A novel method for capacity fade analysis of lithium-ion batteries based on multi-physics model.
Junfu LiChao LyuLiqiang ZhangPublished in: ICPHM (2016)
Keyphrases
- mathematical model
- probabilistic model
- statistical model
- test data
- theoretical analysis
- sensitivity analysis
- similarity measure
- input data
- network model
- high order
- preprocessing
- objective function
- cost function
- significant improvement
- statistical methods
- evaluation method
- linear model
- hybrid model
- classification algorithm
- autoregressive
- hybrid method
- energy function
- detection method
- study proposes
- high accuracy
- bp neural network
- reconstruction method
- gaussian distribution
- prior information
- prediction model
- monte carlo simulation
- optimization method
- tree structure
- computational model
- parameter estimation
- em algorithm
- optimization model
- modeling method
- high level
- regression analysis
- markov model
- genetic algorithm
- analytical model
- linear regression
- bayesian framework
- closed form
- kalman filter
- segmentation method
- regression model
- markov chain
- probability distribution
- pairwise
- computational complexity
- learning algorithm