Validating the Multidimensional Spline Based Global Aerodynamic Model for the Cessna Citation II

Validating the Multidimensional Spline Based Global Aerodynamic Model for the Cessna Citation II

De Visser, C.C.
Mulder, J.A.

Aerospace Engineering

Control & Operations

2011-08-08

The validation of aerodynamic models created using flight test data is a time consuming and often costly process. In this paper a new method for the validation of global nonlinear aerodynamic models based on multivariate simplex splines is presented. This new method uses the unique properties of the multivariate simplex splines, a recent type of of multivariate spline, to speedup the process of aerodynamic model validation. Multivariate simplex splines are defined on non-rectangular domains and can be used to accurately fit scattered nonlinear datasets in any number of dimensions. The simplex splines consist of piecewise defined, ordinary multivariate polynomials with a predefined continuity between neighboring polynomial pieces. A recent method for nonlinear system identification based on multivariate simplex splines was used to create a global nonlinear aerodynamic model of the Cessna Citation II laboratory aircraft operated by the Delft University of Technology. In this paper, the multivariate spline based aerodynamic model for the pitching moment coefficient will be validated using both a model residual analysis as well as a statistical model quality analysis. It will be demonstrated that these new analysis methods, which are both unique to the multivariate simplex splines, provide a highly efficient and powerful new method for aerodynamic model validation.

http://resolver.tudelft.nl/uuid:fa6f33db-ebf6-4ec0-9b1d-b87abdba1e23

https://doi.org/10.2514/6.2011-6356

American Institute of Aeronautics and Astronautics (AIAA)

978-1-62410-153-3

AIAA Atmospheric Flight Mechanics Conference, Portland, USA, 8-11 August 2011; AIAA 2011-6356

Institutional Repository

conference paper

© 2011 American Institute of Aeronautics and Astronautics