The identification of bushings dynamics is crucial for the development of innovative model-based digital tools, such as for example predictive maintenance or virtual sensing. Quite a few nonlinear modelling techniques have been proposed over the years, which can be suitably used to develop advanced models that capture the linear and nonlinear dynamics of a vast range of mechanical components and materials. Despite this, the experimental identification of bushings dynamics is usually accomplished with the so-called Dynamic Mechanical Analysis (DMA). This technique involves complex measurements based on several time-harmonic tests with different frequencies and amplitudes. This paper proposes a cost-effective time-domain technique for the identification of the non-linear dynamics of bushing elements. A single-test approach is proposed, which significantly cuts the measurement time, but also simplifies the measurement procedure. The proposed identification method is validated experimentally with respect to the frequency-domain DMA-based approach. The parameters of three models, having incremental complexity, are identified using both approaches. Also, three validation tests are used to quantify the accuracy of the proposed approach. The results presented in this paper indicate that, irrespective of the model complexity, the dynamic response of the bushing models identified using the proposed time-domain approach is generally more accurate than those built with the classical DMA-based procedures, particularly for simple models.
A fast Time-domain identification of bushing dynamics
Cosco, Francesco
;Adduci, Rocco;Desmet, Wim;Mundo, Domenico
2025-01-01
Abstract
The identification of bushings dynamics is crucial for the development of innovative model-based digital tools, such as for example predictive maintenance or virtual sensing. Quite a few nonlinear modelling techniques have been proposed over the years, which can be suitably used to develop advanced models that capture the linear and nonlinear dynamics of a vast range of mechanical components and materials. Despite this, the experimental identification of bushings dynamics is usually accomplished with the so-called Dynamic Mechanical Analysis (DMA). This technique involves complex measurements based on several time-harmonic tests with different frequencies and amplitudes. This paper proposes a cost-effective time-domain technique for the identification of the non-linear dynamics of bushing elements. A single-test approach is proposed, which significantly cuts the measurement time, but also simplifies the measurement procedure. The proposed identification method is validated experimentally with respect to the frequency-domain DMA-based approach. The parameters of three models, having incremental complexity, are identified using both approaches. Also, three validation tests are used to quantify the accuracy of the proposed approach. The results presented in this paper indicate that, irrespective of the model complexity, the dynamic response of the bushing models identified using the proposed time-domain approach is generally more accurate than those built with the classical DMA-based procedures, particularly for simple models.I documenti in IRIS sono protetti da copyright e tutti i diritti sono riservati, salvo diversa indicazione.