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Stochastic response analysis for nonlinear vibration systems with adjustable stiffness property under random
1School of Mechanical Engineering, University of Shanghai for Science and Technology, Shanghai, P. R. China.
A new numerical method analyzes random responses in nonlinear vibration systems with adjustable stiffness. This approach accurately predicts system behavior under Gaussian white noise excitation, outperforming existing methods.
Area of Science:
- Mechanical Engineering
- Applied Mathematics
- Nonlinear Dynamics
Background:
- Nonlinear vibration systems with adjustable stiffness are crucial for broadband applications.
- Analyzing random responses in these systems under excitation is challenging.
Purpose of the Study:
- To propose a novel numerical method for analyzing the random responses of stochastic dynamical systems with adjustable stiffness.
- To provide an efficient and accurate tool for evaluating system behavior under Gaussian white noise excitation.
Main Methods:
- Derivation of a multi-dimensional Fokker-Plank-Kolmogorov equation based on diffusion process theory.
- Solving the equation using a splitting method to obtain stationary probability densities and mean-square responses.
- Validation through application to energy harvesting and Duffing systems with Dahl friction.
Main Results:
- The proposed splitting method accurately predicts stationary probability densities and mean-square responses.
- Effective for both monostable and bistable systems, even under strong excitation.
- Demonstrated superiority over Monte-Carlo simulations and other mainstream methods in terms of accuracy and efficiency.
Conclusions:
- The splitting method offers an efficient and robust approach for random response analysis of nonlinear vibration systems with adjustable stiffness.
- The method is suitable for higher-dimensional problems with advantages in implementation and storage.
- This procedure significantly advances the evaluation of stochastic nonlinear systems.
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