{"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 > A > C), UV<sub>254</sub> (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 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%.
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.