Response surface optimization of process parameters for preparation of cellulose nanocrystal stabilized nanosulphur suspension

均质机 响应面法 材料科学 Zeta电位 傅里叶变换红外光谱 纤维素 粒径 悬挂(拓扑) 化学工程 Box-Behnken设计 粘度 中心组合设计 分析化学(期刊) 色谱法 纳米技术 化学 纳米颗粒 复合材料 数学 同伦 工程类 纯数学
作者
Manoj Kumar Mahawar,Ashok Kumar Bharimalla,A. Arputharaj,Jagdish Palkar,Jyoti Dhakane‐Lad,Kirti Jalgaonkar,N. Vigneshwaran
出处
期刊:Scientific Reports [Springer Nature]
卷期号:13 (1) 被引量:4
标识
DOI:10.1038/s41598-023-47164-y
摘要

This study employed response surface methodology (RSM) to optimize various parameters involved in the synthesis of nanosulphur (NS) stabilized by cellulose nanocrystals (CNCs). The elemental sulphur (ES) mixed with CNCs was processed in a high-pressure homogenizer to make a stable formulation of CNC-stabilized NS (CNC-NS). RSM was adopted to formulate the experiments using Box-Behnken design (BBD) by considering three independent variables i.e., ES (5, 10, 15 g), CNCs (25, 50, 75 ml), and the number of passes (NP) in the high-pressure homogenizer (1, 2, 3). For the prepared suspensions (CNC-NS), the range of the responses viz. settling time (0.84-20.60 min), particle size (500.41-1432.62 nm), viscosity (29.20-420.60 cP), and surface tension (60.35-73.61 N/m) were observed. The numerical optimization technique was followed by keeping the independent and dependent factors in the range yielded in the optimized solution viz. 46 ml (CNCs), 8 g (ES), and 2 (NP). It was interpreted from the findings that the stability of the suspension had a positive correlation with the amount of CNC while the increasing proportion of ES resulted in reduced stability. The quadratic model was fitted adequately to all the responses as justified with the higher coefficient of determination (R2 ≥ 0.88). The characterization performed by X-ray diffraction (XRD), zeta potential, Raman spectroscopy, and Fourier transform infrared spectroscopy (FTIR) revealed better-stabilizing properties of the optimized CNCs-ES suspension. The study confirmed that CNCs have the potential to be utilized as a stabilizing agent in synthesizing stable nanosulphur formulation by high-pressure homogenization.
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