A Novel Mechanical Fault Diagnosis Scheme Based on the Convex 1-D Second-Order Total Variation Denoising Algorithm

A Novel Mechanical Fault Diagnosis Scheme Based on the Convex 1-D Second-Order Total Variation Denoising Algorithm

Convex 1-D first-order total variation (TV) denoising is an effective method for eliminating signal noise, which can be defined as convex optimization consisting of a quadratic data fidelity term and a non-convex regularization term. It not only ensures strict convex for optimization problems, but a...

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Hlavní autoři: Cancan Yi, Yong Lv, Zhang Dang, Han Xiao
Médium: Článek
Jazyk:English
Vydáno: MDPI AG 2016-12-01
Edice:Applied Sciences
Témata:
second-order total variation denoising
convex optimization
non-convex regularization term
permutation entropy
fault diagnosis
On-line přístup:http://www.mdpi.com/2076-3417/6/12/403

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http://www.mdpi.com/2076-3417/6/12/403

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