⚡ electrical engineering
IOT-Driven Multi-Modal Thermal-Aware Transformer-Bigru Framework for Precision SOC Estimation in Next-Generation Electric Vehicles
This research proposes an IoT-driven, multi-modal framework that fuses spatial thermal gradient analysis with a Transformer-BiGRU architecture to achieve highly precise, real-time State-of-Charge estimation for electric vehicle batteries, significantly outperforming traditional methods in accuracy and safety.
Original paper licensed under CC BY 4.0 (https://creativecommons.org/licenses/by/4.0/). This is an AI-generated explanation of the paper below. It is not written or endorsed by the authors. For technical accuracy, refer to the original paper. Read full disclaimer
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