An ICA-Based HVAC Load Disaggregation Method Using Smart Meter Data.
Hyeonjin KimKai YeHan Pyo LeeRongxing HuNing LuDi WuP. J. RehmPublished in: CoRR (2022)
Keyphrases
- synthetic data
- data sets
- noisy data
- input data
- statistical methods
- missing data
- database
- test data
- preprocessing
- data processing
- prior information
- original data
- training samples
- high quality
- prior knowledge
- data analysis
- pairwise
- data distribution
- independent components
- correlation analysis
- neural network
- training data
- missing values
- clustering method
- cost function
- probability distribution
- data streams
- data collection
- objective function
- independent component analysis
- raw data
- data sources
- data mining techniques
- data quality
- image data
- knowledge discovery