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Life Prediction under Charging Process of Lithium-Ion Batteries Based on AutoML

Life Prediction under Charging Process of Lithium-Ion Batteries Based on AutoML

https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_doaj_primary_oai_doaj_org_article_ae40ca86983542ceb3f921c729f06e3b

Life Prediction under Charging Process of Lithium-Ion Batteries Based on AutoML

About this item

Full title

Life Prediction under Charging Process of Lithium-Ion Batteries Based on AutoML

Publisher

Basel: MDPI AG

Journal title

Energies (Basel), 2022-07, Vol.15 (13), p.4594

Language

English

Formats

Publication information

Publisher

Basel: MDPI AG

More information

Scope and Contents

Contents

Accurate online capacity estimation and life prediction of lithium-ion batteries (LIBs) are crucial to large-scale commercial use for electric vehicles. The data-driven method lately has drawn great attention in this field due to efficient machine learning, but it remains an ongoing challenge in the feature extraction related to battery lifespan. S...

Alternative Titles

Full title

Life Prediction under Charging Process of Lithium-Ion Batteries Based on AutoML

Identifiers

Primary Identifiers

Record Identifier

TN_cdi_doaj_primary_oai_doaj_org_article_ae40ca86983542ceb3f921c729f06e3b

Permalink

https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_doaj_primary_oai_doaj_org_article_ae40ca86983542ceb3f921c729f06e3b

Other Identifiers

ISSN

1996-1073

E-ISSN

1996-1073

DOI

10.3390/en15134594

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