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Stacking ensemble learning framework for predicting tribological properties and optimal additive ratios of amide-based greases

Yanqiu Xia Zhen He Xin Feng

摩擦（英文）2025，Vol.13Issue(7)：102-114,13.

摩擦（英文）2025，Vol.13Issue(7)：102-114,13.DOI:10.26599/FRICT.2025.9440982

Stacking ensemble learning framework for predicting tribological properties and optimal additive ratios of amide-based greases

Yanqiu Xia ¹Zhen He ¹Xin Feng¹

作者信息

1. School of Energy Power and Mechanical Engineering,North China Electric Power University,Beijing 102206,China
折叠

摘要

关键词

lubricating grease/tribological properties/stacking ensemble model/multi-objective optimization/machine learning

Key words

lubricating grease/tribological properties/stacking ensemble model/multi-objective optimization/machine learning

引用本文复制引用

Yanqiu Xia,Zhen He,Xin Feng..Stacking ensemble learning framework for predicting tribological properties and optimal additive ratios of amide-based greases[J].摩擦（英文）,2025,13(7):102-114,13.

基金项目

The authors would like to appreciate the financial support extended for this academic work by the Beijing Natural Science Foundation(No.2232066)and the Open Project Foundation of State Key Laboratory of Solid Lubrication(No.LSL-2212). （No.2232066）

摩擦（英文）

ISSN：2223-7690

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