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Effective decomposition algorithm for multistage batch plant scheduling

dc.contributor.authorCastro, Pedro
dc.contributor.authorHarjunkoski, Iiro
dc.contributor.authorGrossmann, Ignacio E.
dc.date.accessioned2011-01-14T14:36:01Z
dc.date.available2011-01-14T14:36:01Z
dc.date.issued2010-06-06
dc.description.abstractThis paper presents a new algorithm for the scheduling of batch plants with a large number of orders and sequence-dependent changeovers. Such problems are either intractable or yield poor solutions with full-space approaches. We use decomposition on the entire set of orders and derive the complete schedule in several iterations. The key idea is to allow for partial rescheduling without altering the main decisions in terms of unit assignments and sequencing, so that the complexity is kept at a manageable level. It has been implemented with a unit-specific continuous-time model and tested for different decomposition settings. The results show that a real-life 50-order, 17-unit, 6-stage problem can effectively be solved in roughly 6 minutes of computational time.por
dc.identifier.citationCastro, P.; Harjunkoski, I.; Grossmann, E. Effective decomposition algorithm for multistage batch plant scheduling. In: Computer Aided Chemical Engineering, vol. 28, - ESCAPE-20th European Symposium on Computer Aided Process, Ischia, Italy, Hunho 6-9, 2010por
dc.identifier.urihttp://hdl.handle.net/10400.9/1105
dc.language.isoengpor
dc.peerreviewedyespor
dc.subjectOptimizationpor
dc.subjectContinuous-timepor
dc.subjectSequence-dependent changeoverspor
dc.titleEffective decomposition algorithm for multistage batch plant schedulingpor
dc.typeconference object
dspace.entity.typePublication
oaire.citation.conferencePlaceIschia, Italypor
oaire.citation.titleComputer Aided Chemical Engineering, vol. 28, - ESCAPE-20th European Symposium on Computer Aided Processpor
rcaap.rightsopenAccesspor
rcaap.typeconferenceObjectpor

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