A global forecasting method of heterogeneous household short-term load based on pre-trained autoencoder and deep-LSTM model.
Wenhui ZhaoTong LiDanyang XuZhaohua WangPublished in: Ann. Oper. Res. (2024)
Keyphrases
- short term
- forecasting model
- long term
- arima model
- short term and long term
- probabilistic model
- prediction model
- statistical model
- load forecasting
- em algorithm
- long term memory
- prior knowledge
- hybrid model
- bp neural network
- stock market
- autoregressive
- chaotic time series
- neural network
- recurrent neural networks
- data sets
- small number
- moving average
- support vector machine
- artificial neural networks
- learning algorithm