☆ 4.7 Article

Sorting and grouping optimization method for second-use batteries considering aging mechanism

JOURNAL OF ENERGY STORAGE (2021)

A Quick Screening Approach Based on Fuzzy C-Means Algorithm for the Second Usage of Retired Lithium-Ion Batteries

Ying Zhang et al.

Summary: The study proposes a quick and accurate screening method for retired batteries based on an improved fuzzy c-means algorithm, achieving high efficiency and accuracy through feature extraction and optimization of partial charging curves. The approach outperforms support vector machine and neural network methods in generality and efficiency, with a screening accuracy of 90.9% and a potential accuracy of 95.5% with a permitted error of 1%, while the efficiency is about 7.6 times higher than supervised screening methods.

IEEE TRANSACTIONS ON TRANSPORTATION ELECTRIFICATION (2021)

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Review Energy & Fuels

A review on the key issues of the lithium ion battery degradation among the whole life cycle

Xuebing Han et al.

ETRANSPORTATION (2019)

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Article Chemistry, Physical

Performance assessment and classification of retired, lithium ion battery from electric vehicles for energy storage

Qiangqiang Liao et al.

INTERNATIONAL JOURNAL OF HYDROGEN ENERGY (2017)

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Review Chemistry, Physical

A review on the key issues for lithium-ion battery management in electric vehicles

Languang Lu et al.

JOURNAL OF POWER SOURCES (2013)

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Article Engineering, Electrical & Electronic

Stable Configuration of a Li-Ion Series Battery Pack Based on a Screening Process for Improved Voltage/SOC Balancing

Jonghoon Kim et al.

IEEE TRANSACTIONS ON POWER ELECTRONICS (2012)

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Article Chemistry, Physical

Synthesize battery degradation modes via a diagnostic and prognostic model

Matthieu Dubarry et al.

JOURNAL OF POWER SOURCES (2012)

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Review Chemistry, Physical

Review of models for predicting the cycling performance of lithium ion batteries

Shriram Santhanagopalan et al.

JOURNAL OF POWER SOURCES (2006)

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Sorting and grouping optimization method for second-use batteries considering aging mechanism

相关参考文献

A Quick Screening Approach Based on Fuzzy C-Means Algorithm for the Second Usage of Retired Lithium-Ion Batteries

A review on the key issues of the lithium ion battery degradation among the whole life cycle

Performance assessment and classification of retired, lithium ion battery from electric vehicles for energy storage

A review on the key issues for lithium-ion battery management in electric vehicles

Stable Configuration of a Li-Ion Series Battery Pack Based on a Screening Process for Improved Voltage/SOC Balancing

Synthesize battery degradation modes via a diagnostic and prognostic model

Review of models for predicting the cycling performance of lithium ion batteries

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