A Granularity Invariant Method for the Classification of Energy Production Time Series in Photovoltaic Plants.
Iván De-Paz-CentenoMaría Teresa García-OrdásOscar García-OlallaCarlos Girón-CasaresHéctor Alaiz-MoretónPublished in: IEEE Access (2023)
Keyphrases
- classification method
- classification accuracy
- support vector machine
- pattern classification
- machine learning methods
- classification algorithm
- cross validation
- support vector machine svm
- unsupervised learning
- dimension reduction
- decision rules
- training samples
- benchmark data sets
- pairwise
- bp neural network
- preprocessing
- pattern recognition
- classification process
- detection method
- minimum energy
- image matching
- energy consumption
- machine learning
- feature set
- feature space
- support vector
- feature extraction