The Lithium-ion Battery Nonlinear Aging Knee-Point Prediction Based on Sliding Window with Stacked Long Short-Term Memory Neural Network.
Heze YouJiangong ZhuXueyuan WangBo JiangHao SunXuezhe WeiGuangshuai HanHaifeng DaiPublished in: IV (2022)
Keyphrases
- sliding window
- neural network
- recurrent neural networks
- long short term memory
- prediction model
- data streams
- electric vehicles
- fixed size
- window size
- short term prediction
- streaming data
- back propagation
- space efficient
- computer assisted
- stream data
- variable size
- neural network model
- artificial neural networks
- window sizes
- data sets
- wet lab
- boyer moore
- limited memory
- feed forward
- continuous queries
- fixed width
- multi layer perceptron
- sensor networks
- real time