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ECMs use electrical components like resistors, capacitors, and voltage sources to simulate the electrical response of the battery, as opposed to electrochemical models, which are based on chemical reactions and processes occurring within the battery. . We are challenged to transform one form of energy into another with high efficiency. All energy conversion and storage systems experience efficiencylosses due to thermodynamic and kinetic limitations, and current research aims to reduce these losses fundamentally. Electric vehicle applications require batteries with high energy density and fast-charging capabilities.
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