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The bearing fault, generating harmful vibrations, is one of the main causes of machine breakdowns. Therefore, performing bearing fault diagnosis is a key point to improve the reliability of the mechanical systems and reduce the corresponding operating expense. Recently, more and more studies focus on addressing this problem through detection transient signal by means of sparse representation (SR)...
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