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Communication Dans Un Congrès Année : 2010

Probabilistic model identification of uncertainties for the bit-rock interaction model (local nonlinearity) of a drill-string system

Résumé

This paper deals with a procedure to perform the identification of the probabilistic model of uncertainties for the bit-rock interaction model of a drill-string system. The bit-rock interaction model is represented by a nonlinear constitutive equation, whose uncertainties are modeled using the nonparametric probabilistic approach. The identification of the parameter of this probabilistic model is carried out using the Maximum Likelihood method together with a statistical reduction in the frequency domain using the Principal Component Analysis. This is the first time that a procedure is proposed to identify the probabilistic model, in the context of drill-string dynamics.
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Dates et versions

hal-00699791 , version 1 (21-05-2012)

Identifiants

  • HAL Id : hal-00699791 , version 1

Citer

T.G. Ritto, Christian Soize, R. Sampaio. Probabilistic model identification of uncertainties for the bit-rock interaction model (local nonlinearity) of a drill-string system. ECCOMAS Conference on Computational Mechanics, Solids, Structures and Coupled Problems in Engineering (ECCM-2010), Jun 2010, Paris, France. pp.1-2. ⟨hal-00699791⟩
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