Investigation of Reynolds number effects on flow stability of a transonic compressor using a dynamic mode decomposition method

Z Li, J Zhou, X Zhu, J Zhou, T Pan - Aerospace Science and Technology, 2024 - Elsevier
With the continuous increase in aircraft flight altitude, low Reynolds number effects in high-
altitude environments significantly impact the stability of compressor operation. In this study …

Physics-informed deep learning cascade loss model

Y Feng, X Song, W Yuan, H Lu - Aerospace Science and Technology, 2023 - Elsevier
The design procedure of aero-engine compressor requires empirical models such as
cascade loss model and deviation model. With accurate predictions of basic cascade …

Adjoint based aero-structural design optimisation of a transonic fan blade

C Cuciumita, N Qin, S Shahpar - Proceedings of the …, 2023 - journals.sagepub.com
A novel optimisation process has been proposed in this paper to maximize the aerodynamic
efficiency of a modern fan blade while satisfying the structural constraint imposed by the …

[PDF][PDF] 基于RBF 神经网络的压气机叶片面压力场预测研究

姚明辉, 王兴志, 吴启亮, 牛燕 - 应用数学和力学, 2023 - applmathmech.cn
航空发动机压气机内部流道气流特性复杂, 叶片所处的涡状流场具有高压, 高速,
旋转和非定常等特点, 因此, 亟需高效, 准确地计算和预测压气机叶片复杂流场的气动特性 …

RBF neural network based prediction on blade surface pressure fields in compressors

YAO Minghui, W Xingzhi, WU Qiliang, NIU Yan - 应用数学和力学, 2023 - applmathmech.cn
The airflow characteristics of the internal flow path of an aero-engine compressor are
complex, and the vortex flow field around the blade is characterized by high pressure, high …

A Three-Dimensional Body Force Modeling of Fans in Windmilling Condition and Its Application

Q Kong, W Jia - Aerospace, 2023 - mdpi.com
To investigate the aerodynamic characteristics of the fan in windmilling conditions, a new
body force model with the fan rotational speed prediction model was developed. The fan …

An Improved Body Force Model to Simulate Blade Loading Variation Under Various Operating Conditions in Transonic Axial Flow Compressor

S Liu, T Pan, Q Li - Journal of Turbomachinery, 2024 - asmedigitalcollection.asme.org
In order to analyze the unsteady aerodynamic response of compressors with limited
computational resources, the development of the body force (BF) model has been pursued …

Aero-Propulsive Interaction Analysis of a Distributed Propulsion System Under Windmilling Conditions

W JIA, T Liu, Q Kong, M Wang - Available at SSRN 5014463 - papers.ssrn.com
Distributed propulsion systems have received extensive attention due to their high efficiency,
robust reliability, favorable fuel economy, and excellent noise reduction advantages …