Review on Moringa oleifera, a green adsorbent for contaminants removal: characterization, prediction, modelling and optimization using Response Surface Methodology (RSM) and Artificial Neural Network (ANN).

IF 1.9 4区 环境科学与生态学 Q4 ENGINEERING, ENVIRONMENTAL
Kanono Comet Manesa, Zolani Dyosi
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引用次数: 0

Abstract

Moringa oleifera utilization in water treatment to eliminate emerging pollutants such as heavy metal ions, pesticides, pharmaceuticals, and pigments has been extensively evaluated. The efficacy of Moringa oleifera biosorbent has been investigated in diverse research work using various techniques, including its adsorption capacity kinetic, thermodynamic evaluation, adsorbent modifications, and mechanism behind the adsorption process. The Langmuir isotherm provided the most remarkable experimental data fit for batch adsorption investigations, whereas the best fit was obtained with the pseudo-second order kinetic model. Furthermore, only a few papers that combined batch adsorption with fixed-bed column investigations were examined. In the latter articles, the scientists modified the adsorbent to increase the material's adsorption capacity as determined by analytical methods, including IR spectroscopy, scanning electronic microscope (SEM), and X-ray diffraction (XRD). However, the raw material can show appreciable adsorption capacity values, proving moringa's potency as a biosorbent. Hydrogen bonds, electrostatic interaction, and van der Waals forces were the main processes in the found and reported adsorbent-adsorbate interactions. These mechanisms could change depending on the physiochemical nature of adsorption. Although frequently employed for heavy metal ions and dye adsorption, Moringa oleifera can still be explored in pesticide and medication adsorption investigations due to the few publications in this comprehensive review. This study, therefore, examined different Adsorbents from the Moringa oleifera plant, as well as parameters and models for enhancing the adsorption process.

关于用于去除污染物的绿色吸附剂 Moringa oleifera 的综述:利用响应面法 (RSM) 和人工神经网络 (ANN) 进行表征、预测、建模和优化。
在水处理中利用油杉去除重金属离子、杀虫剂、药物和色素等新出现的污染物的方法已得到广泛评估。在各种研究工作中,利用各种技术对油辣木生物吸附剂的功效进行了研究,包括其吸附容量动力学、热力学评估、吸附剂改性以及吸附过程背后的机理。在批量吸附研究中,Langmuir 等温线提供了最显著的实验数据拟合,而伪二阶动力学模型则获得了最佳拟合。此外,只有少数论文将批次吸附与固定床柱研究相结合。在后几篇文章中,科学家通过红外光谱、扫描电子显微镜 (SEM) 和 X 射线衍射 (XRD) 等分析方法对吸附剂进行了改良,以提高材料的吸附能力。然而,原材料可以显示出可观的吸附容量值,这证明了 Mora 作为生物吸附剂的潜力。氢键、静电作用和范德华力是发现和报告的吸附剂与吸附剂相互作用的主要过程。这些机制会因吸附的物理化学性质而改变。尽管辣木籽经常被用于重金属离子和染料的吸附,但由于本综述中发表的文章较少,因此辣木籽在农药和药物吸附方面的研究仍有待探索。因此,本研究考察了来自 Moringa oleifera 植物的不同吸附剂,以及增强吸附过程的参数和模型。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
CiteScore
4.10
自引率
4.80%
发文量
93
审稿时长
3.0 months
期刊介绍: 14 issues per year Abstracted/indexed in: BioSciences Information Service of Biological Abstracts (BIOSIS), CAB ABSTRACTS, CEABA, Chemical Abstracts & Chemical Safety NewsBase, Current Contents/Agriculture, Biology, and Environmental Sciences, Elsevier BIOBASE/Current Awareness in Biological Sciences, EMBASE/Excerpta Medica, Engineering Index/COMPENDEX PLUS, Environment Abstracts, Environmental Periodicals Bibliography & INIST-Pascal/CNRS, National Agriculture Library-AGRICOLA, NIOSHTIC & Pollution Abstracts, PubSCIENCE, Reference Update, Research Alert & Science Citation Index Expanded (SCIE), Water Resources Abstracts and Index Medicus/MEDLINE.
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