Synergistic activation of peroxymonosulfate by 3D CoNiO2/Co core-shell structure biochar catalyst for sulfamethoxazole degradation
[Display omitted] •3D core–shell structure biochar catalyst derived from walnut-shell was synthesized.•BC@CoNi-600/PMS system achieved 100% degradation of SMX and repeated stability.•Molecular probes quantified the ROS transformation in the BC@CoNi-600/PMS system.•Machine learning method proposed th...
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Published in | Bioresource technology Vol. 406; p. 130983 |
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Main Authors | , , , |
Format | Journal Article |
Language | English |
Published |
Elsevier Ltd
01.08.2024
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Subjects | |
Online Access | Get full text |
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Summary: | [Display omitted]
•3D core–shell structure biochar catalyst derived from walnut-shell was synthesized.•BC@CoNi-600/PMS system achieved 100% degradation of SMX and repeated stability.•Molecular probes quantified the ROS transformation in the BC@CoNi-600/PMS system.•Machine learning method proposed the multiscale effect of SMX degradation.
In this study, a 3D CoNiO2/Co core–shell structure biochar catalyst derived from walnut shell was synthesized by hydrothermal and ion etching methods. The prepared BC@CoNi-600 catalyst exhibited exceptional peroxymonosulfate (PMS) activation. The system achieved 100 % degradation of sulfamethoxazole (SMX). The reactive oxygen species in the BC@CoNi-600/PMS system included SO4−, OH, and O2−. Density functional theory calculations explored the synergistic effects between nickel–cobalt bimetallic and carbon matrix during PMS activation. The unique 3D core–shell structure of BC@CoNi-600 features an outer nickel–cobalt bimetallic layer with exceptional PMS adsorption capacity, while protecting the zero-valence Co of the inner layer from oxidation. Based on the experimental-data, machine learning modeling mechanism, and information theory, a nonlinear modeling method was proposed. This study utilizes a machine learning approach to investigate the degradation of SMX in complex aquatic environments. This study synthesized a novel biochar-based catalyst for activated PMS and provided unique insights into its environmental applications. |
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Bibliography: | ObjectType-Article-1 SourceType-Scholarly Journals-1 ObjectType-Feature-2 content type line 23 |
ISSN: | 0960-8524 1873-2976 1873-2976 |
DOI: | 10.1016/j.biortech.2024.130983 |