Rubber fatigue life prediction using a random forest method and nonlinear cumulative fatigue damage model

[1]  A. Fatemi,et al.  Material deformation and fatigue behavior characterization for elastomeric component life predictions , 2012 .

[2]  P. Heuler,et al.  Fatigue behaviour of an elastomer under consideration of ageing effects , 2017 .

[3]  Pierre Charrier,et al.  Fatigue life prediction of rubber-like materials under multiaxial loading using a continuum damage mechanics approach: Effects of two-blocks loading and R ratio , 2012 .

[4]  Gérard Biau,et al.  Analysis of a Random Forests Model , 2010, J. Mach. Learn. Res..

[5]  E. Verron,et al.  Description of fatigue damage in carbon black filled natural rubber , 2008 .

[6]  G. Mauvoisin,et al.  Fatigue crack growth in natural rubber: The role of SIC investigated through post-mortem analysis of fatigue striations , 2018, Engineering Fracture Mechanics.

[7]  Ali Fatemi,et al.  A literature survey on fatigue analysis approaches for rubber , 2002 .

[8]  A. Fatemi,et al.  Cumulative fatigue damage and life prediction of elastomeric components , 2013 .

[9]  Ali Fatemi,et al.  Multiaxial fatigue of rubber: Part II: experimental observations and life predictions , 2005 .

[10]  Youping Wu,et al.  Prediction of the fatigue life of natural rubber composites by artificial neural network approaches , 2014 .

[11]  Wang Xiaoli,et al.  Experiment and Fatigue Life Prediction of Filled Natural Rubber under Variable Amplitude Loading Conditions , 2016 .

[12]  Wen-Bin Shangguan,et al.  A method to develop a unified fatigue life prediction model for filled natural rubbers under uniaxial loads , 2014 .

[13]  Guixiong Liu,et al.  Cracking energy density calculation of hyperelastic constitutive model and its application in rubber fatigue life estimations , 2016 .

[14]  Ali Fatemi,et al.  Factors that affect the fatigue life of rubber: A literature survey , 2004 .

[15]  K. Chandrashekhara,et al.  J‐integral analysis of cord‐rubber serpentine belt using neural‐network‐based material modelling , 2005 .

[16]  Ali Fatemi,et al.  Multiaxial fatigue of rubber: Part I: equivalence criteria and theoretical aspects , 2005 .

[17]  Andri Andriyana,et al.  Recent advances on fatigue of rubber after the literature survey by Mars and Fatemi in 2002 and 2004 , 2018 .

[18]  Zhiyong Chen,et al.  Fatigue life prediction for vibration isolation rubber based on parameter-optimized support vector machine model , 2018, Fatigue & Fracture of Engineering Materials & Structures.

[19]  A. Fatemi,et al.  Fatigue crack growth of filled rubber under constant and variable amplitude loading conditions , 2007 .

[20]  D. Bouami,et al.  Prediction of rubber fatigue life under multiaxial loading , 2006 .