Optimal Design of Experiment for Parameter Estimation of a Single Particle Model for Lithiumion Batteries.
Andrea PozziGabriele CiaramellaKrishnakumar GopalakrishnanStefan VolkweinDavide Martino RaimondoPublished in: CDC (2018)
Keyphrases
- parameter estimation
- optimal design
- em algorithm
- statistical models
- probabilistic model
- maximum likelihood
- statistical model
- maximum likelihood estimation
- random fields
- parameter values
- least squares
- expectation maximization
- model selection
- computer vision
- markov random field
- prior knowledge
- data mining
- closed form
- maximum entropy
- hidden markov models
- image processing
- gibbs sampling
- parameters estimation