Vibration sensor based tool condition monitoring using ν support vector machine and locality preserving projection

• Vibration sensor based ν-SVM is presented to realize tool condition monitoring. • The NN rule based algorithm is proposed to determine the value of ν. • LPP is utilized to realize dimension reduction of feature vectors. • The time consuming of NN based ν-SVM is far less than C-SVM with optimizatio...
Ausführliche Beschreibung

Gespeichert in:
Autor*in:

Wang, G.F. [verfasserIn]

Yang, Y.W.

Zhang, Y.C.

Xie, Q.L.

Format:

E-Artikel

Sprache:

Englisch

Erschienen:

2014

Schlagwörter:

ν-SVM

Dimension reduction

Locality preserving projection

Tool condition monitoring

Nearest neighbor algorithm

Umfang:

9

Übergeordnetes Werk:

Enthalten in: Antioxidant activity of propolis extracts from Serbia: A polarographic approach - 2012, Amsterdam [u.a.]

Übergeordnetes Werk:

volume:209 ; year:2014 ; day:1 ; month:03 ; pages:24-32 ; extent:9

Links:

Volltext

DOI / URN:

10.1016/j.sna.2014.01.004

Katalog-ID:

ELV034002626

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