Research on PSO-ARMA-SVR Short-Term Electricity Consumption Forecast Based on the Particle Swarm Algorithm.
Wenbo ZhuHao MaGaoyan CaiJianwen ChenXiucai WangAiyuan LiPublished in: Wirel. Commun. Mob. Comput. (2021)
Keyphrases
- particle swarm algorithm
- electricity consumption
- short term
- particle swarm optimisation
- particle swarm
- support vector regression
- long term
- load forecasting
- particle swarm optimization
- electric power
- pso algorithm
- hybrid algorithm
- forecasting model
- particle swarm optimization algorithm
- optimal parameters
- particle swarm optimization pso
- optimization algorithm
- optimisation problems
- optimization method
- global optimization
- fitness function
- economic development
- job shop scheduling problem
- genetic algorithm
- search capabilities
- energy saving
- short term and long term
- regression model
- multi objective
- swarm intelligence
- energy consumption
- optimization scheme
- support vector machine
- evolutionary algorithm
- premature convergence
- differential evolution
- optimization methods
- chaotic time series
- hybrid model
- convergence speed
- kernel function
- simulated annealing
- autoregressive
- genetic algorithm ga
- arima model
- global search
- artificial neural networks
- wind power
- growth rate
- wind speed
- fault diagnosis
- particle swarm optimizer
- evolution strategy