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Charger is a special converter and boost type is a basic one. To improve the response speed, a smart charger based on exact linearization of boost converter is proposed. The charger is designed mainly by means of exact linearization and pole placement, based on battery modeling and average state space modeling. As simulation shows, the charger response time is less than 0.01 second. This boost converter...
To solve the large storage capacity in neural network battery modeling, an input pretreatment, based on Fourier or Laplace transform, is proposed. As simulation shows, the improved battery model gets a better precision and consumes a smaller storage capacity. This method can also be used in SOC estimation if farther experiments are conducted.
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