Monitoring Home Energy Usage Using an Unsupervised NILM Algorithm Based on Entropy Index Constraints Competitive Agglomeration (EICCA).
Kondwani M. KamotoQi LiuPublished in: ICCCS (5) (2018)
Keyphrases
- dynamic programming
- multiple constraints
- detection algorithm
- preprocessing
- times faster
- experimental evaluation
- constrained optimization
- learning algorithm
- linear programming
- worst case
- computational cost
- significant improvement
- search space
- real time
- k means
- unsupervised learning
- optimization algorithm
- matching algorithm
- monitoring system
- unsupervised manner
- suffix tree
- constraint satisfaction
- competitive ratio
- minimum energy
- information entropy
- space complexity
- optimal solution
- geometric constraints
- pairwise
- np hard
- expectation maximization
- particle swarm optimization
- cost function