Implementation of an Improved Coulomb-Counting Algorithm Based on a Piecewise SOC-OCV Relationship for SOC Estimation of Li-IonBattery.
Ines BaccoucheSabeur JemmaliAsma MlayahBilal ManaiNajoua Essoukri Ben AmaraPublished in: CoRR (2018)
Keyphrases
- experimental evaluation
- optimal solution
- cost function
- optimization algorithm
- learning algorithm
- estimation algorithm
- preprocessing
- dynamic programming
- times faster
- estimation accuracy
- detection algorithm
- high accuracy
- matching algorithm
- computational complexity
- parallel implementation
- convergence rate
- improved algorithm
- monte carlo
- genetic algorithm
- expectation maximization
- particle swarm optimization
- input data
- significant improvement
- objective function
- tree structure
- computational cost
- k means
- low power
- search algorithm
- linear model
- piecewise linear
- similarity measure
- data sets
- estimation process