Adaptive Control of Active Magnetic Bearing against Milling Dynamics

For improving the defects in milling processes caused by traditional spindle bearings, e.g., the dimensional discrepancy of a finished workpiece due to bearing wear or oil pollution by lubricant, a novel embedded cylindrical-array magnetic actuator (ECAMA) is designed for milling applications. Since ECAMA is a non-contact type actuator, a control strategy named fuzzy model-reference adaptive control (FMRAC) is synthesized to account for the nonlinearities of milling dynamics and magnetic force. In order to ensure the superior performance of spindle position regulation, the employed models in FMRAC are all constructed by experiments. Based on the experimental results, the magnetic force by ECAMA is much stronger than that by the traditional active magnetic bearing (AMB) design under the same test conditions and identical overall size. The efficacy of ECAMA to suppress the spindle position deviation with the aid of FMRAC has been verified as well via numerical simulations and practical metal cutting.

[1]  Nan-Chyuan Tsai,et al.  Regulation of spindle position by magnetic actuator array , 2011 .

[2]  Changsheng Zhu,et al.  The active vibration attenuation of a built-in motorized milling spindle , 2013 .

[3]  M. W. Cho,et al.  Application of the fuzzy control strategy to adaptive force control of non-minimum phase end milling operations , 1994 .

[4]  Shouzhao Sheng,et al.  A Near-Hover Adaptive Attitude Control Strategy of a Ducted Fan Micro Aerial Vehicle with Actuator Dynamics , 2015 .

[5]  James Patrick Lyons,et al.  Integration of Magnetic Bearings in the Design of Advanced Gas Turbine Engines , 1994 .

[6]  Min-Yang Yang,et al.  Hybrid adaptive control based on the characteristics of CNC end milling , 2002 .

[7]  Hong-Yih Yeh,et al.  The Logic-Based Supervisor Control for Sun-Tracking System of 1 MW HCPV Demo Plant: Study Case , 2012 .

[8]  Seung-Kook Ro,et al.  A magnetically suspended miniature spindle and its application for tool orbit control , 2012 .

[9]  M. Spirig,et al.  Three Practical Examples of Magnetic Bearing Control Design Using a Modern Tool , 2002 .

[10]  XiaoQi Chen,et al.  A novel chatter stability criterion for the modelling and simulation of the dynamic milling process in the time domain , 2003 .

[11]  Y. S. Tarng,et al.  Adaptive learning control of milling operations , 1995 .

[12]  J W Sohn,et al.  An active mount using an electromagnetic actuator for vibration control: Experimental investigation , 2010 .

[13]  Ali Galip Ulsoy,et al.  DYNAMIC MODELING FOR CONTROL OF THE MILLING PROCESS. , 1985 .

[14]  Wei-Hua Chieng,et al.  Adaptive control optimization in end milling using neural networks , 1995 .

[15]  Sébastien Seguy,et al.  Chatter milling modeling of active magnetic bearing spindle in high-speed domain , 2011 .

[16]  N. Tsai,et al.  On Sandwiched Magnetic Bearing Design , 2007 .

[17]  James F. Walton,et al.  Performance of a Foil-Magnetic Hybrid Bearing , 2002 .

[18]  Sun-Kyu Lee,et al.  Rolling bearing-suspended spindle run-out control using repetitive control and adaptive feedforward cancellation , 2013 .

[19]  Nan-Chyuan Tsai,et al.  Counterbalance of cutting force for advanced milling operations , 2010 .

[20]  Jerzy T. Sawicki,et al.  High-Precision Cutting Tool Tracking With a Magnetic Bearing Spindle , 2015 .

[21]  Junji Tamura,et al.  A Design Fuzzy Logic Controller for a Permanent Magnet Wind Generator to Enhance the Dynamic Stability of Wind Farms , 2012 .

[22]  Y. H. Peng On the performance enhancement of self-tuning adaptive control for time-varying machining processes , 2004 .

[23]  Alexander H. Pesch,et al.  Rotor Model Updating and Validation for an Active Magnetic Bearing Based High-Speed Machining Spindle , 2012 .

[24]  Shouzhao Sheng,et al.  Design of a Stability Augmentation System for an Unmanned Helicopter Based on Adaptive Control Techniques , 2015 .

[25]  Michel Lacour,et al.  A new method of cutting force measurement based on command voltages of active electro-magnetic bearings , 2004 .

[26]  Sun-Kyu Lee,et al.  Micro-patterning technique using a rotating cutting tool controlled by an electromagnetic actuator , 2016 .

[27]  Han Ding,et al.  Active Control of an Active Magnetic Bearings Supported Spindle for Chatter Suppression in Milling Process , 2015 .

[28]  Jin-Ho KYUNG,et al.  Controller Design for a Magnetically Suspended Milling Spindle Based on Chatter Stability Analysis ( Magnetic Bearing) , 2003 .

[29]  J.W. Kolar,et al.  Combined Radial-Axial Magnetic Bearing for a 1 kW, 500,000 rpm Permanent Magnet Machine , 2007, APEC 07 - Twenty-Second Annual IEEE Applied Power Electronics Conference and Exposition.

[30]  C. Y. Wang,et al.  Finite-Element Simulation of Conventional and High-Speed Peripheral Milling of Hardened Mold Steel , 2009 .