Prognostics for state of health estimation of lithium-ion batteries based on combination Gaussian process functional regression.
Datong LiuJingyue PangJianbao ZhouYu PengMichael G. PechtPublished in: Microelectron. Reliab. (2013)
Keyphrases
- gaussian process
- gaussian processes
- regression model
- gaussian process regression
- model selection
- covariance function
- sparse approximations
- bayesian framework
- gaussian process classification
- hyperparameters
- approximate inference
- latent variables
- cross validation
- semi supervised
- electric vehicles
- parameter estimation
- closed form
- data sets
- pairwise
- gaussian process models
- conditional distribution
- marginal likelihood
- expectation propagation
- non stationary
- bayesian methods
- sliding window
- density estimation