Sensitivity Analysis for Elastic Hysteresis Damping in the Time Domain and for Other Damping Models

Document Type : Research Paper

Authors
1 Institute of Mathematics, Faculty of Technical Physics, Information Technology and Applied Mathematics, Lodz University of Technology, Aleje Politechniki 8, 93-590 Lódz, Poland
2 Department of Mathematics, School of Sciences and Humanities, Nazarbayev University, Kabanbay Batyr Ave 53, Astana, 010000, Kazakhstan
3 Department of Mechanical, Materials and Manufacturing Engineering, Faculty of Science and Engineering, University of Nottingham, Ningbo, China
4 Departamento de Matematica Aplicada a las TIC, ETS de Ingenieria de Sistemas Informaticos, Universidad Politecnica de Madrid, Spain
Abstract
This research is concerned with the application of sensitivity analysis to various damping force formulas within the context of hysteretic dynamic models. The damping force formulas analyzed in this study are defined for the following models: the single-degree-of-freedom (SDOF) dynamic model, the multiple-degrees-of-freedom (MDOF) dynamic model, the viscous model, Collar’s model, Reid’s model, and the convolutional model. Through the implementation of sensitivity analysis, i.e. the Sobol method, we have identified the two most critical factors that exhibit the greatest variance among the input parameters influencing the damping force formulas for these dynamic models.
Keywords
Subjects

Publisher’s Note Shahid Chamran University of Ahvaz remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.

[1] Spitas, C., Dwaikat, M., Spitas, V., Effect of the elastic hysteresis term formulation and response to non-harmonic periodic excitations of a non-linear sdof dynamical model with weak frequency-dependency in the time domain, Proceedings of the Institution of Mechanical Engineers, Part C: Journal of Mechanical Engineering Science, 235(20), 2021, 4637–4647.
[2] Dwaikat, M., Spitas, C., Spitas, V., A non-linear model for elastic hysteresis in the time domain: Implementation for multiple degrees of freedom, Proceedings of the Institution of Mechanical Engineers, Part C: Journal of Mechanical Engineering Science, 235(20), 2021, 4612–4624.
[3] Kimball, A., Lovell, D., Internal friction in solids, Physical Review, 30(6), 1927, 948.
[4] Evelyn, R., Bishop, D., The treatment of damping forces in vibration theory, The Aeronautical Journal, 59(539), 1955, 738–742.
[5] Neumark, S., Concept of complex stiffness applied to problems of oscillations with viscous and hysteretic damping, R.A.E. Report No. Aero. 2592—A.R.C., 20, 1957, 038.
[6] Reid, T., Free vibration and hysteretic damping, The Aeronautical Journal, 60(544), 1956, 283.
[7] Biot, M., Theory of deformation of a porous viscoelastic anisotropic solid, Journal of Applied Physics, 27(5), 1956, 459–467.
[8] Inaudi , J., Kelly, J., Linear hysteretic damping and the hilbert transform, Journal of Engineering Mechanics, 121(5), 1995, 626–632.
[9] Muravskii, G., On frequency independent damping, Journal of Sound and Vibration, 274(3-5), 2004, 653–668.
[10] Huang, Y., Sturt, R., Willford, M., A damping model for nonlinear dynamic analysis providing uniform damping over a frequency range, Computers & Structures, 212, 2019, 101–109.
[11] Saltelli, A., Tarantola, S., Campolongo, F., Sensitivity analysis as an ingredient of modeling, Statistical Science, 15(4), 2000, 377-395.
[12] Asghari, H., Topol, H., Markert, B.,, Merodio, J., Application of sensitivity analysis in extension, inflation, and torsion of residually stressed circular cylindrical tubes, Probabilistic Engineering Mechanics, 73, 2023, 103469.
[13] Asghari, H., Topol, H., Markert, B., Merodio, J., Application of the extended Fourier amplitude sensitivity testing (FAST) method to inflated, axial stretched, and residually stressed cylinders, Applied Mathematics and Mechanics (English Edition), 44(12), 2023, 2139-2162.
[14] Asghari, H., Topol, H., Lacalle, J., Merodio, J., Sensitivity analysis of an inflated and extended fiber reinforced membrane with different natural configurations of its constituents, Mathematics and Mechanics of Solids, 30(4), 2024, 942-978.
[15] Asghari, H., Topol, H., Lacalle, J., Merodio, J., Sensitivity analysis of fibrous thick-walled tubes with mechano-sensitive remodeling fibers in homeostasis, Acta Mechanica, 235(9), 2024, 5727–5745.
[16] Asghari, H., Miller, L., Penta, R., Merodio, J., On an isotropic porous solid cylinder: the analytical solution and sensitivity analysis of the pressure, Applied Mathematics and Mechanics, 45(9), 2024, 1499–1522.
[17] Bishop, R., The general theory of “hysteretic damping”, Aeronautical Quarterly, 7(1), 1956, 60-70.
[18] Myklestad., N., The concept of complex damping, American Society of Mechanical Engineers, 1952.
[19] Spitas, C., Dwaikat, M., Spitas, V., Non-linear modelling of elastic hysteretic damping in the time domain, Archives of Mechanics, 72(4), 2020, 323-353.
[20] Ferry, J., Illustrations of viscoelastic behavior of polymeric systems, Viscoelastic Properties of Polymers, 1980, 33-55.
[21] Nashif, A., Jones, D., Henderson, J., Vibration damping, John Wiley & Sons, New York, USA, 1991.
[22] Saltelli, A., Ratto, M., Andres, T., Campologno, F., Cariboni, J., Gatelli, D., Tarantola, S., Global sensitivity analysis: the primer, John Wiley & Sons, 2008.
[23] Saltelli, A., Tarantola, S., Chan, K.S., A quantitative model-independent method for global sensitivity analysis of model output, Technometrics, 41(1), 1999, 39-56.
[24] Efron, B., Strein, C., The jackknife estimate of variance, The Annals of Statistics, 9(3), 1981, 586–596.
[25] Saltelli, A., Making best use of model evaluations to compute sensitivity indices, Computer Physics Communications, 145(2), 2002, 280-297.
[26] Archer, G.E., Saltelli, A., Sobol, I.M., Sensitivity measures, ANOVA-like techniques and the use of bootstrap, Journal of Statistical Computation and Simulation, 58(2), 1997, 99-120.
[27] Sobol, I.M., Sensitivity estimates for nonlinear mathematical models, Mathematical Modelling and Computational Experiments, 1, 1993, 407.
[28] Janon, A., Klein, T., Lagnoux, A., Nodet, M., Prieur, C., Asymptotic normality and efficiency of two Sobol index estimators, ESAIM: Probability and Statistics, 18, 2014, 342-364.
[29] loose, B., Van, D., Devictor, N., Response surfaces and sensitivity analyses for an environmental model of dose calculations, Reliability Engineering and System Safety, 91(10-11), 2006, 1241–1251.
[30] Saltelli, A., Annoni, P., Azzini, I., Campolongo, F., Ratto, M., Tarantola, S., Variance based sensitivity analysis of model output. Design and estimator for the total sensitivity index, Computer Physics Communications, 181(2), 2010, 259-270.
[31] Jansen, M.J., Analysis of variance designs for model output, Computer Physics Communications, 117(1-2), 1999, 35-43.
[32] Puy, A., Piano, S.L., Saltelli, A., Levin, S.A., Sensobol: an R package to compute variance-based sensitivity indices, arXiv preprint arXiv:2101, 2021, 10103.
[33] Liu, R., Owen, A., Estimating mean dimensionality of analysis of variance decompositions, Journal of the American Statistical Association, 101(474), 2001, 712–721.
[34] Johnson, N.L., Kotz, S., Balakrishnan, N., Continuous univariate distributions, Vol. 2, John Wiley & Sons, 1995.
[35] Thomopoulos, N.T., Thomopoulos, N.T.P., Probability distributions, Springer, New York, 2018.
[36] Chen, E., Tumulka, R., Uniform probability distribution over all density matrices, Quantum Studies: Mathematics and Foundations, 9(2), 2022, 225–233.
[37] Dawid, A., Some matrix-variate distribution theory: notational considerations and a bayesian application, Biometrika, 68(1), 1981, 265–274.
[38] Li, S., Zhao, L., He, D., Fan, G., Guo, C., Liu, C., Development of planar 9-dof dynamic model with small damping and natural characteristics sensitivity analysis for a double deck vibrating flip-flow screen, Powder Technology, 448, 2024, 120349.
[39] Anderson, D., Tannehill, J., Pletcher, R., Munipalli, R., Shanka, V., Computational fluid mechanics and heat transfer, CRC Press, 2020.
[40] Kierzkowski, A., Wrobel, J., Milewski, M., Filippatos., A., Sensitivity analysis of unmanned aerial vehicle composite wing structural model regarding material properties and laminate, Drones, 9(2), 2025, 99.
[41] Lin, R.M., Zhu, J., On the relationship between viscous and hysteretic damping models and the importance of correct interpretation for system identification, Journal of Sound and Vibration, 325, 2009, 14-33.