Title of article
Design of model-based unbalance compensator with fuzzy gain tuning mechanism for an active magnetic bearing system
Author/Authors
Tung، نويسنده , , Pi-Cheng and Tsai، نويسنده , , Mong-Tao and Chen، نويسنده , , Kuan-Yu and Fan، نويسنده , , Yi-Hua and Chou، نويسنده , , Fu-Chu، نويسنده ,
Issue Information
روزنامه با شماره پیاپی سال 2011
Pages
8
From page
12861
To page
12868
Abstract
This paper deals with the unbalanced vibration problem of a stabilized active magnetic bearing (AMB) system. First, a model-based integral-type observer is proposed to evaluate the shaft displacement and the unbalancing forces of the rotor of an AMB system controlled by a proportional-integral-derivative (PID) controller. A fuzzy gain tuning mechanism is added to adjust the output of the PID controller in order to overcome the disturbances and suppress the unbalancing vibration. We have shown via simulation that the addition of the integral-type force observer improves the rotating accuracy in the device operating range. The experimental results demonstrate an efficient reduction of the shaft displacement of the rotor. Thus, the proposed scheme allows for a remarkable improvement in the unbalanced vibration of an AMB system over conventional PID controls without fuzzy gain tuning mechanism.
Keywords
Fuzzy gain tuning mechanism , Model-based integral-type observer , Active Magnetic Bearing , Unbalanced vibration
Journal title
Expert Systems with Applications
Serial Year
2011
Journal title
Expert Systems with Applications
Record number
2350323
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