Online State of Charge Estimation of Lithium-ion Battery Cells: A Multiple Model Adaptive Estimation Approach.
Jiayi SuSusan C. SchneiderEdwin E. YazFabien JossePublished in: ACC (2021)
Keyphrases
- maximum likelihood estimation
- computational model
- estimation algorithm
- probabilistic model
- parameter estimation
- genetic algorithm
- prior knowledge
- jointly estimate
- real time
- formal model
- statistical model
- mathematical model
- em algorithm
- experimental data
- online learning
- cost function
- reinforcement learning
- model fitting
- multiple models
- estimation process
- continuous valued
- high level