Accelerating Voltage-Controlled Oscillator Sizing Optimizations with ANN-based Convergence Classifiers and Frequency Guess Predictors.
João DominguesAntónio GusmãoNuno HortaNuno LourençoRicardo MartinsPublished in: SMACD (2022)
Keyphrases
- power losses
- artificial neural networks
- support vector
- decision trees
- training data
- feature selection
- feature set
- machine learning algorithms
- classification systems
- supervised classification
- classification rate
- classification models
- convergence rate
- classification trees
- transmission line
- machine learning methods
- feed forward neural networks
- feature subset
- test set
- training set
- data sets
- svm classifier
- class labels
- ensemble learning
- power system
- naive bayes
- weak classifiers
- decision boundary
- support vector machine svm
- machine learning
- multiple classifiers
- feedback loop
- low voltage
- neural network