A Novel Estimation Method for the State of Health of Lithium-Ion Battery Using Prior Knowledge-Based Neural Network and Markov Chain.
Houde DaiGuangcai ZhaoMingqiang LinJi WuGengfeng ZhengPublished in: IEEE Trans. Ind. Electron. (2019)
Keyphrases
- markov chain
- monte carlo simulation
- prior knowledge
- neural network
- monte carlo method
- markov model
- random walk
- maximum likelihood estimation
- objective function
- transition matrix
- markov chain monte carlo
- prior information
- monte carlo
- statistical model
- gaussian distribution
- training algorithm
- transition probabilities
- importance sampling
- maximum likelihood
- support vector machine