Forecasting of Smart Meter Time Series Based on Neural Networks.
Thierry ZuffereyAndreas UlbigStephan KochGabriela HugPublished in: DARE@PKDD/ECML (2016)
Keyphrases
- smart environments
- neural network
- chaotic time series
- mackey glass
- forecasting accuracy
- neural network model
- ambient intelligence
- weather forecasting
- financial time series
- short term prediction
- bp neural network
- phase space reconstruction
- arma model
- short term
- exponential smoothing
- recurrent neural networks
- forecasting model
- backpropagation neural networks
- function approximation
- fuzzy logic
- moving average
- prediction model
- radial basis function
- neural nets
- non stationary
- back propagation
- artificial neural networks
- box jenkins
- stock market
- feed forward
- pattern recognition
- load forecasting
- arima model
- financial forecasting
- fault diagnosis
- self organizing maps
- support vector regression
- multivariate time series
- garch model
- feed forward neural networks
- grey model
- fuzzy systems
- training process
- demand forecasting
- exchange rate
- multi layer perceptron
- rbf neural network
- long term
- genetic algorithm