The state of charge estimation for rechargeable batteries using Adaptive Neuro Fuzzy Inference System (ANFIS)

@article{Fekry2012TheSO,
  title={The state of charge estimation for rechargeable batteries using Adaptive Neuro Fuzzy Inference System (ANFIS)},
  author={H. Fekry and M. A. Moustafa Hassan and Mohamed M Abd El Aziz},
  journal={2012 First International Conference on Innovative Engineering Systems},
  year={2012},
  pages={201-206}
}
This paper presents an adaptive state of charge estimator for rechargeable batteries using the Adaptive Neuro Fuzzy Inference System (ANFIS). That technique is based on that the charging current for any battery, in un-controlled current charging circuit, changes according to the battery state of charge (SOC). This proposed estimator will use the charging current, battery voltage samples and the time of each sample, from charging start, as ANFIS inputs and SOC as the output. The proposed… CONTINUE READING