A Random Field Model and Decision Support in Industrial Production

  • Julie Oger
  • Emmanuel Lesigne
  • Philippe Leduc

Résumé

We propose a new tool of decision support in front of a globally unknown phenomenon which is modeled by a random field representing simultaneously our knowledge and our lack of information. This tool is the distribution of a random variable called failure risk probability. Before giving the precise definition of this object, we describe an industrial context in which the decision problem occurs and we discuss Bayesian random field model constructions.
Publiée
2015-11-17
Rubrique
Article