A Method of Anomaly Data Identification and Correction for Industrial and Commercial Consumers' Electricity Loads.
Yi DingJing YangLiyong WeiEn WangZhidong DengKunpeng LiuPeng JinXin LuoPublished in: iSPEC (2023)
Keyphrases
- synthetic data
- data sets
- data collection
- input data
- training samples
- test data
- cost function
- high quality
- detection method
- statistical methods
- preprocessing
- significant improvement
- noisy data
- raw data
- missing data
- spectral clustering
- information loss
- missing values
- correlation analysis
- spatial data
- segmentation method
- data analysis
- similarity measure
- database
- high accuracy
- support vector machine
- knowledge discovery
- probability distribution
- high dimensional
- pairwise
- statistical analysis
- feature extraction
- power system
- image data
- data sources
- prior knowledge
- bp neural network
- training set