Scheduling copper refining and casting operations by means of heuristics for the flexible flow shop problem

Management of the operations in a copper smelter is fundamental for optimizing the use of the plant's installed capacity. In the refining and casting stage, the operations are particularly complex due to the metallurgical characteristics of the process. This paper tackles the problem of automatic scheduling of operations in the refining and casting stage of a copper concentrate smelter. The problem is transformed into a flexible flow shop problem and to solve it, an iterative method is proposed that operates in two stages: in the first stage, a sequence of jobs is constructed that configures the lots, and in the second, the constructed solution is improved by means of simulated annealing. Fifteen test problems are used to show that the proposed algorithm improves the makespan by an average of 9.42% and the mean flow time by 12.19% with respect to an existing constructive heuristic.

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Main Authors: Pradenas,Lorena, Campos,Abel, Saldaña,Jesús, Parada,Victor
Format: Digital revista
Language:English
Published: Sociedade Brasileira de Pesquisa Operacional 2011
Online Access:http://old.scielo.br/scielo.php?script=sci_arttext&pid=S0101-74382011000300002
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spelling oai:scielo:S0101-743820110003000022011-11-03Scheduling copper refining and casting operations by means of heuristics for the flexible flow shop problemPradenas,LorenaCampos,AbelSaldaña,JesúsParada,Victor refining and casting flexible flow shop simulated annealing Management of the operations in a copper smelter is fundamental for optimizing the use of the plant's installed capacity. In the refining and casting stage, the operations are particularly complex due to the metallurgical characteristics of the process. This paper tackles the problem of automatic scheduling of operations in the refining and casting stage of a copper concentrate smelter. The problem is transformed into a flexible flow shop problem and to solve it, an iterative method is proposed that operates in two stages: in the first stage, a sequence of jobs is constructed that configures the lots, and in the second, the constructed solution is improved by means of simulated annealing. Fifteen test problems are used to show that the proposed algorithm improves the makespan by an average of 9.42% and the mean flow time by 12.19% with respect to an existing constructive heuristic.info:eu-repo/semantics/openAccessSociedade Brasileira de Pesquisa OperacionalPesquisa Operacional v.31 n.3 20112011-12-01info:eu-repo/semantics/articletext/htmlhttp://old.scielo.br/scielo.php?script=sci_arttext&pid=S0101-74382011000300002en10.1590/S0101-74382011000300002
institution SCIELO
collection OJS
country Brasil
countrycode BR
component Revista
access En linea
databasecode rev-scielo-br
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region America del Sur
libraryname SciELO
language English
format Digital
author Pradenas,Lorena
Campos,Abel
Saldaña,Jesús
Parada,Victor
spellingShingle Pradenas,Lorena
Campos,Abel
Saldaña,Jesús
Parada,Victor
Scheduling copper refining and casting operations by means of heuristics for the flexible flow shop problem
author_facet Pradenas,Lorena
Campos,Abel
Saldaña,Jesús
Parada,Victor
author_sort Pradenas,Lorena
title Scheduling copper refining and casting operations by means of heuristics for the flexible flow shop problem
title_short Scheduling copper refining and casting operations by means of heuristics for the flexible flow shop problem
title_full Scheduling copper refining and casting operations by means of heuristics for the flexible flow shop problem
title_fullStr Scheduling copper refining and casting operations by means of heuristics for the flexible flow shop problem
title_full_unstemmed Scheduling copper refining and casting operations by means of heuristics for the flexible flow shop problem
title_sort scheduling copper refining and casting operations by means of heuristics for the flexible flow shop problem
description Management of the operations in a copper smelter is fundamental for optimizing the use of the plant's installed capacity. In the refining and casting stage, the operations are particularly complex due to the metallurgical characteristics of the process. This paper tackles the problem of automatic scheduling of operations in the refining and casting stage of a copper concentrate smelter. The problem is transformed into a flexible flow shop problem and to solve it, an iterative method is proposed that operates in two stages: in the first stage, a sequence of jobs is constructed that configures the lots, and in the second, the constructed solution is improved by means of simulated annealing. Fifteen test problems are used to show that the proposed algorithm improves the makespan by an average of 9.42% and the mean flow time by 12.19% with respect to an existing constructive heuristic.
publisher Sociedade Brasileira de Pesquisa Operacional
publishDate 2011
url http://old.scielo.br/scielo.php?script=sci_arttext&pid=S0101-74382011000300002
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