Multi-Horizon Short-Term Electrical Load Forecasting: A Comparative Analysis of Statistical Models and Deep Neural Networks.
Obed Tshimanga TshipataDave Tshimbalanga KazumbaPierre Sedi NzakunaVincenzo PacielloAngelo Kuti LusalaPublished in: M&N (2024)
Keyphrases
- statistical models
- short term
- load forecasting
- neural network
- long term
- short term load forecasting
- statistical model
- parameter estimation
- bp neural network
- power generation
- power system
- pattern recognition
- forecasting model
- rbf neural network
- short term prediction
- electric power
- fuzzy logic
- back propagation
- artificial neural networks
- support vector regression
- neural network model
- fault diagnosis
- wind speed
- recurrent neural networks
- radial basis function
- regression model