发布时间：2025-06-27

文章标题：教研组发表叶轮机械最好期刊JOT第10篇论文

内容：

祝贺张本瑞硕士期间工作发表在JOT上，他目前就职于东气集团。

 

教研组将不忘初心，牢记使命，抵制诱惑，潜心科研，将西迁精神贯彻到底！

 

Zhang BR, Ju YP, Li Z, Zhang XW, Liu YM, Zhang CH, Reconstruction and reduction of realistic manufacturing error field for uncertainty quantification of transonic axial compressor rotor,  ASME Journal of Turbomachinery, 2025, 147

背景：高速压气机不可避免地会受到几何形貌和运行参数不确定性的影响，从而导致性能衰退。如何在设计阶段对压气机进行不确定性量化已逐渐受到重视，然而现有方法对几何不确定性进行建模时仍面临巨大挑战。

贡献：结合核密度估计和相关性约束，建立了一种精确的几何偏差重构方法，提出了一种双层双向降维方法以处理高维不确定性输入，在跨音速轴流压气机转子性能不确定分析上取得了应用。

 

教研组已发表的JOT论文：

1. Gu CG, Miao YM, Blade design of axial-flow compressors by the method of optimal control theory: physical model and mathematical expression, ASME Journal of Turbomachinery, 1987, 109(1): 99-102. https://doi.org/10.1115/1.3262076

 

2. Gu CG, Miao YM, Blade design of axial-flow compressors by the method of optimal control theory: application of Pontryagin’s maximum principles, a sample calculation and its results, ASME Journal of Turbomachinery, 1987, 109(1): 103-107.  https://doi.org/10.1115/1.3262053

 

3. Gu CG, Luo LQ, Miao YM, Experimental investigations of flows through a plane cascade at large angles of attack with separations, ASME Journal of Turbomachinery, 1988, 110(3): 323–328. https://doi.org/10.1115/1.3262200

 

4. Qin RH, Ju YP, Galloway L, Spence S, Zhang CH, High dimensional matching optimization of impeller–vaned diffuser interaction for a centrifugal compressor stage, ASME Journal of Turbomachinery, 2020, 142(12): 121004. https://doi.org/10.1115/1.4047898

 

5. Qin RH, Ju YP, Stephen S, Zhang CH,  Metamodel-driven data mining model to support three-dimensional design of centrifugal compressor stage, ASME Journal of turbomachinery, 2021, 143(12): 121013. https://doi.org/10.1115/1.4051713

 

6. Zhang XW, Ju YP, Li Z, Liu F, Zhang CH,  Metamodel-interpreted data mining for stability and efficiency enhancement of multi-stage axial flow compressors, ASME Journal of Turbomachinery, 2023, 145(4): 041001. https://doi.org/10.1115/1.4055766

 

7. Liu YM, Ju YP, Qin RH, Jiang W, Spence S, Zhang CH, Collaborative robust optimization of blade geometry and manufacturing tolerance for a transonic centrifugal impeller,  ASME Journal of Turbomachinery, 2023, 145(7): 071001. https://doi.org/10.1115/1.4056680

 

8. Qiao B, He X, Vahdati M, Ju YP, Zhang CH, On the over-prediction of centrifugal compressor pressure ratio in the high impeller tip Mach number regime, ASME Journal of Turbomachinery, 2023, 145(10): 104502. https://doi.org/10.1115/1.4063099

 

9. Zhang XW, Ju YP, Li Z, Liu F, Zhang CH, Optimization of three-dimensional blade and variable stators for efficiency and stability enhancement of multi-stage axial flow compressor at variable speeds, ASME Journal of Turbomachinery, 2024, 146(4): 041004. https://doi.org/10.1115/1.4064080

 

10. Zhang BR, Ju YP, Li Z, Zhang XW, Liu YM, Zhang CH, Reconstruction and reduction of realistic manufacturing error field for uncertainty quantification of transonic axial compressor rotor,  ASME Journal of Turbomachinery, 2025, 147