The impact of preprocessing on forecasting electrical load: An empirical evaluation of segmenting time series into subseries.
Sven F. CroneNikolaos KourentzesPublished in: IJCNN (2011)
Keyphrases
- preprocessing
- weather forecasting
- load forecasting
- financial time series
- forecasting accuracy
- exponential smoothing
- short term
- box jenkins
- low voltage
- power grid
- post processing
- arma model
- chaotic time series
- non stationary
- load balancing
- image segmentation
- active power
- dynamic time warping
- moving average
- multivariate time series
- feature extraction
- medium term
- empirical evaluation
- preprocessing stage
- support vector regression
- forecasting model
- transmission line
- autoregressive