Learning of Battery Model Bias for Effective State of Charge Estimation of Lithium-Ion Batteries.
Zhimin XiModjtaba DahmardehBing XiaYuhong FuChris MiPublished in: IEEE Trans. Veh. Technol. (2019)
Keyphrases
- mathematical model
- parameter estimation
- computational model
- theoretical analysis
- probabilistic model
- learning algorithm
- learning models
- neural nets
- connectionist networks
- objective function
- experimental data
- neural network
- learning scheme
- estimation algorithm
- monte carlo simulation
- accurate models
- learned models
- learning phase
- learning mechanism
- decision theoretic
- hidden variables
- probability distribution
- feature selection
- similarity measure
- learning process
- prior knowledge
- management system