基于LWKConv-DRSN-FPN的旋轉(zhuǎn)機(jī)械故障診斷
噪聲與振動(dòng)控制
頁數(shù): 7 2024-09-20
摘要: 針對(duì)傳統(tǒng)旋轉(zhuǎn)機(jī)械故障診斷方法難以應(yīng)對(duì)強(qiáng)噪聲干擾以及診斷準(zhǔn)確率較低的問題,提出一種Laplace小波核卷積層(Laplace Wavelet Kernel Convolutional Layer,LWKConv)、深度殘差收縮網(wǎng)絡(luò)(Deep Residual Shrinkage Networks,DRSN)和特征金字塔網(wǎng)絡(luò)(Feature Pyramid Networks,FPN... (共7頁)