杨力 助理教授
所在系所叶轮机械研究所
办公电话
通讯地址上海市闵行区东川路800号，上海交通大学机械与动力工程学院A528办公室
电子邮件liy59@sjtu.edu.cn
个人主页https://www.researchgate.net/profile/Li_Yang211


教育背景 2010.09-2015.07 清华大学能源与动力工程系 工学博士
2006.09-2010.07清华大学能源与动力工程系 工学学士

工作经历 2018.07- 上海交通大学 助理教授
2015.11-2018.06University of Pittsburgh,USA 博士后

出访及挂职经历 2013.11-2014.05 Virginia Polytechnic Institute and State University, USA, Visiting Scholar

研究方向 传热问题的人工智能和优化理论：
（1）传热问题的深度学习方法
（2）分形拓扑生成技术、伴随式拓扑优化技术
（3）高复杂度结构的流动传热优化方法
（4）数据驱动的规律发现和求解方法
金属增材制造（3D打印）和高复杂度传热部件的应用：
（1）航空发动机/燃气轮机热端部件冷却和热防护
（2）多孔介质传热和发汗冷却
（3）高效紧凑式换热器
欢迎对人工智能、拓扑优化、3D打印和传热学感兴趣的同学报考博士、硕士。
欢迎相关领域的博士毕业生加入课题组展开博士后研究。

科研项目 2020-2021，空气动力学国家重点实验室开放课题，《涡轮叶片肋壁-气膜耦合流动换热特性研究》
2020-2022，国家自然科学基金青年项目，《基于增材制造和机器学习的非规则发散冷却的传热机制和建模方法研究》
2019-2022, 上海市青年科技英才扬帆计划
2019-2020, 华为公司项目，《基于机器学习的xxx代理模型》
2017-2018, 美国能源部项目-大学涡轮系统研究，Integrated Transpiration and Lattice Cooling Systems Developed by Additive Manufacturing with Oxide-Dispersion Strengthened Alloys, (DE- FE**),
2015-2018, 美国能源部项目-大学涡轮系统研究，Design, Fabrication and Performance Characterization of Near-Surface Embedded Cooling Channels with an Oxide Dispersion Strengthened (ODS) Coating Layer, (DE- FE**)

代表性论文专著 JOURNAL PUBLICATIONS
1.Li Yang, Qi Wang, Yu Rao, Searching for irregular pin-fin shapes for high temperature applications using deep learning methods, International Journal of Thermal Sciences, 2020:106746.
2.Li Yang, Qi Wang, Kang Huang, Yu Rao, Establishment of a long-short-term-memory model to predict film cooling effectiveness under superposition conditions, International Journal of Heat and Mass Transfer, 2020, 160:120231.
3.Qi Wang, Li Yang, Yu Rao,Establishment of a generalizable model on a small-scale dataset to predict the surface pressure distribution of gas turbine blades, Energy, 2021, 214:118878.
4.Li Yang， Wei Dai， Yu Rao， Minking K.Chyu, Optimization of the hole distribution of an effusively cooled surface facing non-uniform incoming temperature using deep learning approaches, International Journal of Heat and Mass Transfer, 2019, 145: 118749.
5.Sarwesh Narayan Parbat, Li Yang, Zheng Min, Minking K Chyu, Experimental and Numerical Analysis of Additively Manufactured Coupons With Parallel Channels and Inline Wall Jets, Journal of Turbomachinery, 2019, 141 (6), 061004.
6.Li Yang, Zheng Min, Tianwei Yue, Yu Rao, Minking K Chyu, High Resolution Cooling Effectiveness Reconstruction of Transpiration Cooling using Convolution Modeling Method, International Journal of Heat and Mass Transfer, 2019,133:1134-1144.
7.Z Min, G Huang, SN Parbat, L Yang, MK Chyu, Experimental Investigation on Additively Manufactured Transpiration and Film Cooling Structures, Journal of Turbomachinery, 2019, 141 (3), 031009.
8.W Bai, W Chen, L Yang, MK Chyu, Numerical investigation on heat transfer and pressure drop of pin-fin array under the influence of rib turbulators induced vortices, International Journal of Heat and Mass Transfer,2019, 129, 735-745
9.Li Yang, Wei Chen, Minking K Chyu, A Convolution Modeling Method for Pore Plugging Impact on Transpiration Cooling Configurations Perforated by Straight Holes, International Journal of Heat and Mass Transfer, 2018,126(B):1057-1066.
10.Wei Chen, Zenan Yang, Li Yang, Minking K Chyu, Numerical investigation of heat transfer and flow characteristics of supercritical CO2 in U-duct, Applied Thermal Engineering, 2018, 144, 532-539.
11.Gan Huang, Zheng Min, Li Yang, Pei-Xue Jiang, Minking K Chyu, Transpiration cooling for additive manufactured porous plates with partition walls, International Journal of Heat and Mass Transfer, 2018 124, 1076-1087
12.Li Yang, Prashant Singh, Kartikeya Tyagi, Jaideep Pandit, Srinath V. Ekkad, Jing Ren, Experimental Investigation of Rotational Effects on Heat Transfer Enhancement Due to Crossflow Induced Swirl Using Transient Liquid Crystal Thermography, J. Thermal Sci. Eng. Appl., Jan. 2018, 10(3), 031001.
13.Zheng Min, Sarwesh Narayan Parbat, Li Yang, Minking K Chyu, Fabrication and Characterization of Additive Manufactured Nickel-Based ODS Coating Layer for High Temperature Application, ASME J. Eng. Gas Turbines Power, Jan. 2018, 140(6), 062101.
14.Li Yang, Sarwesh Narayan Parbat, Zheng Min, Minking K Chyu, Effect of Topology on Hybrid-linked Jet Impingement, International Journal of Heat and Mass Transfer, Vol 108, Part A, May 2017, Pages 671–679.
15.Weihong Li, Li Yang, Xueying Li, Jing Ren and Hongde Jiang, Effect of Reynolds Number, Hole Patterns, Target Plate Thickness on Cooling Performance of an Impinging Jet Array, Part II: Conjugate Heat Transfer Results and Optimization. May, 2017, ASME J. Turbomach 139(10), 101001.
16.Weihong Li, Xueying Li, Li Yang, Jing Ren, Hongde Jiang and Phillip Ligrani, Effect of Reynolds number, Hole Patterns and Hole Inclination on Cooling Performance of an Impinging Jet Array, Part I: Convective Heat Transfer Results and Optimization, Jan, 2017, ASME J. Turbomach 139(4), 041002.
17.Li Yang, Zheng Min, Sarwesh Narayan Parbat, Minking K Chyu. Numerical Optimizations of Hybrid-linked Jet Impingement Heat Transfer based on Genetic Algorithm. Journal of Numerical Heat Transfer, Nov. 2016, Pages 1297-1312.
18.Li Yang, Zheng Min, Sarwesh Narayan Parbat, Minking K Chyu. Numerical Investigation on Hybrid-linked Jet Impingement Heat Transfer based on Response Surface Methodology. Journal of Numerical Heat Transfer, Nov. 2016, Pages 1179-1194.
19.Weihong Li, Li Yang, Jing Ren, Hongde Jiang, Effect of Thermal Boundary Conditions and Thermal Conductivity on Conjugate Heat Transfer Performance in Pin Fin Arrays. International Journal of Heat and Mass Transfer, April 2016, 95, 579-592.
20.Li Yang, Phillips Ligrani, Jing Ren, Hongde Jiang, Unsteady Structure and Development of a Row of Impingement Jets, Including Kelvin-Helmholtz Vortex Development, ASME Journal of Fluid Engineering, Vol. 137, May 2015, Pages 051201-1.
21.Li Yang, Yuzhe Li, Phillips Ligrani, Jig Ren, Hongde Jiang, Unsteady Heat Transfer and Flow Structure of A Row of Laminar Impingement Jets, including Vortex Development, International Journal of Heat and Mass Transfer, Vol. 88, September 2015, Pages 149-164.
22.Li Yang, Jing Ren, Hongde Jiang, Philips Ligrani, Experimental and Numerical Investigation of Unsteady Impingement Cooling within a Blade Leading Edge Passage, International Journal of Heat and Mass Transfer, Vol. 71, April 2014, Pages 57-68.
23.Rui Kan, Li Yang, Jing Ren, Hongde Jiang, Review of Cooling Technology in High Temperature Gas Turbine Blades, 2013, Journal of Thermal Turbine, 04:260-264+287.
CONFERENCE PRESENTATIONS
1.Li Yang, Qi Wang, Yu Rao, Modeling Superposition of Flat Plate Film Cooling under Complicated Conditions Using Recurrent Neural Networks, Proceedings of the ASME Turbo Expo 2020: Turbomachinery Technical Conference and Exposition. GT2020- 3189.
2.Li Yang, Yu Rao, "Predicting the Adiabatic Effectiveness of Effusion Cooling by the Convolution Modeling Method." Proceedings of the ASME Turbo Expo 2019: Turbomachinery Technical Conference and Exposition. Volume 5A: Heat Transfer. Phoenix, Arizona, USA. June 17–21, 2019. V05AT12A004 ASME. GT2019-90162
3.Parbat, Sarwesh, Yang, Li, Chyu, Minking, Siw, Sin Chien, and Lee, Ching-Pang. "Numerical Study of Heat Transfer in Novel Wavy Trailing Edge Design for Gas Turbine Airfoils." Proceedings of the ASME Turbo Expo 2019: Turbomachinery Technical Conference and Exposition. Volume 5A: Heat Transfer. Phoenix, Arizona, USA. June 17–21, 2019. V05AT10A007. ASME. GT2019-91123
4.Parbat, Sarwesh, Min, Zheng, Yang, Li, and Chyu, Minking. "Experimental and Numerical Analysis of Additively Manufactured Inconel 718 Coupons With Lattice Structure." Proceedings of the ASME Turbo Expo 2019: Turbomachinery Technical Conference and Exposition. Volume 5B: Heat Transfer. Phoenix, Arizona, USA. June 17–21, 2019. V05BT21A008. ASME. GT2019-91949
5.Min, Zheng, Parbat, Sarwesh Narayan, Yang, Li, and Chyu, Minking K. "Thermal-Fluid and Mechanical Investigations of Additively Manufactured Geometries for Transpiration Cooling." Proceedings of the ASME Turbo Expo 2019: Turbomachinery Technical Conference and Exposition. Volume 5B: Heat Transfer. Phoenix, Arizona, USA. June 17–21, 2019. V05BT21A007. ASME. GT2019-91583
6.Li Yang, Zheng Min, Sarwesh Narayan Parbat, Minking K Chyu, Effect of Pore Blockage on Transpiration Cooling With Additive Manufacturable Perforate Holes, ASME Turbo Expo, 2018, 2(D):GT2018-75310.
7.Li Yang, Weihong Li, Jing Ren, Minking K Chyu, Hongde Jiang. Influence of Topology on Heat Transfer in a Double Wall Cooling Channel: Potential of Series-Linked Jets, ASME Paper No. GT2016-56270.
8.Weihong Li, Xueying Li, Li Yang, Jing Ren, Hongde Jiang, Phillip Ligrani, Effect of Reynolds Number, Hole Patterns and Hole Inclination on Cooling Performance of an Impinging Jet Array: Part I -- Convective Heat Transfer Results and Optimization, ASME Paper No. GT2016-56205.
9.Weihong Li, Li Yang, Xueying Li, Jing Ren, Hongde Jiang, Effect of Reynolds Number, Hole Patterns, Target Plate Thickness on Cooling Performance of an Impinging Jet Array: Part II -- Conjugate Heat Transfer Results and Optimization, ASME Paper No. GT2016-56768.
10.Li Yang, Kartikeya Tyagi, Srinath Ekkad, Jing Ren, Influence of Rotation on Heat Transfer in a Two-pass Channel with Impingement under High Reynolds Number. Proceedings of the ASME Turbo Expo 2015, June 15-19, Montreal, Canada. ASME Paper GT2015- 42871.
11.Li Yang, P. M. Ligrani, Jing Ren, Hongde Jiang, Unsteady Structure and Development of a Row of Impingement Jets, including Shear Layer and Vortex Development, Part 1: Turbulent Jets. Proceedings of the ASME Turbo Expo 2015, June 15-19, Montreal, Canada. ASME Paper GT2015- 43070.
12.Li Yang, Jing Ren, Hongde Jiang, P. M. Ligrani, Unsteady Structure and Development of a Row of Impingement Jets, including Shear Layer and Vortex Development, Part 2: Laminar Jets. Proceedings of the ASME Turbo Expo 2015, June 15-19, Montreal, Canada. ASME Paper GT2015- 43074.
13.Li Yang, Weihong Li, Zhongran Chi, Jing Ren, Hongde Jiang, Effect of Corrugated Orifice and Pin-Fin on Multiple Array Impingement Cooling with Low Nozzle to Target Distance. Proceedings of the ASME Turbo Expo 2014, June 16-20, Dusseldorf, Germany. ASME Paper GT2014- 25494.
14.Weihong Li, Li Yang, Jing Ren, Hongde Jiang, Algebraic anisotropic eddy viscosity model for separated flows of internal cooling channels. Proceedings of the ASME Turbo Expo 2014, June 16-20, Dusseldorf, Germany. ASME Paper GT2014- 25591.
15.Li Yang, Rui Kan, Jing Ren, Hongde Jiang, Effect of Film Cooling Arrangement on Impingement Heat Transfer on Turbine Blade Leading Edge. Proceedings of the ASME Turbo Expo 2013, June 3-7, San Antonio, USA. ASME Paper GT2013- 95261.
16.Rui Kan; Li Yang; Jing Ren; Hongde Jiang, Effect of Rib Configuration and Lateral Ejection on a High Aspect Ratio Trailing Edge Channel. Proceedings of the ASME Turbo Expo 2013, June 3-7, San Antonio, USA. ASME Paper GT2013- 94549.

教学工作 《工程学导论》，本科生，3学分, 48学时

学术兼职 Reviewer (2018-present), ASME J. Heat Trans.
Reviewer (2017-present), Journal of Applied Thermal Engineering
Reviewer (2017-present), International Journal of Mechanical Sciences
Reviewer (2017-present), International Journal of Heat and Mass Transfer
Reviewer (2014-present), ASME J. Thermal Sci. Eng. Appl.
Reviewer (2014-present), International Journal of Thermal Sciences
Reviewer (2013-present), Fluid Dynamics and Material Processing