近期论文
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Lead author/Corresponding author publications:
1. Qi Wang, Li Yang, Kang Huang, Fast prediction and sensitivity analysis of gas turbine cooling performance using supervised learning approaches, Energy, 2022, 246: 123373.
2. Qi Wang, Weiwei Zhou, Li Yang, Kang Huang, Comparison between conventional and deep learning-based surrogate models in predicting convective heat transfer performance of U-bend channels, Energy and AI, 2022, 8:100140.
3. Li Yang, Wei Dai, Yu Rao, Minking K. Chyu. "A machine learning approach to quantify the film cooling superposition effect for effusion cooling structures." International Journal of Thermal Sciences 162 (2021): 106774.
4. 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 161 (2021): 106746.
5. 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 160 (2020): 120231.
6. 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 214 (2021): 118878.
7. 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 145 (2019): 118749.
8. 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 133 (2019): 1134-1144.
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 126 (2018): 1057-1066.
10. 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." Journal of Thermal Science and Engineering Applications 10.3 (2018).
11. 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 108 (2017): 671-679.
12. Li Yang, Zheng Min, Sarwesh Narayan Parbat, Minking K. Chyu. "Numerical optimizations of hybrid-linked jet impingement heat transfer based on the genetic algorithm." Numerical Heat Transfer, Part A: Applications 70.11 (2016): 1179-1194.
13. Li Yang, Zheng Min, Sarwesh Narayan Parbat, Minking K. Chyu. "Numerical investigation on hybrid-linked jet impingement heat transfer based on the response surface methodology." Numerical Heat Transfer, Part A: Applications 70.12 (2016): 1297-1312.
14. Li Yang, Phillips Ligrani, Jing Ren, Hongde Jiang. "Unsteady structure and development of a row of impingement jets, including Kelvin–Helmholtz vortex development." Journal of Fluids Engineering 137.5 (2015).
15. 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 88 (2015): 149-164.
16. 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 71 (2014): 57-68.
17. 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 141.6 (2019).
18. Zheng Min, Gan Huang, S.N. Parbat, Li Yang*, Minking K. Chyu. "Experimental investigation on additively manufactured transpiration and film cooling structures." Journal of Turbomachinery 141.3 (2019).
19. 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 144 (2018): 532-539.
Co-author publications:
20. Wandong Bai, Wei Chen, Li Yang, Minking K. 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 129 (2019): 735-745.
21. 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 124 (2018): 1076-1087.
22. Zheng Min, Sarwesh Narayan Parbat, Li Yang, Minking K. Chyu. "Fabrication and Characterization of Additive Manufactured Nickel-Based Oxide Dispersion Strengthened Coating Layer for High-Temperature Application." Journal of Engineering for Gas Turbines and Power 140.6 (2018).
23. Weihong Li, Li Yang, Xueying Li, Jing Ren and Hongde Jiang. "Effect of Reynolds Number, Hole Patterns, and Target Plate Thickness on the Cooling Performance of an Impinging Jet Array—Part II: Conjugate Heat Transfer Results and Optimization." Journal of Turbomachinery 139.10 (2017).
24. 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." Journal of Turbomachinery 139.4 (2017).
25. 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 95 (2016): 579-592.
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.
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