BATT2GRAPH: A Hybrid CNN-LSTM and Temporal Graph-Based Approach for Lithium-Ion Battery SOH Prediction and Anomaly Detection

Hajer Akid, Mohamed Wadhah Mabrouk, Slimane Arbaoui, Ahmed Samet, Boudour Ammar. BATT2GRAPH: A Hybrid CNN-LSTM and Temporal Graph-Based Approach for Lithium-Ion Battery SOH Prediction and Anomaly Detection. In Eric Pardede, Qiang Ma 0001, Gabriele Kotsis, Toshiyuki Amagasa, Akiyo Nadamoto, Ismail Khalil, editors, Information Integration and Web Intelligence - 27th International Conference, iiWAS 2025, Matsue, Japan, December 8-10, 2025, Proceedings. Volume 16330 of Lecture Notes in Computer Science, pages 127-141, Springer, 2025. [doi]

Authors

Hajer Akid

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Mohamed Wadhah Mabrouk

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Slimane Arbaoui

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Ahmed Samet

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Boudour Ammar

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