Grid Load Prediction Based on Improved Particle Swarm Optimization BP Neural Network.
Jie LuXiaolan XiePublished in: ICIIP (2022)
Keyphrases
- bp neural network
- load forecasting
- improved particle swarm optimization
- prediction model
- back propagation
- neural network
- fault diagnosis
- bp network
- generalization ability
- rbf neural network
- neural network model
- bp neural network algorithm
- artificial neural networks
- short term
- connection weights
- bp neural network model
- prediction accuracy
- particle swarm optimization
- forecasting accuracy
- bp algorithm
- regression model
- chaotic particle swarm optimization
- ant colony algorithm
- evaluation model
- optimization algorithm
- forecasting model
- multilayer perceptron
- training speed
- fuzzy logic
- expert systems
- support vector regression
- load balancing
- power system