Bayesian Parameter Estimation Applied to the Li-ion Battery Single Particle Model with Electrolyte Dynamics.
Antti AitioScott G. MarquisPedro AscencioDavid A. HoweyPublished in: CoRR (2020)
Keyphrases
- parameter estimation
- maximum likelihood
- em algorithm
- parameter values
- parameter estimation algorithm
- model fitting
- posterior distribution
- statistical models
- random fields
- probabilistic model
- statistical model
- model selection
- approximate inference
- bayesian framework
- prior information
- bayesian inference
- expectation maximization
- gibbs sampling
- variational inference
- parameters estimation
- prior knowledge