2016
DOI: 10.1155/2016/3586230
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Kriging Surrogate Models for Predicting the Complex Eigenvalues of Mechanical Systems Subjected to Friction-Induced Vibration

Abstract: This study focuses on the kriging based metamodeling for the prediction of parameter-dependent mode coupling instabilities. The high cost of the currently used parameter-dependent Complex Eigenvalue Analysis (CEA) has induced a growing need for alternative methods. Hence, this study investigates capabilities of kriging metamodels to be a suitable alternative. For this aim, kriging metamodels are proposed to predict the stability behavior of a four-degree-of-freedom mechanical system submitted to friction-induc… Show more

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Cited by 19 publications
(30 citation statements)
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“…In order to analyze multi-instabilities and nonlinear friction-induced vibrations, a phenomenological lumped self-excited model was originally proposed by Dakel and Sinou [16] and then used to test new numerical strategies to predict brake squeal by Denimal et al [17,18]. This four-degrees-of-freedom model (see Figure 1) corresponds to an extension of the two-degrees-of-freedom model proposed by Hulten [19,20].…”
Section: Mechanical System Under Studymentioning
confidence: 99%
“…In order to analyze multi-instabilities and nonlinear friction-induced vibrations, a phenomenological lumped self-excited model was originally proposed by Dakel and Sinou [16] and then used to test new numerical strategies to predict brake squeal by Denimal et al [17,18]. This four-degrees-of-freedom model (see Figure 1) corresponds to an extension of the two-degrees-of-freedom model proposed by Hulten [19,20].…”
Section: Mechanical System Under Studymentioning
confidence: 99%
“…To the knowledge of the authors, this case has never been considered in the past. As for the primary system, the retained model, a simple 4-DOF friction system involving two unstable modes, has been introduced in [32] and used in [33] to illustrate different stability behaviors characterized by mode coupling having coalescence patterns. Based on the procedure presented in [22], we provide an analytic framework for characterizing the response regimes.…”
Section: Introductionmentioning
confidence: 99%
“…Modal analysis is widely used in many fields such as architecture, bridges, and vehicles to extract the vibration modes of structures [13][14][15][16][17][18][19][20]. Experimental modal testing is an important type of modal analysis and has rapidly developed in recent years.…”
Section: Introductionmentioning
confidence: 99%