2022
DOI: 10.1016/j.jpowsour.2022.231129
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Developing extreme fast charge battery protocols – A review spanning materials to systems

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Cited by 39 publications
(14 citation statements)
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“…[269][270][271] The traditional CC-CV method can only work under mild charging rates, but is compromised with the cycling performance, which is not enough to support the more demanding charging conditions. 272 The multistage constant current (MCC) charging was developed to prevent these problems, which is a high-quality charging method with the preponderances of high charge/discharge energy efficiency and short charging time. 273 At present, machine learning is used for early prediction, and a Bayesian optimization algorithm is applied to continue to explore more efficiently in a shorter time to obtain the optimal charging strategy.…”
Section: Discussionmentioning
confidence: 99%
“…[269][270][271] The traditional CC-CV method can only work under mild charging rates, but is compromised with the cycling performance, which is not enough to support the more demanding charging conditions. 272 The multistage constant current (MCC) charging was developed to prevent these problems, which is a high-quality charging method with the preponderances of high charge/discharge energy efficiency and short charging time. 273 At present, machine learning is used for early prediction, and a Bayesian optimization algorithm is applied to continue to explore more efficiently in a shorter time to obtain the optimal charging strategy.…”
Section: Discussionmentioning
confidence: 99%
“…The state-ofthe-art monitoring approaches are mostly based on conventional parameters i.e., voltage, current and temperature, and assisted by the Coulomb counting method, however it becomes insufficient in more complex usage conditions [53]. Applying the fast-charging in a mismatched SoC region (i.e., low or high SoC region) leads to accelerated aging effects on batteries such as the destabilization of the lattice structure, the release of lattice oxygen, side (electro)chemical reactions and excessive heat generation etc, leading to a rapid degradation of the batteries and safety hazards [54][55][56][57]. Many researchers thus are shifting their focus to more physics-oriented strategies providing direct insights towards the battery materials [58].…”
Section: Operando Orp-eis For Monitoring Of Libs Under Various Chargi...mentioning
confidence: 99%
“…[ 39–42 ] Indeed, cell‐level researchers have advanced many new classes of charge protocols including those with multiple stages, pulses, voltage ramp (VR), boost, and voltage trajectory. [ 43–48 ] When designing the protocols, attempts are made to minimize the failure modes. [ 14,44,46 ] Increased charging rates and power during XFC causes increase of impedance, lithium plating on the negative electrode, electrode delamination, and mechanical degradation of cathode particles, which can be categorized by loss of lithium inventory and loss of active material in cathode/anode.…”
Section: Introductionmentioning
confidence: 99%