Robustness of CNN-augmented sequential models for Li-ion battery RUL prediction under data scarcity

Open Access

Peer-reviewed

Research Article

About the Authors

Jie Zhang

Roles Conceptualization, Data curation, Methodology, Validation, Visualization, Writing – original draft, Writing – review & editing

Affiliation School of Business Administration, Capital University of Economics and Business, Beijing, China

The authors have declared that no competing interests exist.

Forecasting
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Deep learning
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Recurrent neural networks
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Preprocessing
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Network resilience
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Neural networks
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Sensory perception
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Signal processing
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