Fault Size Estimation of Bearings Using Multiple Decomposition Techniques with Artificial Neural Network

A running machine generates multi-frequency vibration signals which can be captured by accelerometers. Empirical mode decomposition, wavelet decomposition, and wavelet packet decomposition are the commonly used methods to decompose the multi-frequency signal. Quick fault classification, accurate sig...

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