Proficient sonophotocatalytic degradation of organic pollutants using Co3O4/TiO2 nanocomposite immobilized on zeolite: Optimization, and artificial neural network modeling

被引:26
作者
Rashtbari, Samaneh [1 ]
Dehghan, Gholamreza [1 ,2 ]
Marefat, Arezu [1 ]
Khataee, Simin [1 ]
Khataee, Alireza [2 ,3 ]
机构
[1] Univ Tabriz, Fac Nat Sci, Dept Biol, Tabriz 5166616471, Iran
[2] Univ Tabriz, Fac Chem, Res Lab Adv Water & Wastewater Treatment Proc, Dept Appl Chem, Tabriz 5166616471, Iran
[3] Istanbul Tech Univ, Dept Chem Engn, TR-34469 Maslak, Turkiye
基金
美国国家科学基金会;
关键词
Sonophotocatalysis; Peroxidase-mimic activity; Nanocomposites; Artificial neural network; METHYLENE-BLUE; PHOTOCATALYTIC DEGRADATION; COLORIMETRIC DETECTION; TEREPHTHALIC ACID; MALACHITE GREEN; CORE-SHELL; NANOPARTICLES; EFFICIENT; DYE; DESIGN;
D O I
10.1016/j.ultsonch.2023.106740
中图分类号
O42 [声学];
学科分类号
070206 ; 082403 ;
摘要
The health of all living organisms is greatly influenced by the quality of the water. Therefore, developing costeffective, eco-friendly, and easily accessible methods is desperately needed to meet the high global demand for clean water. Recently, nanozyme-based dye degradation methods have been promising for the remediation of water pollution. In this work, peroxidase-mimic Co3O4/TiO2 nanocomposite was synthesized and characterized for its size, morphology, and crystalline structure. Colorimetric assay results showed that the peroxidase-like activity of the Co3O4/TiO2 nanocomposite was considerably enhanced compared to the pure Co3O4 NPs and TiO2 NPs. Besides excellent enzyme-mimic activity, the higher sonophotocatalytic dye degradation capability of the nanocomposite after immobilization on zeolite (Co3O4/TiO2@Ze) was also demonstrated. Under optimal conditions (pH = 5.0, 25 C), 0.1 g/L of catalyst was able to degrade 100 % of methylene blue (MB) with 600 mu M in the presence of 30 mu M H2O2 within 12 min. GC/MS analysis and toxicity studies revealed less toxic metabolite production after treatment of MB with sonophotocatalytic Co3O4/TiO2@Ze. Modeling of MB degradation using artificial neural networks (ANN) with a 5:6:1 topology was successfully performed, and the results confirmed the fitness of theoretical and experimental outputs according to the calculated correlation coefficient values. The prepared nanocomposite could thus be used as a promising and highly effective catalyst for the removal of organic dyes from polluted water.
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页数:13
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