Articles with "transition field" as a keyword



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A New Fault Diagnosis of Rolling Bearing Based on Markov Transition Field and CNN

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Published in 2022 at "Entropy"

DOI: 10.3390/e24060751

Abstract: The rolling bearing is a crucial component of the rotating machine, and it is particularly vital to ensure its normal operation. In addition, the selection of different category features will add uncertainty and bias to… read more here.

Keywords: rolling bearing; transition field; fault diagnosis; markov transition ... See more keywords
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Markov Transition Field Enhanced Deep Domain Adaptation Network for Milling Tool Condition Monitoring

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Published in 2022 at "Micromachines"

DOI: 10.3390/mi13060873

Abstract: Tool condition monitoring (TCM) is of great importance for improving the manufacturing efficiency and surface quality of workpieces. Data-driven machine learning methods are widely used in TCM and have achieved many good results. However, in… read more here.

Keywords: condition monitoring; tool condition; domain; deep domain ... See more keywords