Nonlinear parameter estimation for capacity fade in Lithium-ion cells based on a reduced-order electrochemical model.
James MarcickiFabio TodeschiniSimona OnoriMarcello CanovaPublished in: ACC (2012)
Keyphrases
- parameter estimation
- maximum likelihood
- random fields
- least squares
- probabilistic model
- em algorithm
- parameter estimation algorithm
- model fitting
- maximum likelihood estimation
- model selection
- computer vision
- bayesian networks
- experimental data
- expectation maximization
- markov chain
- markov random field
- parameter estimates