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Gaungzhong Dong

As seen in: Cell Reports Physical Science
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Articles

Realistic multi-fault diagnostics of millions-scale Li-ion batteries with rapid unsupervised learning

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By Shaohua Xie, Haonan Chen, Yunjiang Lou, Gaungzhong Dong
| Cell Reports Physical Science Verified
Keywords Li-ion battery unsupervised learning multi-fault diagnosis Introduction The global energy sector is rapidly transitioning toward sustainable and renewable sources, placing unprecedented demands on energy storage technologies for mitigating intermittency and maintaining grid stability.1,2,3 Among available options, lithium-ion (Li-ion) batteries dominate large-scale energy storage owing to their high energy density, efficiency, and long cycle life.4 Their versatility supports...
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