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Title:

Automated plan assessment in cognitive manufacturing

Document type:
Zeitschriftenaufsatz
Author(s):
Paul Maier, Martin Sachenbacher, Thomas Rühr, Lukas Kuhn
Abstract:
In a cognitive factory setting, product manufacturing is automatically planned and scheduled, exploiting a knowledge base that describes component capabilities and behaviors of the factory. However, because planning and scheduling are computationally hard, they must typically be done offline using a simplified system model, and are thus unaware of online observations and potential component faults. This leads to a problem: Given behavior models and online observations of possibly faulty behavior...     »
Keywords:
plan assessment, cognitive factory, manufacturability analysis, probabilistic model checking, probabilistic reasoning
Journal title:
Advanced Engineering Informatics
Year:
2010
Journal volume:
24
Month:
Aug
Journal issue:
4
Pages contribution:
308-319
Language:
en
Fulltext / DOI:
doi:10.1016/j.aei.2010.05.015
Publisher:
Elsevier
Notes:
Special Issue: The Cognitive Factory
Status:
published (reviewed)
Format:
Text
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