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Decision Making for Wind Turbine Fabrication by Logical Decision Tree and Binary Decision Diagrams: A Real Case Study of Wind Turbine Manufacturing

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dc.contributor.author García Márquez, Fausto Pedro
dc.contributor.author Segovia Ramírez, Isaac
dc.contributor.author Pliego Marugán, Alberto
dc.date.accessioned 2019-05-16T09:40:34Z
dc.date.available 2019-05-16T09:40:34Z
dc.date.issued 2019-05
dc.identifier.citation Energies es_ES
dc.identifier.issn 1996-1073
dc.identifier.uri http://hdl.handle.net/10578/20814
dc.description.abstract The wind energy industry is expanding in order to be able to meet the current and future energy demand, and is supported by governments in that renewable energy investment has been made. Optimal decision making (DM) in wind turbine manufacturing is required to guarantee the competitiveness of the business. This paper considers decision making for wind turbine manufacturing using a logical decision tree (LDT) and binary decision diagrams (BDD). A qualitative analysis of wind turbine manufacturing is carried out using logical decision trees. They are used for a qualitative study of the case study. Binary decision diagrams are used to obtain the Boolean function and, therefore, to carry out a quantitative analysis. Finally, an optimization of budgets is employed based on importance measures. There is no optimal method that can establish the importance measures. The following heuristic methods have been used to find a solution close to the optimal: Fussell-Vesely, Birnbaum and Criticality. The computational cost is reduced by ranking the events. The heuristic methods to establish the best rankings are: Top-Down-Left-Right, Level based method, AND based method, Breadth-First Search (BFS) and Depth First Search (DFS). A real case study is considered, in which a static and dynamic analysis is carried out. es_ES
dc.format application/pdf es_ES
dc.language.iso en es_ES
dc.publisher MDPI es_ES
dc.rights info:eu-repo/semantics/openAccess es_ES
dc.subject Decision making es_ES
dc.subject Logical decision tree es_ES
dc.subject Binary decision diagram es_ES
dc.subject Importance measures es_ES
dc.title Decision Making for Wind Turbine Fabrication by Logical Decision Tree and Binary Decision Diagrams: A Real Case Study of Wind Turbine Manufacturing es_ES
dc.type info:eu-repo/semantics/article es_ES
dc.relation.projectID DPI2015-67264-P. es_ES
dc.identifier.DOI https://doi.org/10.3390/en12091753


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