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Improved Dynamic Mode Decomposition and Its Application to Fault Diagnosis of Rolling Bearing

To solve the intractable problems of optimal rank truncation threshold and dominant modes selection strategy of the standard dynamic mode decomposition (DMD), an improved DMD algorithm is introduced in this paper. Distinct from the conventional methods, a convex optimization framework is introduced...

Ausführliche Beschreibung

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Bibliographische Detailangaben
Veröffentlicht in:Sensors (Basel)
Hauptverfasser: Dang, Zhang, Lv, Yong, Li, Yourong, Wei, Guoqian
Format: Artigo
Sprache:Inglês
Veröffentlicht: MDPI 2018
Schlagworte:
Online Zugang:https://ncbi.nlm.nih.gov/pmc/articles/PMC6022056/
https://ncbi.nlm.nih.gov/pubmed/29921832
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3390/s18061972
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