材料工程
材料工程
재료공정
JOURNAL OF MATERIALS ENGINEERING
2015年
8期
77-83
,共7页
接触疲劳%失效模式%方差分析%回归分析%判别分析
接觸疲勞%失效模式%方差分析%迴歸分析%判彆分析
접촉피로%실효모식%방차분석%회귀분석%판별분석
contact fatigue%failure mode%variance analysis%regression analysis%discrimination analysis
在不同应力水平下考察等离子喷涂镍基合金涂层的滚动接触疲劳寿命和失效模式。以R‐31.1.软件为平台,采用统计分析方法(方差分析、回归分析、判别分析等)对其进行分析和讨论。结果表明:涂层的滚动接触疲劳寿命呈正态分布;随着接触应力的增加,涂层的均值寿命和方差都减小,并且疲劳寿命的分布更加集中;方差分析表明,接触应力对涂层的滚动接触疲劳寿命有显著性影响,且寿命均值与接触应力具有高度的线性相关性;建立了涂层失效模式的判别准则,当指定接触应力和疲劳寿命时可以预测涂层的失效模式,且预测正确率在65%以上;疲劳寿命对失效模式的累积贡献率明显高于接触应力对失效模式的累积贡献率,因此疲劳寿命是决定涂层失效模式的主要因素。
在不同應力水平下攷察等離子噴塗鎳基閤金塗層的滾動接觸疲勞壽命和失效模式。以R‐31.1.軟件為平檯,採用統計分析方法(方差分析、迴歸分析、判彆分析等)對其進行分析和討論。結果錶明:塗層的滾動接觸疲勞壽命呈正態分佈;隨著接觸應力的增加,塗層的均值壽命和方差都減小,併且疲勞壽命的分佈更加集中;方差分析錶明,接觸應力對塗層的滾動接觸疲勞壽命有顯著性影響,且壽命均值與接觸應力具有高度的線性相關性;建立瞭塗層失效模式的判彆準則,噹指定接觸應力和疲勞壽命時可以預測塗層的失效模式,且預測正確率在65%以上;疲勞壽命對失效模式的纍積貢獻率明顯高于接觸應力對失效模式的纍積貢獻率,因此疲勞壽命是決定塗層失效模式的主要因素。
재불동응력수평하고찰등리자분도얼기합금도층적곤동접촉피로수명화실효모식。이R‐31.1.연건위평태,채용통계분석방법(방차분석、회귀분석、판별분석등)대기진행분석화토론。결과표명:도층적곤동접촉피로수명정정태분포;수착접촉응력적증가,도층적균치수명화방차도감소,병차피로수명적분포경가집중;방차분석표명,접촉응력대도층적곤동접촉피로수명유현저성영향,차수명균치여접촉응력구유고도적선성상관성;건립료도층실효모식적판별준칙,당지정접촉응력화피로수명시가이예측도층적실효모식,차예측정학솔재65%이상;피로수명대실효모식적루적공헌솔명현고우접촉응력대실효모식적루적공헌솔,인차피로수명시결정도층실효모식적주요인소。
The rolling contact fatigue(RCF) life and failure modes of coatings ,prepared by plasma sprayed Ni‐based alloy ,were investigated under different stress levels ,and were analyzed and dis‐cussed by statistical analysis methods (including variance analysis ,regression analysis and discrimina‐tion analysis) with R‐3 1.1. software as a platform .The results show that the RCF life of the coatings exhibits normal distribution form .In addition ,the mean and variance of the coatings’ life decreases as the contact stress increases ,and the distribution of the fatigue life becomes more concentrated .Fur‐thermore ,variance analysis indicates that the contact stress has a significant influence on the RCF life of the coatings .And the mean life of the coatings is linear associated with the contact stress .The dis‐crimination criterion for the failure modes of the coatings is also established .The failure modes of the coatings can be predicted if the contact stress and the fatigue life are designated .And the prediction accuracy of the failure mode is above 65% .Furthermore ,the contribution proportion of the fatigue life for the failure mode is obviously higher than that of the contact stress ,thus the fatigue life is the main factor determining the failure mode of the coating .