This work presents a unique method to forecast flutter (Hopf) bifurcations based on observations of the system only in the pre-bifurcation regime. New techniques are introduced in to enhance prediction accuracy for both low-frequency oscillations and large-dimensional dynamical systems. The method is applied to an aeroelastic system using its response to gust loads. Numerical results demonstrate that the method can predict the post-bifurcation regime accurately for both supercritical and subcritical flutter.
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