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screening of adulteration in packaging biocomposites by infrared spectroscopy and chemometrics
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نویسنده
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moazzen nafiseh ,khanmohammadi mohammadreza ,garmarudi amir bagheri ,kazemipour maryam ,dogaheh mehdi ansari
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منبع
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journal of the iranian chemical society - 2017 - دوره : 14 - شماره : 3 - صفحه:671 -680
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چکیده
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Fourier transform infrared spectroscopy coupled with chemometrics was employed to detect packaging polylactic acid-based biocomposite samples adulterated with polypropylene (pp) 30–45% and linear low-density polyethylene 2–10%. principal component analysis, soft independent modeling of class analogy (simca) and partial least square discriminate analysis (pls-da) chemometric techniques were utilized to classify samples in different classes. totally, 362 samples were modeled in three different classes (two adulterated and one non-adulterated). the obtained results revealed that pls-da is the most suitable chemometric approach for prediction of probable adulteration in biocomposite samples with reliable specificity and selectivity. it could provide 99% correct class prediction rate between non-adulterated biocomposite samples and adulterated ones, while simca methods provided 73.33% prediction accuracy in classification.
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کلیدواژه
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adulteration ,ftir spectroscopy ,polymer ,biocomposite ,chemometrics
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آدرس
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islamic azad university, kerman science and research branch, department of chemistry, iran. islamic azad university, kerman branch, college of science, department of chemistry, iran, imam khomeini international university, faculty of science, chemistry department, iran, imam khomeini international university, faculty of science, chemistry department, iran, islamic azad university, kerman science and research branch, department of chemistry, iran. islamic azad university, kerman branch, college of science, department of chemistry, iran, islamic azad university, kerman science and research branch, department of chemistry, iran. kerman university of medical sciences, faculty of pharmacy, department of pharmaceutics, iran
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Authors
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