A comparative study of state-of-the-art metaheuristics for solving many-objective optimization problems of fixed wing unmanned aerial vehicle conceptual design

S Anosri, N Panagant, P Champasak… - … Methods in Engineering, 2023 - Springer
The complexity of aircraft design problems increases with many objectives and diverse
constraints, thus necessitating effective optimization techniques. In recent years many new …

Multidisciplinary design optimization of aerial vehicles: A review of recent advancements

A Papageorgiou, M Tarkian, K Amadori… - … Journal of Aerospace …, 2018 - Wiley Online Library
The aim of this paper is to present the most common practices in multidisciplinary design
optimization (MDO) of aerial vehicles over the past decade. The literature sample is …

Aircraft conceptual design using metaheuristic-based reliability optimisation

P Champasak, N Panagant, N Pholdee, GA Vio… - Aerospace Science and …, 2022 - Elsevier
The reliability optimisation methodology is developed to solve a conceptual design problem
of a fixed-wing Unmanned Aerial Vehicle (UAV). The reliability quantification is based on the …

A simulation framework for aircraft take-off considering ground effect aerodynamics in conceptual design

K Abu Salem, G Palaia, MR Chiarelli, M Bianchi - Aerospace, 2023 - mdpi.com
The development of novel aircraft concepts and propulsion technologies requires up-to-date
physics-based methods and tools for conceptual aircraft design. In this context, a simulation …

VortexNet: A Graph Neural Network-Based Multi-Fidelity Surrogate Model for Field Predictions

Y Shen, JT Needels, JJ Alonso - AIAA SciTech 2025 Forum, 2025 - arc.aiaa.org
Aircraft design relies on accurate aerodynamic predictions. High-fidelity (HF) methods, such
as computational fluid dynamics (CFD), provide accurate aerodynamic analyses but are …

Aircraft multidisciplinary design optimization under both model and design variables uncertainty

L Jaeger, C Gogu, S Segonds, C Bes - Journal of Aircraft, 2013 - arc.aiaa.org
Low-fidelity analytical models are often used at the conceptual aircraft design stage.
Because of uncertainties on these models and their corresponding input variables …

Quantifying and mitigating uncertainties in design optimization including off-the-shelf components: Application to an electric multirotor UAV

F Pollet, M Budinger, S Delbecq, JM Moschetta… - Aerospace Science and …, 2023 - Elsevier
This article proposes an approach to quantify and manage uncertainty in the conceptual
design of aerial vehicles. A growing number of aerial vehicles, such as unmanned aerial …

Uncertainty-based MDO for aircraft conceptual design

HU Park, JW Lee, J Chung, K Behdinan - Aircraft Engineering and …, 2015 - emerald.com
Purpose–The purpose of this paper is to study the consideration of uncertainty from analysis
modules for aircraft conceptual design by implementing uncertainty-based design …

Possibility-based multidisciplinary optimisation for electric-powered unmanned aerial vehicle design

NV Nguyen, JW Lee, M Tyan, D Lee - The Aeronautical Journal, 2015 - cambridge.org
This paper describes a possibility-based multidisciplinary optimisation for electric-powered
unmanned aerial vehicles (UAVs) design. An in-house integrated UAV (iUAV) analysis …

Multistage reliability-based design optimization and application to aircraft conceptual design

T Nam, DN Mavris - Journal of Aircraft, 2018 - arc.aiaa.org
A new proposal for formulating reliability-based design optimization problems, named the
multistage reliability-based design optimization approach, is presented. The classical …