WGAN-GP結(jié)合CBAM-VGG16輕量化網(wǎng)絡(luò)滾動軸承故障診斷

摘要： 針對滾動軸承故障診斷中存在的故障數(shù)據(jù)不平衡且診斷效率低的問題，提出一種將改進的生成對抗網(wǎng)絡(luò)(Wasserstein Generative Adversarial Network with Gradient Penalty,WGAN-GP)和輕量化卷積神經(jīng)網(wǎng)絡(luò)相結(jié)合的滾動軸承故障診斷方法。首先，利用連續(xù)小波變換(Continuous Wavelet Transform,CWT)生...