Author

N. Bharani

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2026

Neural network-supported vibration analysis of turbomachinery for early fault prediction

A new hybrid deep learning architecture, combining one-dimensional convolutional neural networks (1D-CNN) with bidirectional long short-term memory (BiLSTM) networks to the problem of automatic detection and early forecasting of mechanical faults based on raw vibration signals is suggested.

N. Bharani · Materials Research Proceedin... · 0 citations