A Bayesian framework to estimate part quality and associated uncertainties in multistage manufacturing.
Moschos PapananiasThomas E. McLeayMahdi MahfoufVisakan KadirkamanathanPublished in: Comput. Ind. (2019)
Keyphrases
- bayesian framework
- multistage
- prior knowledge
- generative model
- production system
- posterior probability
- dynamic programming
- maximum a posteriori
- production line
- lot sizing
- hyperparameters
- single stage
- gaussian process
- bayesian model
- expectation maximization
- high quality
- stochastic programming
- prior distribution
- bayesian formulation
- posterior distribution
- stochastic optimization
- probability density function
- optimal policy
- manufacturing systems
- bayesian methods
- maximum likelihood
- production planning
- learning algorithm
- capacity expansion