每年招收学术/专业硕士研究生1-2人，

欢迎对颗粒与两相流测量、光散射理论、多相反应理论、深度学习方法等方向感兴趣的同学加入。

教育背景

2010/09-2014/06，东南大学，能源与环境学院（热能及动力工程方向），学士

2014/09-2020/07，东南大学，能源与环境学院（动力工程及工程热物理方向），博士

2017/11-2018/11，University of Pittsburgh, Swanson School of Engineering, Visiting scholar

工作经历

2020/12 至今，上海理工大学，能源与动力工程学院，讲师

学术兼职

国际标准化组织 TC24/SC4、TC281 工作组专家

上海颗粒学会颗粒测试专业委员会 委员/秘书

科研项目

------纵向------

1. 上海市启明星培育（扬帆）计划，“融合图像-光谱-微流化床热重法的碱金属基二氧化碳固体吸收剂脱碳反应动力学及

  过程可视化研究”，22YF1429600，2022/04-2025/03，已结题，主持。

2. 国家自然科学基金委员会面上项目，“离焦层析粒子轨迹测速（DT-PSV）三维流场测量新方法”，2024/01-2027/12，

  在研，参加。

3. 国家科技重大专项，“XXX”，2017-V-0016-0069，2018/08-2022/07，已结题，参加。

4. 江苏省普通高校研究生科研创新计划，“复合型钠基CO2吸附剂理论与实验研究”，KYCX17_0077，2017/05-2018/05，

  已结题，主持。

5. 国家科技部重点研发计划课题子任务，“用于CO2捕集的高性能吸收剂/吸附材料及技术”，2017YFB0603302，

  2017/07-2021/06，已结题，参加。

6. 国家自然科学基金委面上项目，“复合型钠基吸收剂干法捕集CO2机理研究”，51476030，2015/01-2018/12，已结题，

  参加。

科研项目

------横向------

1. 中国船舶集团有限公司第七一九研究所，“汽轮机二次水滴测量系统”，在研，主持。

2. 中国船舶集团有限公司第七〇三研究所，“满足叶片除湿性能试验测试的光学仪器研制”，在研，主持。

3. 中国航发商用航空发动机有限责任公司，“冰晶粒径参数测量方法研究技术开发”，在研，主持。

4. 太仓博泽驱动系统有限公司，“电动汽车进气道对冷却风扇性能、噪声影响机理及优化”，在研，主持。

5. 青岛海尔智能技术研发有限公司，“蒸品质提升”，已结题，主持。

6. 洛阳森德石化工程有限公司，“雾化喷嘴运行参数智能检测系统研发”，已结题，参加。

代表性论文 (谷歌学术 https://scholar.google.com/citations?user=CIRYnY0AAAAJ&hl=zh-CN)

·         第一作者身份发表SCI期刊论文（含共同一作）：

------图像法颗粒测量------

[1] Cai Tianyi*, Tang Ao, Xu Rixin, et al. Balanced deep learning-based bubble segmentation: Model comparison, optimization, and application in microbubble detection[J]. Flow Measurement and Instrumentation, 2025, 104: 102907. (SCI, 中科院三区, IF= 2.7)

------散射法颗粒测量------

[2] Cai Tianyi, Zhou Wu*. Measurement of Fugitive Particulate Matter Emission: Current State and Trends[J]. KONA Powder and Particle Journal, 2024, 41: 42-57. (SCI, 中科院四区, IF= 2.6)

------光谱法颗粒测量------

[3] Cai Tianyi*, Wang Mengshi, Chen Xiaoping, et al. Operando modeling and measurements: Powerful tools for revealing the mechanism of alkali carbonate-based sorbents for CO2 capture in real conditions[J]. Frontiers in Energy, 2023, 17(3): 380-389. (SCI, 中科院四区, IF= 3.1)

------碳捕集技术------

[4] Tianyi Cai, Xiaoping Chen*, Hongjian Tang*, Wu Zhou, Ye Wu, Chuanwen Zhao. Unraveling the disparity of CO2 sorption on alkali carbonates under high humidity[J]. Journal of CO2 Utilization, 2021, 53: 101737. (SCI, 中科院二区, IF= 7.1)

[5] Cai Tianyi, Chen Xiaoping*, Johnson J. Karl*, Wu Ye, Ma Jiliang, Liu Daoyin, Liang Cai. Understanding and Improving the Kinetics of Bulk Carbonation on Sodium Carbonate[J]. The Journal of Physical Chemistry C, 2020, 124(42): 23106-23115. (SCI, 中科院二区, IF= 4.1)

[6] Cai Tianyi, Chen Xiaoping*, Zhong Jian, Wu Ye, Ma Jiliang, Liu Daoyin, Liang Cai. Understanding the morphology of supported Na2CO3/γ-AlOOH solid sorbent and its CO2 sorption performance[J]. Chemical Engineering Journal, 2020, 395: 124139. (SCI,中科院一区, IF= 13.3)

[7] Cai Tianyi, Johnson J. Karl*, Wu Ye, Chen Xiaoping*. Toward understanding the kinetics of CO2 capture on sodium carbonate[J]. ACS applied materials & interfaces, 2019, 11(9): 9033-9041. (SCI, 中科院一区, IF= 8.8)

[8] Wu Ye#, Cai Tianyi#, Zhao Wenwen, Chen Xiaoping*, Liu hongyan, Wang Yujun, Russell A. G., Fan Maohong*, Liu Dong. First-principles and experimental studies of [ZrO (OH)]+ or ZrO (OH)2 for enhancing CO2 desorption kinetics–imperative for significant reduction of CO2 capture energy consumption[J]. Journal of Materials Chemistry A, 2018, 6(36): 17671-17681. (SCI, 中科院一区, IF= 10.7)

·         第一作者身份发表EI期刊论文：

------碳捕集技术------

[1] 蔡天意, 吴烨, 许志康, 马吉亮, 陈晓平. 基于密度泛函理论的Na2CO3吸附H2O和CO2机理研究. 工程热物理学报. 2017, 38(8): 1800-1807. (EI)

·         合作作者身份发表期刊论文：

------图像法颗粒测量------

[1] Xu J, Zhou W, Cai T, et al. Multi-scale bubble flow and mass transfer visual measurements in real time aid with deep learning method[J]. International Journal of Multiphase Flow, 2025: 105507.(SCI, 中科院二区, IF= 3.8)

[2] Xu R, Cai T, Zhou W, et al. Particle size and depth measurement based on adversarial domain adaptation network[J]. Measurement, 2025: 118880.(SCI, 中科院二区, IF= 5.6)

[3] Yang Z, Li X, Zhang W, Cai T, et al. Experimental and numerical simulation study of particles flow in the microchannel equipped with fan-shaped rib on sidewall[J]. Particuology, 2025, 100: 45-61.(SCI, 中科院二区, IF= 4.1)

[4] Xu R, Huang Z, Zhou W, Tropea C, Cai T, et al. Depth from defocus technique with convolutional neural networks for high particle concentrations[J]. Experiments in Fluids, 2025, 66(1): 6.(SCI, 中科院三区, IF= 2.3)

------散射法颗粒测量------

[5] Wang B, Cai T, Cai X, et al. Polarized imaging dynamic light scattering for simultaneous measurement of nanoparticle size and morphology[J]. Particuology, 2024, 85: 213-223.(SCI, 中科院二区, IF= 4.1)

[6] 仪显亨,周骛,蔡小舒,蔡天意.光纤后向动态光散射测量纳米颗粒的浓度适用范围研究[J].化工学报,2023,74(08):3320-3328.(EI)

------图像法流场测量------

[7] Zhang D, Zhou W, Tropea C, Huang Z, Dong X, Cai T, et al. A hybrid PIV/PSV approach for a large dynamic velocity range[J]. Experiments in Fluids, 2025, 66(6): 107.(SCI, 中科院三区, IF= 2.3)

[8] Zhang D, Tropea C, Zhou W, T Cai, et al. Particle streak velocimetry: a review[J]. Experiments in Fluids, 2024, 65(9): 130.(SCI, 中科院三区, IF= 2.3)

[9] 张大鹏,周骛,黄浩钦,蔡天意, 等.高速度梯度流场图像PIV-PSV混合处理算法[J].工程热物理学报,2024,45(10):3086-3090. (EI)

------探针法流场测量------

[10] Liu F, Ren S, Wang G, Cai X, Cai T. PDMS diaphragm based miniature fiber-optic Fabry–Perot dynamic pressure sensor for turbomachinery application[J]. Applied Optics, 2024, 63(7): 1744-1752.(SCI, 中科院四区, IF= 1.7)

[11] Liu F, Cai X, Cai T. Inverse transfer function identification for high-frequency pressure probes using M-sequence pressure generators[J]. Flow Measurement and Instrumentation, 2022, 87: 102221.(SCI, 中科院三区, IF= 2.7)

------流动机理与仿真------

[12] Dong X, Li Y, Cai T, et al. Quantitative experimental research on vortex generation and self-maintenance mechanisms in turbulence[J]. Physics of Fluids, 2023, 35(5).(SCI, 中科院二区, IF= 4.3)

[13] 郝春阳,董祥瑞,蔡天意,等.基于多特征提取的合成射流涡流控制机理研究[J].工程力学,2024,41(11):225-237.(EI)

------碳捕集技术------

[14] Ma J, Zhong J, Bao X, Chen X, Wu Y, Cai T, et al. Continuous CO2 capture performance of K2CO3/Al2O3 sorbents in a novel two-stage integrated bubbling-transport fluidized reactor[J]. Chemical Engineering Journal, 2021, 404: 126465.(SCI,中科院一区, IF= 13.3)

[15] Liu W, Wu Y, Cai T, et al. A molding method of Na2CO3/Al2O3 sorbents with high sphericity and low roughness for enhanced attrition resistance in CO2 sorption/desorption process via extrusion-spheronization method[J]. Powder Technology, 2020, 366: 520-526. (SCI, 中科院二区, IF= 5.1)

[16] Xu Z, Wu Y, Cai T, et al. Understanding the CO2 sorption mechanisms of the MgO-doped Na-based sorbent at low temperatures[J]. Greenhouse Gases: Science and Technology, 2019, 9(4): 672-686. (SCI, 中科院四区, IF= 2.0)

[17] Liu W, Wu Y, Cai T, et al. Use of nanoparticles Cu/TiO (OH)2 for CO2 removal with K2CO3/KHCO3 based solution: enhanced thermal conductivity and reaction kinetics enhancing the CO2 sorption/desorption performance of K2CO3/KHCO3[J]. Greenhouse Gases: Science and Technology, 2019, 9(1): 10-18. (SCI, 中科院四区, IF= 2.0)

[18] Xie W, Chen X, Ma J, Liu D, Cai T, et al. Energy analyses and process integration of coal-fired power plant with CO2 capture using sodium-based dry sorbents[J]. Applied Energy, 2019, 252: 113434.(SCI,中科院一区, IF= 11.0)

[19] Ma J, Xu Y, Wu Y, Chen X, Cai T, et al. Continuous CO2 capture performance of K2CO3/Al2O3 sorbents in a novel integrated bubbling-transport fluidized reactor[J]. Industrial & Engineering Chemistry Research, 2019, 58(43): 19733-19740.(SCI, 中科院三区, IF= 3.9)

[20] 谢玮祎,陈晓平,马吉亮,刘道银,梁财,吴烨,蔡天意.基于钠基吸附剂的烟气脱碳系统余热利用研究[J].化工进展,2020,39(02):720-727.(EI)

[21] Yang P, Duan L, Tang H, Cai T, et al. Explaining steam‐enhanced carbonation of CaO based on first principles[J]. Greenhouse Gases: Science and Technology, 2018, 8(6): 1110-1123.(SCI, 中科院四区, IF= 2.0)

[22] Zhao W, Wu Y, Cai T, et al. Density functional theory and reactive dynamics study of catalytic performance of TiO2 on CO2 desorption process with KHCO3/TiO2/Al2O3 sorbent[J]. Molecular Catalysis, 2017, 439: 143-154. (SCI, 中科院二区, IF= 5.062)

[23] Yu F, Wu Y, Zhang W, Cai T, et al. A novel aerogel sodium‐based sorbent for low temperature CO2 capture[J]. Greenhouse Gases: Science and Technology, 2016, 6(4): 561-573.(SCI, 中科院四区, IF= 2.0)

[24] 余帆,吴烨,董伟,蔡天意,等.氨基修饰复合型钠基吸收剂的脱碳特性[J].化工学报,2015,66(10):4218-4227.(EI)

------洁净燃烧------

[25] Wang Q, Wu Z, Wang R, Tang M, Lu S, Cai T, et al. New mechanistic insight into catalytic decomposition of dioxins over MnOx-CeO2/TiO2 catalysts: A combined experimental and density functional theory study[J]. Science of The Total Environment, 2024, 921: 170911.(SCI, 中科院二区, IF= 8.0)

[26] Yu K, Tang H, Cai T, et al. Mechanism of kaolinite’s influence on sodium release characteristics of high-sodium coal under oxy-steam combustion conditions[J]. Fuel, 2021, 290: 119812. (SCI, 中科院二区, IF= 6.6)

[27] Yu K, Chen X, Cai T, et al. The effect of Kaolinite’s structure on migration and release characteristics of sodium under oxy-fuel combustion condition[J]. Fuel, 2020, 277: 118154. (SCI, 中科院二区, IF= 6.6)

[28] Yu K, Chen X, Cai T, et al. Release and migration characteristics of sodium and potassium in high alkali coal under oxy-fuel fluidized bed combustion condition[J]. Fuel, 2020, 262: 116413. (SCI, 中科院二区, IF= 6.6)

[29] Tang H, Duan Y, Zhu C, Cai T, et al. Theoretical evaluation on selective adsorption characteristics of alkali metal-based sorbents for gaseous oxidized mercury[J]. Chemosphere, 2017, 184: 711-719.(SCI, 中科院二区, IF= 8.9)

------氨能利用------

[30] Lai Q, Cai T, Tsang S C E, et al. Chemical looping based ammonia production—A promising pathway for production of the noncarbon fuel[J]. Science Bulletin, 2022, 67(20): 2124-2138.(SCI, 中科院一区, IF= 21.1)

[31] Wu Y, Mei J, Cai T, et al. Reducing the NOx emissions during NH3 oxidation with Nickel modified Fe2O3-a promising cost-effective and environmentally friendly catalyst for NH3 combustion[J]. Combustion and Flame, 2022, 237: 111845.(SCI, 中科院一区, IF= 6.2)

[32]Wu Y, Gao Y, Zhang Q, Cai T, et al. Promising zirconia-mixed Al-based nitrogen carriers for chemical looping of NH3: Reduced NH3 decomposition and improved NH3 yield[J]. Fuel, 2020, 264: 116821.(SCI, 中科院二区, IF= 6.6)

------催化转化------

[33] Li K, Cai T, Li J, et al. Hydrogen Production via Potassium Formate Hydrolysis on Metal–Organic Framework Supported Pd‐Based Catalysts[J]. Energy Technology, 2025, 13(11): 2500403.(SCI, 中科院四区, IF= 3.6)

[34] Sun Zhao, Cai Tianyi, Russell C. K., Johnson J. Karl, Ye Runping, Xiang Wenguo, Chen Xiaoping, Fan Maohong*, Sun Zhiqiang*. Highly efficient methane decomposition to H2 and CO2 reduction to CO via redox looping of Ca2FexAl2-xO5 supported NiyFe3-yO4 nanoparticles[J]. Applied Catalysis B: Environmental, 2020, 271: 118938. (SCI, 中科院一区, IF= 19.5)

授权专利/软著

1. 刘峰源,蔡小舒,蔡天意,周骛,张大鹏. 2025-10-28, 一种测量跨音速三维流场的贝壳形五孔压力探头,中国, ZL202211342338.6

2. 刘峰源,蔡小舒,蔡天意,周骛,张大鹏. 2025-05-06, 一种测量非稳态三维流场的圆柱形四孔压力探头,中国, ZL202211340857.9

3. 赵嘉毅,于汶陇,王文浩,余静,蔡天意. 2024-10-18, 一种液滴冲击流固界面应力反演方法,中国, ZL202410979621.2

指导学生获奖

2024年上海理工大学优秀硕士毕业生（王梦诗）；

人才计划

2023年上海理工大学思学计划（蔡天意）；

【本科生课程】燃烧学、能源与环境(双语)、能动类计算机软件实践C、热能与动力机械制造工艺学

【研究生课程】气固两相流理论与测量技术