Fault Diagnosis of Rolling Bearing Based on Multiscale Intrinsic Mode Function Permutation Entropy and a Stacked Sparse Denoising Autoencoder

Effective intelligent fault diagnosis of bearings is important for improving safety and reliability of machine. Benefiting from the training advantages, deep learning method can automatically and adaptively learn more abstract and high-level features without much priori knowledge. To realize represe...

وصف كامل

التفاصيل البيبلوغرافية
الحاوية / القاعدة:Applied Sciences
المؤلفون الرئيسيون: Juying Dai, Jian Tang, Faming Shao, Shuzhan Huang, Yangyang Wang
التنسيق: مقال
اللغة:الإنجليزية
منشور في: MDPI AG 2019-07-01
الموضوعات:
IMFs
multiscale permutation entropy
stacked sparse denoising autoencoder
fault diagnosis
الوصول للمادة أونلاين:https://www.mdpi.com/2076-3417/9/13/2743

الانترنت

https://www.mdpi.com/2076-3417/9/13/2743

مواد مشابهة