Elimination of End effects in LMD Based on LSTM Network and Applications for Rolling Bearing Fault Feature Extraction

<div>Decomposition results obtained using the improved LMD algorithm: (a) ball fault decomposition result; (b) outer ring fault decomposition result; (c) inner ring fault decomposition result.</div>

Mathematical Problems in Engineering

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Figure 13

Figure 13: Elimination of End effects in LMD Based on LSTM Network and Applications for Rolling Bearing Fault Feature Extraction 