Forecasting of Smart Meter Time Series Based on Neural Networks.

Thierry Zufferey Andreas Ulbig Stephan Koch Gabriela Hug

Published 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