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2018 | OriginalPaper | Buchkapitel

A Polynomial Chaos Method for the Analysis of the Dynamic Response of a Gear Friction System

verfasst von : Ahmed Guerine, Abdelkhalak El Hami

Erschienen in: Design and Modeling of Mechanical Systems—III

Verlag: Springer International Publishing

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Abstract

In this paper, we propose a new approach for taking into account uncertainties based on the projection on polynomial chaos method. The new approach is used to determine the dynamic response of a one-stage spur gear system modeled by eight degrees of freedom in the presence of friction coefficient between teeth that admits some dispersion. Therefore, it becomes necessary to take this uncertainty into account in the stability analysis of gear system to ensure robust predictions of stable and instable behaviors. The simulation results are obtained by the polynomial chaos approach for the dynamic analysis of a one-stage spur gear system with the uncertainty associated with friction coefficient on the teeth contact. The proposed approach is an efficient probabilistic tool for uncertainty propagation. The polynomial chaos results are compared with Monte Carlo simulations. The main results of the present study show that the polynomial chaos may be an efficient tool to take into account the dispersions of the friction coefficient of a one-stage spur gear system.

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Literatur
Zurück zum Zitat Beyaoui M, Guerine A, Walha L, El Hami A, Fakhfakh T, Haddar M (2016) Dynamic behavior of the one-stage gear system with uncertainties. Struct Eng Mech 58(3):443–458 Beyaoui M, Guerine A, Walha L, El Hami A, Fakhfakh T, Haddar M (2016) Dynamic behavior of the one-stage gear system with uncertainties. Struct Eng Mech 58(3):443–458
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Zurück zum Zitat Blanchard E, Sandu A, Sandu C (2010) Polynomial chaos-based parameter estimation methods applied to vehicle system. Proc. Inst Mech Eng Part K J Multi-Body Dyn 224:59–81 Blanchard E, Sandu A, Sandu C (2010) Polynomial chaos-based parameter estimation methods applied to vehicle system. Proc. Inst Mech Eng Part K J Multi-Body Dyn 224:59–81
Zurück zum Zitat Fishman GS (1996) Monte carlo, concepts, algorithms and applications, 1st edn. Springer Fishman GS (1996) Monte carlo, concepts, algorithms and applications, 1st edn. Springer
Zurück zum Zitat Guerine A, Driss Y, Beyaoui M, Walha L, Fakhfakh T, Haddar M (2014) A polynomial chaos method for the analysis of uncertain spur gear system. In: Mechatronic systems: theory and applications, pp 89–97 Guerine A, Driss Y, Beyaoui M, Walha L, Fakhfakh T, Haddar M (2014) A polynomial chaos method for the analysis of uncertain spur gear system. In: Mechatronic systems: theory and applications, pp 89–97
Zurück zum Zitat Guerine A, El Hami A, Walha L, Fakhfakh T, Haddar M (2015a) A perturbation approach for the dynamic analysis of one stage gear system with uncertain parameters. Mech Mach Theory 92:113–126CrossRef Guerine A, El Hami A, Walha L, Fakhfakh T, Haddar M (2015a) A perturbation approach for the dynamic analysis of one stage gear system with uncertain parameters. Mech Mach Theory 92:113–126CrossRef
Zurück zum Zitat Guerine A, El Hami A, Fakhfakh T, Haddar M (2015b) A polynomial chaos method to the analysis of the dynamic behavior of spur gear system. Struct Eng Mech Int J 53:819–831CrossRef Guerine A, El Hami A, Fakhfakh T, Haddar M (2015b) A polynomial chaos method to the analysis of the dynamic behavior of spur gear system. Struct Eng Mech Int J 53:819–831CrossRef
Zurück zum Zitat Guerine A, El Hami A, Walha L, Fakhfakh T, Haddar M (2016a) A polynomial chaos method for the analysis of the dynamic behavior of uncertain gear friction system. Eur J Mech A/Solids 59:76–84MathSciNetCrossRef Guerine A, El Hami A, Walha L, Fakhfakh T, Haddar M (2016a) A polynomial chaos method for the analysis of the dynamic behavior of uncertain gear friction system. Eur J Mech A/Solids 59:76–84MathSciNetCrossRef
Zurück zum Zitat Guerine A, El Hami A, Walha L, Fakhfakh T, Haddar M (2016b) Dynamic response of a spur gear system with uncertain parameters. J Theor Appl Mech 54(3):1039–1049CrossRef Guerine A, El Hami A, Walha L, Fakhfakh T, Haddar M (2016b) Dynamic response of a spur gear system with uncertain parameters. J Theor Appl Mech 54(3):1039–1049CrossRef
Zurück zum Zitat Guerine A, El Hami A (2016) Uncertainty analysis of one stage gear system using interval analysis method. In: 2016 4th IEEE international colloquium on information science and technology (CiSt), pp 670–674 Guerine A, El Hami A (2016) Uncertainty analysis of one stage gear system using interval analysis method. In: 2016 4th IEEE international colloquium on information science and technology (CiSt), pp 670–674
Zurück zum Zitat Guerine A, El Hami A, Walha L, Fakhfakh T, Haddar M (2017) Dynamic response of wind turbine gear system with uncertain-but-bounded parameters using interval analysis method. Renew Energ 113:679–687 Guerine A, El Hami A, Walha L, Fakhfakh T, Haddar M (2017) Dynamic response of wind turbine gear system with uncertain-but-bounded parameters using interval analysis method. Renew Energ 113:679–687
Zurück zum Zitat Lindsley NJ, Beran PS (2005) Increased efficiency in the stochastic interrogation of an uncertain nonlinear aeroelastic system. In: International forum on aeroelasticity and structural dynamics, Munich, Germany, June Lindsley NJ, Beran PS (2005) Increased efficiency in the stochastic interrogation of an uncertain nonlinear aeroelastic system. In: International forum on aeroelasticity and structural dynamics, Munich, Germany, June
Zurück zum Zitat Papadrakakis M, Papadopoulos V (1999) Parallel solution methods for stochastic finite element analysis using Monte Carlo simulation. Comput Methods Appl Mech Eng 168:305–320CrossRefMATH Papadrakakis M, Papadopoulos V (1999) Parallel solution methods for stochastic finite element analysis using Monte Carlo simulation. Comput Methods Appl Mech Eng 168:305–320CrossRefMATH
Metadaten
Titel
A Polynomial Chaos Method for the Analysis of the Dynamic Response of a Gear Friction System
verfasst von
Ahmed Guerine
Abdelkhalak El Hami
Copyright-Jahr
2018
DOI
https://doi.org/10.1007/978-3-319-66697-6_87

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