Data-Driven State of Charge Estimation of Li-ion Batteries using Supervised Machine Learning Methods.
Yichun LiMina MalekiShadi BanitaanMingzuoyang ChenPublished in: ICMLA (2021)
Keyphrases
- machine learning methods
- data driven
- machine learning
- learning algorithm
- machine learning algorithms
- machine learning approaches
- estimation algorithm
- statistical methods
- semi supervised
- ensemble methods
- accurate estimation
- energy efficient
- estimation error
- unsupervised learning
- robust estimation
- real world
- statistical models
- parameter estimation
- supervised learning
- information systems
- data sets