Incorporating Load Fluctuation in Feature Importance Profile Clustering for Day-Ahead Aggregated Residential Load Forecasting.
Nantian HuangWenting WangSining WangJun WangGuowei CaiLiang ZhangPublished in: IEEE Access (2020)
Keyphrases
- load forecasting
- short term
- feature importance
- long term
- short term load forecasting
- random forest
- electric power
- power system
- power generation
- clustering method
- clustering algorithm
- relevance feedback
- feature selection
- rbf neural network
- bp neural network
- support vector regression
- k means
- feature set
- multi objective
- forecasting model
- wavelet neural network
- electricity markets
- neural network
- semi supervised
- similarity measure
- fuzzy clustering
- decision trees
- optimization method
- expert systems
- data points
- information retrieval