Novel Lithium-Ion Battery State-of-Health Estimation Method Using a Genetic Programming Model.
Hang YaoXiang JiaQian ZhaoZhijun ChengBo GuoPublished in: IEEE Access (2020)
Keyphrases
- genetic programming
- mathematical model
- cost function
- statistical model
- maximum likelihood estimation
- similarity measure
- theoretical analysis
- estimation algorithm
- monte carlo simulation
- prediction model
- prior information
- parameter estimation
- em algorithm
- modeling method
- sensitivity analysis
- gaussian distribution
- evaluation method
- high order
- hybrid model
- parametric models
- probabilistic model
- test data
- objective function
- prior knowledge
- parameter space
- model fitting
- optimization method
- energy function
- input data
- semi parametric
- state space
- bp neural network
- kalman filter
- pairwise
- autoregressive
- neural network
- estimation accuracy
- reconstruction method
- extended kalman filter
- statistical methods
- closed form
- classification method
- health care
- tree structure
- support vector machine
- genetic algorithm