【概况】

天津大学先进内燃动力全国重点实验室，天津大学国家储能平台，英才副教授（特聘研究员），科创导师。入选天津大学“北洋学者英才计划”。主要研究方向包括：燃烧的光学诊断技术、机器学习技术的运用与研究和低/零碳能源系统。浙江大学学报（工学版）青年编委，北京能源与环境学会理事，天津市科学传播学会理事，2020、2021年中国工程热物理燃烧年会程序委员会委员，Scientific Reports、Renewable& Sustainable Energy青年编委。担任CNF、Fuel等国际顶级期刊和会议审稿人。共发表SCI论文40篇余篇，多篇论文发表于CNF、PCI、OL和OLEN等顶级期刊，主编教材《储能原理与技术》。先后作为负责人承担国家基金委青年基金，国家重点研发计划子课题和博后基金，参与国家基金委重点项目，科技部政府间合作项目等10余项目，2025年中国工程热物理学会自然科学二等奖，排名第1。

【教育背景】

2011--2015，巴黎第六大学 (现索邦大学)（博士） 2008--2011，中国科学院广州能源研究所（硕士）

【学术经历】

2024.1--至今 178直播体育足球 英才副教授 2018.10--2023.12 178直播体育足球 副教授 2016.1--2018.1 上海交通大学机械与动力工程学院 博士后

【讲授课程】

主讲本科：燃烧理论；储能原理； 主讲研究生：高等燃烧学；高等储能原理。

【教学成果】

2025年中国机械工程学会 第二届中国机械行业产教融合教育教学创新大赛二等奖 排名第1 国家一流本科课程、天津市一流本科课程、 天津大学本科实践教学优秀示范案例等。 国家级教改项目“中国高等教育学会科学研究规划课题”骨干成员。 校级教改项目“天津大学人才培养综合改革专项”、“178直播体育足球实践教学基地建设”、“天津大学人工智能赋能教育课程”负责人。

【研究方向】

1、燃烧及其光学诊断技术 2、机器学习在燃烧中运用 3、SOFC/SOEC及其低/零碳能源系统

【学术兼职】

浙江大学学报（工学版）青年编委 北京能源与环境学会理事 天津市科学传播学会理事 Scientific Reports、Renewable& Sustainable Energy青年编委

【科研项目及成果】

1， 2025-2027 可再生低/零碳燃料制备和缸内燃烧特性研究，横向项目 210万 2， 2023-2026 含氢燃料燃气涡轮发电技术研究，国家重点研发计划子课题 60万 3， 2023-2024 微重力条件下碳烟的光学测试技术开发，重点研发计划外协横向课题 20万 4， 2022-2024拉曼光谱应力测试方法研究，横向项目 16万 5， 2018-2020 基于调制辐射消光法的高背压火焰中碳烟含量与温度场同时测量，国家自然科学基金青年科学基金项目 24万 6， 2025年中国工程热物理学会自然科学二等奖，排名第1

【代表性论著】

A study of hybrid physics-informed neural networks models of one-dimensional ethylene premixed sooting flame，Combustion and Flame，290 (2026) 115048，Qianlong Wang*, Xingzhi Yin, Guansen Liao, Guillaume legros，Linghui Zhang, Haifeng Liu Optical“Fire extinguisher”，APL Photonics，11（2026）066113，Zilin Deng，Shuyi Huang，Sicheng Long，Yuting Zhang，yufeng Wang，Haofeng Ding，Yifan Tang，Zibang Zhang，Qianlong Wang*，Jinggang Zhong A novel single-pixel imaging method for two-dimensional soot volume fraction measurements in axisymmetric flames， Combustion and flame 272(2025）113902, Qianlong Wang*, Siming Xiong , Zilin Deng , Guillaume legros ,Haifeng Liu*, Zibang Zhang* Seeing through fire with one pixel，Optics and Lasers in Engineering， 183（2024）108540 , Deng Zilin，Zhang Zibang，Xiong Siming，Wang Qianlong*， Three-dimensional particulate volume fraction reconstruction in the fluid based on the Lambert–Beer physics information neural network, Physics of Fluids 36 （10）(2024)10333，Qianlong Wang* and Yingyu Qian， Soot temperature and volume fraction field predictions via line-of-sight soot integral radiation equation informed neural networks in laminar sooting flames，Physics of Fluids, 36 （12）(2024)，Qianlong Wang*, Mingxue Gong, Alexis Matynia, Linghui Zhang，Yingyu Qian，Chao Dang*， Simultaneous soot parameters fields predictions accuracy improvements in laminar sooting flames from soot radiation measurements - a multi-task learning approach，Measurement, 238（2024）115390, Wang Qianlong*，LiTing，Gong Mingxue，Kashif Muhammad，Wu Yi. Development of compact-modulated absorption/emission technique towards micro-gravity sooting flame measurements, Experimental Thermal and Fluid Science，156（2024）111212. Qianlong Wang, Zhen Li, Xiaoqing You, Haifeng Liu, Mingfa Yao, Wu Yi*, BPNN model based AI for the estimation of soot data from flame luminosity emissions in H 2 / N 2 diluted ethylene laminar diffusion flames，Experimental Thermal and Fluid Science，151（2024）111072，Liu Jia，Kashif Muhammad，Wang Qianlong*，Li Ting， LiuHaifeng，Yao Mingfa 王潜龙，张益铭，钱滢宇，王灏森，郭明昊，黄长武，王冉，武毅*，基于数据驱动模型的低温域下GAP基固体推进剂动态压缩力学行为预测《推进技术》2024， The effect of ammonia on soot formation in ethylene diffusion flames SCIENCE CHINA Technological Sciences 66 (2023)3422-3438. Qianlong Wang*, Zhiwen Yan, Chaomin Li, Yanqing Cui, Mingsheng Wen, Haifeng Liu, Mingfa Yao. Combustion characteristics of skeleton polymer reinforced paraffin-wax fuel grain for applications in hybrid rocket motors，Combustion and Flame 241 (2022) 112055 Yi Wu，Zixiang Zhang,Qianlong Wang∗, Ningfei Wang. Predicting simultaneously fields of soot temperature and volume fraction in laminar sooting flames from soot radiation measurements - a convolutional neural networks approach, Optics Express, Yi Wu, Zhen Li, Qianlong Wang*, Chaomin Li, Zhiwen Yan, 2022 (30) 21230. Combustion characteristics of skeleton polymer reinforced paraffin-wax fuel grain for applications in hybrid rocket motors, Combustion and Flame, Yi Wu, Zixiang Zhang, Junjie Wen , Qianlong Wang*, 2022 (241) 112055. Simultaneous soot multi-parameter fields predictions in laminar sooting flames from neural network-based flame luminosity measurement Ι: Methodology, Optics Letters, Qianlong Wang, Z. Li, Z. Sun, H. Liu, M.Yao, W. Cai*, 2021 (46) 3869. Experimental assessment of the sudden-reversal of the oxygen dilution effect on soot production in coflow ethylene flames II: flame radiation and transition analysis, Journal of Quantitative Spectroscopy & Radiative Transfer 2020 (255) 107261. Qianlong Wang*, J.-L. Consalvi, C. Morin, G. Legros, F. Liu. A machine learning approach assisting soot radiation-based thermometry to recover complete flame temperature field in a laminar flame, Applied physics B: Laser and optics, 2021 (36) 127, Qianlong Wang, Z. Li, H. Liu, T. Ren* Machine learning-assisted soot temperature and volume fraction fields predictions in the ethylene laminar diffusion flames, Optics Express, 2021 (29) 1678-1693. T. Ren, Z. Li, Qianlong Wang*, H. Liu Development of the ignition delay prediction model of n-butane/hydrogen mixture based on artificial neural network, Energy and AI, 2020 (2) 100033. Y. Cui, Qianlong Wang*, H. Liu*, Z. Zheng, H. wang, M. Yao. Study of UV Rayleigh Scattering thermometry for flame temperature field measurement, Journal of the Optical Society of America: B: 2019 (36) (10), 2843-2849, Qianlong Wang, Liqiao Jiang ,Weiwei Cai, Yi Wu*. Optical measurements of temperature fields in sooting flames: influence of soot self-absorption, Applied Physics B: Laser and optics, 2019 (63) 125, Qianlong Wang*, G. Legros , C. Morin, M. Yao, W. Cai, L. Jiang, Quantitative gaseous temperature and mole concentration measurements in spray generated mixture by P-xylene-PLIF imaging, Combustion science and technology, 2018, 190,(6) 949-966 .Qianlong Wang, Y. Zhang*, L. Jiang, D. Zhao Experimental assessment of the sudden-reversal of the oxygen dilution effect on soot production in coflow ethylene flamesCombustion and Flame, 2017, 183: 242-252. Qianlong Wang∗, Guillaume Legros,Jérôme Bonnety, Céline Morin, Fengshan Liu Experimental characterization of the different nitrogen dilution effects on soot formation in ethylene diffusion flame Proceedings of the Combustion Institute, 2017, 36 (2): 3227-3235. Qianlong Wang∗, G. Legros ,B. Jérôme, C. Morin Predicting fluorescence quantum yield for anisole at elevated temperatures and pressures Applied Physics B: Laser and optics, 2017,123: 199-213.Qianlong Wang∗, K.H. Tran , C. Morin , G. Legros , P. Guibert Fluorescence and absorption characteristics of p-xylene: applicability for temperature measurements Applied Physics B: Laser and optics, 2017, 123 (9): 242. Qianlong Wang, Y. Zhang*, L. Jiang, D. Zhao, P. Guibert , Shunhua Yang