Identification Method of Electrical Load for Electrical Appliances Based on K-Means ++ and GCN.
Mingze GaoShibo PanSirui ChenYanan LiNan PanDilin PanXin ShenPublished in: IEEE Access (2021)
Keyphrases
- cost function
- synthetic data
- clustering method
- preprocessing
- k means
- experimental evaluation
- pairwise
- high precision
- significant improvement
- objective function
- detection algorithm
- high accuracy
- segmentation method
- detection method
- support vector machine svm
- computational cost
- classification accuracy
- probabilistic model
- prior knowledge
- hierarchical clustering
- low voltage
- active power