Tutorial on time series prediction using 1D-CNN and BiLSTM: A case example of peak electricity demand and system marginal price prediction.
Jaedong KimSeunghwan OhHeesoo KimWoosung ChoiPublished in: Eng. Appl. Artif. Intell. (2023)
Keyphrases
- load forecasting
- prediction model
- non stationary
- prediction accuracy
- demand forecasting
- short term
- artificial neural networks
- electric power
- function approximation
- recurrent neural networks
- case base
- prediction error
- autoregressive
- electricity markets
- cellular neural networks
- case based reasoning
- probability distribution
- bayesian networks
- electricity consumption
- renewable energy
- mackey glass