User: Guest  Login
Title:

Plan Assessment for Autonomous Manufacturing as Bayesian Inference

Document type:
Konferenzbeitrag
Author(s):
Paul Maier, Dominik Jain, Stefan Waldherr, Martin Sachenbacher
Abstract:
Next-generation autonomous manufacturing plants create individual- ized products by automatically deriving manufacturing schedules from design specifications. However, because planning and scheduling are computationally hard, they must typically be done offline using a simplified system model, mean- ing that online observations and potential component faults cannot be considered. This leads to the problem of plan assessment: Given behavior models and current observations of the plant’s (possibly...     »
Keywords:
plan assessment, probabilistic reasoning
Book / Congress title:
33rd Annual German Conference on Artificial Intelligence (KI-2010)
Congress (additional information):
Accepted for publication
Year:
2010
Language:
en
Notes:
The original publication is available at www.springerlink.com
Format:
Text
 BibTeX