A New Predictive Model for the State-of-Charge of a High-Power Lithium-Ion Cell Based on a PSO-Optimized Multivariate Adaptive Regression Spline Approach.
Juan Carlos Álvarez AntónPaulino José García NietoEsperanza García GonzaloJuan Carlos Viera PérezManuela González VegaCecilio Blanco ViejoPublished in: IEEE Trans. Veh. Technol. (2016)
Keyphrases
- predictive model
- high power
- regression model
- prediction model
- historical data
- low power
- high density
- power supply
- decision trees
- particle swarm optimization
- bp neural network
- particle swarm optimization algorithm
- model selection
- classification rules
- neural network
- rbf neural network
- decision making
- high speed
- artificial neural networks
- machine learning
- power consumption
- databases
- computer simulation
- support vector machine
- probabilistic model
- data mining
- adaptive filtering