Direct block scheduling technology : analysis of avidity.

Detalhes bibliográficos
Autor(a) principal: Souza, Felipe Ribeiro
Data de Publicação: 2018
Outros Autores: Burgarelli, Hudson Rodrigues, Nader, Alizeibek Saleimen, Arroyo Ortiz, Carlos Enrique, Chaves, Leonardo Soares, Carvalho, Luiz Alberto, Torres, Vidal Félix Navarro, Câmara, Taís Renata, Galery, Roberto
Tipo de documento: Artigo
Idioma: eng
Título da fonte: Repositório Institucional da UFOP
Texto Completo: http://www.repositorio.ufop.br/handle/123456789/11110
Resumo: This study is focused on Direct Block Scheduling testing (Direct Multi-Period Scheduling methodology) which schedules mine production considering the correct discount factor of each mining block, resulting in the final pit. Each block is analyzed individually in order to define the best target period. This methodology presents an improvement of the classical methodology derived from Lerchs-Grossmann’s initial proposition improved by Whittle. This paper presents the differences between these methodologies, specially focused on the algorithms’ avidity. Avidity is classically defined by the voracious search algorithms, whereupon some of the most famous greedy algorithms are Branch and Bound, Brutal Force and Randomized. Strategies based on heuristics can accentuate the voracity of the optimizer system. The applied algorithm use simulated annealing combined with Tabu Search. The most avid algorithm can select the most profitable blocks in early periods, leading to higher present value in the first periods of mine operation. The application of discount factors to blocks on the Lerchs-Grossmann’s final pit has an accentuated effect with time, and this effect may make blocks scheduled for the end of the mine life unfeasible, representing a trend to a decrease in reported reserves.
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spelling Souza, Felipe RibeiroBurgarelli, Hudson RodriguesNader, Alizeibek SaleimenArroyo Ortiz, Carlos EnriqueChaves, Leonardo SoaresCarvalho, Luiz AlbertoTorres, Vidal Félix NavarroCâmara, Taís RenataGalery, Roberto2019-04-24T11:00:22Z2019-04-24T11:00:22Z2018SOUZA, F. R. et al. Direct block scheduling technology : analysis of avidity. REM - International Engineering Journal, v. 71, p. 97-104, 2018. Disponível em: <http://www.scielo.br/scielo.php?pid=S2448-167X2018000100097&script=sci_abstract&tlng=en>. Acesso em: 12 fev. 2019.1807-0353http://www.repositorio.ufop.br/handle/123456789/11110This study is focused on Direct Block Scheduling testing (Direct Multi-Period Scheduling methodology) which schedules mine production considering the correct discount factor of each mining block, resulting in the final pit. Each block is analyzed individually in order to define the best target period. This methodology presents an improvement of the classical methodology derived from Lerchs-Grossmann’s initial proposition improved by Whittle. This paper presents the differences between these methodologies, specially focused on the algorithms’ avidity. Avidity is classically defined by the voracious search algorithms, whereupon some of the most famous greedy algorithms are Branch and Bound, Brutal Force and Randomized. Strategies based on heuristics can accentuate the voracity of the optimizer system. The applied algorithm use simulated annealing combined with Tabu Search. The most avid algorithm can select the most profitable blocks in early periods, leading to higher present value in the first periods of mine operation. The application of discount factors to blocks on the Lerchs-Grossmann’s final pit has an accentuated effect with time, and this effect may make blocks scheduled for the end of the mine life unfeasible, representing a trend to a decrease in reported reserves.A REM - International Engineering Journal - autoriza o depósito de cópia de artigos dos professores e alunos da UFOP no Repositório Institucional da UFOP. Licença concedida mediante preenchimento de formulário online em: 12 set. 2013.info:eu-repo/semantics/openAccessMine planningAvidity optimizationSimulated annealingTabu searchDirect block scheduling technology : analysis of avidity.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/123456789/11110/2/license.txt62604f8d955274beb56c80ce1ee5dcaeMD52ORIGINALARTIGO_DirectBlockScheduling.pdfARTIGO_DirectBlockScheduling.pdfapplication/pdf664706http://www.repositorio.ufop.br/bitstream/123456789/11110/1/ARTIGO_DirectBlockScheduling.pdffed6660dc2206853ac9db32f48358aecMD51123456789/111102019-04-24 07:00:22.537oai:localhost: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ório InstitucionalPUBhttp://www.repositorio.ufop.br/oai/requestrepositorio@ufop.edu.bropendoar:32332019-04-24T11:00:22Repositório Institucional da UFOP - Universidade Federal de Ouro Preto (UFOP)false
dc.title.pt_BR.fl_str_mv Direct block scheduling technology : analysis of avidity.
title Direct block scheduling technology : analysis of avidity.
spellingShingle Direct block scheduling technology : analysis of avidity.
Souza, Felipe Ribeiro
Mine planning
Avidity optimization
Simulated annealing
Tabu search
title_short Direct block scheduling technology : analysis of avidity.
title_full Direct block scheduling technology : analysis of avidity.
title_fullStr Direct block scheduling technology : analysis of avidity.
title_full_unstemmed Direct block scheduling technology : analysis of avidity.
title_sort Direct block scheduling technology : analysis of avidity.
author Souza, Felipe Ribeiro
author_facet Souza, Felipe Ribeiro
Burgarelli, Hudson Rodrigues
Nader, Alizeibek Saleimen
Arroyo Ortiz, Carlos Enrique
Chaves, Leonardo Soares
Carvalho, Luiz Alberto
Torres, Vidal Félix Navarro
Câmara, Taís Renata
Galery, Roberto
author_role author
author2 Burgarelli, Hudson Rodrigues
Nader, Alizeibek Saleimen
Arroyo Ortiz, Carlos Enrique
Chaves, Leonardo Soares
Carvalho, Luiz Alberto
Torres, Vidal Félix Navarro
Câmara, Taís Renata
Galery, Roberto
author2_role author
author
author
author
author
author
author
author
dc.contributor.author.fl_str_mv Souza, Felipe Ribeiro
Burgarelli, Hudson Rodrigues
Nader, Alizeibek Saleimen
Arroyo Ortiz, Carlos Enrique
Chaves, Leonardo Soares
Carvalho, Luiz Alberto
Torres, Vidal Félix Navarro
Câmara, Taís Renata
Galery, Roberto
dc.subject.por.fl_str_mv Mine planning
Avidity optimization
Simulated annealing
Tabu search
topic Mine planning
Avidity optimization
Simulated annealing
Tabu search
description This study is focused on Direct Block Scheduling testing (Direct Multi-Period Scheduling methodology) which schedules mine production considering the correct discount factor of each mining block, resulting in the final pit. Each block is analyzed individually in order to define the best target period. This methodology presents an improvement of the classical methodology derived from Lerchs-Grossmann’s initial proposition improved by Whittle. This paper presents the differences between these methodologies, specially focused on the algorithms’ avidity. Avidity is classically defined by the voracious search algorithms, whereupon some of the most famous greedy algorithms are Branch and Bound, Brutal Force and Randomized. Strategies based on heuristics can accentuate the voracity of the optimizer system. The applied algorithm use simulated annealing combined with Tabu Search. The most avid algorithm can select the most profitable blocks in early periods, leading to higher present value in the first periods of mine operation. The application of discount factors to blocks on the Lerchs-Grossmann’s final pit has an accentuated effect with time, and this effect may make blocks scheduled for the end of the mine life unfeasible, representing a trend to a decrease in reported reserves.
publishDate 2018
dc.date.issued.fl_str_mv 2018
dc.date.accessioned.fl_str_mv 2019-04-24T11:00:22Z
dc.date.available.fl_str_mv 2019-04-24T11:00:22Z
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 SOUZA, F. R. et al. Direct block scheduling technology : analysis of avidity. REM - International Engineering Journal, v. 71, p. 97-104, 2018. Disponível em: <http://www.scielo.br/scielo.php?pid=S2448-167X2018000100097&script=sci_abstract&tlng=en>. Acesso em: 12 fev. 2019.
dc.identifier.uri.fl_str_mv http://www.repositorio.ufop.br/handle/123456789/11110
dc.identifier.issn.none.fl_str_mv 1807-0353
identifier_str_mv SOUZA, F. R. et al. Direct block scheduling technology : analysis of avidity. REM - International Engineering Journal, v. 71, p. 97-104, 2018. Disponível em: <http://www.scielo.br/scielo.php?pid=S2448-167X2018000100097&script=sci_abstract&tlng=en>. Acesso em: 12 fev. 2019.
1807-0353
url http://www.repositorio.ufop.br/handle/123456789/11110
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