An ICA-Based HVAC Load Disaggregation Method Using Smart Meter Data.
Hyeonjin KimKai YeHan Pyo LeeRongxing HuNing LuDi WuP. J. RehmPublished in: ISGT (2023)
Keyphrases
- input data
- synthetic data
- high accuracy
- data sets
- detection method
- prior knowledge
- missing data
- database
- test data
- information loss
- data analysis
- prior information
- noisy data
- support vector machine
- image data
- statistical methods
- data collection
- correlation analysis
- similarity measure
- preprocessing
- pairwise
- high quality
- significant improvement
- knowledge discovery
- cost function
- original data
- data structure
- data distribution
- training samples
- data sources
- training data
- data mining techniques
- feature extraction
- high dimensional data
- data quality
- model selection
- data processing
- probabilistic model
- signal processing
- dimensionality reduction
- probability distribution