主成分分析用于实时直接分析飞行时间质谱法判定中性笔字迹的形成时间
Application of Principal Component Analysis to DART-TOFMS Determination of Writing Age of Gel Ink Pen
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摘要: 采用实时直接分析飞行时间质谱法,对同一种墨水6个不同时间书写的48个样本字迹进行分析,建立其质谱指纹图谱,再运用主成分分析法对数据进行投影.结果表明:48个样本字迹被分为6类,与已知的样本字迹形成时间分类一致.采用所建立的主成分投影,识别6个未知样本,结果达到分离聚类.Abstract: DART-TOFMS was used to analyze 48 handwriting samples made with the same type of ink at 6 different periods of time.The MS finger-print spectra were established and the projected data were further analyzed by principal component analysis methodology.It was found that the 48 samples could be categorized into 6 different types,which were consistent with the sample categories known to be classified by writing age.The established principal component projection was used to identify 6 unknown samples and a satisfactory result had been attained.