Download Deep Learning Algorithms For Bearing Fault Diagnostics-A Comprehensive Review PDF Free - Full Version
Download Deep Learning Algorithms For Bearing Fault Diagnostics-A Comprehensive Review by ['Felipe Andres Figueroa Videla'] in PDF format completely FREE. No registration required, no payment needed. Get instant access to this valuable resource on PDFdrive.to!
About Deep Learning Algorithms For Bearing Fault Diagnostics-A Comprehensive Review
This document reviews deep learning algorithms for bearing fault diagnostics. It provides a brief overview of conventional machine learning methods before extensively reviewing state-of-the-art deep learning techniques. The document analyzes the superiority of deep learning methods in terms of fault feature extraction and classification performance. It also summarizes new capabilities enabled by deep learning. Additionally, it conducts a comparative study of different algorithm accuracies on a public bearing dataset. Finally, it provides recommendations for applying various deep learning algorithms to bearing fault diagnosis and discusses future research directions.
Detailed Information
| Author: | ['Felipe Andres Figueroa Videla'] |
|---|---|
| Publication Year: | 2020 |
| Pages: | 25 |
| Language: | English |
| Format: | |
| Price: | FREE |
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