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Fixed-bed column dynamics of tetracycline hydrochloride using commercial grade activated carbon: comparison of linear and nonlinear mathematical modeling studies

机译:使用工业级活性炭的盐酸四环素固定床色谱柱动力学:线性和非线性数学建模研究的比较

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摘要

Continuous column dynamic studies were carried out for the removal of tetracycline hydrochloride (TC-HCl) using commercial grade activated carbon. Experimental investigations were carried out for various factors such as flow rates (1.5, 3, and 5mLmin(-1)), initial concentrations (200, 400, and 600gL(-1)), and bed height (4.5, 10cm). Experimental breakthrough curves were generated using concentration-time profile with the empirical data. The total adsorbed quantities and equilibrium uptake rates were determined by evaluating the breakthrough curves obtained at different flow rates, different initial concentrations, and different bed heights. The exhaustion time and bed capacity increased with bed height and initial concentrations and found to increase with the decrease in flow rates. The theoretical breakthrough curves were predicted using Adam-Bohart, Wolborska, Thomas, Yoon-Nelson, and Wang's model. A comparative analysis of linear and nonlinear least square methods was employed for estimating the kinetic parameters using experimental data. Error analysis was carried out for best fitting models. The results from dynamic studies showed that a maximum adsorption capacity was achieved for an initial concentration of 600gL(-1) bed height of 10cm and flow rate of 1.5mLmin(-1). From the kinetic models, Thomas and Yoon-Nelson model gave a better fit with linear and nonlinear regression analysis. The same was proved statistically. The nonlinear regression analysis was comparatively much better than that of linear regression analysis as observed.
机译:使用工业级活性炭进行了连续的柱动力学研究,以去除盐酸四环素(TC-HCl)。针对各种因素进行了实验研究,例如流速(1.5、3和5mLmin(-1)),初始浓度(200、400和600gL(-1))和床高(4.5、10cm)。使用浓度-时间曲线和经验数据生成实验突破曲线。通过评估在不同流速,不同初始浓度和不同床高下获得的穿透曲线,可以确定总吸附量和平衡吸收率。排气时间和床容量随床高度和初始浓度的增加而增加,并且随着流速的降低而增加。理论突破曲线是使用Adam-Bohart,Wolborska,Thomas,Yoon-Nelson和Wang的模型预测的。使用线性和非线性最小二乘法的比较分析,使用实验数据估算动力学参数。对最佳拟合模型进行了误差分析。动态研究结果表明,初始浓度为600gL(-1)时,床高为10cm,流速为1.5mLmin(-1)时,吸附量最大。从动力学模型来看,Thomas和Yoon-Nelson模型可以更好地拟合线性和非线性回归分析。统计学上也证明了这一点。如所观察到的,非线性回归分析相对比线性回归分析要好得多。

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