Response Surface Methodology (RSM) for Statistical Optimization of Cd2+ Removal Using Modified Zn2Al-layer Double Hydroxide by Quinoline Yellow

IF 1.4 Q3 CHEMISTRY, MULTIDISCIPLINARY Physical Chemistry Research Pub Date : 2020-06-01 DOI:10.22036/PCR.2020.212523.1709
M. Janighorban, N. Sohrabi, N. Rasouli, M. Ghaedi
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Abstract

Modified Zn2Al-layered double hydroxide (LDH) intercalated with Quinoline Yellow (Q) (Zn2Al-LDH/Q) was prepared by a facile and simple method and then used to remove of Cd2+ ions from water. The chemical composition and morphology of Zn2Al-LDH/Q was investigated by X-ray diffraction (XRD), Brunauer-Emmett-Teller (BET), Field emission Scanning electron microscopy (FE-SEM) and Energy-dispersive X-ray spectroscopy. Response surface methodology was employed to optimize the adsorption parameters of Cd2+ Such optimization was undertaken to ensure a high efficiency over the experimental ranges employed and to evaluate the interactive effects of the initial concentration of Cd2+, pH, adsorbent dosage, temperature and contact time in order to improve the conditions employed in the batch process. The analysis of variance (ANOVA) indicated that a second-order polynomial regression equation was the most appropriate polynomial for fitting the experimental data. The experimental confirmation tests showed a correlation between the predicted and experimental responses (R2). The optimum adsorption parameters were predicted as an initial Cd2+ concentration of 35 mg l-1, a pH value of 4.17, the adsorbent dosage of 0.03 g/L, a temperature of 32.5 °C and contact time of 51 min. Under optimum conditions, the highest adsorption efficiency and maximum adsorption capacity were 45% and 12.18 mg/g, respectively.
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响应面法(RSM)用于喹啉黄改性zn2al层双氢氧化物去除Cd2+的统计优化
采用简单易行的方法制备了改性的Zn2Al层状双氢氧化物(LDH)与喹啉黄(Q)(Zn2Al LDH/Q),并将其用于去除水中的Cd2+离子。采用X射线衍射(XRD)、Brunauer-Emmett-Teller(BET)、场发射扫描电子显微镜(FE-SEM)和能谱仪对Zn2Al LDH/Q的化学组成和形貌进行了研究。采用响应面法优化Cd2+的吸附参数。进行这种优化是为了确保在所用的实验范围内具有高效率,并评估Cd2+的初始浓度、pH、吸附剂剂量、温度和接触时间的相互作用,以改善间歇过程中所用的条件。方差分析(ANOVA)表明,二阶多项式回归方程是拟合实验数据最合适的多项式。实验确认测试显示预测响应和实验响应之间存在相关性(R2)。最佳吸附参数为初始Cd2+浓度为35mg l-1,pH值为4.17,吸附剂用量为0.03g/l,温度为32.5°C,接触时间为51min。在最佳条件下,最高吸附效率和最大吸附容量分别为45%和12.18mg/g。
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来源期刊
Physical Chemistry Research
Physical Chemistry Research CHEMISTRY, MULTIDISCIPLINARY-
CiteScore
2.70
自引率
8.30%
发文量
18
期刊介绍: The motivation for this new journal is the tremendous increasing of useful articles in the field of Physical Chemistry and the related subjects in recent years, and the need of communication between Physical Chemists, Physicists and Biophysicists. We attempt to establish this fruitful communication and quick publication. High quality original papers in English dealing with experimental, theoretical and applied research related to physics and chemistry are welcomed. This journal accepts your report for publication as a regular article, review, and Letter. Review articles discussing specific areas of physical chemistry of current chemical or physical importance are also published. Subjects of Interest: Thermodynamics, Statistical Mechanics, Statistical Thermodynamics, Molecular Spectroscopy, Quantum Chemistry, Computational Chemistry, Physical Chemistry of Life Sciences, Surface Chemistry, Catalysis, Physical Chemistry of Electrochemistry, Kinetics, Nanochemistry and Nanophysics, Liquid Crystals, Ionic Liquid, Photochemistry, Experimental article of Physical chemistry. Mathematical Chemistry.
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