2022
DOI: 10.1039/d2ta04309b
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In situcharacterization of lithium-metal anodes

Abstract: With people's demand for high energy density, traditional lithium-ion batteries with graphite anode can no longer meet the demand. Due to its extremely high theoretical specific capacity (3860 mAh g-1)...

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Cited by 24 publications
(16 citation statements)
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“…Recently, artificial intelligence technology has quietly emerged to help data collection and analysis, especially in accessing more precise results and saving analysis time, and has been employed in the medical field. 254 However, for use of artificial intelligence in battery in situ / operando characterization techniques, two conditions need to be met—high spatial/temporal resolution techniques and large databases. The data collection speed of most characterization techniques is on the time scale of seconds to minutes, and for a few techniques, such as NI, it can reach several hours, while the speed of electrochemical reactions is generally on the time scale of milliseconds to microseconds.…”
Section: Discussionmentioning
confidence: 99%
“…Recently, artificial intelligence technology has quietly emerged to help data collection and analysis, especially in accessing more precise results and saving analysis time, and has been employed in the medical field. 254 However, for use of artificial intelligence in battery in situ / operando characterization techniques, two conditions need to be met—high spatial/temporal resolution techniques and large databases. The data collection speed of most characterization techniques is on the time scale of seconds to minutes, and for a few techniques, such as NI, it can reach several hours, while the speed of electrochemical reactions is generally on the time scale of milliseconds to microseconds.…”
Section: Discussionmentioning
confidence: 99%
“…This technique involves placing a battery sample in a specialized cell that allows for electrochemical measurements to be performed while simultaneously imaging the sample using SEM. It provides valuable insights into the processes that occur within batteries, such as lithium plating, SEI formation, and dendrite growth. By observing these processes in real time, researchers can gain a better understanding of how they affect battery performance and durability and how to mitigate them.…”
Section: Advanced Electron Microscopy Imaging Techniques Applied For ...mentioning
confidence: 99%
“…Owing to its low cost and ease of operation, in situ OM has become one of the preferred imaging techniques and is widely used. 492,493 Unfortunately, the low resolution determines that in situ OM can be observed only at the submicron level and is considered a macroscopic characterization technique. 493,494 Fig.…”
Section: Reviewmentioning
confidence: 99%