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  4. Data-based turbulence evaluation in production systems
 
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2021
Journal Article
Title

Data-based turbulence evaluation in production systems

Abstract
Every customer order causes different levels of turbulences in the production process - depending on order type, quantity and point of time. Today, these turbulences are usually assessed qualitatively. One way of evaluation with sufficient accuracy is to use historical data. The aim of this approach is a near real-time, situation-dependent evaluation of unpredicted efforts for the provision of the production output. The information basis is historical data collected as key figures (e.g. feedback data) with time stamps. This article describes how retrospective information can be used to make real-time statements about the turbulences caused by future orders.
Author(s)
Böhm, Markus  
Fraunhofer-Institut für Produktionstechnik und Automatisierung IPA  
Bauernhansl, Thomas  
Fraunhofer-Institut für Produktionstechnik und Automatisierung IPA  
Journal
Procedia CIRP  
Conference
Conference on Intelligent Computation in Manufacturing Engineering (ICME) 2020  
Open Access
DOI
10.1016/j.procir.2021.03.119
Additional link
Full text
Language
English
Fraunhofer-Institut für Produktionstechnik und Automatisierung IPA  
Keyword(s)
  • Fertigungssystem

  • Produktionsdatenerfassung

  • Turbulenz

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