Robust state-of-charge estimation of Li-ion batteries based on multichannel convolutional and bidirectional recurrent neural networks.
Chong BianShunkun YangJie LiuEnrico ZioPublished in: Appl. Soft Comput. (2022)
Keyphrases
- recurrent neural networks
- neural network
- robust estimation
- feed forward
- echo state networks
- recurrent networks
- feedforward neural networks
- reservoir computing
- artificial neural networks
- estimation error
- hebbian learning
- complex valued
- orientation estimation
- robust regression
- hidden layer
- fuzzy logic
- neural model
- dense motion estimation
- deep learning
- network architecture
- energy consumption
- computationally efficient
- genetic algorithm