Removal of Sulfadimethoxine in Aqueous Solution by Adsorption on Mesoporous Carbon/Titania Composites: Batch Scale, Fixed-Bed Column, and Bayesian Modeling

IF 3.8 3区 工程技术 Q2 ENGINEERING, CHEMICAL Industrial & Engineering Chemistry Research Pub Date : 2024-11-21 DOI:10.1021/acs.iecr.4c03249
Vanessa Jurado-Davila, Rafael L. Oliveira, Gabriel Pollo Oshiro, Olga Chernyayeva, Júlia Toffoli de Oliveira, Liliana Amaral Féris
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Abstract

The antibiotic sulfadimethoxine (SMX) has been persistent among various pharmaceuticals in water sources. The purpose of this work is to investigate SMX removal through adsorption using four different meso-carbonaceous materials or composites based on mesoporous carbon/titania (C-meso; C-meso/TiO2; CN-meso; CN-meso/TiO2). The adsorption efficiency of the materials and the influence of the main operational parameters, such as adsorbent dosage, contact time, and pH, were investigated. Moreover, a fixed-bed column process was also conducted to simulate a continuous-flow scenario and evaluate the material’s adsorbent performance under practical conditions, resulting in the best outcomes. Breakthrough curves obtained from the column were assessed by the Monte Carlo Bayesian method, enhancing the accuracy and robustness of the adsorption process model. Outcomes show that the material with better results was C-meso/TiO2, achieving the maximum quantity of SMX adsorbed in equilibrium (qe) of 50 mgSMX /g for 100% of SMX removed. Fixed-bed column outcomes show a broad range of maximum adsorption capacities (5.80 to 132.94 mg of SMX/g). Bayesian statistical methods identified the Yan and log-Gompertz models as the most appropriate with R2 values of 0.94 and 0.95, respectively. The study demonstrated that C-meso/TiO2 is a highly effective adsorbent for SMX removal in both batch and continuous systems. The results highlight the critical role of optimizing operational parameters to maximize the adsorption efficiency. The Bayesian statistical approach provided robust models for predicting breakthrough behaviors, which are essential for scaling up the process.

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介孔炭/钛复合材料的吸附作用去除水溶液中的磺胺二甲氧嗪:批量、固定床柱和贝叶斯模型
抗生素磺胺二甲氧嗪(SMX)一直是水源中各种药物中的顽疾。本研究的目的是利用四种不同的介质碳材料或基于介孔碳/钛的复合材料(C-meso;C-meso/TiO2;CN-meso;CN-meso/TiO2),研究通过吸附去除 SMX 的方法。研究了这些材料的吸附效率以及吸附剂用量、接触时间和 pH 值等主要操作参数的影响。此外,还进行了固定床柱工艺,以模拟连续流情况,评估材料在实际条件下的吸附性能,从而得出最佳结果。通过蒙特卡洛贝叶斯方法评估了从柱中获得的突破曲线,从而提高了吸附过程模型的准确性和稳健性。结果表明,效果较好的材料是 C-meso/TiO2,在 100%去除 SMX 的情况下,平衡吸附 SMX 的最大数量(qe)为 50 mgSMX/g。固定床色谱柱的结果显示了广泛的最大吸附容量(5.80 至 132.94 毫克 SMX/克)。贝叶斯统计方法确定 Yan 模型和 log-Gompertz 模型最合适,R2 值分别为 0.94 和 0.95。研究表明,无论是在间歇式还是连续式系统中,C-meso/TiO2 都是去除 SMX 的高效吸附剂。研究结果凸显了优化操作参数对最大化吸附效率的关键作用。贝叶斯统计方法为预测突破行为提供了可靠的模型,这对扩大工艺规模至关重要。
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来源期刊
Industrial & Engineering Chemistry Research
Industrial & Engineering Chemistry Research 工程技术-工程:化工
CiteScore
7.40
自引率
7.10%
发文量
1467
审稿时长
2.8 months
期刊介绍: ndustrial & Engineering Chemistry, with variations in title and format, has been published since 1909 by the American Chemical Society. Industrial & Engineering Chemistry Research is a weekly publication that reports industrial and academic research in the broad fields of applied chemistry and chemical engineering with special focus on fundamentals, processes, and products.
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