Abstract:
Based on the theory of quantitative structure tribo-ability relationship (QSTR), the three-dimensional (3D) QSTR models about N-containing heterocyclic lubricant additives were built up by using comparative molecular field analysis (CoMFA) or comparative similarity indices analysis (CoMSIA). The results show that the CoMFA_ELECTROSTATIC model and CoMSIA_ELECTROSTATIC model had a good prediction ability with
r2 and
q2 greater than 0.5. The 3D contour map of the models suggested that the electrostatic field of the molecular was the most important factor for the antiwear properties of N-containing heterocyclic derivatives as lubricant additives, and more positive charge or negative charge groups near the corresponding areas would be helpful to improve the antiwear property of the compounds.