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Study of deacetylation in chitinous materials using near infrared spectroscopy

机译:近红外光谱法研究胆小材料的脱乙酰化研究

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Chitinous materials are important sources for bio-medical applications, and the process monitoring is one of key factors for the quality control of products. In this study, chitin and chitosan in suspension form were analyzed using near infrared (NIR) spectroscopy. Two models including multiple linear regression (MLR), modified partial least square regression (MPLSR) were adopted for studying the degree of deacetylation (DD) of chitinous materials in order to assure a better quality monitoring and control for chitosan production. During the process of the deacetylation, the real-time measurements of suspension were conducted. The MPLSR model with second derivative spectra in the range of 600-1000 and 1400-1500 nm yielded the best results, which were rc=0.991, SEC=0.019, RESC=1.4%, rp=0.990, SEP=0.022, RSEP=3.4%, RPD=9.4. The NIR measurements of DD status of chitinous suspension could be achieved by using the MLR and MPLSR models developed in this study. It provides great application potentials to the real-time and on-line quality monitoring of deacetylation process for the production of chitosan.
机译:奇形材料是生物医疗应用的重要来源,过程监测是产品质量控制的关键因素之一。在该研究中,使用近红外(NIR)光谱分析近红外(NIR)光谱法分析悬浮形式的几丁质和壳聚糖。采用两种模型包括多元线性回归(MLR),改性部分最小二乘回归(MPLSR),用于研究潮湿材料的脱乙酰化(DD)的程度,以确保壳聚糖生产的更好的质量监测和控制。在脱乙酰化过程中,进行悬浮液的实时测量。具有600-1000和1400-1500nm范围内的第二衍生光谱的MPLSR模型得到了最佳结果,其效果是RC = 0.991,秒= 0.019,REC = 1.4%,RP = 0.990,SEP = 0.022,RSEP = 3.4 %,rpd = 9.4。通过使用本研究开发的MLR和MPLSR模型,可以实现胆小悬浮液的DD状态的NIR测量。它为壳聚糖生产的脱乙酰化方法的实时和在线质量监测提供了良好的应用。

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