Lithium-ion battery state of charge estimation based on dynamic neural network and Kalman filter.
Kun ChenZhiwei MaoYuehua LaiZhinong JiangJinjie ZhangPublished in: ICPHM (2018)
Keyphrases
- kalman filter
- extended kalman filter
- adaptive kalman filter
- neural network
- state estimation
- kalman filtering
- importance sampling
- electric vehicles
- target tracking
- update equations
- object tracking
- mean shift
- state space model
- motion parameters
- back propagation
- reduced order model
- dynamic environments
- particle filter
- rao blackwellized particle filter
- machine learning
- data analysis
- bayesian filtering
- artificial neural networks
- optical flow
- simultaneous localization and mapping
- estimation accuracy
- computer simulation
- neural network model