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  • 标题:PREFAB Framework - PRoduct quality towards zEro deFects for melAmine surface Boards industry
  • 本地全文:下载
  • 作者:Rui Correia Dias ; Pedro Pinho Senna ; Artur Freitas Gonçalves
  • 期刊名称:IFAC PapersOnLine
  • 印刷版ISSN:2405-8963
  • 出版年度:2021
  • 卷号:54
  • 期号:1
  • 页码:570-575
  • DOI:10.1016/j.ifacol.2021.08.065
  • 语种:English
  • 出版社:Elsevier
  • 摘要:AbstractZero Defects is one of the ultimate targets for manufacturing quality control and assurance. Such systems are becoming common in advanced manufacturing industries but are at an initial stage in more traditional industrial sectors, such as wood panels, laminates production, pulp and paper processing and composite panels production. This paper proposes the PREFAB framework, applied to the wood-based panels industry, to minimize rejected products using AI, machine learning and IoT devices. The framework was built through action research with a Portuguese wood-based panel manufacturing. This framework delivered an innovative decision support system that provides relevant and timely recommendations for shopfloor decision making and to support process/product engineering.
  • 关键词:KeywordsZero-defects ManufacturingDefect PredictionQuality Predictive MonitoringBusiness Process ModelingDecision Support System
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