Automatic oscillations detection and classification of control loop using generalized machine learning algorithms.
Yaser Arbabi YazdiHeydar Toossian ShandizHossein Gholizade-NarmPublished in: Trans. Inst. Meas. Control (2023)
Keyphrases
- machine learning algorithms
- benchmark data sets
- machine learning methods
- decision trees
- machine learning
- learning algorithm
- predictive accuracy
- control loop
- machine learning approaches
- learning tasks
- learning problems
- machine learning models
- random forests
- multiclass classification
- input features
- machine learning systems
- control scheme
- feature extraction
- classification models
- supervised learning
- learning models
- decision tree learners
- spam filtering
- control strategy
- feature selection
- closed loop
- feature space
- transfer learning
- classification accuracy