Electric supply and demand forecasting using seasonal grey model based on PSO-SVR.
Xianting YaoShuhua MaoPublished in: Grey Syst. Theory Appl. (2023)
Keyphrases
- demand forecasting
- forecasting accuracy
- support vector regression
- forecasting model
- exponential smoothing
- short term
- bp neural network
- historical data
- particle swarm optimization pso
- particle swarm optimization
- supply chain
- long term
- particle swarm optimization algorithm
- pso algorithm
- optimal parameters
- load forecasting
- regression model
- least squares
- hybrid model
- neural network
- water resources
- optimization algorithm
- support vector machine
- differential evolution
- genetic algorithm ga
- back propagation
- kernel function
- wavelet neural network
- support vector machine svm
- multi objective
- genetic algorithm
- databases