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利用不同吸附剂通过蛭石从水溶液中吸附硼的响应面建模:Box-Behnken实验设计

Response surface modeling of boron adsorption from aqueous solution by vermiculite using different adsorption agents: Box-Behnken experimental design.

作者信息

Demirçivi Pelin, Saygılı Gülhayat Nasün

机构信息

Chemical and Process Engineering Department, Yalova University, Yalova, Turkey E-mail:

Chemical Engineering Department, Istanbul Technical University, Istanbul, Turkey.

出版信息

Water Sci Technol. 2017 Jul;76(3-4):515-530. doi: 10.2166/wst.2017.200.

DOI:10.2166/wst.2017.200
PMID:28759435
Abstract

In this study, a different method was applied for boron removal by using vermiculite as the adsorbent. Vermiculite, which was used in the experiments, was not modified with adsorption agents before boron adsorption using a separate process. Hexadecyltrimethylammonium bromide (HDTMA) and Gallic acid (GA) were used as adsorption agents for vermiculite by maintaining the solid/liquid ratio at 12.5 g/L. HDTMA/GA concentration, contact time, pH, initial boron concentration, inert electrolyte and temperature effects on boron adsorption were analyzed. A three-factor, three-level Box-Behnken design model combined with response surface method (RSM) was employed to examine and optimize process variables for boron adsorption from aqueous solution by vermiculite using HDTMA and GA. Solution pH (2-12), temperature (25-60 °C) and initial boron concentration (50-8,000 mg/L) were chosen as independent variables and coded x, x and x at three levels (-1, 0 and 1). Analysis of variance was used to test the significance of variables and their interactions with 95% confidence limit (α = 0.05). According to the regression coefficients, a second-order empirical equation was evaluated between the adsorption capacity (q) and the coded variables tested (x). Optimum values of the variables were also evaluated for maximum boron adsorption by vermiculite-HDTMA (HDTMA-Verm) and vermiculite-GA (GA-Verm).

摘要

在本研究中,采用了一种不同的方法,以蛭石作为吸附剂去除硼。实验中使用的蛭石在硼吸附前未通过单独的过程用吸附剂进行改性。通过将固液比保持在12.5 g/L,使用十六烷基三甲基溴化铵(HDTMA)和没食子酸(GA)作为蛭石的吸附剂。分析了HDTMA/GA浓度、接触时间、pH值、初始硼浓度、惰性电解质和温度对硼吸附的影响。采用三因素、三水平的Box-Behnken设计模型结合响应面法(RSM)来研究和优化蛭石使用HDTMA和GA从水溶液中吸附硼的工艺变量。选择溶液pH值(2 - 12)、温度(25 - 60 °C)和初始硼浓度(50 - 8000 mg/L)作为自变量,并在三个水平(-1、0和1)下编码为x、x和x。使用方差分析来检验变量及其相互作用的显著性,置信水平为95%(α = 0.05)。根据回归系数,评估了吸附容量(q)与测试的编码变量(x)之间的二阶经验方程。还评估了变量的最佳值,以实现蛭石 - HDTMA(HDTMA - Verm)和蛭石 - GA(GA - Verm)对硼的最大吸附。

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