| 中红外光谱在润滑油分类识别中的应用 |
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| 引用本文： | 徐继刚,冯新泸,管亮,雷猛,杨岚.中红外光谱在润滑油分类识别中的应用[J].后勤工程学院学报,2011(5):51-55,83. |
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| 作者姓名： | 徐继刚 冯新泸 管亮 雷猛 杨岚 |
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| 作者单位： | 后勤工程学院军事油料应用与管理工程系;93710部队; |
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| 摘 要： | 由中红外光谱能够获得不同种类润滑油的组成与结构信息.分别用聚类分析法和主成分分析法提取润滑油的中红外光谱信息,对齿轮油、内燃机油和液压油这3大类共113个润滑油样品进行了分类识别.采用系统聚类法对其进行分类,比较了不同类间距离、样品间距离和光谱区间对聚类分析结果的影响.采用主成分分析法对齿轮油、内燃机油、液压油及不同黏...
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| 关 键 词： | 中红外光谱 聚类分析 主成分分析 润滑油 分类 |
Application of Mid-infrared Spectrum in Classification of Lubricant |
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| XU Ji-gang,FENG Xin-lu,GUAN Liang,LEI Meng,YANG Lan.Application of Mid-infrared Spectrum in Classification of Lubricant[J].Journal of Logistical Engineering University,2011(5):51-55,83. |
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| Authors: | XU Ji-gang FENG Xin-lu GUAN Liang LEI Meng YANG Lan |
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| Institution: | XU Ji-gang1,FENG Xin-lu1,GUAN Liang1,LEI Meng1,YANG Lan2(1.Dept.of Oil Application & Management Enginineering,LEU,Chongqing 401311,China,2.Unit 93710,Beijing 101400,China) |
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| Abstract: | The composition and structure of different types of lubricants is gained by mid-infrared spectrum(MIR).113 oil samples containing gear lubricant,engine lubricant and hydraulic lubricant are identified by extracting the MIR information of lubricant with system cluster analysis and principle component analysis(PCA).All these samples are classified by system cluster method,and the influence of the distance between clusters,samples and spectral ranges on the classification result is compared.Gear oil,engine oil... |
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| Keywords: | mid-infrared spectrum cluster analysis principle component analysis lubricant classification |
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