Nearest neighbor technique and artificial neural networks for short-term electric consumptions forecast.
Van Giang TranStéphane GrieuMonique PolitPublished in: CCIA (2008)
Keyphrases
- short term
- nearest neighbor
- artificial neural networks
- power generation
- long term
- k nearest neighbor
- electric load forecasting
- forecasting model
- short term and long term
- neural network
- knn
- wind power
- load forecasting
- back propagation
- training set
- computational intelligence
- high dimensional
- data points
- motion prediction
- stock market
- long term memory
- medium term
- neural network model
- arima model
- multilayer perceptron
- radial basis function
- chaotic time series
- short and long term
- hybrid model
- input variables
- feed forward neural networks
- genetic algorithm
- bp neural network
- expert systems
- motion estimation
- least squares
- information processing
- kalman filter
- wind speed
- soft computing