Research on Non-intrusive Household Load Identification Method Applying LightGBM.
Zhiwei KongRao FuJiachuan ShiWenbin CiPublished in: NCAA (2) (2022)
Keyphrases
- high precision
- experimental evaluation
- support vector machine svm
- dynamic programming
- objective function
- preprocessing
- prior knowledge
- pairwise
- clustering method
- detection method
- cost function
- significant improvement
- error rate
- segmentation method
- training data
- similarity measure
- genetic algorithm
- main contribution
- bp neural network
- data sets
- high accuracy
- classification accuracy
- probabilistic model
- computational cost
- high dimensional
- computational complexity
- image sequences
- machine learning