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portada Nonlinear System Identification for Aeroelastic Systems with Application to Experimental Data
Type
Physical Book
Author
Publisher
Language
English
Pages
34
Format
Paperback
Dimensions
24.6x18.9x0.2 cm
Weight
0.08 kg.
ISBN13
9781289236632
Categories

Nonlinear System Identification for Aeroelastic Systems with Application to Experimental Data

Nasa Technical Reports Server (Ntrs) (Author) · Sunil L. Kukreja (Author) · Bibliogov · Paperback

Nonlinear System Identification for Aeroelastic Systems with Application to Experimental Data - Kukreja, Sunil L. ; Nasa Technical Reports Server (Ntrs)

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Synopsis "Nonlinear System Identification for Aeroelastic Systems with Application to Experimental Data"

Representation and identification of a nonlinear aeroelastic pitch-plunge system as a model of the Nonlinear AutoRegressive, Moving Average eXogenous (NARMAX) class is considered. A nonlinear difference equation describing this aircraft model is derived theoretically and shown to be of the NARMAX form. Identification methods for NARMAX models are applied to aeroelastic dynamics and its properties demonstrated via continuous-time simulations of experimental conditions. Simulation results show that (1) the outputs of the NARMAX model closely match those generated using continuous-time methods, and (2) NARMAX identification methods applied to aeroelastic dynamics provide accurate discrete-time parameter estimates. Application of NARMAX identification to experimental pitch-plunge dynamics data gives a high percent fit for cross-validated data.

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