A data-driven non-intrusive polynomial chaos for performance impact of high subsonic compressor cascades with stagger angle and profile errors

Z Guo, W Chu, H Zhang - Aerospace Science and Technology, 2022 - Elsevier
The impact of geometric variations due to manufacturing errors on the aerodynamic
performance of compressor blades is considerable in engineering practice. Accurate …

Effect of blade surface cooling on a micro transonic axial compressor performance at low Reynolds number

H Cheng, Z Li, C Zhou, X Lu, S Zhao, G Han - Applied Thermal Engineering, 2023 - Elsevier
Due to the high ratio of surface area to volume and the limitations of manufacturing
precision, the impact of wall temperature and heat transfer on the aerodynamic performance …

Effect of tip clearance variation in the transonic axial compressor of a miniature gas turbine at different Reynolds numbers

H Cheng, X Lu, S Zhao, S Huang, J Zhu - Aerospace Science and …, 2022 - Elsevier
Degradation in the service or manufacturing tolerances can cause tip clearance variation,
which adversely affects the stability and performance of compressors. In particular, for a …

[HTML][HTML] Influence of leading edge with real manufacturing error on aerodynamic performance of high subsonic compressor cascades

MA Chi, GAO Limin, W Haohao, LI Ruiyu… - Chinese Journal of …, 2021 - Elsevier
To investigate the influence of real leading-edge manufacturing error on aerodynamic
performance of high subsonic compressor blades, a family of leading-edge manufacturing …

端壁倒圆半径误差对高负荷静叶栅性能影响的不确定性分析

郭正涛, 楚武利, 姬田园, 杨吉博, 张耀峰 - 航空动力学报, 2021 - jasp.com.cn
为对压气机静子叶片高精度设计与制造提供有力参考, 以某高负荷压气机静子叶栅为研究对象,
采用基于高斯分布型随机输入的非嵌入式多项式混沌方法, 量化评估了端壁倒圆半径误差对最小 …

Robust aerodynamic optimization and design exploration of a wide-chord transonic fan under geometric and operational uncertainties

H Cheng, C Zhou, X Lu, S Zhao, G Han, C Yang - Energy, 2023 - Elsevier
Axial compressors are inevitably affected by various uncertain factors in the process of
manufacture and operation. These uncertainties obviously lead to reduced efficiency and …

Uncertainty design and optimization of a hybrid rocket motor with mixed random-interval uncertainties

H Zhu, M Xiao, J Zhang, G Cai - Aerospace Science and Technology, 2022 - Elsevier
Uncertainties, which exist widely in the design of aerospace systems, have a great impact on
system response and may lead to design failures. Both the probability and non-probability …

[HTML][HTML] Novel data-driven sparse polynomial chaos and analysis of covariance for aerodynamics of compressor cascades with dependent geometric uncertainties

GUO Zhengtao, CHU Wuli, H ZHANG… - Chinese Journal of …, 2024 - Elsevier
Abstract Polynomial Chaos Expansion (PCE) has gained significant popularity among
engineers across various engineering disciplines for uncertainty analysis. However …

Uncertainty quantification on the influence of blade thickness deviation at different rotational speeds based on flow dissipation analysis

T Ji, W Chu, C Liang, D Meng - Physics of Fluids, 2023 - pubs.aip.org
The impact of geometric deviation due to manufacturing on compressor performance is
considerable in engineering practice. To investigate the impact of blade thickness deviation …

Affordable uncertainty quantification for industrial problems: application to aero-engine fans

T Ghisu, S Shahpar - Journal of Turbomachinery, 2018 - asmedigitalcollection.asme.org
Uncertainty quantification (UQ) is an increasingly important area of research. As
components and systems become more efficient and optimized, the impact of uncertain …