硅酸盐学报, 2022, 50 (3): 782, 网络出版: 2022-11-11
基于响应曲面法优化硫酸铵结晶
Optimisation of Ammonium Sulphate Crystallization Based on Response Surface Methodology
响应曲面法 pH值 铁离子浓度 搅拌速率 硫酸铵 结晶 交互作用 response surface methodology pH value ferric ions concentration stirring rate ammonium sulfate crystallization interaction
摘要
采用冷却结晶和筛分法研究了响应曲面法设计下pH值、Fe3+浓度、搅拌速率各因素不同水平对平均粒径和变异系数影响程度, 构建了平均粒径2次回归模型和C·V·值2FI回归模型, 深入探究了各影响因素之间交互作用, 研究表明: 各因素对平均粒径和C·V·值影响程度为母液pH>搅拌速率>Fe3+质量浓度; 各因素之间交互作用对晶体平均粒径和C·V·值影响程度为AC >BC >AB; 当母液pH为5.5、搅拌速率为150 r/min、Fe3+质量浓度为0.3 g/L时, 可得到平均粒径为0.985 mm、C·V·为793.719的晶体; 经验证模型值与实验值误差较小, 回归模型具有良好拟合度和可靠性。
Abstract
The influences of pH value, Fe3+ mass concentration, and stirring rate and their interactions on the ammonium sulfate crystallization were investigated via cooling crystallization and sieving based on a response surface methodology. An average particle size quadratic orthogonal model and a variation coefficient 2FI orthogonal model were proposed. The interactions among the various factors were analyzed. The results show that pH value (A) > stirring rate (C) > Fe3+ ions concentration (B) is a decreased order for the parameter effects on the average particle size and variation coefficient. Their interactions have a decreased effect order (i.e., AC > BC > AB) on the average particle size and variation coefficient. When pH value is 5.5, stirring rate is 150 r/min, and Fe3+ ions concentration is 0.3 g/L, the average particle size and variation coefficient of the ideal crystals is 0.985 mm and 793.719, respectively.
李锐, 姜永华, 张燕玲, 陈昆庆, 黄帮福, 李露. 基于响应曲面法优化硫酸铵结晶[J]. 硅酸盐学报, 2022, 50(3): 782. LI Rui, JIANG Yonghua, ZHANG Yanling, CHEN Kunqing, HUANG Bangfu, LI Lu. Optimisation of Ammonium Sulphate Crystallization Based on Response Surface Methodology[J]. Journal of the Chinese Ceramic Society, 2022, 50(3): 782.