Online identification of adsorption isotherms in SMB processes via efficient moving horizon state and parameter estimation.
Achim KüpperLeonard WirschingMoritz DiehlJohannes P. SchlöderHans Georg BockSebastian EngellPublished in: Comput. Chem. Eng. (2010)
Keyphrases
- parameter estimation
- maximum likelihood
- model selection
- least squares
- em algorithm
- statistical models
- markov random field
- model fitting
- random fields
- parameter values
- parameter estimation algorithm
- posterior distribution
- approximate inference
- expectation maximization
- gibbs sampling
- parameter estimates
- position estimation
- state space
- pairwise
- structure learning
- state estimation