Aerodynamic reverse engineering design using fuzzy logic

The goal of this paper is to create a solid and efficient design method leveraging a fuzzy logic algorithm. This fuzzy logic system presents a non-analytical structure, facilitating the management of numerical mappings and data obtained by measurements and analytical relations, while also utilising...

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Bibliographic Details
Published in:Journal of physics. Conference series 2024-11, Vol.2893 (1), p.012130
Main Authors: Dambrosio, Lorenzo, Domenico, Naschetti, Pascazio, Giuseppe
Format: Article
Language:English
Subjects:
Algorithms
Design analysis
Design engineering
Design optimization
Fuzzy logic
Information management
Project management
Transonic flow
Online Access:Get full text
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Summary:The goal of this paper is to create a solid and efficient design method leveraging a fuzzy logic algorithm. This fuzzy logic system presents a non-analytical structure, facilitating the management of numerical mappings and data obtained by measurements and analytical relations, while also utilising the knowledge distributed in previous projects. Employing this information, the fuzzy logic algorithm can quickly generate an initial design, serving as a solid foundation for further optimisation. This first-glance solution can be leveraged to generate a few other designs in its neighbourhood that will then constitute the Fuzzy Logic Base of rules for further optimisation. The proposed method’s effectiveness and efficiency are demonstrated through the design of a nozzle for both subsonic and transonic flow conditions.
ISSN:1742-6588
1742-6596
DOI:10.1088/1742-6596/2893/1/012130