Safety is a key factor for the large-scale application of spent power batteries in energy storage systems. Compared with new energy storage batteries, spent power batteries are more prone to aging reactions such as capacity reduction, internal resistance increase and internal chemical structure change.
Theoretically, spent power batteries can be applied to power grid energy storage. Compared with new batteries, spent power batteries can reduce the cost of energy storage projects, and thus reduce the cost of energy storage for users.
Therefore, the batteries must be checked after recycling. The spent power batteries that meet the requirements of the specification enter the subsequent process, and the spent power batteries that are in poor condition are disassembled.
According to the characteristics of the scrapped power battery, such as capacity, internal resistance and remaining service life, the power battery cells are regrouped together through an efficient clustering algorithm to reduce the internal inconsistency of the battery pack and improve the remaining service life of the regrouping battery.
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Several approaches to directly regenerate spent batteries have been introduced since 2024 (ref. 5). Battery performance can be restored through electrochemical methods, fresh electrolyte...
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