A new method to estimate a first-order plus time delay model from step response.
Giuseppe FedelePublished in: J. Frankl. Inst. (2009)
Keyphrases
- mathematical model
- cost function
- preprocessing
- optimization method
- objective function
- classification method
- probabilistic model
- theoretical analysis
- estimation process
- iterative process
- optimization model
- test data
- analytical model
- statistical model
- detection method
- similarity measure
- network model
- parameter estimation
- energy function
- prediction model
- em algorithm
- high accuracy
- sensitivity analysis
- reconstruction method
- evaluation method
- linear regression
- modeling method
- study proposes
- kalman filter
- high order
- segmentation method
- closed form
- prior information
- bayesian framework
- significant improvement
- prior knowledge
- matching procedure
- monte carlo simulation
- hybrid model
- estimation algorithm
- neural network
- evaluation model
- markov model
- method assumes
- hybrid method
- regression analysis
- recognition algorithm
- statistical methods
- model checking
- tree structure
- support vector machine
- clustering algorithm
- knowledge base