Gaussian Process Regression based State of Health Estimation of Lithium-Ion Batteries using Indirect Battery Health Indicators.
Duggireddy Yashwanth ReddyBikky RouthAmit PatraSiddhartha MukhopadhyayPublished in: ICPHM (2021)
Keyphrases
- gaussian process
- electric vehicles
- gaussian processes
- regression model
- model selection
- gaussian process classification
- gaussian process regression
- semi supervised
- latent variables
- approximate inference
- bayesian framework
- gaussian process models
- hyperparameters
- dynamical model
- expectation propagation
- cross validation
- decision trees
- higher order
- state space
- covariance function