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为建立一种高效准确的差分拉曼光谱检验电线塑料外皮的方法,利用便携式差分拉曼光谱仪测得了35个不同品牌不同类型的电线塑料外皮的差分拉曼光谱数据;再根据样品的主要成分和所含填料的不同,对样品进行初步分类;利用主成分分析对初步分类后的拉曼数据进行降维,再利用系统聚类将样品分组,最后应用K?均值聚类分析对分组结果准确性进行检验。其中,对于同组样品,可以用拉曼特征峰的相对峰高比进行区分。结果表明,当并类距离为1时,I?1组样品(只含滑石粉的白色样品)可分为7个小组,实现了对样品的区分;该方法不破坏检材,操作简单,可为微量物证检验和公安机关办案提供帮助。 相似文献
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《应用化工》2019,(4):975-979
采用拉曼光谱技术结合化学计量学探讨不同品位磷矿快速鉴别和分类的可行性。采用共聚焦显微拉曼光谱系统分析了高、中、低三类不同品位的4种磷矿样品在200~1 950 cm~(-1)范围内的拉曼光谱特性,并对经过自适应迭代重加权惩罚最小二乘(airPLS)算法校正、一阶导和二阶导3种光谱预处理方法处理后的拉曼光谱结合主成分分析(PCA)和系统聚类分析(HCA)建立判别模型。结果显示,在主成分分析(PCA)中,经过3种预处理方法后的拉曼光谱均能实现对4种磷矿样本的聚类,且前两种预处理方式中,在第1主成分上,4种样品随品位值呈规律分布。使用PCA降维后的一阶导数光谱结合系统类分析(HCA)对4种磷矿样品进行分类,准确率为98.75%。结果表明,利用拉曼光谱技术结合化学计量学能够实现不同品位磷矿的快速鉴别和分类,为磷矿品位现场快速检测和评估打下基础。 相似文献
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《应用化工》2022,(4):975-979
采用拉曼光谱技术结合化学计量学探讨不同品位磷矿快速鉴别和分类的可行性。采用共聚焦显微拉曼光谱系统分析了高、中、低三类不同品位的4种磷矿样品在200~1 950 cm(-1)范围内的拉曼光谱特性,并对经过自适应迭代重加权惩罚最小二乘(airPLS)算法校正、一阶导和二阶导3种光谱预处理方法处理后的拉曼光谱结合主成分分析(PCA)和系统聚类分析(HCA)建立判别模型。结果显示,在主成分分析(PCA)中,经过3种预处理方法后的拉曼光谱均能实现对4种磷矿样本的聚类,且前两种预处理方式中,在第1主成分上,4种样品随品位值呈规律分布。使用PCA降维后的一阶导数光谱结合系统类分析(HCA)对4种磷矿样品进行分类,准确率为98.75%。结果表明,利用拉曼光谱技术结合化学计量学能够实现不同品位磷矿的快速鉴别和分类,为磷矿品位现场快速检测和评估打下基础。 相似文献
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为建立一种检验塑钢窗物证的方法,利用X射线荧光光谱仪对收集到的40个不同品牌、同一品牌不同系列、同一品牌同一系列不同批次塑钢窗进行检验。采用Niton XL3t GOLDD+手持式荧光光谱仪,通过预实验确定了检测条件:Ag作阳极靶;检测电压为50kV;检测电流为200μA;采集时间为70s,在此条件下对样品进行检测,根据不同塑钢窗样本所测出的特征元素种类及质量分数可对样本进行区分。为了使分类结果科学准确,首先利用主成分分析法对实验结果进行降维处理,指定提取了4个因子,再利用系统聚类和K?Means快速聚类方法对样品数据进行聚类处理,将40个样本分为28类,并利用Fisher判别分析法验证了分类结果的科学合理性。该方法结合谱图分析和化学计量学,能快速、准确、无损地对样品做出分类,为公安基层实际办案提供帮助。 相似文献
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为实现对易拉罐环的鉴别分类,利用X射线荧光光谱法(XRF)对28个不同品种的易拉罐环样本成分进行检验。对样本元素的种类和含量进行初步分析后,根据样本中含量最多的5种元素进行系统聚类。经过系统聚类后样本被分为了5个类别,检验分类是否准确后将聚类分类结果作为分析依据进行判别分析,提取累积贡献率为98.2%的两个判别函数绘制判别分类图,发现样本在判别函数平面空间内类别之间明显区分开来,最终交叉验证正确率和原始分类正确率分别为82.1%和96.4%,表明该方法能对易拉罐环进行有效的分类识别。 相似文献
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为实现对案发现场车用保险杠物证快速、无损、准确的分类与识别,提出了一种显微激光拉曼光谱分析技术结合多元建模用于车用保险杠模式分类方法。选择自动基线校正、峰面积归一化、Savitzky-Golay平滑(3次多项式,7点平滑)作为预处理方法,借助主成分分析和线性判别分析构建分类模型。结果表明,前27个主成分下,除了奥迪品牌的2个样本被误判在了广汽品牌的样本当中,其他不同品牌的样本均实现了100.00 %的准确区分,总体分类准确率为95.24 %,分类效果较为理想;针对实际案件中的未知样本,借助该方法确定其属于别克品牌,这与实际案件中物证信息相吻合;利用显微激光拉曼光谱分析技术多元建模分析可实现对不同品牌保险杠样本准确的识别与分类,可为微量物证鉴定方面的相关研究提供一定的思路与参考。 相似文献
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差分拉曼光谱是目前较为常用的检验方法之一,本文对计算机分类识别技术在案件现场常见一次性塑料杯盖的应用进行实验,获取了样本的差分拉曼光谱。根据谱图可将样本分为3类:聚丙烯(PP)、聚苯乙烯(PS)和聚对苯二甲酸乙二醇酯(PET),对比分析其中官能团峰位,再利用Calinski?Harabasz评价指标优选最佳聚类数为5类,进行K?均值聚类。随机选取40个样本建立支持向量机判别模型,提取谱图方向梯度直方图和灰度共生矩阵后合并成一个向量作为特征矩阵的一行,剩余8个样本作为测试集验证结果。结果表明,识别准确率达到到100 %。此高效识别方法具有检验成本低、分析速度快等优点,在公安机关实际办案过程中可起到技术参考作用。 相似文献
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根据国内外啤酒、饮料生产中清洗回收瓶工艺情况,成功研制了一种全部由助洗剂复配而成的新型高效复合型啤酒瓶清洗剂.该产品在不同的厂家试用后,具有去污力强,洗瓶效果好,洁瓶率可达99%以上;无泡、使用安全,能抑制水垢生成;旧瓶经洗涤后,外观光洁透亮;同时具有良好的经济效益和社会效益. 相似文献
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Wanderson Romão Marcos F. Franco Maria Izabel M. S. Bueno Marcos N. Eberlin Marco‐Aurelio De Paoli 《应用聚合物科学杂志》2010,117(5):2993-3000
After a rigorous cleaning process, recycled food‐grade poly(ethylene terephthalate) (PET), can be mixed with virgin PET resin in different concentrations and used for packaging of soft drinks. Therefore, it is important to have an experimental method to distinguish the presence of recycled polymer in a batch and to check its “true quality.” One of the issues to be verified is the presence of inorganic contaminants due to the recycling process. X‐ray fluorescence technique is one alternative for this kind of analysis. The results obtained in this work show that bottle‐grade PET samples (PET‐btg) are made either via direct esterification or by a transesterification process. Samples that were subjected to thermo‐mechanical processings (superclean® processing, PET‐btg blends processed in our laboratory and soft drink PET packaging) present Fe Kα emission lines with higher intensities than those presented by virgin bottle‐grade PET. After applying principal component analysis, it can be concluded that Fe is an intrinsic contaminant after the recycling process, furnishing a way to indicate class separations of PET‐btg. A calibration and validation partial least squares model was constructed to predict the weight percent of post‐consumption bottle‐grade PET in commercial PET samples. © 2010 Wiley Periodicals, Inc. J Appl Polym Sci, 2010 相似文献
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H. E. SIMPSON 《Journal of the American Ceramic Society》1955,38(2):81-85
A replica technique was developed for reproducing the corroded surface of glass containers. Before this development a wide variety of techniques had been studied which involved the use of various sheet plastics, such as ethyl cellulose, and various solvents. Most of the methods tried were of little value for curved surfaces because of the difficulties in pressing the plastic sheet uniformly upon the irregular contour of the bottle glass sample. A liquid plastic composed of Vinylite dissolved in methyl isobutyl ketone or acetone gave encouraging results when it was properly applied and dried. The previously weathered samples of bottle glasses were dipped in the plastic solution; after careful drying under controlled conditions, the plastic film was stripped from the surface to give an accurate reproduction of the corroded glass surface. The degree of surface deterioration, as shown by the replica, was then determined with a photoelectric haze meter. Some typical results taken from a study of various container glasses indicated that, as a rule, the inside of the container deteriorated; more rapidly than the outside. The pattern of corrosion on the outside of the container was quite irregular and was distinguished by long flowing lines, such as feeder marks, cutter marks, and mold marks. The inside of the container showed considerably fewer irregularities. Differences were found in the per cent haze vs. time curves for container glasses of varying composition. It was shown that these differences were generally associated with changes in the alumina and magnesia content of the glass. 相似文献
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针对结构较复杂的带内螺纹塑料瓶盖,应用模流分析软件Moldflow确定点浇口的具体位置,并着重阐述了侧抽芯机构、脱螺纹机构的设计要点和模具工作原理,通过采用塑料件断面止转结构,成功解决了完整内螺纹塑料件自动脱模困难等问题,提高了塑料件质量和生产效率. 相似文献