A flexible RUL prediction method based on poly-cell LSTM with applications to lithium battery data.
Jiaolong WangFode ZhangJianchuan ZhangWen LiuKuang ZhouPublished in: Reliab. Eng. Syst. Saf. (2023)
Keyphrases
- synthetic data
- test data
- detection method
- data sets
- statistical methods
- prior knowledge
- input data
- training data
- data analysis
- pairwise
- clustering method
- data collection
- correlation analysis
- image data
- database
- data sources
- noisy data
- knowledge discovery
- prediction algorithm
- prediction model
- prior information
- preprocessing
- significant improvement
- high dimensional data
- computational complexity
- spectral clustering
- data quality
- prediction error
- similarity measure
- wireless sensor networks