Optimization of iron removal in water by nanobubbles using response surface methodology

被引:0
|
作者
Sun C. [1 ]
Wang G. [1 ]
Sun C. [1 ]
Liu R. [1 ,5 ]
Zhang Z. [1 ]
Marhaba T. [4 ]
Zhang W. [4 ]
机构
[1] School of Municipal and Environmental Engineering, Shandong Jianzhu University, Shan Dong, Jinan
[2] Guoneng (Shandong) Energy & Environment Co. Ltd., Shan Dong, Jinan
[3] Co-Innovation Center of Green Building, Shan Dong, Jinan
[4] John A. Reif Jr. Department of Civil and Environmental Engineering, New Jersey Institute of Technology, Newark, 07102, NJ
[5] Resources and Environment Innovation Institute, Shandong Jianzhu University, Shan Dong, Jinan
来源
关键词
Box–Behnken design; Iron removal; Nanobubbles; Optimization; Response surface optimization;
D O I
10.2166/WS.2021.042
中图分类号
学科分类号
摘要
Iron contamination, causing staining, discoloration and bad taste, is a worldwide water problem. It is necessary to focus on iron oxidation from the water. This work aims to develop nanobubbles (NBs) technology to remove iron (Fe2þ) from aqueous solutions. In batch experiments, the effects of initial Fe2þ concentration, pH, and aeration pressure on the Fe2þ oxidation efficiency were carried out. The results showed that initial concentrations, pH and aeration pressure are significant parameters influencing Fe2þ oxidation. On the basis of single factor experiments, the Box–Behnken design was used to optimize the Fe2þ oxidation conditions with NBs using three parameters (Fe2þ concentration, pH, and aeration pressure) under the response surface methodology. The optimal Fe2þ oxidation was achieved when the initial concentration was 13.7 mg·L-1, pH ¼ 9, and the aeration pressure was 290 kPa. The regression model of Fe2þ oxidation rate under optimized test conditions is accurate and effective. The results showed that the combination of single factor test and response surface optimization can be used to optimize the Fe2þ oxidation process with NBs. It is concluded that NBs technology is promising for Fe2þ oxidation from water. © 2021 The Authors.
引用
收藏
页码:1608 / 1617
页数:9
相关论文
共 50 条
  • [21] The optimization of Cr(VI) reduction and removal by electrocoagulation using response surface methodology
    Oelmez, Tugba
    JOURNAL OF HAZARDOUS MATERIALS, 2009, 162 (2-3) : 1371 - 1378
  • [22] Optimization and modelling using the response surface methodology (RSM) for ciprofloxacin removal by electrocoagulation
    Barisci, Sibel
    Turkay, Ozge
    WATER SCIENCE AND TECHNOLOGY, 2016, 73 (07) : 1673 - 1679
  • [23] Optimization of the removal of phenol by soybean seed coats using response surface methodology
    Rezvani, F.
    Hashemi-Najafabadi, S.
    Mousavi, S. M.
    Shojaosadati, S. A.
    Saharkhiz, S.
    WATER SCIENCE AND TECHNOLOGY, 2012, 66 (10) : 2229 - 2236
  • [24] Optimization of clobetasol propionate removal by calcium peroxide using the response surface methodology
    Zhang, Ai
    Shen, Yuye
    Yin, Xueyan
    Miruka, Andere Clement
    Gu, Yuyi
    Liu, Yanan
    DESALINATION AND WATER TREATMENT, 2019, 151 : 350 - 364
  • [25] Statistical Optimization of Electrocoagulation Process for Removal of Nitrates Using Response Surface Methodology
    Acharya, Sanigdha
    Sharma, S. K.
    Chauhan, Garima
    Shree, Darshan
    INDIAN CHEMICAL ENGINEER, 2018, 60 (03) : 269 - 284
  • [26] Optimization of hydrolysis of rutin in subcritical water using response surface methodology
    Ravber, Matej
    Knez, Zeljko
    Skerget, Mojca
    JOURNAL OF SUPERCRITICAL FLUIDS, 2015, 104 : 145 - 152
  • [27] Optimization of Carbon Nanotube Dispersions in Water Using Response Surface Methodology
    Zaib, Qammer
    Ahmad, Farrukh
    ACS OMEGA, 2019, 4 (01): : 849 - 859
  • [28] Optimization of process variables by the application of response surface methodology for dye removal using nanoscale zero-valent iron
    S. Shojaei
    S. Shojaei
    International Journal of Environmental Science and Technology, 2019, 16 : 4601 - 4610
  • [29] Optimization of process variables by the application of response surface methodology for dye removal using nanoscale zero-valent iron
    Shojaei, S.
    Shojaei, S.
    INTERNATIONAL JOURNAL OF ENVIRONMENTAL SCIENCE AND TECHNOLOGY, 2019, 16 (08) : 4601 - 4610
  • [30] Optimization of Direct Yellow 12 dye removal by nanoscale zero-valent iron using response surface methodology
    Sohrabi, Mahmoud Reza
    Amiri, Sama
    Masoumi, Hamid Reza Fard
    Moghri, Mina
    JOURNAL OF INDUSTRIAL AND ENGINEERING CHEMISTRY, 2014, 20 (04) : 2535 - 2542