Online-scheduling using past and real-time data: An assessment by discrete event simulation using exponential smoothing

Publikation: Beiträge in ZeitschriftenZeitschriftenaufsätzeForschungbegutachtet

Authors

Often deviations occur in the execution of a production schedule because prediction of productivity is unrealistic. Therefore, researchers have shown huge interest in understanding and modelling productivity factors to consider them in planning and design of manufacturing systems. In contrast, this paper examines how productivity can be considered in online-scheduling using past and real-time data and which effect this has on the overall system performance. The discrete event simulation exemplarily considering human productivity factors shows promising results but also the need for more complex forecasting methods Future work will also consider other factors such as tool wear and disturbances.

OriginalspracheEnglisch
ZeitschriftCIRP - Journal of Manufacturing Science and Technology
Jahrgang19
Seiten (von - bis)158-163
Anzahl der Seiten6
ISSN1755-5817
DOIs
PublikationsstatusErschienen - 19.11.2017

DOI

Zuletzt angesehen

Publikationen

  1. Generative 3D reconstruction of Ti-6Al-4V basketweave microstructures by optimization of differentiable microstructural descriptors
  2. Optimising business performance with standard software systems
  3. Priority effects of time of arrival of plant functional groups override sowing interval or density effects
  4. How to assess transformative performance towards sustainable development in higher education institutions
  5. TextCSN
  6. Where do the data live?
  7. Intraindividual variability in identity centrality
  8. I share because of who I am: values, identities, norms, and attitudes explain sharing intentions
  9. How development leads to democracy
  10. Intermediate `time-spaces' - The rediscovery of transition in spatial planning and environmental planning
  11. How can employment relations in global value networks be managed towards social responsibility?
  12. Analysis of Dynamic Response of a Two Degrees of Freedom (2-DOF) Ball Bearing Nonlinear Model
  13. Bioassay-directed chemical analysis utilizing LC-MS: a tool for identifying estrogenic compounds in water samples?
  14. ›A moving picture of thought‹
  15. DSM-IV und DSM-5
  16. Control of Permanent Magnet Synchronous Motors for Track Applications
  17. Winning Ugly
  18. "to expose, to show, to demonstrate, to inform, to offer. Artistic Practices around 1990"
  19. A trait-based framework linking the soil metabolome to plant–soil feedbacks
  20. Repeated sampling detects gene flow in a flightless ground beetle in a fragmented landscape
  21. Cognitive and affective processes in multimedia learning
  22. The Impact of Scale on Children’s Spatial Thought
  23. Amtsmenschen
  24. Risk Aversion and Sorting into Public Sector Employment
  25. Technological change and the dynamics of industries, theoretical issues and empirical evidence from Dutch manufacturing
  26. A Performance Motivator in one Country, A Non-Motivator in Another?
  27. Collective emotions in institutional creation work
  28. Propagating Maximum Capacities for Recommendation
  29. Probing turbulent superstructures in Rayleigh-Bénard convection by Lagrangian trajectory clusters
  30. To Fail or Not to Fail
  31. Inexistent Ink: Michael Cisco and Quentin Meillassoux on Writing Worlds
  32. Understanding european union law
  33. Realizing the full potential of behavioural science for climate change mitigation
  34. Remaining time and opportunities at work: Relationships between age, work characteristics, and occupational future time perspective
  35. Mechanisms behind elevational plant species richness patterns revealed by a trait-based approach
  36. The effect of storage medium on the elution of monomers from composite materials
  37. Does outcome expectancy predict outcomes in online depression prevention? Secondary analysis of randomised-controlled trials
  38. The negative interplay between national custodial sanctions and leniency
  39. Too precise to pursue
  40. Diskussionsinhalte der 10. Hamburger Auditing and Control Conference am 20./21.09.2012
  41. Elevated temperature and varied load response of AS41 at bolted joint
  42. Synchronic and Diachronic Pragmatic Variability
  43. Zielablösezyklus
  44. The impact of distributed leadership on teacher commitment
  45. Hohe Einkommen