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Decision support for grape harvesting at a South African winery

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dc.contributor.author Van der Merwe, A
dc.contributor.author Van Dyk, FE
dc.contributor.author Van Vuuren, JH
dc.date.accessioned 2012-01-04T09:47:53Z
dc.date.available 2012-01-04T09:47:53Z
dc.date.issued 2011-12
dc.identifier.citation Van der Merwe, A, Van Dyk, FE and Van Vuuren, JH. 2011. Decision support for grape harvesting at a South African winery. Orion: Journal of the Operations Research, Vol 27(2), pp 83–100 en_US
dc.identifier.issn 0529-191-X
dc.identifier.uri http://hdl.handle.net/10204/5422
dc.description Copyright: 2011 ORSSA: Operations Research Society of South Africa en_US
dc.description.abstract Recent technological advances have had a major impact on the management of traditional wineries, giving rise to the prospect of computerised decision support with respect to a range of complex harvesting and wine making decisions which have to be taken routinely. In this paper, two nested scheduling problems are considered. The first, referred to as the active cellar scheduling problem, is concerned with making good scheduling decisions within a winery (i.e. optimal assignments of grape intake batches to different processor sets inside the active part of the cellar). The harvest scheduling problem, on the other hand, refers to the larger, over-arching problem of selecting the best possible dates on which to harvest the respective vineyard blocks in order to preserve grape quality. A nested tabu search approach is presented to solve these two scheduling problems simultaneously. This solution approach has been implemented as a computerised decision support tool, called VinDSS, and the practical workability of this tool is demonstrated by means of a special case study at a winery in the South African Western Cape. en_US
dc.language.iso en en_US
dc.publisher ORSSA: Operations Research Society of SA en_US
dc.relation.ispartofseries Workflow request;7806
dc.subject Grape harvesting en_US
dc.subject Winery en_US
dc.subject Decision support en_US
dc.subject Metaheuristics en_US
dc.subject Wineries en_US
dc.subject South African Western Cape en_US
dc.title Decision support for grape harvesting at a South African winery en_US
dc.type Article en_US
dc.identifier.apacitation Van der Merwe, A., Van Dyk, F., & Van Vuuren, J. (2011). Decision support for grape harvesting at a South African winery. http://hdl.handle.net/10204/5422 en_ZA
dc.identifier.chicagocitation Van der Merwe, A, FE Van Dyk, and JH Van Vuuren "Decision support for grape harvesting at a South African winery." (2011) http://hdl.handle.net/10204/5422 en_ZA
dc.identifier.vancouvercitation Van der Merwe A, Van Dyk F, Van Vuuren J. Decision support for grape harvesting at a South African winery. 2011; http://hdl.handle.net/10204/5422. en_ZA
dc.identifier.ris TY - Article AU - Van der Merwe, A AU - Van Dyk, FE AU - Van Vuuren, JH AB - Recent technological advances have had a major impact on the management of traditional wineries, giving rise to the prospect of computerised decision support with respect to a range of complex harvesting and wine making decisions which have to be taken routinely. In this paper, two nested scheduling problems are considered. The first, referred to as the active cellar scheduling problem, is concerned with making good scheduling decisions within a winery (i.e. optimal assignments of grape intake batches to different processor sets inside the active part of the cellar). The harvest scheduling problem, on the other hand, refers to the larger, over-arching problem of selecting the best possible dates on which to harvest the respective vineyard blocks in order to preserve grape quality. A nested tabu search approach is presented to solve these two scheduling problems simultaneously. This solution approach has been implemented as a computerised decision support tool, called VinDSS, and the practical workability of this tool is demonstrated by means of a special case study at a winery in the South African Western Cape. DA - 2011-12 DB - ResearchSpace DP - CSIR KW - Grape harvesting KW - Winery KW - Decision support KW - Metaheuristics KW - Wineries KW - South African Western Cape LK - https://researchspace.csir.co.za PY - 2011 SM - 0529-191-X T1 - Decision support for grape harvesting at a South African winery TI - Decision support for grape harvesting at a South African winery UR - http://hdl.handle.net/10204/5422 ER - en_ZA


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