State of Charge Estimation by Joint Approach With Model-Based and Data-Driven Algorithm for Lithium-Ion Battery.
Qin ShiZhengxin JiangZhi WangXingguo ShaoLin HePublished in: IEEE Trans. Instrum. Meas. (2022)
Keyphrases
- data driven
- detection algorithm
- preprocessing
- estimation algorithm
- experimental evaluation
- improved algorithm
- k means
- recognition algorithm
- monte carlo
- data sets
- computational complexity
- times faster
- probabilistic model
- computational cost
- ant colony optimization
- high accuracy
- cost function
- model free
- optimal solution
- objective function
- learning algorithm
- estimation accuracy
- convex hull
- kalman filter
- matching algorithm
- image restoration
- optimization algorithm
- theoretical analysis
- expectation maximization
- particle swarm optimization
- dynamic programming
- evolutionary algorithm
- data streams