（2010.10）｜中国内燃机学会
“十二五”机械工业先进科技工作者（2016.10）｜中国机械工业联合会

Experimental investigation of emissions and machine learning–based prediction of exhaust temperature and heat rate in a hydrogen-enriched heavy-duty internal combustion engine

富氢重型内燃机排放物及排气温度和热耗率的实验研究及基于机器学习的预测

IF7.5

2026-10-220

PRE

Exhaust heat recovery improvement by organic Rankine cycle with steam methane reforming process and prediction of the hydrogen production rate by decision tree regression models

通过有机朗肯循环与蒸汽甲烷重整工艺提升余热回收效率，并利用决策树回归模型预测氢气产量

International Journal of Hydrogen Energy

IF8.3

2026-08-010

PRE

Greenhouse Gas and CO2-Equivalent Emissions Analysis of SI Engine Fueled by Hydrogen-Enriched Compressed Natural Gas (HCNG)

氢气增混压缩天然气（HCNG）点燃式发动机的温室气体和二氧化碳当量排放分析

IF3.2

2026-04-290

OA

Experimental insights into cyclic variation of hydrogen-enriched compressed natural gas engines with a regression-based prediction model

International Journal of Hydrogen Energy

IF8.3

2026-01-210

PRE

Experimental and predictive advancements in hydrogen enriched compressed natural gas spark ignition engines: a critical review

富氢压缩天然气火花点火发动机的实验与预测性进展：一项批判性综述

IF7.5

2025-11-130

PRE

Effect of NH3 and product NO on the oxidation of C7H16 under CO2/O2 atmosphere: quantum chemistry and SVUV-PIMS experiment

NH3和产物NO在CO2/O2气氛下对C7H16氧化的影响：量子化学和SVUV-PIMS实验

IF7.5

2025-10-150

PRE

Experimental and predictive analysis of performance, emission, and combustion of a heavy-duty HCNG fueled spark-ignition engine by optimized support vector machine

通过优化支持向量机对重型HCNG燃料火花点火发动机的性能、排放和燃烧的实验与预测分析

IF9.4

2025-08-210

PRE

Experimental investigation of abnormal combustion in hydrogen-enriched CNG spark ignition engines

富氢压缩天然气火花点火发动机异常燃烧的实验研究

Applied Thermal Engineering

IF6.9

2025-08-110

PRE

Descriptive statistical analysis of cyclic combustion variability and performance metrics in a hydrogen-enriched CNG spark-ignition engine at low speed

氢气富化CNG火花点火发动机低速下循环燃烧变异性和性能指标的描述性统计分析

IF9.4

2025-07-010

PRE

Impact of combustion chamber wall temperature on knock in HCNG-fueled SI engines: A regression-based knock intensity correlation

APPLIED THERMAL ENGINEERING

IF6.9

2025-06-150

PRE

Effect of exhaust gas recirculation on knock of HCNG fueled spark ignition engine and prediction of knock intensity by improved particle swarm optimization-back propagation neural network

APPLIED THERMAL ENGINEERING

IF6.9

2025-04-012

PRE

Machine learning-enhanced combustion modeling for predicting laminar burning velocity of ammonia-hydrogen mixtures using improved reaction mechanisms

基于改进反应机理、利用机器学习增强的燃烧建模预测氨-氢混合物的层流燃烧速度

IF9.4

2025-02-010

PRE

Hydrogen production techniques and use of hydrogen in internal combustion engine: A comprehensive review

制氢技术和氢在内燃机中的使用: 综合评述

IF7.5

2024-12-012

PRE

An experimental study of knock analysis of HCNG fueled SI engine by different methods and prediction of knock intensity by particle swarm optimization-support vector machine

IF9.4

2024-11-010

PRE

Simulation of pre-cooling in a high pressure hydrogen refueling station for operation optimization

INTERNATIONAL JOURNAL OF HYDROGEN ENERGY

IF8.3

2024-10-011

PRE

Comparative knock analysis of HCNG fueled spark ignition engine using different heat transfer models and prediction of knock intensity by artificial neural network fitting tool

IF9.4

2024-09-012

PRE

Performance, emissions and combustion analysis of hydrogen-enriched compressed natural gas spark ignition engine by optimized Gaussian process regression and neural network at low speed on different loads

IF9.4

2024-09-013

PRE

Optimizing heat transfer predictions in HCNG engines: A novel model validation and comparative study via quasi-dimensional combustion modeling and artificial neural networks

INTERNATIONAL JOURNAL OF HYDROGEN ENERGY

IF8.3

2024-09-011

PRE

Comparative analysis of different heat transfer models, energy and exergy analysis for hydrogen-enriched internal combustion engine under different operation conditions

不同工况下富氢内燃机不同传热模型对比分析及能量分析

APPLIED THERMAL ENGINEERING

IF6.9

2024-06-0111

PRE

Comparative study of NH3 and H2 impacts on combustion and emission characteristics of n-Hexadecane under different flame conditions

INTERNATIONAL JOURNAL OF HYDROGEN ENERGY

IF8.3

2024-01-016

PRE