Friction-reducing properties of N-containing ionic liquid additives by using quantitative structure tribo-ability relationship model

Abstract

The purpose of this paper is to study the friction-reducing properties of 23 N-containing heterocyclic ionic liquid additives in polyethylene glycol 400 (PEG-400) or dimethyl sulfoxide (DMSO). Based on the theory of quantitative structure tribo-ability relationship (QSTR), the quantum chemical parameters of 23 N-containing heterocyclic ionic liquid molecules were calculated by density functional theory, and the friction-reducing properties of the ionic liquid additives in PEG-400 or DMSO were studied by multiple linear regression. The results show that QSTR models with excellent stability and strong prediction abilities were obtained for both polar liquids studied. Heat capacity of the ionic liquid is the main quantum chemical parameter affecting its friction-reducing performance. The friction-reducing performance of the selected ionic liquid additive in DMSO is better than that in PEG-400. A friction-reducing mechanism is also discussed.

Graphical Abstract

KEYWORDS:

• Quantitative structure tribo-ability relationship
• ionic liquid additive
• multiple linear regression
• friction-reducing

Additional information

Funding

This project is supported by National Natural Science Foundation of China (Grant No. 51675395) and Special Fund for Outstanding Young and Middle-aged Scientific and Technological Innovation Team in Hubei University (Grant No. T201709).