NILM-Synth: Synthetic Dataset Generation for Non-Intrusive Load Monitoring Algorithms.
John DonnalPublished in: ISGT (2022)
Keyphrases
- synthetic datasets
- computational efficiency
- real time
- data analysis
- real dataset
- convergence rate
- combinatorial optimization
- learning algorithm
- database systems
- data structure
- data streams
- feature space
- real life
- experimental evaluation
- worst case
- load balancing
- genetic algorithm
- machine learning
- real world
- neural network
- data sets