JOURNAL OF JAPANESE SOCIETY OF TRIBOLOGISTS
Online ISSN : 2189-9967
Print ISSN : 0915-1168
ISSN-L : 0915-1168
Original Contribution on Science
High Pressure Rheology of Lubricants (Part 10)
―Estimation of van der WAALS Type Viscosity Equation’s Constants and High-Pressure Viscosity of Lubricants by Multiple Regression Analysis―
Masato KANEKO
Author information
JOURNAL FREE ACCESS
Supplementary material

2024 Volume 69 Issue 1 Pages 56-67

Details
Abstract

High-pressure viscosity of lubricant is important for elucidating the lubrication state of metalworking, bearing and gear in the elastohydrodynamic lubrication (EHL) region. The van der Waals type viscosity equation was derived in a previous report and it was applied to the estimation of high-pressure viscosity. Furthermore, I accumulated the data of various lubricants for three material-specific constants included in this equation, namely absolute zero viscosity µt=0 [mPa・s], viscosity coefficient S [GPa/K²], and pressure constant PV [GPa]. In this study, a multiple regression equation was derived by conducting the multiple regression analysis on the three material-specific constants as target variables, while the physical properties and the chemical structure of the lubricant were explanatory variables. As a result, it was revealed that the three material-specific constants (ηt=0 mr-eq, S mr-eq, PV mr-eq) in the van der Waals type viscosity equation and the high-pressure viscosity ηmr-eq [mPa・s] could be estimated from this multiple regression equation for unknown lubricants only by analyzing their physical properties and chemical structures, without experimentally measuring viscosity using high-pressure viscosity test apparatus.

Content from these authors
© 2024 Japanese Society of Tribologists
Previous article Next article
feedback
Top