Lithium-ion battery remaining useful life estimation based on fusion nonlinear degradation AR model and RPF algorithm.
Datong LiuYue LuoJie LiuYu PengLimeng GuoMichael G. PechtPublished in: Neural Comput. Appl. (2014)
Keyphrases
- estimation algorithm
- mathematical model
- algorithm employs
- theoretical analysis
- probabilistic model
- cost function
- recognition algorithm
- parameter estimation
- input data
- selection algorithm
- objective function
- fusion model
- multiple models
- learning algorithm
- estimation process
- energy function
- detection algorithm
- em algorithm
- np hard
- similarity measure
- segmentation algorithm
- fusion algorithm
- maximum likelihood estimation
- preprocessing
- optimal solution
- closed form
- kalman filter
- tree structure
- expectation maximization
- classification algorithm
- dynamic programming
- search space
- parametric models
- levenberg marquardt
- neural network
- nonlinear models
- maximum likelihood estimator
- nonlinear functions
- k means
- bayesian framework
- matching algorithm
- simulated annealing
- particle swarm optimization