Impact of Loss Model Selection on Power Semiconductor Lifetime Prediction in Electric Vehicles.
Hongjian XiaYi ZhangDao ZhouMinyou ChenWei LaiYunhai WeiHuai WangPublished in: CoRR (2022)
Keyphrases
- model selection
- electric vehicles
- cross validation
- energy supply
- energy management
- power grid
- sample size
- hyperparameters
- regression model
- intelligent control
- prediction model
- parameter estimation
- machine learning
- power system
- variable selection
- gaussian process
- information criterion
- mixture model
- selection criterion
- statistical inference
- smart grid
- parameter determination
- power consumption
- power supply
- load forecasting
- feature selection
- energy consumption
- unsupervised learning
- marginal likelihood
- support vector machine
- renewable energy
- automatic model selection