Lagrangian reconciliation of expeditious analyzes on microflotation of hematite and dolomite by carboxylates

Detalhes bibliográficos
Autor(a) principal: Gomes, Bruna de Oliveira
Data de Publicação: 2023
Outros Autores: Sales, Fernanda Bento, Luz, José Aurélio Medeiros da, Milhomem, Felipe de Orquiza
Tipo de documento: Artigo
Idioma: eng
Título da fonte: Research, Society and Development
Texto Completo: https://rsdjournal.org/index.php/rsd/article/view/39831
Resumo: Microflotation campaign of a synthetic binary mixture of hematite and dolomite was carried out in order to evaluate the potential of saponified cottonseed oil as a collector. Hematite content was determined by expeditious methods, namely image analysis, pycnometry, and carbonate thermolysis by calcination. An algebraic reconciliation algorithm of redundant data (via Lagrange multipliers) was developed to treat the raw data from the different analytical techniques, aiming to increase the accuracy of the results, with the additional piece of information arising from product weighing, by introducing a dummy variable. At the stage of the study reported here, the physicochemical conditions for the selective flotation of hematite were not optimized; however, the results showed potential (both under acid and alkaline conditions) for the selective anionic flotation of the hematite/dolomite system. Prospective tests evaluating the analytical techniques employed showed pycnometry and calcination tended to be more reliable methods. Although the imaging method has shown promise, it still lacks some improvement in procedure for greater accuracy. The minimization of closure errors in mass balancing by using the mentioned optimization algorithm under constraints showed to be very relevant for the adequate evaluation of the separation process, using very small samples, as in the case of microflotation.
id UNIFEI_5ed2915fa507c01cdcac0a55dabd4e49
oai_identifier_str oai:ojs.pkp.sfu.ca:article/39831
network_acronym_str UNIFEI
network_name_str Research, Society and Development
repository_id_str
spelling Lagrangian reconciliation of expeditious analyzes on microflotation of hematite and dolomite by carboxylatesReconciliación lagrangiana de análisis expeditos en microflotación de hematita y dolomita por carboxilatosReconciliação lagrangeana de análises expeditas na microflotação de hematita e dolomita por carboxilatosCélula de fuerstenauÓleo de caroço de algodãoAnálise simplificadaMultiplicadores de lagrange.Fuerstenau cellCottonseed oilQuick analysisLagrange multipliers.Celda de fuerstenauAceite de semilla de algodónAnálisis expeditoMultiplicadores de lagrange.Microflotation campaign of a synthetic binary mixture of hematite and dolomite was carried out in order to evaluate the potential of saponified cottonseed oil as a collector. Hematite content was determined by expeditious methods, namely image analysis, pycnometry, and carbonate thermolysis by calcination. An algebraic reconciliation algorithm of redundant data (via Lagrange multipliers) was developed to treat the raw data from the different analytical techniques, aiming to increase the accuracy of the results, with the additional piece of information arising from product weighing, by introducing a dummy variable. At the stage of the study reported here, the physicochemical conditions for the selective flotation of hematite were not optimized; however, the results showed potential (both under acid and alkaline conditions) for the selective anionic flotation of the hematite/dolomite system. Prospective tests evaluating the analytical techniques employed showed pycnometry and calcination tended to be more reliable methods. Although the imaging method has shown promise, it still lacks some improvement in procedure for greater accuracy. The minimization of closure errors in mass balancing by using the mentioned optimization algorithm under constraints showed to be very relevant for the adequate evaluation of the separation process, using very small samples, as in the case of microflotation.Se llevó a cabo una campaña de microflotación de una mezcla binaria sintética de hematita y dolomita para evaluar el potencial del aceite de semilla de algodón saponificado como colector. El contenido de hematita se determinó mediante métodos expeditos, a saber, análisis de imágenes, picnometría y termólisis de carbonatos por calcinación. Se desarrolló un algoritmo de reconciliación algebraica de datos redundantes (via multiplicadores de Lagrange) para tratar los datos brutos procedentes de las distintas técnicas analíticas, con el objetivo de aumentar la precisión de los resultados, con la información adicional derivada del pesaje del producto, mediante la introducción de una variable virtual. En la etapa del estudio aquí relatada, las condiciones fisicoquímicas para la flotación selectiva de la hematita no fueron optimizadas; sin embargo, los resultados mostraron potencial (tanto en condiciones ácidas como alcalinas) para la flotación aniónica selectiva del sistema hematites/dolomita.  Unos experimentos prospectivos de evaluación de las técnicas analíticas empleadas mostraron que la picnometría y la calcinación tendían a ser métodos más fiables. Aunque el método de análisis de imágenes se ha mostrado prometedor, todavía carece de algunas mejoras en el procedimiento para una mayor precisión. La minimización de errores de cierre en el balance de masas mediante el uso del mencionado algoritmo de optimización bajo restricciones demostró ser muy relevante para la adecuada evaluación del proceso de separación, utilizando muestras muy pequeñas, como en el caso de la microflotación.Campanha de microflotação duma mistura binária sintética de hematita e dolomita foi realizada a fim de avaliar o potencial do óleo de semente de algodão saponificado como coletor. O teor de hematita foi determinado por métodos expeditos, a saber: análise de imagem, picnometria e termólise de carbonato por calcinação. Um algoritmo de reconciliação algébrica de dados redundantes (via multiplicadores de Lagrange) foi desenvolvido para tratar os dados brutos obtidos pelas diferentes técnicas analíticas, visando a aumentar a precisão dos resultados, com a inclusão adicional de informação consubstanciada pelas pesagens dos produtos, através da introdução de variável virtual. No estágio do estudo aqui relatado não se otimizaram as condições físico-químicas para a flotação seletiva de hematita; entretanto os resultados mostraram potencial (tanto sob condições ácidas, quanto alcalinas) na flotação aniônica seletiva do sistema hematita/dolomita. Ensaios prospectórios de avaliação das técnicas analíticas empregadas mostraram que os picnometria e calcinação tendem a ser métodos mais confiáveis. O imageamento digital, embora tenha se mostrado promissor, carece ainda de melhoria no procedimento, para maior acurácia. A minimização dos erros de fechamento do balanço de massas pelo empreso do citado algoritmo de otimização sob vínculos mostrou-se muito relevante para a adequada avaliação do processo de separação empregando amostras diminutas, como no caso da microflotação.Research, Society and Development2023-01-12info:eu-repo/semantics/articleinfo:eu-repo/semantics/publishedVersionapplication/pdfhttps://rsdjournal.org/index.php/rsd/article/view/3983110.33448/rsd-v12i1.39831Research, Society and Development; Vol. 12 No. 1; e29912139831Research, Society and Development; Vol. 12 Núm. 1; e29912139831Research, Society and Development; v. 12 n. 1; e299121398312525-3409reponame:Research, Society and Developmentinstname:Universidade Federal de Itajubá (UNIFEI)instacron:UNIFEIenghttps://rsdjournal.org/index.php/rsd/article/view/39831/32636Copyright (c) 2023 Bruna de Oliveira Gomes; Fernanda Bento Sales; José Aurélio Medeiros da Luz; Felipe de Orquiza Milhomemhttps://creativecommons.org/licenses/by/4.0info:eu-repo/semantics/openAccessGomes, Bruna de Oliveira Sales, Fernanda Bento Luz, José Aurélio Medeiros daMilhomem, Felipe de Orquiza 2023-01-13T10:30:42Zoai:ojs.pkp.sfu.ca:article/39831Revistahttps://rsdjournal.org/index.php/rsd/indexPUBhttps://rsdjournal.org/index.php/rsd/oairsd.articles@gmail.com2525-34092525-3409opendoar:2023-01-13T10:30:42Research, Society and Development - Universidade Federal de Itajubá (UNIFEI)false
dc.title.none.fl_str_mv Lagrangian reconciliation of expeditious analyzes on microflotation of hematite and dolomite by carboxylates
Reconciliación lagrangiana de análisis expeditos en microflotación de hematita y dolomita por carboxilatos
Reconciliação lagrangeana de análises expeditas na microflotação de hematita e dolomita por carboxilatos
title Lagrangian reconciliation of expeditious analyzes on microflotation of hematite and dolomite by carboxylates
spellingShingle Lagrangian reconciliation of expeditious analyzes on microflotation of hematite and dolomite by carboxylates
Gomes, Bruna de Oliveira
Célula de fuerstenau
Óleo de caroço de algodão
Análise simplificada
Multiplicadores de lagrange.
Fuerstenau cell
Cottonseed oil
Quick analysis
Lagrange multipliers.
Celda de fuerstenau
Aceite de semilla de algodón
Análisis expedito
Multiplicadores de lagrange.
title_short Lagrangian reconciliation of expeditious analyzes on microflotation of hematite and dolomite by carboxylates
title_full Lagrangian reconciliation of expeditious analyzes on microflotation of hematite and dolomite by carboxylates
title_fullStr Lagrangian reconciliation of expeditious analyzes on microflotation of hematite and dolomite by carboxylates
title_full_unstemmed Lagrangian reconciliation of expeditious analyzes on microflotation of hematite and dolomite by carboxylates
title_sort Lagrangian reconciliation of expeditious analyzes on microflotation of hematite and dolomite by carboxylates
author Gomes, Bruna de Oliveira
author_facet Gomes, Bruna de Oliveira
Sales, Fernanda Bento
Luz, José Aurélio Medeiros da
Milhomem, Felipe de Orquiza
author_role author
author2 Sales, Fernanda Bento
Luz, José Aurélio Medeiros da
Milhomem, Felipe de Orquiza
author2_role author
author
author
dc.contributor.author.fl_str_mv Gomes, Bruna de Oliveira
Sales, Fernanda Bento
Luz, José Aurélio Medeiros da
Milhomem, Felipe de Orquiza
dc.subject.por.fl_str_mv Célula de fuerstenau
Óleo de caroço de algodão
Análise simplificada
Multiplicadores de lagrange.
Fuerstenau cell
Cottonseed oil
Quick analysis
Lagrange multipliers.
Celda de fuerstenau
Aceite de semilla de algodón
Análisis expedito
Multiplicadores de lagrange.
topic Célula de fuerstenau
Óleo de caroço de algodão
Análise simplificada
Multiplicadores de lagrange.
Fuerstenau cell
Cottonseed oil
Quick analysis
Lagrange multipliers.
Celda de fuerstenau
Aceite de semilla de algodón
Análisis expedito
Multiplicadores de lagrange.
description Microflotation campaign of a synthetic binary mixture of hematite and dolomite was carried out in order to evaluate the potential of saponified cottonseed oil as a collector. Hematite content was determined by expeditious methods, namely image analysis, pycnometry, and carbonate thermolysis by calcination. An algebraic reconciliation algorithm of redundant data (via Lagrange multipliers) was developed to treat the raw data from the different analytical techniques, aiming to increase the accuracy of the results, with the additional piece of information arising from product weighing, by introducing a dummy variable. At the stage of the study reported here, the physicochemical conditions for the selective flotation of hematite were not optimized; however, the results showed potential (both under acid and alkaline conditions) for the selective anionic flotation of the hematite/dolomite system. Prospective tests evaluating the analytical techniques employed showed pycnometry and calcination tended to be more reliable methods. Although the imaging method has shown promise, it still lacks some improvement in procedure for greater accuracy. The minimization of closure errors in mass balancing by using the mentioned optimization algorithm under constraints showed to be very relevant for the adequate evaluation of the separation process, using very small samples, as in the case of microflotation.
publishDate 2023
dc.date.none.fl_str_mv 2023-01-12
dc.type.driver.fl_str_mv info:eu-repo/semantics/article
info:eu-repo/semantics/publishedVersion
format article
status_str publishedVersion
dc.identifier.uri.fl_str_mv https://rsdjournal.org/index.php/rsd/article/view/39831
10.33448/rsd-v12i1.39831
url https://rsdjournal.org/index.php/rsd/article/view/39831
identifier_str_mv 10.33448/rsd-v12i1.39831
dc.language.iso.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv https://rsdjournal.org/index.php/rsd/article/view/39831/32636
dc.rights.driver.fl_str_mv https://creativecommons.org/licenses/by/4.0
info:eu-repo/semantics/openAccess
rights_invalid_str_mv https://creativecommons.org/licenses/by/4.0
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv application/pdf
dc.publisher.none.fl_str_mv Research, Society and Development
publisher.none.fl_str_mv Research, Society and Development
dc.source.none.fl_str_mv Research, Society and Development; Vol. 12 No. 1; e29912139831
Research, Society and Development; Vol. 12 Núm. 1; e29912139831
Research, Society and Development; v. 12 n. 1; e29912139831
2525-3409
reponame:Research, Society and Development
instname:Universidade Federal de Itajubá (UNIFEI)
instacron:UNIFEI
instname_str Universidade Federal de Itajubá (UNIFEI)
instacron_str UNIFEI
institution UNIFEI
reponame_str Research, Society and Development
collection Research, Society and Development
repository.name.fl_str_mv Research, Society and Development - Universidade Federal de Itajubá (UNIFEI)
repository.mail.fl_str_mv rsd.articles@gmail.com
_version_ 1797052616801255424