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Discrimination of Six Flotation Kinetic Models Used in the Conventional Flotation and Carrier Flotation of −74 μm Coal Fines
[Image: see text] In this study, experimental results of conventional flotation and carrier flotation were characterized by six commonly used flotation kinetic models. Two statistical criteria (coefficient of determination, R(2), and root mean square error, RMSE) were used for comparison of fitting...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
American Chemical Society
2020
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Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7301532/ https://www.ncbi.nlm.nih.gov/pubmed/32566847 http://dx.doi.org/10.1021/acsomega.0c01116 |
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author | Bu, Xiangning Wang, Xuexia Zhou, Shaoqi Li, Biao Zhan, Hanhui Xie, Guangyuan |
author_facet | Bu, Xiangning Wang, Xuexia Zhou, Shaoqi Li, Biao Zhan, Hanhui Xie, Guangyuan |
author_sort | Bu, Xiangning |
collection | PubMed |
description | [Image: see text] In this study, experimental results of conventional flotation and carrier flotation were characterized by six commonly used flotation kinetic models. Two statistical criteria (coefficient of determination, R(2), and root mean square error, RMSE) were used for comparison of fitting performance of different models. All kinetic models tested gave good levels of goodness of fit, but the second-order model with rectangular distribution (model 6) provided the best fitting performance for the experimental data of conventional flotation and carrier flotation. On this basis, two parameters, that is, modified flotation rate constant (K(m)) and selectivity index (SI), were used to evaluate the difference in flotation separation selectivity between conventional flotation and carrier flotation. Comparisons of K(m) and SI values indicated that carrier flotation significantly improved the flotation rate constant of combustible materials and flotation separation selectivity of ultrafine coal (−74 μm). In addition, measurements of average bubble size and water recovery indicated that both the coalescence of bubbles and the drainage of liquid in the froth were promoted when coarse coal particles (contact angle >90°) were employed as the carrier to assist the flotation recovery of ultrafine particles, which in turn favored the inhibition effect of the entrainment of gangue materials in carrier flotation compared to conventional flotation. |
format | Online Article Text |
id | pubmed-7301532 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | American Chemical Society |
record_format | MEDLINE/PubMed |
spelling | pubmed-73015322020-06-19 Discrimination of Six Flotation Kinetic Models Used in the Conventional Flotation and Carrier Flotation of −74 μm Coal Fines Bu, Xiangning Wang, Xuexia Zhou, Shaoqi Li, Biao Zhan, Hanhui Xie, Guangyuan ACS Omega [Image: see text] In this study, experimental results of conventional flotation and carrier flotation were characterized by six commonly used flotation kinetic models. Two statistical criteria (coefficient of determination, R(2), and root mean square error, RMSE) were used for comparison of fitting performance of different models. All kinetic models tested gave good levels of goodness of fit, but the second-order model with rectangular distribution (model 6) provided the best fitting performance for the experimental data of conventional flotation and carrier flotation. On this basis, two parameters, that is, modified flotation rate constant (K(m)) and selectivity index (SI), were used to evaluate the difference in flotation separation selectivity between conventional flotation and carrier flotation. Comparisons of K(m) and SI values indicated that carrier flotation significantly improved the flotation rate constant of combustible materials and flotation separation selectivity of ultrafine coal (−74 μm). In addition, measurements of average bubble size and water recovery indicated that both the coalescence of bubbles and the drainage of liquid in the froth were promoted when coarse coal particles (contact angle >90°) were employed as the carrier to assist the flotation recovery of ultrafine particles, which in turn favored the inhibition effect of the entrainment of gangue materials in carrier flotation compared to conventional flotation. American Chemical Society 2020-06-02 /pmc/articles/PMC7301532/ /pubmed/32566847 http://dx.doi.org/10.1021/acsomega.0c01116 Text en Copyright © 2020 American Chemical Society This is an open access article published under an ACS AuthorChoice License (http://pubs.acs.org/page/policy/authorchoice_termsofuse.html) , which permits copying and redistribution of the article or any adaptations for non-commercial purposes. |
spellingShingle | Bu, Xiangning Wang, Xuexia Zhou, Shaoqi Li, Biao Zhan, Hanhui Xie, Guangyuan Discrimination of Six Flotation Kinetic Models Used in the Conventional Flotation and Carrier Flotation of −74 μm Coal Fines |
title | Discrimination of Six Flotation Kinetic Models Used
in the Conventional Flotation and Carrier Flotation of −74
μm Coal Fines |
title_full | Discrimination of Six Flotation Kinetic Models Used
in the Conventional Flotation and Carrier Flotation of −74
μm Coal Fines |
title_fullStr | Discrimination of Six Flotation Kinetic Models Used
in the Conventional Flotation and Carrier Flotation of −74
μm Coal Fines |
title_full_unstemmed | Discrimination of Six Flotation Kinetic Models Used
in the Conventional Flotation and Carrier Flotation of −74
μm Coal Fines |
title_short | Discrimination of Six Flotation Kinetic Models Used
in the Conventional Flotation and Carrier Flotation of −74
μm Coal Fines |
title_sort | discrimination of six flotation kinetic models used
in the conventional flotation and carrier flotation of −74
μm coal fines |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7301532/ https://www.ncbi.nlm.nih.gov/pubmed/32566847 http://dx.doi.org/10.1021/acsomega.0c01116 |
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