Forecasting highly fluctuating electricity load using machine learning models based on multimillion observations.
Mohamed AbdallahManar Abu TalibMariam HosnyOmnia Abu WaragaQassim NasirMuhammad Arbab ArshadPublished in: Adv. Eng. Informatics (2022)
Keyphrases
- machine learning models
- load forecasting
- short term
- power system
- electric power
- electricity consumption
- spam filtering
- long term
- predictive model
- machine learning approaches
- machine learning algorithms
- forecasting accuracy
- bp neural network
- support vector regression
- demand forecasting
- forecast models
- learning models
- machine learning
- electricity markets
- forecasting model
- neural network
- prediction model
- power generation
- artificial neural networks
- learning problems
- wind speed
- graphical models
- semi supervised
- wind power