A novel streamlined particle‐unscented Kalman filtering method for the available energy prediction of lithium‐ion batteries considering the time‐varying temperature‐current influence

Author:

Zhang Liang12ORCID,Wang Shunli13ORCID,Zou Chuanyun1,Fan Yongcun1,Jin Siyu3,Fernandez Carlos4

Affiliation:

1. School of Information Engineering & Robot Technology Used for Special Environment Key Laboratory of Sichuan Province Southwest University of Science and Technology Mianyang China

2. School of Mechanical and Electrical Engineering Mianyang Teachers' College Mianyang China

3. Department of Energy Technology Aalborg University Aalborg East Denmark

4. School of Pharmacy and Life Sciences Robert Gordon University Aberdeen UK

Funder

China Scholarship Council

National Natural Science Foundation of China

Publisher

Wiley

Subject

Energy Engineering and Power Technology,Fuel Technology,Nuclear Energy and Engineering,Renewable Energy, Sustainability and the Environment

Reference52 articles.

1. State estimation of lithium batteries for energy storage based on dual extended Kalman filter;Xu XM;Math Probl Eng,2020

2. Remaining energy estimation for lithium-ion batteries via Gaussian mixture and Markov models for future load prediction

3. Model based state-of-energy estimation for LiFePO4 batteries using unscented particle filter

4. A Simplified Model-Based State-of-Charge Estimation Approach for Lithium-Ion Battery With Dynamic Linear Model

5. SOC estimation of lead carbon batteries based on the operating conditions of an energy storage system in a microgrid system;Chen YY;Energies,2020

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