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Abstract: Battery lifetime prediction is crucial in industrial applications ... Motivated by the early cycle data from lithium-ion batteries, this article proposes a robust transfer learning method by ...

Second, using a fully connected neural network, an orbital lifetime prediction model is established based on deep learning. The hyperparameters of the deep learning model are optimized using the black ...

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