Kangwon National University Researchers Provide New Insights into Information and Data Preprocessing (Effect of data preprocessing methods and hyperparameters on accuracy of ball bearing fault detection based on deep learning)

摘要

By a News Reporter-Staff News Editor at Network Daily News – Research findings on information and data preprocessing are discussed in a new report. According to news originating from Gangwon Do, South Korea, by NewsRx editors, the research stated, “This paper presents the effect of data preprocessing methods and hyperparameters in deep learning on the accuracy of ball bearing fault detection. In this study, artificial defects in the ball bearing were created to obtain the machine learning data for ball bearing fault detection.” Financial supporters for this research include korea institute for advancement of technology Funder DOI: 10.13039/501100003661 Award: P0002092 National Research Foundation of Korea Funder DOI: 10.13039/501100003725 Award: NRF-2020R1F1A1072693.