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MetaloPulse AI is a predictive framework that transforms passive metal structures into intelligent systems using IoT sensors and a Dual-Head LSTM deep learning architecture to monitor corrosion in real-time. The system achieves a classification accuracy of 94.2% for corrosion regimes and a Mean Absolute Error of 2.4 days for predicting Remaining Useful Life. This innovation shifts maintenance practices from reactive to autonomous predictive maintenance, enhancing infrastructure integrity and efficiency.
- Author
- ay7804059
- Language
- EN