| 姓名： |
焦魁 |
 |
| 性别： |
男 |
| 英文名： |
Jiao Kui |
| 人才称号： |
|
| 职称： |
讲席教授，博导 |
| 职务： |
天津大学国家储能技术产教融合创新平台常务副主任 |
专业： |
动力机械及工程、储能科学与工程 |
| 所在机构： |
天津大学先进内燃动力全国重点实验室，国家储能技术产教融合创新平台 |
个人主页： |
http://kjiao.tju.edu.cn |
| 邮箱： |
kjiao@tju.edu.cn |
办公地点： |
天津市津南区雅观路135号天津大学34教热动力大楼 |
| 传真： |
+86(0)22 27383362 |
办公电话： |
022-27406842 |
| 主要学历： |
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
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| 主要学术经历： |
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
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| 主要研究方向： |
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
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| 主要讲授课程： |
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）
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| 主要学术兼职： |
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。
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| 主要学术成就： |
针对燃料电池等电化学能量转换装置建立了全流程、高效、高精度，可用于正向设计与实时控制的仿真模型和软件，获授权发明专利和软著40余项，在计算精度、计算效率和适用性等方面均达到了国际领先水平，应用于一汽、东风、上汽、广汽、博世、中汽中心、潍柴、中国船舶、长城等30余家国内外领军企业的产品研发，经济和社会效益显著。
出版了多部工程热物理、能源、人工智能等领域的专著和教材，以第一或通讯作者在Nature, Joule, Progress in Energy and Combustion Science, Energy & Environmental Science, Science Bulletin等期刊发表文章200余篇，其中在Nature所发表的9页长文利用了所建立的仿真模型进行系统性详细计算，为未来高功率密度燃料电池设计提出了详尽的技术指标和路线，得到了国内外同行的高度关注和认可，被人民日报、科技日报、基金委官网等重要媒体大篇幅正面报道。
主持承担了国家杰出青年科学基金、国家重点研发计划项目、国家优秀青年科学基金、牛顿高级学者基金、国家重点研发计划课题以及一汽、博世等企业横向等数十个科研项目。以第一完成人获中国汽车工程学会技术发明一等奖、中国内燃机学会自然科学一等奖、中国能源研究会学术创新一等奖、国际绿色能源协会技术创新奖、英国化学工程师学会 IChemE自动化与数字化提名奖和研究项目提名奖。获国家教学成果二等奖2项，天津市教学成果特等奖3项、一等奖1项，入选天津市一流本科课程1门，国家一流课程1门 ，并担任天津市储能科学与工程教学团队负责人。入选教育部新世纪优秀人才支持计划，获中国青年科技奖、霍英东青年教师奖、吴仲华优秀青年学者奖、宝钢优秀教师等奖励。
作为大会主席或联合主席举办了2020-2024五届能源与人工智能国际会议、2018年绿色交通能源发展与变革中英双边研讨会(国家自然科学基金委与英国皇家学会共同资助)和2017年中国工程热物理传热与多相流青年论坛(国家自然科学基金委资助)，应邀在世界内燃机大会、世界燃料电池大会、国际清洁能源会议、中国工程热物理年会、金砖五国青年科学家论坛等国内外学术会议以及国内外企业、高校及科研机构作学术报告100余次。
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。
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| 主要科研项目： |
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
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| 代表性论著： |
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).
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