Univariate modeling and forecasting of monthly energy demand time series using abductive and neural networks.
R. E. Abdel-AalPublished in: Comput. Ind. Eng. (2008)
Keyphrases
- neural network
- financial time series
- forecasting accuracy
- chaotic time series
- pattern recognition
- electricity consumption
- multivariate time series
- neural network model
- artificial neural networks
- mackey glass
- demand forecasting
- moving average
- logic programming
- rainfall forecasting
- fuzzy logic
- short term
- exponential smoothing
- long term
- weather forecasting
- recurrent neural networks
- arma model
- electrical energy
- short term prediction
- dynamic time warping
- energy consumption
- non stationary
- decision trees
- fuzzy cognitive maps
- feed forward
- stock market
- fault diagnosis
- back propagation
- genetic algorithm