A Novel Method for SoH Prediction of Batteries Based on Stacked LSTM with Quick Charge Data.
Ugur YayanAbdullah Taha ArslanHikmet YucelPublished in: Appl. Artif. Intell. (2021)
Keyphrases
- synthetic data
- test data
- prediction model
- statistical methods
- data sets
- detection method
- data processing
- input data
- prior knowledge
- support vector machine
- significant improvement
- missing values
- information loss
- training data
- noisy data
- data structure
- data collection
- original data
- raw data
- prior information
- prediction accuracy
- computational complexity
- clustering method
- data analysis
- preprocessing
- database
- data sources
- dynamic programming
- predictive model
- correlation analysis
- data quality
- prediction error
- pairwise
- data mining
- spatial data
- missing data
- knowledge discovery
- probability distribution
- probabilistic model
- training set
- artificial neural networks