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dc.contributor.authorChen, Tin-Chih Tolyen_US
dc.date.accessioned2020-03-02T03:23:30Z-
dc.date.available2020-03-02T03:23:30Z-
dc.date.issued2019-11-01en_US
dc.identifier.issn0890-0604en_US
dc.identifier.urihttp://dx.doi.org/10.1017/S0890060419000222en_US
dc.identifier.urihttp://hdl.handle.net/11536/153775-
dc.description.abstractA ubiquitous manufacturing (UM) system is used in manufacturing for obtaining the Internet of things solutions and provides location-based manufacturing services. Human-induced uncertainty and early termination are two complications that hamper the effectiveness of an UM system based on three-dimensional (3D) printing. To resolve these complications, several solutions were considered in this study. First, fuzzy-valued parameters were defined to determine uncertainty. Subsequently, slack was derived to determine whether to restart an early terminated 3D printing process in the same 3D printing facility. Consequently, two optimization models - a fuzzy mixed-integer linear programming model and a fuzzy mixed-integer quadratic programming model - were developed in this study. Based on the two optimization models, a fuzzy 3D printing-based UM system that considers uncertainty and early termination was developed. The effectiveness of the proposed methodology was tested by conducting a regional experiment. The experimental results revealed that the proposed methodology could shorten the average cycle time by 9% and could enable 3D printing facilities to make real-time, online reprinting decisions.en_US
dc.language.isoen_USen_US
dc.subjectCycle timeen_US
dc.subjectfuzzyen_US
dc.subjectslacken_US
dc.subjectthree-dimensional printingen_US
dc.subjectubiquitous manufacturingen_US
dc.titleFuzzy approach for production planning by using a three-dimensional printing-based ubiquitous manufacturing systemen_US
dc.typeArticleen_US
dc.identifier.doi10.1017/S0890060419000222en_US
dc.identifier.journalAI EDAM-ARTIFICIAL INTELLIGENCE FOR ENGINEERING DESIGN ANALYSIS AND MANUFACTURINGen_US
dc.citation.volume33en_US
dc.citation.issue4en_US
dc.citation.spage458en_US
dc.citation.epage468en_US
dc.contributor.department交大名義發表zh_TW
dc.contributor.departmentNational Chiao Tung Universityen_US
dc.identifier.wosnumberWOS:000509726900008en_US
dc.citation.woscount2en_US
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