Data-Driven Model Selection Study for Long-Term Performance Deterioration of Gas Turbines.
Yuan LiuAvisekh BanerjeeHouman HanachiAmar KumarPublished in: ICPHM (2019)
Keyphrases
- model selection
- data driven
- long term
- cross validation
- bayesian learning
- parameter estimation
- mixture model
- machine learning
- sample size
- automatic model selection
- statistical learning
- hyperparameters
- motion segmentation
- model selection criteria
- parameter determination
- information criterion
- meta learning
- selection criterion
- variable selection
- gaussian process
- generalization error
- incremental learning
- short term
- active learning