Proceedings of the 5th International Symposium on Uncertainty Quantification and Stochastic Modelling: Uncertainties 2020 (Lecture Notes in Mechanical Engineering)

This proceedings book discusses state-of-the-art research on uncertainty quantification in mechanical engineering, including statistical data concerning the entries and parameters of a system to produce statistical data on the outputs of the system. It is based on papers presented at Uncertainties 2020, a workshop organized on behalf of the Scientific Committee on Uncertainty in Mechanics (Mécanique et Incertain) of the AFM (French Society of Mechanical Sciences), the Scientific Committee on Stochastic Modeling and Uncertainty Quantification of the ABCM (Brazilian Society of Mechanical Sciences) and the SBMAC (Brazilian Society of Applied Mathematics). Front Matter ....Pages i-xii Front Matter ....Pages 1-1 Stick-Slip Oscillations in a Stochastic Multiphysics System (Roberta Lima, Rubens Sampaio)....Pages 3-17 Some Tools to Study Random Fractional Differential Equations and Applications (Clara Burgos, Juan-Carlos Cortés, María-Dolores Roselló, Rafael-J. Villanueva)....Pages 18-34 Global Sensitivity Analysis of Offshore Wind Turbine Jacket (Chao Ren, Younes Aoues, Didier Lemosse, Eduardo Souza De Cursi)....Pages 35-48 Uncertainty Quantification and Stochastic Modeling for the Determination of a Phase Change Boundary (Juan Manuel Rodriguez Sarita, Renata Troian, Beatriz Costa Bernardes, Eduardo Souza de Cursi)....Pages 49-68 Multiscale Method: A Powerful Tool to Reduce the Computational Cost of Big Data Problems Involving Stick-Slip Oscillations (Mariana Gomes, Roberta Lima, Rubens Sampaio)....Pages 69-79 Coupled Lateral-Torsional Drill-String with Uncertainties (Lucas P. Volpi, Daniel M. Lobo, Thiago G. Ritto)....Pages 80-88 A Stochastic Surrogate Modelling of a NonLinear Time-Delay Mechanical System (Emanuel Cruvinel, Marcos Rabelo, Marcos L. Henrique, Romes Antonio Borges)....Pages 89-102 A Stochastic Approach for a Cosserat Rod Drill-String Model with Stick-Slip Motion (Hector Eduardo Goicoechea, Roberta Lima, Rubens Sampaio, Marta B. Rosales, F. S. Buezas)....Pages 103-110 Stochastic Aspects in Dynamics of Curved Electromechanic Metastructures (Lucas E. Di Giorgio, Marcelo T. Piovan)....Pages 111-120 Local Interval Fields for Spatial Inhomogeneous Uncertainty Modelling (Robin Callens, Matthias Faes, David Moens)....Pages 121-135 Front Matter ....Pages 137-137 Uncertainty Quantification in Subsea Lifting Operations (Luiz Henrique Marra da Silva Ribeiro, Leonardo de Padua Agripa Sales, Rodrigo Batista Tommasini)....Pages 139-149 Product/Process Tolerancing Modelling and Simulation of Flexible Assemblies - Application to a Screwed Assembly with Location Tolerances (Tanguy Moro)....Pages 150-158 Methodological Developments for Multi-objective Optimization of Industrial Mechanical Problems Subject to Uncertain Parameters (Artem Bilyk, Emmanuel Pagnacco, Eduardo J. Souza de Cursi)....Pages 159-176 Uncertainties in Life Cycle Inventories: Monte Carlo and Fuzzy Sets Treatments (Marco Antônio Sabará)....Pages 177-197 Manufacturing Variability of 3D Printed Broadband Multi-frequency Metastructure (Adriano T. Fabro, Han Meng, Dimitrios Chronopoulos)....Pages 198-208 Front Matter ....Pages 209-209 UAV Autonomous Navigation by Image Processing with Uncertainty Trajectory Estimation (Gerson da Penha Neto, Haroldo Fraga de Campos Velho, Elcio Hideiti Shiguemori)....Pages 211-221 Uncertainty Quantification in Data Fitting Neural and Hilbert Networks (Leila Khalij, Eduardo Souza de Cursi)....Pages 222-241 Climate Precipitation Prediction with Uncertainty Quantification by Self-configuring Neural Network (Juliana A. Anochi, Reynier Hernández Torres, Haroldo F. Campos Velho)....Pages 242-253 Uncertainty Quantification in Risk Modeling: The Case of Customs Supply Chain (Lamia Hammadi, Eduardo Souza de Cursi, Vlad Stefan Barbu)....Pages 254-270 Front Matter ....Pages 271-271 PLS Application to Optimize the Formulation of an Eco-Geo-Material Based on a Multivariate Response (Saber Imanzadeh, Armelle Jarno, Said Taibi)....Pages 273-284 Noise, Channel and Message Identification on MIMO Channels with General Noise (Lucas Nogueira Ribeiro, João César Moura Mota, Didier Le Ruyet, Eduardo Souza de Cursi)....Pages 285-305 Estimation of the Extreme Response Probability Distribution of Offshore Structures Due to Current and Turbulence (Oscar Sanchez Jimenez, Emmanuel Pagnacco, Eduardo Souza de Cursi, Rubens Sampaio)....Pages 306-322 Statistical Analysis of Biological Models with Uncertainty (Vicent Bevia, Juan-Carlos Cortés, Ana Navarro-Quiles, Jose-Vicente Romero)....Pages 323-336 Uncertainty Propagation in Wind Turbine Blade Loads (Wilson J. Veloz, Hongbo Zhang, Hao Bai, Younes Aoues, Didier Lemosse)....Pages 337-346 Influence of Temperature Randomness on Vibration and Buckling of Slender Beams (Everton Spuldaro, Luiz Fabiano Damy, Domingos A. Rade)....Pages 347-360 Investigating the Influence of Mechanical Property Variability on Dispersion Diagrams Using Bayesian Inference (Luiz Henrique Marra Silva Ribeiro, Vinícius Fonseca Dal Poggetto, Danilo Beli, Adriano T. Fabro, José Roberto F. Arruda)....Pages 361-373 A Computational Procedure to Capture the Data Uncertainty in a Model Calibration: The Case of the Estimation of the Effectiveness of the Influenza Vaccine (David Martínez-Rodríguez, Ana Navarro-Quiles, Raul San-Julián-Garcés, Rafael-J Villanueva)....Pages 374-382 Front Matter ....Pages 383-383 Uncertainty Quantification of Pareto Fronts (Mohamed Bassi, Emmanuel Pagnacco, Roberta Lima, Eduardo Souza de Cursi)....Pages 385-395 Robust Optimization for Multiple Response Using Stochastic Model (Shaodi Dong, Xiaosong Yang, Zhao Tang, Jianjun Zhang)....Pages 396-405 Robust Design of Stochastic Dynamic Systems Based on Fatigue Damage (Ulisses Lima Rosa, Lauren Karoline S. Gonçalves, Antonio M. G. de Lima)....Pages 406-423 Stochastic Gradient Descent for Risk Optimization (André Gustavo Carlon, André Jacomel Torii, Rafael Holdorf Lopez, José Eduardo Souza de Cursi)....Pages 424-435 Time-Variant Reliability-Based Optimization with Double-Loop Kriging Surrogates (Hongbo Zhang, Younes Aoues, Didier Lemosse, Hao Bai, Eduardo Souza De Cursi)....Pages 436-446 A Variational Approach for the Determination of Continuous Pareto Frontier for Multi-objective Problems (Hafid Zidani, Rachid Ellaia, Edouardo Souza De Cursi)....Pages 447-469 Back Matter ....Pages 471-472