Applying design knowledge and machine learning to scada data for classification of wind turbine operating regimes.
Braulio BarahonaCyprien HoelzlEleni N. ChatziPublished in: SSCI (2017)
Keyphrases
- machine learning
- knowledge discovery
- raw data
- data sets
- data points
- machine learning methods
- data analysis
- data mining techniques
- background knowledge
- data collection
- knowledge acquisition
- pattern recognition
- data acquisition
- prior knowledge
- design process
- classification accuracy
- feature selection
- data processing
- model selection
- labeled data
- domain knowledge
- long term
- training samples
- machine learning algorithms
- power consumption
- key management
- text classification
- data sources
- training set
- expert systems
- decision trees
- knowledge base
- decision making
- artificial intelligence
- neural network