Time-varying Linear Reduced Order Model for Hypersonic Aerothermoelastic Analysis

Damien Guého

Abstract

The coupled analysis between the flight dynamics, structural dynamics, heat transfer, and hypersonic aerothermodynamics, viz. AeroThermoServoElasticity (ATSE), is a key ingredient for evaluating the performance, stability, and reliability of hypersonic vehicles. A thorough performance analysis for ATSE is computationally intractable with high fidelity models for each discipline. Hence, there is a need to develop accurate reduced order models (ROM) for aerothermodynamics as well as thermoelasticity. This work exploits the latest advances in dynamic system theory to develop a reduced order model for aerothermoelastic analysis. The Time-Varying Eigensystem Realization Algorithm (TVERA) is used to identify a linear time varying (LTV) model from a high fidelity computational framework with guaranteed observability. The simulations performed show a good agreement between the reduced-order and high fidelity models.

Publication
2021 AIAA SciTech Forum and Exposition, Virtual
Click the Cite button above to import publication metadata into your reference management software.
Damien Guého
Damien Guého
Aerospace Engineer

My research interests include data-driven modeling and system identification, analysis of complex dynamical systems, stochastic analysis and uncertainty quantification.