Short-Term Power Load Probability Density Forecasting Based on a Double-Layer LSTM-Attention Quantile Regression.
Xiaofeng TaoYang LuXueliang YangPublished in: ICCT (2021)
Keyphrases
- short term
- probability density
- quantile regression
- long term
- density estimation
- cross validated
- gaussian mixture model
- probability density function
- least squares
- load forecasting
- random variables
- forecasting model
- density function
- medium term
- probability distribution
- maximum likelihood estimation
- arima model
- gaussian mixture
- wind speed
- mixture model
- recurrent neural networks
- cross validation
- graphical models
- computer vision
- expectation maximization
- em algorithm
- artificial neural networks