Machine learning approach for the prediction of mixed lubrication parameters for different surface topographies of non-conformal rough contacts - Prajapati, Deepak Kumar; Katiyar, Jitendra Kumar; Prakash, Chander (Industrial lubrication and tribology, 2023)
Keywords: Algorithms; Datasets; Elastohydrodynamic lubrication; Friction; Kurtosis; Lubricants & lubrication; Lubrication; Machine learning; Methods; Model accuracy; Multilayer perceptrons; Multilayers; Neural networks; Numerical analysis; Parameters; Regression models; Rolling speed; Simulation; Skewness; Topography; Traction; Surface topography; Asperity load ratio; Mixed lubrication; MLP neural network; Machine learning