Unscented Kalman Filter-Based Battery SOC Estimation and Peak Power Prediction Method for Power Distribution of Hybrid Electric Vehicles
State of Charge (SOC) is a key parameter for battery management and vehicle energy management. Recently used SOC estimation methods for lithium-ion battery for vehicles have problems of too simple a base model for the battery and large sampling noise in both the voltage and current signals. To impro...
Autori principali: | , , , , |
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Natura: | Articolo |
Lingua: | English |
Pubblicazione: |
IEEE
2018-01-01
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Serie: | IEEE Access |
Soggetti: | |
Accesso online: | https://ieeexplore.ieee.org/document/8400413/ |