K. Swannet
5 records found
1
Authored
A design can only be as good as its mathematical representation. In engineering design optimization, the chosen method of parameterization can have significant impact on the outcomes. This paper introduces a novel methodology for airfoil design parameterization utilizing variatio
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The present paper shows the main characteristic of a numerical
simulation tool, developed in the framework of the European H2020
project MAHEPA, to estimate optimal flight performance of a generic
aircraft featuring a Hybrid powertrain. The purpose of the study is to
determin
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The paper focusses on a methodology developed to determine both mission parameters and power management for a generic Hybrid aircraft in such a way its energy consumption and/or flight time can be minimised. In fact the system dynamics of a Hybrid aircraft has generally one or mo
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Contributed
In this paper, the Proximal Policy Optimization (PPO) algorithm is used to perform a constrained wing shape optimization. The PPO algorithm is a Machine Learning (ML) algorithm that improves itself by repeatedly performing the same optimization and learning from its results. The
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