Forecasting of Turkey's monthly electricity demand by seasonal artificial neural network.
Coskun HamzaçebiHüseyin Avni EsRecep ÇakmakPublished in: Neural Comput. Appl. (2019)
Keyphrases
- demand forecasting
- artificial neural networks
- short term
- electricity markets
- forecasting accuracy
- hybrid model
- electricity consumption
- load forecasting
- long term
- rainfall forecasting
- forecasting model
- crude oil
- wind power
- bp neural network
- historical data
- anchovy catches
- neural network model
- renewable energy
- neural network
- exponential smoothing
- back propagation
- electric power
- supply chain
- forecast models
- market participants
- power generation
- medium term
- market clearing
- unit commitment
- genetic algorithm ga
- genetic algorithm
- backpropagation neural networks
- computational intelligence
- input variables
- multi layer perceptron
- support vector regression
- recurrent neural networks
- considerable increase