A Precise Life Estimation Method for Retired Energy Storage Batteries Based on Energy Storage Batteries Attenuation Characteristics and XGBoost Algorithm.
Xiaolin ChenJunting HuaChong YinZhang ChenYangming ChenZhonghao LiPublished in: IEEE Access (2023)
Keyphrases
- expectation maximization
- em algorithm
- maximum likelihood estimation
- parameter estimation
- probabilistic model
- k means
- density estimation
- energy consumption
- image segmentation
- energy efficient
- experimental evaluation
- support vector machine
- computational complexity
- estimation algorithm
- minimum energy
- computationally efficient
- energy minimization
- input data
- detection algorithm
- dynamic programming
- cost function
- detection method
- preprocessing
- monte carlo simulation
- synthetic and real images
- high accuracy
- objective function
- energy landscape
- support vector machine svm
- reconstruction method
- improved algorithm
- single pass
- selection algorithm
- matching algorithm
- segmentation method
- clustering method
- segmentation algorithm
- learning algorithm
- theoretical analysis
- simulated annealing
- significant improvement
- optimal solution
- clustering algorithm
- feature selection