Complementary cooperation algorithm based on DEKF combined with pattern recognition for SOC/capacity estimation and SOH prediction

IEEE Transactions on Power Electronics

Volumn 27, Issue 1, 2012, Pages 436-451

  Kim, Jonghoon ^a   Lee, Seongjun ^b   Cho, B H ^a  

^a Seoul National University   (South Korea)

^b Samsung Advanced Institute of Technology (SAIT)   (South Korea)

Author keywords

Dual extended Kalman filter (DEKF); Hamming network; pattern recognition; state of charge (SOC); state of health (SOH)

Indexed keywords

BATTERY MODELS; DUAL EXTENDED KALMAN FILTER; ELECTROCHEMICAL CHARACTERISTICS; HAMMING NETWORKS; LI-ION BATTERIES; MODEL PARAMETERS; PARAMETER MEASUREMENT; STATE OF HEALTH; STATE-OF-CHARGE; VOLTAGE PATTERNS;

ALGORITHMS; ESTIMATION; EXTENDED KALMAN FILTERS; FORECASTING; IDENTIFICATION (CONTROL SYSTEMS); LEAD ACID BATTERIES; NEURAL NETWORKS; PATTERN RECOGNITION;

PARAMETER ESTIMATION;

EID: 83755228927     PISSN: 08858993     EISSN: None     Source Type: Journal    
DOI: 10.1109/TPEL.2011.2158554     Document Type: Article

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