Explainability-driven model improvement for SOH estimation of lithium-ion battery.
Fujin WangZhibin ZhaoZhi ZhaiZuogang ShangRuqiang YanXuefeng ChenPublished in: Reliab. Eng. Syst. Saf. (2023)
Keyphrases
- experimental data
- theoretical framework
- parameter estimation
- statistical model
- mathematical model
- decision making
- probabilistic model
- computational model
- management system
- cost function
- significant improvement
- neural network model
- reinforcement learning
- conceptual model
- simulation model
- bayesian framework
- database
- kalman filter
- probability distribution
- prior knowledge
- high level
- data sets