Development of a new expression for predicting wet steam loss coefficient in steam turbines based on CFD and symbolic regression
A significant portion of the total losses in steam turbines is attributed to the thermodynamic
losses of wet steam flow, which makes its prediction crucial in the design process. The …
losses of wet steam flow, which makes its prediction crucial in the design process. The …
CycleMLP++: An efficient and flexible modeling framework for subsonic airfoils
K Zuo, Z Ye, L Zhu, X Yuan, W Zhang - Expert Systems with Applications, 2024 - Elsevier
Artificial intelligence techniques are considered an effective means to accelerate flow field
simulations. However, current deep learning methods struggle to achieve generalization to …
simulations. However, current deep learning methods struggle to achieve generalization to …
[HTML][HTML] Aerodynamic shape optimization of NACA airfoils based on a novel unconstrained conjugate gradient algorithm
SM Fakhari, H Mrad - Journal of Engineering Research, 2024 - Elsevier
Airfoils are key factors in maximizing the efficiency of turbomachinery. The ideal
configuration of the airfoil is engineered to produce significant lift while minimizing drag, all …
configuration of the airfoil is engineered to produce significant lift while minimizing drag, all …
Efficient aerodynamic shape optimization by using unsupervised manifold learning to filter geometric features
L Ma, XJ Wu, WW Zhang - Engineering Applications of …, 2024 - Taylor & Francis
Many aerodynamic shape optimization methods often focus on utilizing the end-to-end
relationship between design variables and aerodynamic performance to find the optimal …
relationship between design variables and aerodynamic performance to find the optimal …
Kriging and Radial Basis Function Models for Optimized Design of UAV Wing Fences to Reduce Rolling Moment
MH Moghimi Esfand-Abadi… - … Journal of Intelligent …, 2024 - Wiley Online Library
In the present study, the effects of the wing fence on the wing tip vortices and control
surfaces located at the tip of the wing in a flying wing aircraft have been investigated using a …
surfaces located at the tip of the wing in a flying wing aircraft have been investigated using a …
Effect of disturbing flow ring on hydrodynamic cavitation characteristics of self-excited oscillating cavitation used for RB degradation
This study developed an innovative structure known as the Disturbed flow Self-excited
oscillating cavitator (DF-SEOC) to enhance cavitation performance and improve wastewater …
oscillating cavitator (DF-SEOC) to enhance cavitation performance and improve wastewater …
QLingNet: An efficient and flexible modeling framework for subsonic airfoils
K Zuo, Z Ye, L Zhu, X Yuan, W Zhang - arXiv preprint arXiv:2405.08248, 2024 - arxiv.org
Artificial intelligence techniques are considered an effective means to accelerate flow field
simulations. However, current deep learning methods struggle to achieve generalization to …
simulations. However, current deep learning methods struggle to achieve generalization to …
Multi-fidelity Surrogate Model Based Wind Tunnel Structure Design Optimization
Y Yisheng, Y Zeyuan, Y Xiqiang, Y Sijie… - 2024 16th …, 2024 - ieeexplore.ieee.org
Wind tunnels are large-scale ground test facilities to conduct aerodynamic characteristic
tests on various types of aerospace vehicles, advanced rail transport, and large buildings …
tests on various types of aerospace vehicles, advanced rail transport, and large buildings …