An enhanced lithium-ion battery state-of-charge estimation method using long short-term memory with an adaptive state update filter incorporating battery parameters-Reference-Cited by-同舟云学术

An enhanced lithium-ion battery state-of-charge estimation method using long short-term memory with an adaptive state update filter incorporating battery parameters

Published:2024-06 Issue: Volume:132 Page:107946
ISSN:0952-1976
Container-title:Engineering Applications of Artificial Intelligence
language:en
Short-container-title:Engineering Applications of Artificial Intelligence

Author:

Takyi-Aninakwa Paul^ORCID,Wang Shunli,Liu Guangchen,Bage Alhamdu Nuhu,Masahudu Faisal,Guerrero Josep M.

Funder

National Natural Science Foundation of China

Publisher

Elsevier BV

Reference57 articles.

1. On-line WSN SOC estimation using Gaussian Process Regression: an adaptive machine learning approach;Ali;Alex. Eng. J.,2022

2. State of charge estimation for a group of lithium-ion batteries using long short-term memory neural network;Almaita;J. Energy Storage,2022

3. State-of-charge sequence estimation of lithium-ion battery based on bidirectional long short-term memory encoder-decoder architecture;Bian;J. Power Sources,2020

4. Stacked bidirectional long short-term memory networks for state-of-charge estimation of lithium-ion batteries;Bian;Energy,2020

5. State-of-charge estimation of Li-ion batteries using deep neural networks: a machine learning approach;Chemali;J. Power Sources,2018

Cited by 6 articles. 订阅此论文施引文献订阅此论文施引文献，注册后可以免费订阅5篇论文的施引文献，订阅后可以查看论文全部施引文献

1. An improved particle swarm optimization-cubature Kalman particle filtering method for state-of-charge estimation of large-scale energy storage lithium-ion batteries;Journal of Energy Storage;2024-10

2. Research on precise lithium battery state of charge estimation method based on CALSE-LSTM model and pelican algorithm;Heliyon;2024-08

3. Lithium-ion battery parameter estimation based on variational and logistic map cuckoo search algorithm;Electrical Engineering;2024-07-13

4. Enhanced extended-input LSTM with an adaptive singular value decomposition UKF for LIB SOC estimation using full-cycle current rate and temperature data;Applied Energy;2024-06

5. State-of-charge estimation for lithium-ion batteries based on modified unscented Kalman filter using improved parameter identification;International Journal of Electrochemical Science;2024-05