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Hence, the range of battery characteristics and the aging behavior can be varied.
Moreover, performance prediction as well as management strategies have to be corrected on account of the changing battery characteristics.
Prevention of anode or electrolyte degradation provided stability of the battery characteristics for at least 10 cycles.
Consequently, the SOC estimation mechanism should cope with the probable changes and uncertainties in the battery characteristics to ensure a permanent precise SOC determination over the battery lifetime.
Recent studies on chemical battery characteristics show that a pulsed current discharge can extend the battery life compared to a continuous discharge.
The presented method compensates for the nonlinear patterns in battery characteristics such as hysteresis, variance due to electrochemical properties, and battery degradation due to aging.
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The selected battery characteristic is presented in Table 3 (Industrial Power Battery 2013).
Furthermore, battery characteristic constraints should be considered in charging-discharging process.
Simple models are unable to reflect batteries' characteristics while detailed models may significantly complicate the solution and application of control strategies.
The impact of electrolyte flow rate and temperature on the battery electrical characteristics and efficiencies are also investigated.
Besides, as the equivalent circuit model is an abstract map of the battery electric characteristics, the determination of the possible ranges of parameters can be a challenging task.
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