State of Charge Prediction Algorithm of Lithium-Ion Battery Based on PSO-SVR Cross Validation.
Ran LiShihui XuSibo LiYongqin ZhouKai ZhouXianzhong LiuJie YaoPublished in: IEEE Access (2020)
Keyphrases
- cross validation
- prediction algorithm
- electric vehicles
- support vector regression
- support vector
- particle swarm optimization pso
- particle swarm optimization
- model selection
- pso algorithm
- hyperparameters
- regression model
- rbf kernel
- support vector machine
- cross validated
- training set
- long run
- genetic algorithm ga
- differential evolution
- artificial neural networks
- classification accuracy
- bp neural network
- genetic algorithm
- kernel function
- information criterion
- discrete cosine transform
- video coding standard
- computational complexity
- evolutionary algorithm
- nearest neighbor classifiers
- grid search
- error estimates