Ferro Monica, Mannu Alberto, Panzeri Walter, Theeuwen Con H J, Mele Andrea
Department of Chemistry, Materials and Chemical Engineering "G. Natta", Politecnico di Milano, Piazza L. da Vinci 32, 20133 Milano, Italy.
CNR-SCITEC, Istituto di Scienze e Tecnologie Chimiche, Via Alfonso Corti 12, 20133 Milano, Italy.
Polymers (Basel). 2020 Jul 14;12(7):1559. doi: 10.3390/polym12071559.
An integrated approach, based on quantitative transmission mode powder X-ray diffraction (PXRD) combined with multivariate statistical analysis, has been applied to cellulose obtained from three different sources to correlate the mercerization degree and crystallinity with the cellulose type, temperature, and reaction time. The effects of the experimental conditions on the two outcomes were studied by design of experiments (DoE) and surface responding analysis (SRA) combined with principal component analysis (PCA). SRA showed a marked influence of the type of cellulose (wood cellulose from the kraft vs. sulfite process, WCK vs. WCS) on the conversion of cellulose I to cellulose II (CII%) during mercerization. A counterintuitive simultaneous effect of temperature and cellulose type was also highlighted. The data elaboration in the form of response surface plots provided an easy predictive tool for the optimum conditions to maximize the conversion. The simulation reported for WCK showed maximum conversion (96%) at 70 °C in 24 h with 18%wt NaOH.
一种基于定量透射模式粉末X射线衍射(PXRD)与多元统计分析相结合的综合方法,已应用于从三种不同来源获得的纤维素,以关联丝光化程度和结晶度与纤维素类型、温度和反应时间的关系。通过实验设计(DoE)、表面响应分析(SRA)结合主成分分析(PCA),研究了实验条件对这两个结果的影响。SRA表明,纤维素类型(硫酸盐法与亚硫酸盐法的木材纤维素,即WCK与WCS)对丝光化过程中纤维素I向纤维素II的转化(CII%)有显著影响。还突出了温度和纤维素类型的一种违反直觉的同时效应。以响应面图形式进行的数据处理为最大化转化的最佳条件提供了一个简单的预测工具。针对WCK的模拟结果表明,在70°C、24小时、18%wt NaOH的条件下,转化率最高(96%)。