Automation of an industrial pilot bioreactor based on model predictive control with nonlinear parameter estimation.
Karlheinz PreußMarie-Véronique Le LannJacques ProthPublished in: ECC (1999)
Keyphrases
- parameter estimation
- model predictive control
- control system
- predictive control
- maximum likelihood
- em algorithm
- model selection
- least squares
- statistical models
- mpc algorithm
- random fields
- parameter estimation algorithm
- expectation maximization
- markov random field
- fuzzy logic
- estimation problems
- real time
- model fitting
- control algorithm
- multiple models
- parameter estimates
- machine learning
- neural network