Non-Intrusive Load Monitoring Method Considering the Time-Segmented State Probability.
Lina LiuFangshuo LiZhijiong ChengYifei ZhouJie ShenRuichao LiSiyu XiongPublished in: IEEE Access (2022)
Keyphrases
- preprocessing
- significant improvement
- mutual information
- optimization method
- computational complexity
- synthetic data
- error rate
- similarity measure
- high precision
- optimization algorithm
- experimental evaluation
- cost function
- em algorithm
- support vector machine svm
- classification accuracy
- clustering method
- probabilistic model
- load balancing
- monitoring system
- learning algorithm