Control-oriented modeling and adaptive parameter estimation of a Lithium ion intercalation cell.
Pierre Y. BiAnuradha M. AnnaswamyAleksandar KojicPublished in: CDC (2015)
Keyphrases
- parameter estimation
- maximum likelihood
- least squares
- em algorithm
- markov random field
- parameter estimation algorithm
- model selection
- random fields
- parameter values
- approximate inference
- statistical models
- expectation maximization
- posterior distribution
- parameters estimation
- maximum likelihood estimation
- gibbs sampling
- control system
- model fitting
- parameter estimates
- machine learning
- structure learning