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    A Quantitative Structure Tribo-Ability Relationship Model for Predicting the Antiwear Properties of Ionic Liquids as Lubricant Additives in Dimethyl Sulfoxide

    Source: Journal of Tribology:;2020:;volume( 142 ):;issue: 010
    Author:
    Zhao, Jiang
    ,
    Gao, Xinlei
    ,
    Chen, Tao
    ,
    Wang, Tingting
    ,
    Li, Yang
    DOI: 10.1115/1.4047033
    Publisher: The American Society of Mechanical Engineers (ASME)
    Abstract: The structural parameters of 23 ionic liquids were calculated by the Hartree–Fock ab initio method. The relationship between the antiwear properties of ionic liquids dissolved in dimethyl sulfoxide and the structural parameters of the ionic liquids was studied using multiple linear regression analysis. A quantitative structure tribo-ability relationship model with good fitting and prediction ability was established. The results show that entropy is the most important structural parameter affecting the antiwear performance of ionic liquid-dimethyl sulfoxide systems. The entropy of the ionic liquid is related to the hydrogen bonding in the system, and an orderly arrangement of this hydrogen bonding is beneficial in terms of improving antiwear performance.
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      A Quantitative Structure Tribo-Ability Relationship Model for Predicting the Antiwear Properties of Ionic Liquids as Lubricant Additives in Dimethyl Sulfoxide

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    contributor authorZhao, Jiang
    contributor authorGao, Xinlei
    contributor authorChen, Tao
    contributor authorWang, Tingting
    contributor authorLi, Yang
    date accessioned2022-02-04T14:23:17Z
    date available2022-02-04T14:23:17Z
    date copyright2020/05/18/
    date issued2020
    identifier issn0742-4787
    identifier othertrib_142_10_101901.pdf
    identifier urihttp://yetl.yabesh.ir/yetl1/handle/yetl/4273559
    description abstractThe structural parameters of 23 ionic liquids were calculated by the Hartree–Fock ab initio method. The relationship between the antiwear properties of ionic liquids dissolved in dimethyl sulfoxide and the structural parameters of the ionic liquids was studied using multiple linear regression analysis. A quantitative structure tribo-ability relationship model with good fitting and prediction ability was established. The results show that entropy is the most important structural parameter affecting the antiwear performance of ionic liquid-dimethyl sulfoxide systems. The entropy of the ionic liquid is related to the hydrogen bonding in the system, and an orderly arrangement of this hydrogen bonding is beneficial in terms of improving antiwear performance.
    publisherThe American Society of Mechanical Engineers (ASME)
    titleA Quantitative Structure Tribo-Ability Relationship Model for Predicting the Antiwear Properties of Ionic Liquids as Lubricant Additives in Dimethyl Sulfoxide
    typeJournal Paper
    journal volume142
    journal issue10
    journal titleJournal of Tribology
    identifier doi10.1115/1.4047033
    page101901
    treeJournal of Tribology:;2020:;volume( 142 ):;issue: 010
    contenttypeFulltext
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