Soft sensing of magnetic bearing system based on support vector regression and extended Kalman filter

The rotor displacement measurement plays an important role in an active bearing system, however, in practice this measurement might be quite noisy, so that the control performance might be seriously degraded. In this paper, a soft sensing method for magnetic bearing-rotor system based on Support Vec...

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Veröffentlicht in:	Mechatronics (Oxford) 2014-04, Vol.24 (3), p.186-197
Hauptverfasser:	Sun, Zhe, Zhao, Jingjing, Shi, Zhengang, Yu, Suyuan
Format:	Artikel
Sprache:	eng
Schlagworte:	Active magnetic bearing Bearing Detection Displacement Extended Kalman filter Mathematical analysis Regression Rotors Soft sensing Support vector machine Vectors (mathematics)
Online-Zugang:	Volltext
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