首页> 外文会议>IEEE symposium on computers informatics >Multivariate chemometric discrimination of blue gel-pen inks by fourier transform infrared spectroscopy: Diskriminasi kimometrik statistik terhadap pen gel dakwat biru dengan spektroskopi sinar merah
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Multivariate chemometric discrimination of blue gel-pen inks by fourier transform infrared spectroscopy: Diskriminasi kimometrik statistik terhadap pen gel dakwat biru dengan spektroskopi sinar merah

机译:傅里叶变换红外光谱的蓝色凝胶墨水的多变量化学计量判断:用红色辛隆光谱法辨别金管凝胶蓝色DA'wat

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The aim of this study is to discriminate and classify fifteen blue gel-pen inks from five different brands (Pilot, Faster, M&G, G-Soft and Faber Castell) available in Malaysia market. Discrimination method was developed based on the combination of infrared (IR) spectroscopy with chemometric technique which comprise of principal component analysis (PCA) and Agglomerative Hierarchical Clustering (AHC). The XLSTAT 2012 was used as software to analyze IR spectra. The spectral region (wavenumber) 4000–400 cm−1 was used to ‘fingerprint’ each ink from the fifteen samples. PCA used to detect any outliers while AHC used to separate inks into their own class. PCA showed 74.67% of the acceptable statistical discrimination value between these fifteen blue gel-pen inks. FTIR-PCA and FTIR-AHC were successfully discriminate Pilot and Faber Castell. Faster, M&G and G-Soft not discriminated perfectly but these brands still provide a reasonable discrimination. The result of this study indicate that Transmission FTIR spectroscopy coupled with chemometric can be more powerful discriminating tool for forensic investigator to investigate the cases involving inks.
机译:本研究的目的是在马来西亚市场提供五种不同品牌(飞行员,更快,M&G,G-Soft和Faber Castell)的五十枚蓝色凝胶笔墨中歧视和分类。基于红外(IR)光谱与化学计量技术的组合开发了辨别方法,该化学计量技术包括包括主成分分析(PCA)和附聚层间聚类(AHC)。 XLSTAT 2012被用作分析IR光谱的软件。光谱区(波数)4000-400cm − 1 用于‘指纹’来自十五个样品的每种墨水。 PCA用于检测任何异常值,而AHC用于将墨水分离为自己的类。 PCA在这十五块蓝色凝胶笔墨之间的可接受统计歧视值中显示出74.67%。 FTIR-PCA和FTIR-AHC成功鉴别飞行员和Faber Castell。更快,M&G和G-Soft没有完全歧视,但这些品牌仍然提供合理的歧视。该研究的结果表明,与化学计量仪相结合的传动FTIR光谱可以更加强大的鉴别工具,用于研究涉及油墨的病例。

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