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

背景：定常CFD方法目前仍然是离心压缩机三维气动设计中应用最广泛的计算工具，但其应用在高压比离心压缩机设计时面临着高转速线压比预测过高、性能指标偏离期望值、设计结果可靠性倍受质疑等严峻挑战，严重制约了高性能离心压缩机设计分析水平的大幅度提高。

贡献：系统分析了CFD模型的几何误差（叶轮叶片导角、盘侧空腔和运行叶顶间隙）和数值误差（后处理平均方法、湍流模型、进口管道盘侧壁面旋转性和进口湍流粘度）对NASA CC3气动性能及其叶展分布的影响机理，指出了主要影响因素包括叶片导角、盘侧空腔、湍流模型、后处理平均方法，据此提出了一套适合于高压比离心压缩机的CFD模型，气动性能和流场预测精度大幅提升，具有广阔应用前景。

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