An approach of pondered individual analysis method in aircraft control

Pereira, Bruno; Jafelice, Rosana Sueli da Motta; Finzi, Roberto Mendes

doi:10.1007/s40430-022-03781-8

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Poundered Individual Analysis Inference Methods1

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2024

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Cited by 2 publications

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“…The technique is based on the mathematical translation of each fuzzy proposition composing the rule bases. According to Pereira, Jafelice and Finzi (2022) to perform the PIA method, it is necessary to understand the following nine steps.…”

Section: Poundered Individual Analysis Inference Methodsmentioning

confidence: 99%

A case study on neuro-fuzzy architectures applied to the system identification of a reduced scale fighter aircraft

Sant'Ana,

Finzi Neto

2024

OLEL

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This study investigates different architectures of Neuro-Fuzzy applied to unsteady aerodynamic modeling based on experimental data from a reduced-scale aircraft, known as Generic Future Fighter. The comparison is made considering different fuzzy inference methods, membership function shapes, number of membership functions to describe the input variables and different output functions, in the case of Takagi-Sugeno inference method. All these comparisons are made using the differential evolution as an optimization tool. In the end, the results present the best Neuro-Fuzzy configuration applied to the system identification of the GFF. Furthermore, the conclusion presents insights about the possible future implementation of the methodology.

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Section: Poundered Individual Analysis Inference Methodsmentioning

confidence: 99%