Pattern-Based Forecasting Monthly Electricity Demand Using Multilayer Perceptron.
Pawel PelkaGrzegorz DudekPublished in: ICAISC (1) (2019)
Keyphrases
- multilayer perceptron
- demand forecasting
- electricity markets
- forecasting accuracy
- neural network model
- electricity consumption
- neural network
- artificial neural networks
- anchovy catches
- radial basis function
- back propagation
- hybrid model
- electric power
- short term
- probabilistic neural networks
- market clearing
- hidden layer
- wind power
- bp neural network
- load forecasting
- input vector
- supply chain
- forecast models
- commonly applied
- feedforward neural networks
- power generation
- software agents
- forecasting model
- activation function
- neuro fuzzy models
- support vector regression
- backpropagation algorithm
- renewable energy
- training data
- artificial intelligence
- moving average
- recurrent neural networks
- modular neural network
- support vector machine