Identifiability and Parameter Estimation of the Single Particle Lithium-Ion Battery Model.
Adrien M. BizerayJin-Ho KimStephen R. DuncanDavid A. HoweyPublished in: IEEE Trans. Control. Syst. Technol. (2019)
Keyphrases
- parameter estimation
- parameter values
- maximum likelihood
- em algorithm
- maximum likelihood estimation
- probabilistic model
- model fitting
- random fields
- experimental data
- parameter estimation algorithm
- statistical models
- model selection
- statistical model
- parameters estimation
- bayesian framework
- expectation maximization
- parametric models
- markov random field
- least squares
- linear models
- parameter estimates
- electric vehicles
- prior knowledge