A Novel Non-Intrusive Load Monitoring Algorithm for Unsupervised Disaggregation of Household Appliances.
David Criado-RamónLuis G. Baca RuízJ. R. S. IruelaMaria del Carmen PegalajarPublished in: Inf. (2024)
Keyphrases
- objective function
- times faster
- optimization algorithm
- learning algorithm
- np hard
- improved algorithm
- experimental evaluation
- cost function
- preprocessing
- computational complexity
- optimal solution
- similarity measure
- high accuracy
- neural network
- computational cost
- simulated annealing
- expectation maximization
- k means
- monitoring system
- matching algorithm
- segmentation algorithm
- selection algorithm
- convex hull
- load balancing
- tree structure
- detection algorithm
- worst case
- semi supervised
- association rules
- significant improvement