A new moment analysis method to estimate the characteristic parameters in chromatographic general rate model.
Zheng LiuJonas RoininenIiro PulkkinenPia SaariTuomo SainioVille AlopaeusPublished in: Comput. Chem. Eng. (2013)
Keyphrases
- mathematical model
- sensitivity analysis
- probabilistic model
- input data
- parameter estimation
- theoretical analysis
- parameter space
- similarity measure
- statistical model
- maximum likelihood estimation
- parametric models
- estimation process
- objective function
- modeling method
- prior knowledge
- parameters estimation
- optimization method
- estimation algorithm
- cost function
- evaluation method
- bp neural network
- linear regression model
- regression analysis
- kinematic model
- linear model
- parameter values
- prediction model
- linear regression
- nonlinear models
- calibration method
- energy function
- high order
- parameter estimates
- em algorithm
- normal distribution
- expectation maximization
- segmentation method
- classification method
- maximum likelihood
- method assumes
- probability distribution
- estimated parameters
- initial estimates
- estimate the model parameters
- fuzzy inference system
- control parameters
- statistical methods
- autoregressive
- bayesian framework
- density function
- parameter settings