Multi-objective design optimization for high-lift aircraft configurations supported by surrogate modeling [PDF]
Nowadays, the competition among airlines seriously depend upon the saving operating costs, with the premise that not to degrade its services quality.
Li, Daxin
core +7 more sources
Optimization of UAV Airfoil Based on Improved Particle Swarm Optimization Algorithm
Airfoil optimization is an essential task in the aerodynamic layout design of the unmanned aerial vehicle (UAV). An objective optimization function was constructed based on the airfoil power factor and handling stability at various attack angles.
Tieying Jiang, Liang Jiang
doaj +1 more source
Machine Learning Assisted Prediction of Airfoil Lift-to-Drag Characteristics for Mars Helicopter
The aerodynamic properties of rotor systems operating within low Reynolds number flow field conditions are profoundly influenced by their geometric and flight parameters.
Pengyue Zhao +5 more
doaj +1 more source
In order to improve the fine optimization technology of flow measurement facilities in irrigation areas, the hydraulic characteristics optimization system of an airfoil pillar-shaped flume is constructed.
Zhanqi Song +3 more
doaj +1 more source
Single-Objective Optimal Design of a High-Performance Wind Turbine Airfoil Family
The development of high-performance wind turbine blade airfoil families is an important research topic in wind power generation technology. Using the NACA63 series airfoil as the initial airfoil, the XFOIL software based on the panel method is used to ...
Zhaohuang Zhang +3 more
doaj +1 more source
Based on the application requirements of a small hand-launched solar-powered unmanned aerial vehicle (UAV) in flying wing configuration, the optimization design of the low Reynolds number (LRN) reflexed airfoil is carried out in this study to meet ...
WANG Kelei, ZHOU Zhou, GUO Jiahao, XU De
doaj +1 more source
Aeroacoustic airfoil shape optimization enhanced by autoencoders
We present a framework for airfoil shape optimization to reduce the trailing edge noise for the design of wind turbine blades. Far-field noise is evaluated using Amiet's theory coupled with the TNO-Blake model to calculate the wall pressure spectrum and fast turn-around XFOIL simulations to evaluate the boundary layer parameters.
Kou, Jiaqing +6 more
openaire +3 more sources
Application of Nontraditional Optimization Techniques for Airfoil Shape Optimization [PDF]
The method of optimization algorithms is one of the most important parameters which will strongly influence the fidelity of the solution during an aerodynamic shape optimization problem. Nowadays, various optimization methods, such as genetic algorithm (GA), simulated annealing (SA), and particle swarm optimization (PSO), are more widely employed to ...
Mukesh, R +2 more
openaire +3 more sources
Robust Optimization of Natural Laminar Flow Airfoil Based on Random Surface Contamination
Natural laminar-flow (NLF) airfoils are one of the most promising technologies for extending the range and endurance of aircrafts. However, there is a lack of methods for the optimization of airfoils based on the surface contamination that destroys the ...
Shunshun Wang, Zheng Guo
doaj +1 more source
A novel shape optimization method using knot insertion algorithm in B-spline and its application to transonic airfoil design [PDF]
A new method using the cubic B-spline curves with nominal uniform knot set to parameterize the geometry is proposed to deal with shape optimization problems.
Xu, B. +4 more
core +1 more source

