Temperature Dependent State of Charge Estimation of Lithium-ion Batteries Using Long Short-Term Memory Network and Kalman Filter.
Yuhang YangAlice DongYihui LiRyan AhmedAli EmadiPublished in: IECON (2019)
Keyphrases
- kalman filter
- extended kalman filter
- state estimation
- kalman filtering
- electric vehicles
- importance sampling
- update equations
- target tracking
- object tracking
- particle filter
- adaptive kalman filter
- motion parameters
- mean shift
- bayesian filtering
- neural network
- reduced order model
- recurrent neural networks
- estimation accuracy
- higher order
- wireless sensor networks
- state space model
- data association
- energy consumption
- simultaneous localization and mapping
- pattern recognition
- machine learning
- rao blackwellized particle filter
- data sets