Data-driven state-of-charge prediction of a storage cell using ABC/GBRT, ABC/MLP and LASSO machine learning techniques.
Juan Carlos Álvarez AntónP. J. García NietoEsperanza García GonzaloManuela González VegaCecilio Blanco ViejoPublished in: J. Comput. Appl. Math. (2023)
Keyphrases
- data driven
- artificial bee colony algorithm
- artificial bee colony
- multi layer perceptron
- prediction accuracy
- prediction error
- swarm intelligence
- neural network
- multilayer perceptron
- imperialist competitive algorithm
- variable selection
- data storage
- optimization algorithm
- machine learning
- machine learning methods
- prediction model
- evolutionary algorithm
- feature extraction
- prediction algorithm
- back propagation
- hybrid algorithm
- multi objective
- artificial neural networks
- radial basis function network
- feature selection
- genetic algorithm