Cargando…

Study on the Reactivity Activation of Coal Gangue for Efficient Utilization

In this study, the research aim is to enhance the activity index of activated coal gangue and study its activation mechanism. The activation process of coal gangue was optimized through orthogonal tests, and the Back-Propagation (BP) neural network model was improved using a genetic algorithm. With...

Descripción completa

Detalles Bibliográficos
Autores principales: Hu, Yanshao, Han, Xiaoyan, Sun, Zuozheng, Jin, Peng, Li, Keliang, Wang, Fuke, Gong, Jinwei
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10534527/
https://www.ncbi.nlm.nih.gov/pubmed/37763598
http://dx.doi.org/10.3390/ma16186321
_version_ 1785112415503908864
author Hu, Yanshao
Han, Xiaoyan
Sun, Zuozheng
Jin, Peng
Li, Keliang
Wang, Fuke
Gong, Jinwei
author_facet Hu, Yanshao
Han, Xiaoyan
Sun, Zuozheng
Jin, Peng
Li, Keliang
Wang, Fuke
Gong, Jinwei
author_sort Hu, Yanshao
collection PubMed
description In this study, the research aim is to enhance the activity index of activated coal gangue and study its activation mechanism. The activation process of coal gangue was optimized through orthogonal tests, and the Back-Propagation (BP) neural network model was improved using a genetic algorithm. With the effects of grinding duration, calcination temperature, and calcination duration, the morphological changes and phase transformation processes of coal gangue were studied at the micro and meso levels to clarify the activation mechanism. The results indicated that the effect of calcination temperature on the strength activity index of coal gangue was most significant, followed by grinding duration and calcination duration. The potential activity of coal gangue can be effectively stimulated through mechanical and thermal activation, and the content of potential active minerals in coal gangue powders was also increased. The activation process of coal gangue for the optimal scheme was obtained as grinding at 76 min first and thermal treatment at 54 min at 749 °C. As the thermal activation under 950 °C, some unstable external hydroxyls, and internal hydroxyls in kaolinite from coal gangue were removed, the Al(Ⅵ)-O octahedron was destroyed, and kaolinite was transformed into spatially disordered metakaolinite with very high activity.
format Online
Article
Text
id pubmed-10534527
institution National Center for Biotechnology Information
language English
publishDate 2023
publisher MDPI
record_format MEDLINE/PubMed
spelling pubmed-105345272023-09-29 Study on the Reactivity Activation of Coal Gangue for Efficient Utilization Hu, Yanshao Han, Xiaoyan Sun, Zuozheng Jin, Peng Li, Keliang Wang, Fuke Gong, Jinwei Materials (Basel) Article In this study, the research aim is to enhance the activity index of activated coal gangue and study its activation mechanism. The activation process of coal gangue was optimized through orthogonal tests, and the Back-Propagation (BP) neural network model was improved using a genetic algorithm. With the effects of grinding duration, calcination temperature, and calcination duration, the morphological changes and phase transformation processes of coal gangue were studied at the micro and meso levels to clarify the activation mechanism. The results indicated that the effect of calcination temperature on the strength activity index of coal gangue was most significant, followed by grinding duration and calcination duration. The potential activity of coal gangue can be effectively stimulated through mechanical and thermal activation, and the content of potential active minerals in coal gangue powders was also increased. The activation process of coal gangue for the optimal scheme was obtained as grinding at 76 min first and thermal treatment at 54 min at 749 °C. As the thermal activation under 950 °C, some unstable external hydroxyls, and internal hydroxyls in kaolinite from coal gangue were removed, the Al(Ⅵ)-O octahedron was destroyed, and kaolinite was transformed into spatially disordered metakaolinite with very high activity. MDPI 2023-09-21 /pmc/articles/PMC10534527/ /pubmed/37763598 http://dx.doi.org/10.3390/ma16186321 Text en © 2023 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Hu, Yanshao
Han, Xiaoyan
Sun, Zuozheng
Jin, Peng
Li, Keliang
Wang, Fuke
Gong, Jinwei
Study on the Reactivity Activation of Coal Gangue for Efficient Utilization
title Study on the Reactivity Activation of Coal Gangue for Efficient Utilization
title_full Study on the Reactivity Activation of Coal Gangue for Efficient Utilization
title_fullStr Study on the Reactivity Activation of Coal Gangue for Efficient Utilization
title_full_unstemmed Study on the Reactivity Activation of Coal Gangue for Efficient Utilization
title_short Study on the Reactivity Activation of Coal Gangue for Efficient Utilization
title_sort study on the reactivity activation of coal gangue for efficient utilization
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10534527/
https://www.ncbi.nlm.nih.gov/pubmed/37763598
http://dx.doi.org/10.3390/ma16186321
work_keys_str_mv AT huyanshao studyonthereactivityactivationofcoalgangueforefficientutilization
AT hanxiaoyan studyonthereactivityactivationofcoalgangueforefficientutilization
AT sunzuozheng studyonthereactivityactivationofcoalgangueforefficientutilization
AT jinpeng studyonthereactivityactivationofcoalgangueforefficientutilization
AT likeliang studyonthereactivityactivationofcoalgangueforefficientutilization
AT wangfuke studyonthereactivityactivationofcoalgangueforefficientutilization
AT gongjinwei studyonthereactivityactivationofcoalgangueforefficientutilization