Methylene Blue Adsorption by Fe3O4 Nanoparticles: An Optimization Study Using Response Surface Methodology

IF 1.8 4区 工程技术 Q3 ENGINEERING, CHEMICAL Chemical Engineering & Technology Pub Date : 2024-08-16 DOI:10.1002/ceat.202400006
Dr. Imene Gritli, Hajer Chemingui, Kais Djebali, Dr. Walid Mabrouk, Amor Hafiane, Riadh Marzouki, Salah Ammar, Radhouane Chtourou, Sherif M. A. S. Keshk
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Abstract

Water coloring has the properties of resistance to mutagenic, toxic, aggressive, carcinogenic, destructive, strong light and unstable oxidation and air pollution and has serious effects on environmental systems and human health. Because of its severe toxicity, methylene blue (MB) can cause cancer, mutagenesis, and teratogenic consequences in people as well as enter the food chain. The main objective of this investigation is to study the modeling and the optimization parameters of MB adsorption using a low-cost adsorbent Fe3O4. The parameters evaluated for adsorption are the adsorbent dosage, pH, contact time, and temperature using the response surface methodology. The principal variables affecting MB removal were pH (3–11), catalyst dosage (0.01–0.3 g), contact duration (10–180 min), and temperature (25–55 °C). To select an experimental domain, a preliminary study was performed first. The results showed that at pH 10, 1.4 g L−1 Fe3O4-nanoparticles (NPs) had the highest removal efficiency of cationic dye MB (20 ppm) from aqueous solutions by batch adsorption technique. The pseudo-second-order (PSO) kinetic models and the Langmuir isotherm provided the best fit for the adoption of MB. The adsorption process was exothermic and spontaneous, according to thermodynamics studies. To determine the effect of the investigated variables and their interaction on the adsorption process, a Box–Behnken design was used. A second-order polynomial equation was used to model the experimental results. The experimental findings were consistent with the suggested model as demonstrated by the high value of the determination coefficient. The performance of the model equation verified the experimental observation with just a slight divergence, and the values acquired from the experiment and model predictions were found to be in suitable agreement. According to the numerical optimization, 98.61 % is the optimal elimination efficiency for MB adsorption. These results suggest that an adsorption process utilizing Fe3O4 NPs is efficient in environmental remediation.

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Fe3O4 纳米粒子对亚甲蓝的吸附:响应面法优化研究
水着色剂具有抗突变性、毒性、侵蚀性、致癌性、破坏性、强光性和不稳定氧化性以及空气污染等特性,对环境系统和人体健康有严重影响。亚甲基蓝(MB)具有剧毒,可致癌、致突变、致畸,并可进入食物链。本研究的主要目的是研究使用低成本吸附剂 Fe3O4 吸附甲基溴的模型和优化参数。利用响应面方法评估了吸附参数,包括吸附剂用量、pH 值、接触时间和温度。影响甲基溴去除的主要变量是 pH 值(3-11)、催化剂用量(0.01-0.3 克)、接触时间(10-180 分钟)和温度(25-55 ℃)。为了选择实验范围,首先进行了初步研究。结果表明,在 pH 值为 10 时,采用批次吸附技术,1.4 g L-1 Fe3O4 纳米粒子(NPs)对水溶液中阳离子染料 MB(20 ppm)的去除率最高。伪二阶(PSO)动力学模型和 Langmuir 等温线为 MB 的吸附提供了最佳拟合。根据热力学研究,吸附过程是放热和自发的。为了确定所研究的变量及其相互作用对吸附过程的影响,采用了方框-贝肯设计。实验结果采用二阶多项式方程建模。实验结果与所建议的模型相吻合,这体现在确定系数的高值上。模型方程的性能验证了实验观察结果,仅有轻微偏差,实验值和模型预测值非常吻合。根据数值优化,98.61 % 是甲基溴吸附的最佳消除效率。这些结果表明,利用 Fe3O4 NPs 的吸附过程在环境修复中是有效的。
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来源期刊
Chemical Engineering & Technology
Chemical Engineering & Technology 工程技术-工程:化工
CiteScore
3.80
自引率
4.80%
发文量
315
审稿时长
5.5 months
期刊介绍: This is the journal for chemical engineers looking for first-hand information in all areas of chemical and process engineering. Chemical Engineering & Technology is: Competent with contributions written and refereed by outstanding professionals from around the world. Essential because it is an international forum for the exchange of ideas and experiences. Topical because its articles treat the very latest developments in the field.
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