Improving Formaldehyde Removal from Water and Wastewater by Fenton, Photo-Fenton and Ozonation/Fenton Processes through Optimization and Modeling

被引:0
|
作者
Hosseinzadeh, Ahmad [1 ]
Najafpoor, Ali Asghar [2 ]
Navaei, Ali Asghar [2 ]
Zhou, John L. [1 ]
Altaee, Ali [1 ]
Ramezanian, Navid [3 ]
Dehghan, Aliakbar [2 ]
Bao, Teng [1 ,4 ]
Yazdani, Mohsen [5 ]
机构
[1] Univ Technol, Sch Civil & Environm Engn, Ctr Green Technol, Sydney, NSW 2007, Australia
[2] Mashhad Univ Med Sci, Dept Environm Hlth Engn, Social Determinants Hlth Res Ctr, Mashhad 9138813944, Razavi Khorasan, Iran
[3] Ferdowsi Univ Mashhad, Fac Sci, Dept Chem, Mashhad 9177948974, Razavi Khorasan, Iran
[4] Hefei Univ, Sch Biol Food & Environm Engn, Hefei 230000, Peoples R China
[5] Ahvaz Jundishapur Univ Med Sci, Sch Publ Hlth, Dept Environm Hlth Engn, Student Res Comm, Ahvaz 6135733184, Iran
关键词
formaldehyde removal; wastewater; photo-Fenton; ozonation; artificial neural network; ADVANCED OXIDATION; DEGRADATION; EFFICIENCY; PHOTOCATALYSIS; IRRADIATION; SURFACE; PHENOL; ACID; IRON;
D O I
10.3390/w13192754
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
This study aimed to assess, optimize and model the efficiencies of Fenton, photo-Fenton and ozonation/Fenton processes in formaldehyde elimination from water and wastewater using the response surface methodology (RSM) and artificial neural network (ANN). A sensitivity analysis was used to determine the importance of the independent variables. The influences of different variables, including H2O2 concentration, initial formaldehyde concentration, Fe dosage, pH, contact time, UV and ozonation, on formaldehyde removal efficiency were studied. The optimized Fenton process demonstrated 75% formaldehyde removal from water. The best performance with 80% formaldehyde removal from wastewater was achieved using the combined ozonation/Fenton process. The developed ANN model demonstrated better adequacy and goodness of fit with a R-2 of 0.9454 than the RSM model with a R-2 of 0. 9186. The sensitivity analysis showed pH as the most important factor (31%) affecting the Fenton process, followed by the H2O2 concentration (23%), Fe dosage (21%), contact time (14%) and formaldehyde concentration (12%). The findings demonstrated that these treatment processes and models are important tools for formaldehyde elimination from wastewater.
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页数:19
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