A GA optimization for lithium-ion battery equalization based on SOC estimation by NN and FLC

International Journal of Electrical Power and Energy Systems

Volumn 73, Issue , 2015, Pages 318-328

  Zhang, Shumei ^a   Yang, Lin ^a   Zhao, Xiaowei ^a   Qiang, Jiaxi ^a  

^a SHANGHAI JIAO TONG UNIVERSITY   (China)

Author keywords

Ampere hour counting method; Equivalent circuit model; Fuzzy logic control neural network algorithm; Genetic algorithm optimization; Two stage DC DC converter

Indexed keywords

ALGORITHMS; CHARGING (BATTERIES); CIRCUIT SIMULATION; CIRCUIT THEORY; DC-DC CONVERTERS; ELECTRIC BATTERIES; ENERGY EFFICIENCY; FUZZY INFERENCE; GENETIC ALGORITHMS; LITHIUM ALLOYS; LITHIUM-ION BATTERIES; LOGIC CIRCUITS; SECONDARY BATTERIES;

AMPERE-HOUR COUNTING METHOD; BATTERY EQUALIZATION; EQUIVALENT CIRCUIT MODEL; FUZZY LOGIC CONTROL; GENETIC-ALGORITHM OPTIMIZATIONS; HARDWARE MODULES; NEURAL NETWORK ALGORITHM; TIME EFFICIENCIES;

FUZZY LOGIC;

EID: 84930008919     PISSN: 01420615     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.ijepes.2015.05.018     Document Type: Article

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