Slope probability density function based high speed computation on light scattering from randomly rough surfaces

Author(s):  
Liang Xue ◽  
Keding Yan ◽  
Zhengang Yan ◽  
Shouyu Wang
2011 ◽  
Vol 402 ◽  
pp. 358-361
Author(s):  
Shi Bo Jiang ◽  
Jie Liu ◽  
Jun Lin Ten

Based on the prerequisite that oil- film Bearing wear extent obey normal distribution,This paper come to reliability account formula through wear extent probability density function,deduce the wear life account formula of oil- film Bearing. based on detailed statistical data, calculate the lifetime of oil film bearing in High Speed Wire Rod finishing block, and forward the method how to raise the lifetime of oil- film Bearing.


Coatings ◽  
2019 ◽  
Vol 10 (1) ◽  
pp. 15
Author(s):  
Maxence Bigerelle ◽  
Franck Plouraboue ◽  
Frederic Robache ◽  
Abdeljalil Jourani ◽  
Agnes Fabre

Rough surfaces are in contact locally by the peaks of roughness. At this local scale, the pressure of contact can be sharply superior to the macroscopic pressure. If the roughness is assumed to be a random morphology, a well-established observation in many practical cases, mechanical indicators built from the contact zone are then also random variables. Consequently, the probability density function (PDF) of any mechanical random variable obviously depends upon the morphological structure of the surface. The contact pressure PDF, or the probability of damage of this surface can be determined for example when plastic deformation occurs. In this study, the contact pressure PDF is modeled using a particular probability density function, the generalized Lambda distributions (GLD). The GLD are generic and polymorphic. They approach a large number of known distributions (Weibull, Normal, and Lognormal). The later were successfully used to model damage in materials. A semi-analytical model of elastic contact which takes into account the morphology of real surfaces is used to compute the contact pressure. In a first step, surfaces are simulated by Weierstrass functions which have been previously used to model a wide range of surfaces met in tribology. The Lambda distributions adequacy is qualified to model contact pressure. Using these functions, a statistical analysis allows us to extract the probability density of the maximal pressure. It turns out that this density can be described by a GLD. It is then possible to determine the probability that the contact pressure generates plastic deformation.


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