Uncertainty quantification in dynamic modeling of pole vaultusing a non-intrusive polynomial chaos approach

Автор: El Mrimar O., Bendaou O., Samoudi B., El Haddad Z.

Журнал: Российский журнал биомеханики @journal-biomech

Статья в выпуске: 3 (105) т.28, 2024 года.

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Various stochastic techniques have been developed to account for uncertainties in analyzing the random nature of input parameters within mechanical systems. In this research, we employ the non-intrusive polynomial chaos method (NIPC) to evaluate the dynamic responses of a mass-spring configuration, resembling an inverted pendulum that simulates pole vaulting by incorporating uncertainties related to various parameters. In addition, the effectiveness of the NIPC is described and approved to allow demonstrating how these uncertain parameters affect the performance of the vault in conjunction with the Monte Carlo (MC) method. The results obtained from the NIPC method for uncertainty quantification (UQ) are compared with those obtained using the MC reference approach. These results produced by the NIPC method demonstrate remarkable concordance with the solutions derived from the reference method. In general, the proposed NIPC method proves to be an effective solution for mitigating problem complexity, reducing computational time, obtaining uncertainty quantification of dynamic responses of the model for pole vaulting.

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Non-intrusive polynomial chaos method, monte carlo method, uncertainty quantification, stochastic parameters, pole vaulting

Короткий адрес: https://sciup.org/146282983

IDR: 146282983   |   DOI: 10.15593/RZhBiomeh/2024.3.10

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