Fault Diagnosis for Rotating Machinery with Scarce Labeled Samples: A Deep CNN Method Based on Knowledge-Transferring from Shallow Models

Jing Zhang, Deqing Zhang, Mingyue Yang, Xiaobin Xu, Weifeng Liu, Chenglin Wen. Fault Diagnosis for Rotating Machinery with Scarce Labeled Samples: A Deep CNN Method Based on Knowledge-Transferring from Shallow Models. In 2018 International Conference on Control, Automation and Information Sciences, ICCAIS 2018, Hangzhou, China, October 24-27, 2018. pages 482-487, IEEE, 2018. [doi]

Abstract

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