Guocheng Tao
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View article: An Improved Multi-Objective Grey Wolf Optimizer for Aerodynamic Optimization of Axial Cooling Fans
An Improved Multi-Objective Grey Wolf Optimizer for Aerodynamic Optimization of Axial Cooling Fans Open
This paper introduces an improved multi-objective grey wolf optimizer (IMOGWO) and demonstrates its application to the aerodynamic optimization of an axial cooling fan. Building upon the traditional multi-objective grey wolf optimizer (MOG…
View article: Sensitivity analysis and multi-objective robust design optimization of compact aero-engine nacelles
Sensitivity analysis and multi-objective robust design optimization of compact aero-engine nacelles Open
Future civil aero-engines are expected to feature larger bypass ratios and fan diameters to reduce specific thrust and improve propulsive efficiency, thereby lowering specific fuel consumption. These new configurations introduce design cha…
View article: Inverse Design of Transonic Airfoils Using Denoising Diffusion Probabilistic Models
Inverse Design of Transonic Airfoils Using Denoising Diffusion Probabilistic Models Open
Inverse design offers significant advantages in aerodynamic design, such as improved performance and efficiency. In this paper, a denoising diffusion probabilistic model (DDPM) is adopted as a generative model to produce pressure coefficie…
View article: Toward Exascale Computation for Turbomachinery Flows
Toward Exascale Computation for Turbomachinery Flows Open
A state-of-the-art large eddy simulation code has been developed to solve compressible flows in turbomachinery. The code has been engineered with a high degree of scalability, enabling it to effectively leverage the many-core architecture …
View article: Towards Exascale Computation for Turbomachinery Flows
Towards Exascale Computation for Turbomachinery Flows Open
A state-of-the-art large eddy simulation code has been developed to solve compressible flows in turbomachinery. The code has been engineered with a high degree of scalability, enabling it to effectively leverage the many-core architecture …
View article: Effects of High Temperatures on the Performance of Carbon Fiber Reinforced Polymer (CFRP) Composite Cables Protected with Fire-Retardant Materials
Effects of High Temperatures on the Performance of Carbon Fiber Reinforced Polymer (CFRP) Composite Cables Protected with Fire-Retardant Materials Open
In this study, the safe critical temperature that can be tolerated by CFRP tendons under normal working conditions was derived through tensile tests at room and high temperatures. Next, the times required to reach a safe critical temperatu…
View article: The heat transfer characteristic of the reactor coolant pump canned motor
The heat transfer characteristic of the reactor coolant pump canned motor Open
This paper deals with the heat transfer characteristic of the reactor coolant pump canned motor. The cooling of the canned motor is an important issue for the design of the pump. In order to analyze the heat transfer characteristic of the …