This D.Sc. thesis proposes new perspectives for modeling drill string torsional dynamics under uncertainties. This work develops a novel stochastic hysteretic (nonreversible) bit-rock interaction model. Firstly, a new nominal interaction model, which depends not only on the bit speed, but also on the bit acceleration is developed. Then, a new stochastic model for the bit-rock interaction, taking into account the inherent fluctuations during the drilling, is also proposed. Furthermore, here a new test-rig is proposed to analyze drill string dynamics and bit-rock interaction, which is able to reproduce stick-slip phenomena while drilling a rock sample using standard masonry bits, as well as to validate bit-rock interaction models. An original strategy for modeling uncertainties globally, based on terms of the nonparametric probabilistic approach, considering a simple torsional model for a drill string, is also proposed herein. This strategy allows to control the dispersion level of each interior and interface DOFs of each drill string substructure independently, which can provide more information to improve the operational safety. / This D.Sc. thesis proposes new perspectives for modeling drill string torsional dynamics under uncertainties. This work develops a novel stochastic hysteretic (nonreversible) bit-rock interaction model. Firstly, a new nominal interaction model, which depends not only on the bit speed, but also on the bit acceleration is developed. Then, a new stochastic model for the bit-rock interaction, taking into account the inherent fluctuations during the drilling, is also proposed. Furthermore, here a new test-rig is proposed to analyze drill string dynamics and bit-rock interaction, which is able to reproduce stick-slip phenomena while drilling a rock sample using standard masonry bits, as well as to validate bit-rock interaction models. An original strategy for modeling uncertainties globally, based on terms of the nonparametric probabilistic approach, considering a simple torsional model for a drill string, is also proposed herein. This strategy allows to control the dispersion level of each interior and interface DOFs of each drill string substructure independently, which can provide more information to improve the operational safety

On fait l'analyse de la dynamique nonlinéaire d'une colonne de forage avec modélisation d'incertitudes. Une colonne de forage est une structure flexible mince qui tourne et fore des roches en cherchant du pétrole. Un modèle mathématique-mécanique est développeé pour cette structure en incluant de l'interaction fluide-structure, des impact, des nonlinéarités géométriques, et de l'interaction tête de la colonne-roche. Les équations de mouvement sont déduites, puis le système est discretisé par la méthode des éléments finis, et un code numérique est développeé pour les simulations numériques avec le logiciel MATLAB. Les modes normaux de la dynamique à la configuration précontrainte sont utilisés pour construire un modèle reduit pour le système. L'approche probabiliste nonparamétrique, qui est capable de prendre en compte les incertitude des paramètres du système et aussi les incertitude de modèle, est utilisée. Les fonctions densités de probabilité liées aux variables aléatoire sont construites par la méthode du Maximum d'Entropie et la réponse stochastique du système est calculée en utilisant la méthode de Monte Carlo. Une nouvelle approche pour prendre en compte des incertitudes de modèle dans une équation constitutive nonlinéaire (interaction tête de la colonne-roche) est développeé avec l'approche probabiliste nonparamétrique. La méthode du maximum de vraisemblance et la réduction statistique dans le domaine de la fréquence (Analyse de composantes principales) sont utilisés pour identifier le modèle probabiliste de l'interaction tête de la colonne-roche. Finalement, un problème d'optimisation robuste est analysé de façon à trouver les paramètres opérationnels du système qui maximise sa performance et respectent les limites d'intégrités du système, comme fatigue et instabilitée / This thesis analyzes the nonlinear dynamics of a drill-string including uncertainty modeling. A drill-string is a slender flexible structure that rotates and digs into the rock in search of oil. A mathematical-mechanical model is developed for this structure including fluid-structure interaction, impact, geometrical nonlinearities and bit-rock interaction. After the derivation of the equations of motion, the system is discretized by means of the finite element method and a computer code is developed for the numerical computations using the software MATLAB. The normal modes of the dynamical system in the prestressed configuration are used to construct a reduced order model for the system. To take into account uncertainties, the nonparametric probabilistic approach, which is able to take into account both system-parameter and model uncertainties, is used. The probability density functions related to the random variables are constructed using the maximum entropy principle and the stochastic response of the system is calculated using the Monte Carlo method. A novel approach to take into account model uncertainties in a nonlinear constitutive equation (bit-rock interaction model) is developed using the nonparametric probabilistic approach. To identify the probabilistic model of the bit-rock interaction model, the maximum likelihood method together with a statistical reduction in the frequency domain (using the Principal Component Analysis) is applied. Finally, a robust optimization problem is performed to find the operational parameters of the system that maximizes its performance, respecting the integrity limits of the system, such as fatigue and instability