Variations of the selected features during battery aging.

<p>(a) CIT-I, the ratio of constant-current (CC) charging time to CC charging current (s/A), measured over successive cycles; (b) CVT-V, the ratio of constant-voltage (CV) charging time to the voltage at that moment (s/V), measured over successive cycles; (c) battery impedance (Ω) over the sam...

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التفاصيل البيبلوغرافية
المؤلف الرئيسي:	Peijian Jin (22265437) (author)
مؤلفون آخرون:	Shuo Yang (209399) (author), Xinwan Xu (22331819) (author), Chaoqun Li (104301) (author), Shihao Guo (5136650) (author), Wei Yan (4327) (author), Hui Miao (143177) (author), Shimei Sun (1427905) (author)
منشور في:	2025
الموضوعات:	Neuroscience Space Science Biological Sciences not elsewhere classified Information Systems not elsewhere classified remaining useful life mitigating safety risks fully connected layer frequency image fusion channel color images capture spatial dependencies novel multiview approach model temporal dependencies frequency images using extract spatial features xlink "> lithium time &# 8211 final soh estimate convolutional neural network raw temporal features stage attention mechanism three representative features frequency features spatial correlations grayscale images stage prediction widely used wavelet transform term memory study proposes preventing failures multiview state meaningful contribution long short ion batteries integrating time component makes comparative experiments accurate early
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Variations of the selected features during battery aging.

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