Skip to main content
Top

2019 | OriginalPaper | Chapter

Nonlinear Identification Using Polynomial NARMAX Model and a Stability Analysis of an Aeroelastic System

Authors : Raphaela C. M. G. Barbosa, Luiz C. S. Góes, Airton Nabarrete, José M. Balthazar, David F. C. Zúñiga

Published in: Proceedings of DINAME 2017

Publisher: Springer International Publishing

Activate our intelligent search to find suitable subject content or patents.

search-config
loading …

Abstract

This work describes the nonlinear identification applied to an aeroelastic pitch-plunge system using polynomial NARMAX model and a stability analysis. The apparatus is available and consists of a wing typical section with pitch and plunge degrees of freedom. The identification procedure aims to obtain the parameters for the mathematical model including the torsional stiffness as a quadratic polynomial function. The candidate structure to the polynomial model is obtained from discretization of a continuous-time state-space model and the predictions are obtained via the identification procedure using simulated data. The simulation is performed considering the aerodynamics with free stream velocity increased within an established velocity range which includes the flutter phenomenon. In future work, a data acquisition from the experimental apparatus will be performed. The NARMAX model indicates a polynomial function of fourth order for the nonlinearity and a stability analysis, discussed in this work, mapping the nonlinear regions.

Dont have a licence yet? Then find out more about our products and how to get one now:

Springer Professional "Business + Economics & Engineering + Technology"

Online-Abonnement

Springer Professional "Business + Economics & Engineering + Technology" gives you access to:

  • more than 102.000 books
  • more than 537 journals

from the following subject areas:

  • Automotive
  • Construction + Real Estate
  • Business IT + Informatics
  • Electrical Engineering + Electronics
  • Energy + Sustainability
  • Finance + Banking
  • Management + Leadership
  • Marketing + Sales
  • Mechanical Engineering + Materials
  • Insurance + Risk


Secure your knowledge advantage now!

Springer Professional "Engineering + Technology"

Online-Abonnement

Springer Professional "Engineering + Technology" gives you access to:

  • more than 67.000 books
  • more than 390 journals

from the following specialised fileds:

  • Automotive
  • Business IT + Informatics
  • Construction + Real Estate
  • Electrical Engineering + Electronics
  • Energy + Sustainability
  • Mechanical Engineering + Materials





 

Secure your knowledge advantage now!

Literature
This content is only visible if you are logged in and have the appropriate permissions.
Metadata
Title
Nonlinear Identification Using Polynomial NARMAX Model and a Stability Analysis of an Aeroelastic System
Authors
Raphaela C. M. G. Barbosa
Luiz C. S. Góes
Airton Nabarrete
José M. Balthazar
David F. C. Zúñiga
Copyright Year
2019
DOI
https://doi.org/10.1007/978-3-319-91217-2_7

Premium Partners