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Title: 8231243 Download
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  • Project Design
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  • File Size:
  • 2234368
  • Update:
  • 2020-07-31
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  • Uploaded by:
  • Yoga-Lee
 Description: On this account, this paper presents a particle filter-based hybrid filtering method particularly for SOC estimation of Li-ion cells in EVs. A sampling importance resampling particle filter is used in combination with a standard Kalman filter and an unscented Kalman filter as a proposal distribution for the particle filter to be made much faster and more accurate. Test results show that the error on the state estimate is less than 0.8% despite additive current measurement noise with 0.05 A deviation.
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8231243.pdf 2600661 2020-05-24

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