An enhanced lithium-ion battery state-of-charge estimation method using long short-term memory with an adaptive state update filter incorporating battery parameters.
Paul Takyi-AninakwaShunli WangGuangchen LiuAlhamdu Nuhu BageFaisal MasahuduJosep M. GuerreroPublished in: Eng. Appl. Artif. Intell. (2024)
Keyphrases
- maximum likelihood estimation
- parameter estimation
- cost function
- pairwise
- significant improvement
- detection method
- input data
- sensitivity analysis
- high accuracy
- estimation process
- transfer function
- similarity measure
- em algorithm
- markov random field
- support vector machine
- density estimation
- estimation algorithm
- dynamic programming
- feature selection