Energy Disaggregation Methods for Commercial Buildings Using Smart Meter and Operational Data.
Shubham BansalMischa SchmidtPublished in: AAAI Workshops (2017)
Keyphrases
- data mining methods
- data mining techniques
- database
- data collection
- statistical methods
- data processing
- data analysis
- computational cost
- statistical analysis
- data structure
- raw data
- training data
- data sources
- statistical tests
- data representations
- synthetic data
- complex structures
- image data
- knowledge discovery
- significant improvement
- prior knowledge
- high quality
- data sets
- end users
- data distribution
- machine learning methods
- preprocessing
- noisy data
- feature selection
- databases