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响应面法优化硅藻土负载纳米零价铁去除水中Cr(Ⅵ)

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近年来,纳米零价铁(Nanoscale zerovalent iron,NZVI)因高还原性、高比表面积等优点被广泛应用于去除水中Cr(Ⅵ)的研究.本文采用壳聚糖改性后的硅藻土(CDt)对NZVI进行负载制备了硅藻土负载型纳米零价铁(NZVI-CDt),并对其去除水中Cr(Ⅵ)的条件进行了响应面法优化.以负载比(CDt与NZVI的质量比)、温度、反应时间以及反应溶液pH值为4个响应因素,以水中Cr(Ⅵ)的去除率为响应值进行了四因素三水平的响应面实验设计(Box-Behnken Design,BBD),建立了响应面模型.分析结果表明:模型在整个回归区域内拟合度好,4个因素对Cr(Ⅵ)去除率的影响是显著的(F值为146.83),影响顺序为溶液pH值>负载比>反应时间>温度.通过模型优化得到最佳去除条件为:负载比3:1,温度30℃,反应时间35 min,pH=4,且预测的Cr(Ⅵ)最高去除率为97.81%.通过3组平行实验对模型的预测结果进行验证,得到预测值高于实际值且绝对误差为1.93%,说明预测值与实际值的拟合度较好.通过该研究优化了 NZVI-CDt去除水中Cr(Ⅵ)的反应条件,为NZVI-CDt的实际应用提供了数据支持和理论依据.
Optimization of Cr(Ⅵ)Removal by Nanoscale Zero-Valent Iron on Modified Diatomite via Response Surface Methodology
In recent years,nanoscale zero valent iron(NZVI)has been widely used in research on the removal of Cr(Ⅵ)from water due to its high reducibility and high specific surface area.This article uses chitosan modified diatomaceous earth(CDt)to load NZVI and prepare diatomaceous earth supported nano zero valent iron(NZVIA CDt),and optimizes its conditions for removing Cr(Ⅵ)from water using response surface methodology.A response surface design(Box-Behnken Design,BBD)was conducted with four response factors:load ratio(mass ratio of CDt to NZVI),temperature,reaction time,and pH value of the reaction solution.The removal rate of Cr(Ⅵ)in water was used as the response value,and a response surface model was established.The analysis results show that the model has a good fit throughout the regression region,and the four factors have a significant impact on the Cr(Ⅵ)removal rate(F value is 146.83).The order of influence is solution pH value>load ratio>reaction time>temperature.The optimal removal conditions obtained through model optimization are:load ratio of 3:1,temperature of 30 ℃,reaction time of 35 minutes,pH=4,and the predicted maximum removal rate of Cr(Ⅵ)is 97.81%.The prediction results of the model were validated through three parallel experiments,and the predicted values were higher than the actual values with an absolute error of 1.93%,indicating a good fit between the predicted values and the actual values.This study optimized the reaction conditions for removing Cr(Ⅵ)from water using NZVI CDt,providing data support and theoretical basis for the practical application of NZVI CDt.

Nanoscale zero-valent ironCr(Ⅵ)DiatomiteResponse surface methodology

刘下国、周安益、吴事典、李嘉诚、李凯

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江苏省环保集团苏州有限公司,苏州 215004

江苏省汾湖高新技术产业开发区安全生产监督管理和环境保护局,苏州 215214

纳米零价铁 Cr(Ⅵ) 硅藻土 响应面法

2024

离子交换与吸附
南开大学

离子交换与吸附

CSTPCD
影响因子:0.515
ISSN:1001-5493
年,卷(期):2024.40(1)
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