基于活性炭特征值的甲苯吸附饱和度建模与预测

IF 5.9 2区 环境科学与生态学 Q1 ENVIRONMENTAL SCIENCES
Quanli Ke , Yedong Xiong , Mei Lu , Kangkang Huang , Yiting Guo , Jiong Min , Chuanmin Jin , Zhenyu Gu , Guokai Cui , Xiaole Weng , Bingzhi Yi , Hanfeng Lu
{"title":"基于活性炭特征值的甲苯吸附饱和度建模与预测","authors":"Quanli Ke ,&nbsp;Yedong Xiong ,&nbsp;Mei Lu ,&nbsp;Kangkang Huang ,&nbsp;Yiting Guo ,&nbsp;Jiong Min ,&nbsp;Chuanmin Jin ,&nbsp;Zhenyu Gu ,&nbsp;Guokai Cui ,&nbsp;Xiaole Weng ,&nbsp;Bingzhi Yi ,&nbsp;Hanfeng Lu","doi":"10.1016/j.jes.2024.04.039","DOIUrl":null,"url":null,"abstract":"<div><p>Herein, the association between the dynamic adsorption capacity of toluene and several important characteristic values on activated carbon (AC) samples was investigated by multidimensional linear regression. Among the characteristic values, the carbon tetrachloride (CTC) adsorption value has demonstrated relatively stronger correlation with the toluene adsorption capacity on AC samples with diverse sources and forms, particularly in exposure to high-concentration toluene. Notably, the relevance of the toluene adsorption capacity to the CTC value could also be extended to a series of other porous adsorbents, which proved the wide applicability of CTC value in characterizing the adsorption behaviors. Based on these results, a mathematical and visual model was then established to predict the toluene adsorption saturation under different conditions (inlet concentration, adsorption time, initial CTC value, etc.) on diverse AC samples, of which the accuracy has later been verified by experimental data. As such, a fast and accurate estimation of the adsorption behaviors over AC samples, and possibly other porous adsorbents, was realized.</p></div>","PeriodicalId":15788,"journal":{"name":"Journal of Environmental Sciences-china","volume":"152 ","pages":"Pages 302-312"},"PeriodicalIF":5.9000,"publicationDate":"2024-05-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Modelling and prediction of toluene adsorption saturation basing on characteristic values of activated carbons\",\"authors\":\"Quanli Ke ,&nbsp;Yedong Xiong ,&nbsp;Mei Lu ,&nbsp;Kangkang Huang ,&nbsp;Yiting Guo ,&nbsp;Jiong Min ,&nbsp;Chuanmin Jin ,&nbsp;Zhenyu Gu ,&nbsp;Guokai Cui ,&nbsp;Xiaole Weng ,&nbsp;Bingzhi Yi ,&nbsp;Hanfeng Lu\",\"doi\":\"10.1016/j.jes.2024.04.039\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<div><p>Herein, the association between the dynamic adsorption capacity of toluene and several important characteristic values on activated carbon (AC) samples was investigated by multidimensional linear regression. Among the characteristic values, the carbon tetrachloride (CTC) adsorption value has demonstrated relatively stronger correlation with the toluene adsorption capacity on AC samples with diverse sources and forms, particularly in exposure to high-concentration toluene. Notably, the relevance of the toluene adsorption capacity to the CTC value could also be extended to a series of other porous adsorbents, which proved the wide applicability of CTC value in characterizing the adsorption behaviors. Based on these results, a mathematical and visual model was then established to predict the toluene adsorption saturation under different conditions (inlet concentration, adsorption time, initial CTC value, etc.) on diverse AC samples, of which the accuracy has later been verified by experimental data. As such, a fast and accurate estimation of the adsorption behaviors over AC samples, and possibly other porous adsorbents, was realized.</p></div>\",\"PeriodicalId\":15788,\"journal\":{\"name\":\"Journal of Environmental Sciences-china\",\"volume\":\"152 \",\"pages\":\"Pages 302-312\"},\"PeriodicalIF\":5.9000,\"publicationDate\":\"2024-05-03\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Journal of Environmental Sciences-china\",\"FirstCategoryId\":\"93\",\"ListUrlMain\":\"https://www.sciencedirect.com/science/article/pii/S1001074224002250\",\"RegionNum\":2,\"RegionCategory\":\"环境科学与生态学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q1\",\"JCRName\":\"ENVIRONMENTAL SCIENCES\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Journal of Environmental Sciences-china","FirstCategoryId":"93","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S1001074224002250","RegionNum":2,"RegionCategory":"环境科学与生态学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"ENVIRONMENTAL SCIENCES","Score":null,"Total":0}
引用次数: 0

摘要

本文采用多维线性回归方法研究了甲苯在活性炭(AC)样品上的动态吸附容量与几个重要特征值之间的关联。在这些特征值中,四氯化碳(CTC)吸附值与不同来源和形式的活性炭样品上甲苯吸附容量的相关性相对较强,尤其是在接触高浓度甲苯时。值得注意的是,甲苯吸附容量与 CTC 值的相关性还可以扩展到一系列其他多孔吸附剂上,这证明了 CTC 值在表征吸附行为方面的广泛适用性。在这些结果的基础上,建立了一个数学直观模型,用于预测不同条件(入口浓度、吸附时间、初始 CTC 值等)下不同交流电样品对甲苯的吸附饱和度,其准确性随后得到了实验数据的验证。因此,该方法实现了对 AC 样品以及其他多孔吸附剂吸附行为的快速准确评估。
本文章由计算机程序翻译,如有差异,请以英文原文为准。

Modelling and prediction of toluene adsorption saturation basing on characteristic values of activated carbons

Modelling and prediction of toluene adsorption saturation basing on characteristic values of activated carbons

Herein, the association between the dynamic adsorption capacity of toluene and several important characteristic values on activated carbon (AC) samples was investigated by multidimensional linear regression. Among the characteristic values, the carbon tetrachloride (CTC) adsorption value has demonstrated relatively stronger correlation with the toluene adsorption capacity on AC samples with diverse sources and forms, particularly in exposure to high-concentration toluene. Notably, the relevance of the toluene adsorption capacity to the CTC value could also be extended to a series of other porous adsorbents, which proved the wide applicability of CTC value in characterizing the adsorption behaviors. Based on these results, a mathematical and visual model was then established to predict the toluene adsorption saturation under different conditions (inlet concentration, adsorption time, initial CTC value, etc.) on diverse AC samples, of which the accuracy has later been verified by experimental data. As such, a fast and accurate estimation of the adsorption behaviors over AC samples, and possibly other porous adsorbents, was realized.

求助全文
通过发布文献求助,成功后即可免费获取论文全文。 去求助
来源期刊
Journal of Environmental Sciences-china
Journal of Environmental Sciences-china 环境科学-环境科学
CiteScore
13.70
自引率
0.00%
发文量
6354
审稿时长
2.6 months
期刊介绍: The Journal of Environmental Sciences is an international journal started in 1989. The journal is devoted to publish original, peer-reviewed research papers on main aspects of environmental sciences, such as environmental chemistry, environmental biology, ecology, geosciences and environmental physics. Appropriate subjects include basic and applied research on atmospheric, terrestrial and aquatic environments, pollution control and abatement technology, conservation of natural resources, environmental health and toxicology. Announcements of international environmental science meetings and other recent information are also included.
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术官方微信