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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...

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Autores principales: Bu, Xiangning, Wang, Xuexia, Zhou, Shaoqi, Li, Biao, Zhan, Hanhui, Xie, Guangyuan
Formato: Online Artículo Texto
Lenguaje:English
Publicado: American Chemical Society 2020
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.
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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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