Multifractal Detrended Fluctuation Analysis on Friction Coefficient During the Friction Process

被引:9
|
作者
Sun, Guodong [1 ]
Zhu, Hua [1 ]
Ding, Cong [1 ]
Zhou, Yuankai [2 ]
机构
[1] China Univ Min & Technol, Sch Mechatron Engn, Xuzhou 221116, Peoples R China
[2] Jiangsu Univ Sci & Technol Zhenjiang, Sch Mech Engn, Jiangsu Prov Key Lab Adv Mfg Marine Mech Equipmen, Zhenjiang 212003, Peoples R China
来源
基金
中国国家自然科学基金;
关键词
friction coefficient; MF-DFA; multifractal spectrum width; long-range correlation; NONSTATIONARY TIME-SERIES; SLIDING FRICTION; NONLINEAR NATURE; WEAR PROCESS; ROUGHNESS; SPECTRUM; SURFACES; BEHAVIOR;
D O I
10.1115/1.4036912
中图分类号
TH [机械、仪表工业];
学科分类号
0802 ;
摘要
The dynamic evolutionary law and tribological behavior of tribopair AISI 52100-AISI 1045 were studied via the multifractal method. Friction experiment was performed on a ring-on-disk iribometer under lubrication, and the multifractal detrended fluctuation analysis (MF-UFA) method was adapted to characterize the multifractality of the friction coefficient. The multifractal spectra first exhibited a left-hook, then right-hook, and left-hook, respectively, during the friction stages. The multifractal spectrum width W decreases in running-in friction process, maintains at small values in steady friction process, and increases rapidly in increasing friction process. Corresponding shuffled series was analyzed to distinguish that the multifractality of friction coefficient is due. to the long-range correlation of the fluctuations. The results inform quantitative interpretations of friction system's tribological behavior and friction process identification.
引用
收藏
页数:7
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