A novel method for SOC estimation of Li-ion batteries using a hybrid machine learning technique.
Eymen IpekMurat YilmazPublished in: Turkish J. Electr. Eng. Comput. Sci. (2021)
Keyphrases
- machine learning
- machine learning methods
- experimental evaluation
- parameter estimation
- density estimation
- preprocessing
- cost function
- neural network
- estimation algorithm
- classification method
- synthetic data
- clustering method
- detection algorithm
- unsupervised learning
- least squares
- computational cost
- pairwise
- high accuracy
- natural language processing
- dynamic programming
- high precision
- computational complexity
- data sets