Long-short term memory neural network based life prediction of lithium-ion battery considering internal parameters

Long-short term memory neural network based life prediction of lithium-ion battery considering internal parameters

Effective state of health (SOH) estimation is of great significance for the maintenance and management of lithium-ion battery. A method for life prediction of lithium-ion batteries based on long short-term memory (LSTM) neural network is presented in this paper. To simulate the actual scene of the e...

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Bibliographic Details
Main Authors: Jiaqiang Tian, Siqi Li, Xinghua Liu, Peng Wang
Format: Article
Language:English
Published: Elsevier 2022-11-01
Series:Energy Reports
Subjects:
State of health
Lithium-ion battery
Electric vehicle
Recursive least square
Long short-term memory neural network
Online Access:http://www.sciencedirect.com/science/article/pii/S2352484722009738

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http://www.sciencedirect.com/science/article/pii/S2352484722009738

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