• 焦魁

    职称:讲席教授 博士生导师 国家级领军人才

    邮箱:kjiao@tju.edu.cn

    专业:动力机械及工程、储能科学与工程

    办公地址:天津市津南区雅观路135号天津大学34教热动力大楼

个人简介 教育教学 科学研究

【概况】

【教育背景】

2007年-2011年,加拿大滑铁卢大学,机械工程系,博士 2005年-2007年,加拿大温莎大学,机械工程系,硕士 2001年-2005年,加拿大温莎大学,机械工程系,本科

【学术经历】

2011年-至今,天津大学,先进内燃动力全国重点实验室,教授、讲席教授

【讲授课程】

燃料电池科学与技术(本科)、燃料电池技术(研究生)、能源与人工智能(本科)、燃气叶轮机械原理(本科)、英文科技论文写作(博士)

【教学成果】

指导学生获得香江学者计划(2人次)、博士后创新人才支持计划(2人次)、青年人才托举工程(2人次)、宝钢优秀学生特等奖(2人次)、中国汽车工程学会优博论文(2人次)、中国内燃机学会优博论文、大学生挑战杯竞赛全国二等奖、三等奖及天津市特等奖、研究生国家奖学金(10余人次)、天津大学学生科学奖等人才计划、优秀论文或竞赛奖励30余次,指导学生获得世界汽车工程师(SAE)年会、国际绿色能源会议、世界内燃机大会、世界燃料电池大会等会议最佳论文奖等国际奖励10余次。

【研究方向】

燃料电池、电解池、锂电池、温差发电器、内燃机、燃气轮机等装置中能量存储、转换、利用等问题

【学术兼职】

英国皇家化学学会会士(FRSC)和工程技术学会会士(FIET),中国内燃机学会会士与储能技术分会主任委员,国际绿色能源协会(International Association for Green Energy)储能分会主席,国际期刊Energy and AI创刊副主编,International Journal of Green Energy副主编,IEEE Transactions on Transportation Electrification, eTransportation, Applied Energy等期刊编委。

【科研项目及成果】

1.科技部,质子交换膜燃料电池电堆单元伏安性能设计仿真软件研发,国家重点研发计划项目,2023YFB4005800,2023-12至2026-11,主持 2.国家自然科学基金委员会,国家杰出青年科学基金,52225604,燃料电池水热管理,2023-01至2027-12,主持 3.国家自然科学基金委员会,面上项目,52176196,基于多尺度模型与人工智能结合的车载燃料电池“白箱化”研究,2022-01至2025-12,主持 4.国家自然科学基金委员会,国际(地区)合作与交流项目,51920105010,极板-电极一体化质子交换膜燃料电池多场耦合传输机理研究,2020-01至2024-12,参与 5.国家自然科学基金委员会,创新研究群体项目,51921004,移动动力装置高效低碳清洁利用的工程热物理问题,2020-01至2024-12,参与 6.国家自然科学基金委员会,国际(地区)合作与交流项目,51881330157,绿色交通发展与变革,2018-07至2018-12,主持 7.国家自然科学基金委员会,国际(地区)合作与交流项目,51861130359,高性能质子交换膜燃料电池电极内多相传热传质研究,2018-03至2021-02,主持 8.科技部,电堆性能预测模型及设计通用软件开发研究,国家重点研发计划项目子课题,2017YFB0102703,2017-07至2021-06,主持 9. 吉林省科学技术厅、长春市科学技术局,吉林省长春市重大科技专项课题,燃料电池宏观性能仿真与关键技术研究,20230301017ZD,2023-10至2026-08,主持 10.天津市科学技术委员会,电化学能量转换中的热物理问题,天津市杰出青年基金,18JCJQJC46700,2018-10至2022-09,主持 11.广州汽车集团股份有限公司,燃料电池全耦合多维仿真,企业横向项目,2022GKF-0855,2022-12至2023-10,主持 12.中国汽车技术研究中心有限公司,弱监督与自学习方法及系统验证—燃料电池模型开发及优化服务,企业横向项目,2022GFW-0699,2022-10至2023-12,主持 13.北京亿华通科技股份有限公司,质子交换膜燃料电池双极板设计及仿真,企业横向项目,2022GFW-0648,2022-10至2023-12,主持 14.上海氢晨新能源科技有限公司,质子交换膜燃料电池多孔电极格子玻尔兹曼-孔尺度模型,企业横向项目,2022GKF-0345,2022-06至2024-01,主持 15.东风汽车集团股份有限公司,大功率电堆水热管理仿真与可视化系统开发项目,企业横向项目,2022GKF-0318,2022-06至2023-06,主持 16.中国汽车技术研究中心有限公司,燃料电池半经验半机理仿真模型开发,企业横向项目,2021GFW-0724,2021-11至2022-01,主持 17.中国船舶重工集团公司第七一二研究所,PEM燃料电池电堆水热管理研究,2021GFW-0368,2021-06至 2021-08,主持 18.未势能源科技有限公司,质子交换膜燃料电池电堆低温自启动仿真技术开发,企业横向项目,2021GKF-0439,2021-07 至 2022-07,主持 19.中汽数据有限公司,燃料电池机理仿真模型标识应用技术服务,企业横向项目,2021GKF-0230,2021-04至2021-12 20.上海捷氢科技有限公司,全尺寸单池性能仿真模型开发,企业横向项目,2020GFW-0694,2020-09至 2021-09,主持 21.中国第一汽车股份有限公司,高比功率燃料电池发动机研发项目燃料电池双极板设计与短堆验证,企业横向项目,2019GKF-0648,2019-10至2020-12,主持 22.博世(中国)投资有限公司,质子交换膜燃料电池数值模拟,企业横向项目,2019GKF-0597,2019-10 至 2022-09,主持

【代表性论著】

有限公司,高比功率燃料电池发动机研发项目燃料电池双极板设计与短堆验证,企业横向项目,2019GKF-0648,2019-10至2020-12,主持 22.博世(中国)投资有限公司,质子交换膜燃料电池数值模拟,企业横向项目,2019GKF-0597,2019-10 学术论文: 1.K Jiao*, J Xuan, Q Du, Z Bao, B Xie, B Wang, Y Zhao, L Fan, H Wang, Z Hou*, S Huo, Nigel P. Brandon, Y Yin, Michael D. Guiver*. Designing the next generation of proton-exchange membrane fuel cells. Nature 595, 361-369 (2021). 2.D Jin*, K Jiao*. Charging Infrastructure Intellectualization and Future of Different Automotive Powertrains. Joule 4, 1626–1636 (2020). 3.C Tongsh, S Wu, K Jiao*, W Huo, Q Du, Jae Wan Park, J Xuan, H Wang, Nigel P. Brandon, Michael D. Guiver *. Fuel cell stack redesign and component integration radically increase power density. Joule 8, 1, 175-192 (2023). 4.W Huo, L Fan, Y Xu, M Benbouzid, W Xu, F Gao*, W Li, N Shan, B Xie, H Huang, B Liu, Y Amirat, C Fang, X Li, Q Gan, F Li*, K Jiao*. Digitally-assisted structure design of a large-size proton exchange membrane fuel cell. Energy & Environmental Science. DOI: 10.1039/d4ee04713c (2024). 5.G Zhang, Z Qu*, W Tao, X Wang, L Wu, S Wu, X Xie, C Tongsh, W Huo, Z Bao, K Jiao*, Y Wang*. Porous Flow Field for Next-Generation Proton Exchange Membrane Fuel Cells: Materials, Characterization, Design, and Challenges. Chemical Reviews 123, 989-1039 (2020). 6. D Guan, B Wang, J Zhang, R Shi, K Jiao*, L Li, Y Wang, B Xie, Q Zhang, J Yu, Y Zhu, Z Shao*, M Ni*. Hydrogen society: From present to future. Energy & Environmental Science 16, 4926-4943 (2023). 7.L Fan, H Deng, Y Zhang, Q Du, Dennis Y. C. Leung, Y Wang, K Jiao*. Towards ultralow platinum loading proton exchange membrane fuel cells. Energy & Environmental Science 16, 1466-1479 (2023). 8.Z Niu, Valerie J. Pinfield, B Wu, H Wang, K Jiao*, Dennis Y.C. Leung*, J Xuan*. Towards the digitalization of porous energy materials: evolution of digital approaches for microstructural design. Energy & Environmental Science 14, 2549-2576 (2021). 9.Y Luo, K Jiao*. Cold start of proton exchange membrane fuel cell. Progress in Energy and Combustion Science 64, 29-61 (2018). 10.K Jiao, X Li*. Water transport in polymer electrolyte membrane fuel cells. Progress in Energy and Combustion Science 37, 221-291 (2011). 11.Y Wang, C Wu, S Zhao, Z Guo, M Han, T Zhao, B Zu, Q Du*, M Ni*, K Jiao*. Boosting the performance and durability of heterogeneous electrodes for solid oxide electrochemical cells utilizing a data-driven powder-to-power framework. Science Bulletin 68, 516-527 (2023). 12.Z Bao, B Xie, W Li, S Zhong, L Fan, C Tongsh, F Gao*, Q Du, Mohamed Benbouzid, K Jiao*. High-consistency proton exchange membrane fuel cells enabled by oxygen-electron mixed-pathway electrodes via digitalization design. Science Bulletin 68, 266-275 (2023). 13.Y Wang, S Zhao, Z Guo, Q Fu, Q Du*, M Ni*, K Jiao*. Cross-scale transient analysis and optimization of electrode morphology evolution in direct-ammonia solid oxide fuel cells. Energy Conversion and Management 318, 118864 (2024). 14.J Wang, L Fan, L Li, Q Du*, K Jiao*. Ice Nucleation Mechanisms on Platinum Surfaces in PEM Fuel Cells: Effects of Surface Morphology and Wettability. Advanced Science 11 (38), 2406861 (2024). 15.J Liang, L Fan*, Q Du, Y Yin, K Jiao*. Ice Formation during PEM Fuel Cell Cold Start: Acceptable or Not? Advanced Science 10, 24, 2302151 (2023). 16.W Li, Z Bao, Q Gao, Q Du*, K Jiao*. Investigation of novel pulse preheating strategies for lithium-ion batteries at subzero temperature based on a multi-level CFD platform. eTransportation 19, 100307 (2024). 17.W Li, Z Bao, Q Gao, J Wang, Q Du*, K Jiao*. Insights into lithium plating characteristics enable plating-free heating strategy for bidirectional pulse utilizing a refined physics-based model. International Journal of Heat and Mass Transfer 238, 126440 (2024). 18.H Tao, K Yang, B Wang, B Hou, K Wu, Z Qin, B Luo, J Kang, Q Du, K Jiao*. Numerical study of gas crossover effect on hydrogen-oxygen proton exchange membrane fuel cell. International Journal of Heat and Mass Transfer 234, 126060 (2024). 19.Y Liu, Z Bao*, J Chen, F Lv, K Jiao*. Design of a partially narrowed flow channel with a sub-distribution zone for the water management of large-size proton exchange membrane fuel cells. Energy 310, 133292 (2024). 20.L Fan, R Zuo, Y Zhou, A Ran, X Li, Q Du, K Jiao*. Deep-learning-assisted insights into molecular transport in heterogeneous electrolyte films on electrodes. Cell Reports Physical Science 5, 9 (2024). 21.W Huo, B Liu, W Xu, B Xie, L Fan*, M Benbouzid, Y Xu, T Ding, C Fang, F Gao, Y Amirat, F Li*, K Jiao*. International Journal of Heat and Mass Transfer 230, 125780 (2024). 22.Z Gong, B Wang*, M Benbouzid, B Li, Y Xu, K Yang, Z Bao, Y Amirat, F Gao*, K Jiao*. Cross-domain diagnosis for polymer electrolyte membrane fuel cell based on digital twins and transfer learning network. Energy and AI 17, 100412 (2024). 23.Y Zhou, L Fan*, J Wang, Q Du, K Jiao*. Revealing local oxygen transport in ionomer films on multidimensional nanoscale catalysts in fuel cells. Journal of Materials Chemistry A. DOI: 10.1039/d4ta01633e (2024). 24.L Wu, G Zhang*, X Shi, Z Pan, B Xie, W Huo, K Jiao*, L An*. All-scale investigation of a commercial proton exchange membrane fuel cell with partially narrow channels. Journal of Power Sources 589, 233779 (2024). 25.Z Wang, K Chen, J Han, X Zhang, B Wang, Q Du, K Jiao*. Anion exchange membranes for fuel cells: equilibrium water content and conductivity characterization. Advanced Functional Materials 33, 40, 2303857 (2023). 26.Z Gong, B Wang, Y Xing, Y Xu, Z Qin, Y Chen, F Zhang, F Gao, B Li*, Y Yin, Q Du, K Jiao*. High-precision and efficiency diagnosis for polymer electrolyte membrane fuel cell based on physical mechanism and deep learning. eTransportation 18, 100275 (2023). 27.B Xie, H Zhang, W Huo, R Wang, Y Zhu, L Wu, G Zhang*, M Ni*, K Jiao*. Large-scale three-dimensional simulation of proton exchange membrane fuel cell considering detailed water transition mechanism. Applied Energy 331, 120469 (2023). 28.G Zhang, L Wu, C Tongsh, Z Qu*, S Wu, B Xie, W Huo, Q Du, H Wang, L An, N Wang, J Xuan, W Chen*, F Xi, Z Wang, K Jiao*. Structure Design for Ultrahigh Power Density Proton Exchange Membrane Fuel Cell. Small Methods 7, 3, 2201537 (2023). 29.L Wu, G Zhang*, B Xie, W Huo, K Jiao*, L An*. Elucidating the automobile proton exchange membrane fuel cell of innovative double-cell structure by full-morphology simulation. International Journal of Heat and Mass Transfer 217, 124666 (2023). 30.W Huo, P Wu, B Xie, Q Du, J Liang, Z Qin, G Zhang, I Sarani, W Xu, B Liu, B Wang, Y Yin, J Lin, K Jiao*. Elucidating non-uniform assembling effect in large-scale PEM fuel cell by coupling mechanics and performance models. Energy Conversion and Management 277, 116668 (2023). 31.X Zhang, B Wang*, Y Xu, L Wu, F Zhang, S He, X Zhang*, K Jiao*. Effects of different loading strategies on the dynamic response and multi-physics fields distribution of PEMEC stack. Fuel 332, 126090 (2023). 32.F Zhang, B Wang, Z Gong, X Zhang, Z Qin, K Jiao*. Development of photovoltaic-electrolyzer-fuel cell system for hydrogen production and power generation. Energy 263, 125566 (2023). 33.W Li, Q Du*, G Guo, C Wu, K Jiao*. Enhanced electrochemical and thermal behavior of lithium-ion batteries with ultrathick electrodes via oriented pores. Applied Thermal Engineering 228, 120555 (2023). 34.B Wang, M Ni*, S Zhang, Z Liu, S Jiang, L Zhang, F Zhou*, K Jiao*. Two-phase analytical modeling and intelligence parameter estimation of proton exchange membrane electrolyzer for hydrogen production. Renewable Energy 211, 202-213 (2023). 35.B Wang, M Ni, K Jiao*. Green ammonia as a fuel. Science Bulletin 67, 1530-1534 (2022). 36.C Wu, Y Wang, Y Hou, X Li, Z Peng, Q Du*, M Ni*, K Jiao*. Reconstruction and optimization of LSCF cathode microstructure based on Kinetic Monte Carlo method and Lattice Boltzmann method. Chemical Engineering Journal 436, 132144 (2022). 37.J Wang, B Wang, C Tongsh, T Miao, P Cheng, Z Wang, Q Du, K Jiao*. Combining proton and anion exchange membrane fuel cells for enhancing the overall performance and self-humidification. Chemical Engineering Journal 428, 131696 (2022). 38.W Li, Z Bao, Q Du*, Y Xu, K Jiao*. Open-Source CFD Elucidating Mechanism of 3D Pillar Electrode in Improving All-Solid-State Battery Performance. Advanced Science 9, 2105454 (2022). 39.J Liang, L Fan, T Miao, X Xie, Z Wang, X Chen, Z Gong, H Zhai, K Jiao*. Cold start mode classification based on the water state for proton exchange membrane fuel cells. Journal of Materials Chemistry A 10, 20254-20264 (2022). 40.Z Qin, W Huo, Z Bao, C Tongsh, B Wang, Q Du*, K Jiao*. Alternating Flow Field Design Improves the Performance of Proton Exchange Membrane Fuel Cells. Advanced Science 10, 2205305 (2022). 41.Y Wang, C Wu, S Zhao, Z Guo, B Zu, M Han, Q Du*, M Ni*, K Jiao*. Assessing performance degradation induced by thermal cycling in solid oxide cells. Energy Conversion and Management 270, 116239 (2022). 42.B Xie, M Ni, G Zhang, X Sheng, H Tang, Y Xu, G Zhai, K Jiao*. Validation methodology for PEM fuel cell three-dimensional simulation. International Journal of Heat and Mass Transfer 189, 122705 (2022). 43.Z Gong, B Wang, K Wu, T Miao, K Yang, S Zhai, R Ma, F Gao, K Jiao*. A 1+1-D Multiphase Proton Exchange Membrane Fuel Cell Model for Real-Time Simulation. IEEE Transactions on Transportation Electrification 8, 2928-2944 (2022). 44.X Li, Y Hou, C Wu, Q Du, K Jiao*. Interlink among catalyst loading, transport and performance of proton exchange membrane fuel cells: a pore-scale study. Nanoscale Horizons 7, 255-266 (2022). 45.Z Gong, B Wang, Y Xu, M Ni, Q Gao, Z Hou, J Cai, X Gu, X Yuan, K Jiao*. Adaptive optimization strategy of air supply for automotive polymer electrolyte membrane fuel cell in life cycle, Applied Energy 325, 119839 (2022). 46.L Fan, Y Wang*, K Jiao*. Enhancing oxygen transport in the ionomer film on platinum catalyst using ionic liquid additives. Fundamental Research 2, 230-236 (2022). 47.Y Zhang, L Fan, J Wang, H Deng, W Shi, Q Du, Z Hou, K Jiao*. Enhanced oxygen transport in ionomer films on platinum electrodes via a local electric field. Journal of Materials Chemistry A 10, 21102-21111 (2022). 48.Y Wang, C Wu, S Zhao, J Wang, B Zu, M Han, Q Du*, M Ni*, K Jiao*. Coupling deep learning and multi-objective genetic algorithms to achieve high performance and durability of direct internal reforming solid oxide fuel cell. Applied Energy 315, 119046 (2022). 49.Z Bao, Y Li, X Zhou, F Gao, Q Du∗, K Jiao*. Transport properties of gas diffusion layer of proton exchange membrane fuel cells: Effects of compression. International Journal of Heat and Mass Transfer 178, 121608 (2021). 50.C Cheng, Z Yang, Z Liu, C Tongsh, G Zhang, B Xie, S He, K Jiao*. Numerical investigation on the feasibility of metal foam as flow field in alkaline anion exchange membrane fuel cell. Applied Energy 302, 117555 (2021). 51.Y Hou, Sebastian Prass, X Li, Q Du*, K Jiao*, Nada Zamel*. Pore-scale modeling of anode catalyst layer tolerance upon hydrogen sulfide exposure in PEMFC. Electrocatalysis 12(4), 403-414 (2021). 52.L Fan, Y Wang*, K Jiao*. Oxygen transport routes in ionomer film on polyhedral platinum nanoparticles. ACS Nano 14, 17487-17495 (2020). 53.B Xie, G Zhang, Y Jiang, R Wang, X Sheng, F Xi, Z Zhao, W Chen, Y Zhu, Y Wang, H Wang, K Jiao*. “3D+1D” modeling approach toward large-scale PEM fuel cell simulation and partitioned optimization study on flow field. eTransportation 6, 100090 (2020). 54.B Wang, G Zhang, H Wang, J Xuan*, K Jiao*. Multi-physics-resolved digital twin of proton exchange membrane fuel cells with a data-driven surrogate model. Energy and AI 1, 100004 (2020). 55.Y Wang, Y Du, M Ni, R Zhan, Qing Du*, K Jiao*. Three-dimensional modeling of flow field optimization for co-electrolysis solid oxide electrolysis cell. Applied Thermal Engineering 172, 114959 (2020). 56.Z Yang, Qing Du*, Z Jia, C Yang, J Xuan, K Jiao*. A comprehensive proton exchange membrane fuel cell system model integrating various auxiliary subsystems. Applied Energy 256, 113959 (2019). 57.Z Bao, Z Niu, K Jiao*. Analysis of single-and two-phase flow characteristics of 3-D fine mesh flow field of proton exchange membrane fuel cells. Journal of Power Sources 438, 226995 (2019). 58.S Huo, Nathanial James Cooper, Travis Lee Smith, Jae Wan Park*, K Jiao*. Experimental investigation on PEM fuel cell cold start behavior containing porous metal foam as cathode flow distributor. Applied Energy 203, 101-114 (2017). 59.Z Niu, H Diao, S Yu, K Jiao*, Q Du, G Shu. Investigation and design optimization of exhaust-based thermoelectric generator system for internal combustion engine. Energy Conversion and Management 85: 85-101 (2014). 60.D Wang, N Zamel, K Jiao*, Y Zhou, S Yu, Q Du, Y Yin. Life cycle analysis of internal combustion engine, electric and fuel cell vehicles for China. Energy 59: 402-412 (2013). 学术专著: 1.焦魁,刘智,汪洋,杜青,宫智超,高清臣,武承如,吴康成,王博文,王昕. 人工智能应用导论. 高等教育出版社 (2024). 2.焦魁,张国宾,杜青,樊林浩,焦道宽,武承如,王博文. 多物理场传热传质基础与建模实例. 天津大学出版社 (2022). 3.K Jiao, B Wang, Q Du, Y Wang, G Zhang, Z Yang, H Deng, and X Xie. Water and Thermal Management of Proton Exchange Membrane Fuel Cells. Elsevier (2021). 4.焦魁,王博文,杜青,张国宾,杨子荣,邓豪,谢旭. 质子交换膜燃料电池水热管理. 科学出版社 (2020).