A novel method for the non-parametric identification of nonlinear restoring forces in nonlinear vibrations based on response data: a dissipative nonlinear dynamical system
T.S. Jang
Abstract
T.S. Jang
Abstract
This study expands on the previous work that developed an identification method for a ‘conservative system’. By extending the method to a nonconservative nonlinear system, the approach proposed herein enables the identification of the functional form of the nonlinear restoring forces in a general dissipative system based on measured response data. It does not depend on a priori information about the type of model to identify the nonlinear restoring forces. The workability of the proposed method is verified through numerical experiments.
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This study expands on the previous work that developed an identification method for a ‘conservative system’. By extending the method to a nonconservative nonlinear system, the approach proposed herein enables the identification of the functional form of the nonlinear restoring forces in a general dissipative system based on measured response data. It does not depend on a priori information about the type of model to identify the nonlinear restoring forces. The workability of the proposed method is verified through numerical experiments.
Key concepts: Restoring force, Nonlinear system, Dissipative system, A priori and a posteriori, Parametric statistics, Control theory (sociology), Identification (biology), Nonlinear system identification