Impact of Loss Model Selection on Power Semiconductor Lifetime Prediction in Electric Vehicles.
Hongjian XiaYi ZhangDao ZhouMinyou ChenWei LaiYunhai WeiHuai WangPublished in: IECON (2022)
Keyphrases
- model selection
- electric vehicles
- energy management
- cross validation
- energy supply
- power grid
- hyperparameters
- parameter estimation
- sample size
- regression model
- intelligent control
- machine learning
- model selection criteria
- renewable energy
- statistical inference
- selection criterion
- prediction model
- mixture model
- variable selection
- unsupervised learning
- power consumption
- smart grid
- marginal likelihood
- parameter determination
- power system
- neural network
- power supply
- training set