Optimization of pre-oxidation enhanced coagulation for micro-polluted water treatment by response surface method

IF 3 4区 环境科学与生态学 Q2 ENVIRONMENTAL SCIENCES International Journal of Environmental Science and Technology Pub Date : 2024-09-08 DOI:10.1007/s13762-024-05948-3
R. Zhou, M. Zhang
{"title":"Optimization of pre-oxidation enhanced coagulation for micro-polluted water treatment by response surface method","authors":"R. Zhou, M. Zhang","doi":"10.1007/s13762-024-05948-3","DOIUrl":null,"url":null,"abstract":"<p>Taking the natural water in Anhui Polytechnic University as the research object, the removal of micro-pollutants in water body by KMnO<sub>4</sub> pre-oxidation enhanced polyaluminium chloride (PAC) coagulation process was studied. Firstly, the ability of different experimental schemes to remove turbidity, TP (Total Phosphorus) and UV<sub>254</sub> was investigated to determine the pre-oxidation scheme. Then, on the basis of the selected pre-oxidation scheme, the effects of the dosage of KMnO<sub>4</sub>, dosage of PAC, pre-oxidation time and pH on the removal of pollutants were investigated. Taking removal rate of turbidity, UV<sub>254</sub> and TP as the response values, the response surface method (RSM) was used to investigate the independent and interactive effects of the dosage of KMnO<sub>4</sub> (A), PAC dosage (B) and pre-oxidation time (C). The technological parameters of KMnO<sub>4</sub> pre-oxidation enhanced coagulation treatment of micro-polluted water were optimized. The results showed that adding KMnO<sub>4</sub> for 5 min followed by adding PAC had the best treatment effect. The influence order is as follows: turbidity (B &gt; A &gt; C), UV<sub>254</sub> (B &gt; C &gt; A), TP (A &gt; B &gt; C). The optimal technology parameters predicted by the model are as follows: A is 0.886 mg/L, B is 47.498 mg/L, and C is 13.1 min. Under these conditions, the best removal rates of turbidity, TP and UV<sub>254</sub> were 92.43%, 86.25% and 40.6%, respectively, and the validated values were 92.51%, 88.67% and 41.32%, respectively. The deviation values from the model prediction are 0.07%, 2.42% and 0.72%.</p>","PeriodicalId":589,"journal":{"name":"International Journal of Environmental Science and Technology","volume":"98 1","pages":""},"PeriodicalIF":3.0000,"publicationDate":"2024-09-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"International Journal of Environmental Science and Technology","FirstCategoryId":"93","ListUrlMain":"https://doi.org/10.1007/s13762-024-05948-3","RegionNum":4,"RegionCategory":"环境科学与生态学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q2","JCRName":"ENVIRONMENTAL SCIENCES","Score":null,"Total":0}
引用次数: 0

Abstract

Taking the natural water in Anhui Polytechnic University as the research object, the removal of micro-pollutants in water body by KMnO4 pre-oxidation enhanced polyaluminium chloride (PAC) coagulation process was studied. Firstly, the ability of different experimental schemes to remove turbidity, TP (Total Phosphorus) and UV254 was investigated to determine the pre-oxidation scheme. Then, on the basis of the selected pre-oxidation scheme, the effects of the dosage of KMnO4, dosage of PAC, pre-oxidation time and pH on the removal of pollutants were investigated. Taking removal rate of turbidity, UV254 and TP as the response values, the response surface method (RSM) was used to investigate the independent and interactive effects of the dosage of KMnO4 (A), PAC dosage (B) and pre-oxidation time (C). The technological parameters of KMnO4 pre-oxidation enhanced coagulation treatment of micro-polluted water were optimized. The results showed that adding KMnO4 for 5 min followed by adding PAC had the best treatment effect. The influence order is as follows: turbidity (B > A > C), UV254 (B > C > A), TP (A > B > C). The optimal technology parameters predicted by the model are as follows: A is 0.886 mg/L, B is 47.498 mg/L, and C is 13.1 min. Under these conditions, the best removal rates of turbidity, TP and UV254 were 92.43%, 86.25% and 40.6%, respectively, and the validated values were 92.51%, 88.67% and 41.32%, respectively. The deviation values from the model prediction are 0.07%, 2.42% and 0.72%.

Abstract Image

查看原文
分享 分享
微信好友 朋友圈 QQ好友 复制链接
本刊更多论文
用响应面法优化微污染水处理中的预氧化强化混凝法
以安徽工业大学自然水体为研究对象,研究了 KMnO4 预氧化强化聚氯化铝(PAC)混凝工艺对水体中微污染物的去除效果。首先,研究了不同实验方案去除浊度、TP(总磷)和 UV254 的能力,以确定预氧化方案。然后,在选定的预氧化方案基础上,研究了 KMnO4 的用量、PAC 的用量、预氧化时间和 pH 值对去除污染物的影响。以浊度、UV254 和 TP 的去除率为响应值,采用响应面法(RSM)研究 KMnO4 投加量(A)、PAC 投加量(B)和预氧化时间(C)的独立效应和交互效应。对 KMnO4 预氧化强化混凝处理微污染水的技术参数进行了优化。结果表明,投加 KMnO4 5 分钟后再投加 PAC 的处理效果最好。影响顺序为:浊度(B > A > C)、UV254(B > C > A)、TP(A > B > C)。模型预测的最佳技术参数如下:A 为 0.886 mg/L,B 为 47.498 mg/L,C 为 13.1 min。在此条件下,浊度、TP 和 UV254 的最佳去除率分别为 92.43%、86.25% 和 40.6%,验证值分别为 92.51%、88.67% 和 41.32%。与模型预测值的偏差分别为 0.07%、2.42% 和 0.72%。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 去求助
来源期刊
CiteScore
5.60
自引率
6.50%
发文量
806
审稿时长
10.8 months
期刊介绍: International Journal of Environmental Science and Technology (IJEST) is an international scholarly refereed research journal which aims to promote the theory and practice of environmental science and technology, innovation, engineering and management. A broad outline of the journal''s scope includes: peer reviewed original research articles, case and technical reports, reviews and analyses papers, short communications and notes to the editor, in interdisciplinary information on the practice and status of research in environmental science and technology, both natural and man made. The main aspects of research areas include, but are not exclusive to; environmental chemistry and biology, environments pollution control and abatement technology, transport and fate of pollutants in the environment, concentrations and dispersion of wastes in air, water, and soil, point and non-point sources pollution, heavy metals and organic compounds in the environment, atmospheric pollutants and trace gases, solid and hazardous waste management; soil biodegradation and bioremediation of contaminated sites; environmental impact assessment, industrial ecology, ecological and human risk assessment; improved energy management and auditing efficiency and environmental standards and criteria.
期刊最新文献
Solar power plant site selection using fuzzy inference system: a case study in Iran Methane emissions from rice paddies in the Yangtze River Delta region of China: synthesis of new estimates Tolerance and survival of native plants exposed to petroleum hydrocarbon-containing sludge: First step in phytoremediation Analyzing blockchain-based waste management investments in smart cities using quantum picture fuzzy rough modelling Synthesis and characterization of an eco-friendly nano-hybrid based on luteolin-loaded zinc-aluminum layered double hydroxide for biological applications
×
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
现在去查看 取消
×
提示
确定
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
已复制链接
已复制链接
快去分享给好友吧!
我知道了
×
扫码分享
扫码分享
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术
文献互助 智能选刊 最新文献 互助须知 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 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1