Hybrid CNN-BiLSTM-Attention model with asymmetric loss reports RMSE 17.52 and S-Score 922.06 on C-MAPSS FD001 while producing interpretable per-engine degradation heatmaps.
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Asymmetric-Loss-Guided Hybrid CNN-BiLSTM-Attention Model for Industrial RUL Prediction with Interpretable Failure Heatmaps
Hybrid CNN-BiLSTM-Attention model with asymmetric loss reports RMSE 17.52 and S-Score 922.06 on C-MAPSS FD001 while producing interpretable per-engine degradation heatmaps.