Suppr超能文献

维生素 C 改性牛粪生物炭在水中增强四环素的去除。

Enhanced removal of tetracycline by vitamin C-modified cow manure biochar in water.

机构信息

College of Resources and Environment, Northeast Agricultural University, No. 600 Changjiang Road, Xiangfang District, Harbin, 150030, People's Republic of China.

Research Center for Eco-Environmental SciencesChinese Academy of Sciences, Beijing, 100085, People's Republic of China.

出版信息

Sci Rep. 2024 Sep 27;14(1):22362. doi: 10.1038/s41598-024-73210-4.

Abstract

Vitamin C (VC), due to its chemical properties, can provide more oxygen-containing functional groups such as hydroxyl groups for biochar (BC), which promotes the adsorption of tetracycline on biochar. Therefore, in this study, cow dung biochar (CDBC) was modified with VC and VC-modified CDBC (CDBC-VC) was synthesized. The modified biochar was characterized and related factors, adsorption kinetics, isotherms and adsorption mechanisms were investigated. Adsorption kinetics indicate a fast rate of adsorption. The adsorption isotherms showed that the maximum adsorption capacity was 31.72 mg/g (CDBC) and 50.90 mg/g (CDBC-VC), respectively, and the adsorption process was inhomogeneous with multiple molecular layers and the adsorbent has a higher affinity. Mechanistic studies showed that hydrogen bonding interactions, π-π electron donor-acceptor interactions, hydrophobic interactions, and electrostatic interactions were the key to the adsorption process. The analysis of adsorbent regeneration showed that CDBC-VC had good adsorption performance. CDBC and CDBC-VC showed the best performance in simulated industrial wastewater with removal rates of 78.81% and 93.69%. The adsorption mechanism was comprehensively analyzed using six machine learning models. The extreme gradient boosting model gave the best fit. Analysis of the weights of the input variables for predicting adsorption efficiency showed that the ratio of initial TC concentration to BC dosage (29.8%), specific surface area (23%), isoelectric point (8.8%), and ash content (7.7%) had a significant effect on the predicted results.

摘要

维生素 C(VC)由于其化学性质,可以为生物炭(BC)提供更多含氧官能团,如羟基,从而促进四环素在生物炭上的吸附。因此,本研究采用 VC 对牛粪生物炭(CDBC)进行了改性,并合成了 VC 改性 CDBC(CDBC-VC)。对改性生物炭进行了表征,并研究了相关因素、吸附动力学、吸附等温线和吸附机理。吸附动力学表明吸附速度较快。吸附等温线表明,最大吸附容量分别为 31.72 mg/g(CDBC)和 50.90 mg/g(CDBC-VC),吸附过程为非均相的多分子层,吸附剂具有更高的亲和力。机理研究表明,氢键相互作用、π-π 电子供体-受体相互作用、疏水相互作用和静电相互作用是吸附过程的关键。对吸附剂再生的分析表明,CDBC-VC 具有良好的吸附性能。CDBC 和 CDBC-VC 在模拟工业废水中的去除率最高,分别为 78.81%和 93.69%。使用六个机器学习模型综合分析了吸附机制。极端梯度提升模型给出了最佳拟合。预测吸附效率的输入变量权重分析表明,初始 TC 浓度与 BC 用量比(29.8%)、比表面积(23%)、等电点(8.8%)和灰分含量(7.7%)对预测结果有显著影响。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/fc41/11436880/1898aa5b65b1/41598_2024_73210_Fig1_HTML.jpg

文献AI研究员

20分钟写一篇综述,助力文献阅读效率提升50倍。

立即体验

用中文搜PubMed

大模型驱动的PubMed中文搜索引擎

马上搜索

文档翻译

学术文献翻译模型,支持多种主流文档格式。

立即体验