Fault diagnosis on production systems with support vector machine and decision trees algorithms

Author:

Demetgul M.

Publisher

Springer Science and Business Media LLC

Subject

Industrial and Manufacturing Engineering,Computer Science Applications,Mechanical Engineering,Software,Control and Systems Engineering

Reference47 articles.

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2. Khalgui M, Hanisch HM (2008) NCES-based modelling and CTL-based verification of reconfigurable Benchmark Production Systems, Industrial Embedded Systems, SIES 2008. International Symposium on June 2008, Le Grande Motte: 11–13

3. Hu Q, He Z, Zhang Z, Zi Y (2007) Fault diagnosis of rotating machinery based on improved wavelet package transform and SVMs ensemble. Mechanical Systems and Signal Processing 21:688–705

4. Ge M, Du R, Zhang G, Xu Y (2004) Fault diagnosis using support vector machine with an application in sheet metal stamping operations. Mech Syst Signal Pr 18:143–159

5. Yang J, Zhang Y, Zhu Y (2007) Intelligent fault diagnosis of rolling element bearing based on SVMs and fractal dimension. Mech Syst Signal Pr 21:2012–2024

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