Adaptive Square-Root Unscented Kalman Filter-Based State-of-Charge Estimation for Lithium-Ion Batteries with Model Parameter Online Identification

The state-of-charge (SOC) is a fundamental indicator representing the remaining capacity of lithium-ion batteries, which plays an important role in the battery’s optimized operation. In this paper, the model-based SOC estimation strategy is studied for batteries. However, the battery’s model paramet...

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Bibliografiske detaljer

Principais autores:	Quan Ouyang, Rui Ma, Zhaoxiang Wu, Guotuan Xu, Zhisheng Wang
Format:	Artigo
Sprog:	Inglês
Udgivet:	MDPI AG 2020-09-01
Serier:	Energies
Fag:	lithium-ion batteries state-of-charge estimation adaptive square-root unscented Kalman filter recursive least squares
Online adgang:	https://www.mdpi.com/1996-1073/13/18/4968
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