Study of Parameters Identification Method of Li-Ion Battery Model for EV Power Profile Based on Transient Characteristics Data.
Bingxiang SunXitian HeWeige ZhangHaijun RuanXiaojia SuJiuchun JiangPublished in: IEEE Trans. Intell. Transp. Syst. (2021)
Keyphrases
- input data
- test data
- synthetic data
- study proposes
- sensitivity analysis
- statistical methods
- parameter estimation
- prior knowledge
- measured data
- experimental data
- probabilistic model
- mathematical model
- correlation analysis
- statistical model
- data sets
- parameter estimates
- em algorithm
- regression analysis
- linear model
- linear regression model
- prior information
- simulation study
- maximum likelihood estimation
- empirical data
- prior distribution
- dynamic characteristics
- objective function
- training data
- missing values
- estimation process
- missing data
- bayesian methods
- probability distribution
- learned models
- autoregressive
- parametric models
- maximum likelihood
- predictive model
- noisy data
- similarity measure
- statistical analysis
- autoregressive moving average
- survey data
- kinematic model
- model parameters are estimated
- bp neural network
- linear regression
- network structure
- fuzzy inference system
- parameter values
- probability density function
- electric vehicles
- steady state
- markov random field
- data sources
- receiver operating characteristic curves
- pairwise
- neural network