State of Charge Estimation for Lithium-Ion Batteries Based on NARX Neural Network and UKF.
Xiaohan QinMingyu GaoZhiwei HeYuanyuan LiuPublished in: INDIN (2019)
Keyphrases
- neural network
- feed forward
- extended kalman filter
- state estimation
- estimation algorithm
- unscented kalman filter
- artificial neural networks
- fuzzy logic
- back propagation
- electric vehicles
- particle filter
- self organizing maps
- estimation accuracy
- neural network model
- genetic algorithm
- multilayer perceptron
- kalman filter
- back propagation neural network
- parameter estimation
- computer simulation
- air pollution
- d objects
- chaotic time series
- neural network is trained