Chapter Three

Vibration-based diagnosis of defect embedded in inner raceway of ball bearing using 1D convolutional neural network

Pragya Sharma1, Swet Chandan2, Rabindra Nath Shaw3 and Ankush Ghosh4,    1G. B. Pant University of Agriculture and Technology, Pantnagar, India,    2Galgotias University, Greater Noida, India,    3Department of Electrical, Electronics & Communication Engineering, Galgotias University, Greater Noida, India,    4School of Engineering and Applied Sciences, The Neotia University, Kolkata, India

Abstract

The fundamental point of this work is the advancement of a model that depends on deep learning-based examination for the plan and conclusion of a flaw of a ball bearing. In this work, we will be modeling the ball bearing ...

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