Application of optimized models through direct block scheduling in traditional mine planning.

Detalhes bibliográficos
Autor(a) principal: Campos, Pedro Henrique Alves
Data de Publicação: 2018
Outros Autores: Hori, Carla Eponina, Morales, N. M.
Tipo de documento: Artigo
Idioma: eng
Título da fonte: Repositório Institucional da UFOP
Texto Completo: http://www.repositorio.ufop.br/handle/123456789/11267
http://dx.doi.org/10.17159/2411-9717/2018/v118n4a8
Resumo: Many papers have been published by the scientific community on the development of techniques that use direct block scheduling (DBS) to solve open pit production scheduling problems, and have compared the results obtained with DBS to those obtained with conventional methods for mine planning. The most significant advantage of using DBS is the possibility of maximizing the economic value to each project. However, until recently, the computational complexity of DBS has prevented it from being used to solve problems on an industrial scale, where there are a large number of mine blocks to deal with and many constraints. While much research has already been conducted and many new tools and algorithms have been developed to solve this global open pit production-scheduling problem, this article proposes the use of optimized models obtained through DBS as part of the conventional medium-term planning methodology to take advantage of its benefits without being hindered by its limitations. Three different approaches to medium-term planning were compared. First, a renowned software package that is used in the mineral industry was used to execute conventional medium-term scheduling. Then, DBS was used to perform the same task. Finally, a combination of DBS and conventional scheduling was tested. Using the results provided by DBS, sectorization of specific areas was included in the conventional methodology to guide the scheduling and thus allow this combination to produce real benefits, even for large projects.
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spelling Campos, Pedro Henrique AlvesHori, Carla EponinaMorales, N. M.2019-05-10T13:04:42Z2019-05-10T13:04:42Z2018CAMPOS, P. H. A; HORI, C; MORALES, N. M. Application of optimized models through direct block scheduling in traditional mine planning. Journal of the Southern African Institute of Mining and Metallurgy, v. 118, p. 381-386, 2018. Disponível em: <http://www.scielo.org.za/scielo.php?script=sci_arttext&pid=S2225-62532018000400011>. Acesso em: 12 fev. 2019.2411-9717http://www.repositorio.ufop.br/handle/123456789/11267http://dx.doi.org/10.17159/2411-9717/2018/v118n4a8Many papers have been published by the scientific community on the development of techniques that use direct block scheduling (DBS) to solve open pit production scheduling problems, and have compared the results obtained with DBS to those obtained with conventional methods for mine planning. The most significant advantage of using DBS is the possibility of maximizing the economic value to each project. However, until recently, the computational complexity of DBS has prevented it from being used to solve problems on an industrial scale, where there are a large number of mine blocks to deal with and many constraints. While much research has already been conducted and many new tools and algorithms have been developed to solve this global open pit production-scheduling problem, this article proposes the use of optimized models obtained through DBS as part of the conventional medium-term planning methodology to take advantage of its benefits without being hindered by its limitations. Three different approaches to medium-term planning were compared. First, a renowned software package that is used in the mineral industry was used to execute conventional medium-term scheduling. Then, DBS was used to perform the same task. Finally, a combination of DBS and conventional scheduling was tested. Using the results provided by DBS, sectorization of specific areas was included in the conventional methodology to guide the scheduling and thus allow this combination to produce real benefits, even for large projects.All the contents of The Southern African Institute of Mining and Metallurgyl, except where otherwise noted, is licensed under a Creative Commons Attribution License wich permits copy and redistribute the material in any medium or format. Fonte: The Southern African Institute of Mining and Metallurgy <http://www.scielo.org.za/scielo.php?script=sci_serial&pid=2225-6253&lng=en&nrm=iso>. Acesso em: 06 fev. 2019.info:eu-repo/semantics/openAccessOpen pit miningMine planningProduction schedulingApplication of optimized models through direct block scheduling in traditional mine planning.info:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articleengreponame:Repositório Institucional da UFOPinstname:Universidade Federal de Ouro Preto (UFOP)instacron:UFOPLICENSElicense.txtlicense.txttext/plain; charset=utf-8924http://www.repositorio.ufop.br/bitstream/123456789/11267/2/license.txt62604f8d955274beb56c80ce1ee5dcaeMD52ORIGINALARTIGO_ApplicationOptimizedModels.pdfARTIGO_ApplicationOptimizedModels.pdfapplication/pdf337828http://www.repositorio.ufop.br/bitstream/123456789/11267/1/ARTIGO_ApplicationOptimizedModels.pdf16772c1abc7e611d2a78867d302be229MD51123456789/112672019-05-10 09:04:42.073oai:localhost: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ório InstitucionalPUBhttp://www.repositorio.ufop.br/oai/requestrepositorio@ufop.edu.bropendoar:32332019-05-10T13:04:42Repositório Institucional da UFOP - Universidade Federal de Ouro Preto (UFOP)false
dc.title.pt_BR.fl_str_mv Application of optimized models through direct block scheduling in traditional mine planning.
title Application of optimized models through direct block scheduling in traditional mine planning.
spellingShingle Application of optimized models through direct block scheduling in traditional mine planning.
Campos, Pedro Henrique Alves
Open pit mining
Mine planning
Production scheduling
title_short Application of optimized models through direct block scheduling in traditional mine planning.
title_full Application of optimized models through direct block scheduling in traditional mine planning.
title_fullStr Application of optimized models through direct block scheduling in traditional mine planning.
title_full_unstemmed Application of optimized models through direct block scheduling in traditional mine planning.
title_sort Application of optimized models through direct block scheduling in traditional mine planning.
author Campos, Pedro Henrique Alves
author_facet Campos, Pedro Henrique Alves
Hori, Carla Eponina
Morales, N. M.
author_role author
author2 Hori, Carla Eponina
Morales, N. M.
author2_role author
author
dc.contributor.author.fl_str_mv Campos, Pedro Henrique Alves
Hori, Carla Eponina
Morales, N. M.
dc.subject.por.fl_str_mv Open pit mining
Mine planning
Production scheduling
topic Open pit mining
Mine planning
Production scheduling
description Many papers have been published by the scientific community on the development of techniques that use direct block scheduling (DBS) to solve open pit production scheduling problems, and have compared the results obtained with DBS to those obtained with conventional methods for mine planning. The most significant advantage of using DBS is the possibility of maximizing the economic value to each project. However, until recently, the computational complexity of DBS has prevented it from being used to solve problems on an industrial scale, where there are a large number of mine blocks to deal with and many constraints. While much research has already been conducted and many new tools and algorithms have been developed to solve this global open pit production-scheduling problem, this article proposes the use of optimized models obtained through DBS as part of the conventional medium-term planning methodology to take advantage of its benefits without being hindered by its limitations. Three different approaches to medium-term planning were compared. First, a renowned software package that is used in the mineral industry was used to execute conventional medium-term scheduling. Then, DBS was used to perform the same task. Finally, a combination of DBS and conventional scheduling was tested. Using the results provided by DBS, sectorization of specific areas was included in the conventional methodology to guide the scheduling and thus allow this combination to produce real benefits, even for large projects.
publishDate 2018
dc.date.issued.fl_str_mv 2018
dc.date.accessioned.fl_str_mv 2019-05-10T13:04:42Z
dc.date.available.fl_str_mv 2019-05-10T13:04:42Z
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
dc.type.driver.fl_str_mv info:eu-repo/semantics/article
format article
status_str publishedVersion
dc.identifier.citation.fl_str_mv CAMPOS, P. H. A; HORI, C; MORALES, N. M. Application of optimized models through direct block scheduling in traditional mine planning. Journal of the Southern African Institute of Mining and Metallurgy, v. 118, p. 381-386, 2018. Disponível em: <http://www.scielo.org.za/scielo.php?script=sci_arttext&pid=S2225-62532018000400011>. Acesso em: 12 fev. 2019.
dc.identifier.uri.fl_str_mv http://www.repositorio.ufop.br/handle/123456789/11267
dc.identifier.issn.none.fl_str_mv 2411-9717
dc.identifier.doi.pt_BR.fl_str_mv http://dx.doi.org/10.17159/2411-9717/2018/v118n4a8
identifier_str_mv CAMPOS, P. H. A; HORI, C; MORALES, N. M. Application of optimized models through direct block scheduling in traditional mine planning. Journal of the Southern African Institute of Mining and Metallurgy, v. 118, p. 381-386, 2018. Disponível em: <http://www.scielo.org.za/scielo.php?script=sci_arttext&pid=S2225-62532018000400011>. Acesso em: 12 fev. 2019.
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