Robust Estimation of State of Charge in Lithium Iron Phosphate Cells Enabled by Online Parameter Estimation and Deep Neural Networks

Author:

Shi Junzhe,Kato Dylan,Jiang Shida,Dangwal Chitra,Moura Scott

Publisher

Elsevier BV

Subject

General Medicine

Reference18 articles.

1. State of charge estimation for lfp battery using fuzzy neural network;Chang;International Journal of Electrical and Electronics Engineering Research (IJEEER),2016

2. State-of-charge estimation for lithium-ion batteries using neural networks and ekf;Charkhgard;IEEE transactions on industrial electronics,2010

3. A hybrid dnn-kf model for real-time soc estimation of lithium-ion batteries under diferent ambient temperatures;Chen,2022

4. Offset-free ecm based soc estimation using h-infinity observer;Feng,2017

5. Two-layer online state-of-charge estimation of lithium-ion battery with current sensor bias correction;He;International Journal of Energy Research,2019

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