DOI QR코드

DOI QR Code

Prototype of 6-DOF Magnetically Levitated Stage Based on Single Axis Lorentz force Actuator

  • Xu, Fengqiu (Electrical Information School, Wuhan University, China.) ;
  • Xu, Xianze (Corresponding Author: Electrical Information School, Wuhan University, China.) ;
  • Chen, Meng (Electrical Information School, Wuhan University, China.)
  • Received : 2015.09.09
  • Accepted : 2016.03.30
  • Published : 2016.09.01

Abstract

Keywords

1. Introduction

High-precision positioning stages have been widely used in the measuring and detecting instruments, such as coordinate measuring machine, profile scanning device, spectrograph and microscope. The positioning stage can load an object, then move and rotate to a certain position and orientation. In manipulation, the evaluating indexes of the motion-control devices contain accuracy of position, range of motion, degrees of freedom, and bandwidth of response [1]. Traditional positioning stages usually employ rotary or linear motors assembled with some gearings. With the inherent friction and linkage, it is hard to improve the positioning accuracy and response speed. A promising solution for high-precision positioning is magnetically levitated technology. This technology has been successfully implemented in various systems, such as high-speed maglev train [2, 3], vibration isolation system [4], magnetic bearings [5-7], and electromagnetic launchers [8]. Because the translator and the stator is noncontact with each other, there is no friction, stiction, and backlash existed, which lead to a simple system dynamic, excellent repeatability, high positioning accuracy, and clean working environment. As the translator can produce all 6 DOF motions without bearing and guiding mechanism, the magnetically levitated stage allows a high bandwidth control if we need a complex motion in 3-D space.

The actuator takes a significant part in the maglev positioning stage. In general, the force created by the actuators should not only balance the gravity in vertical direction but also actuate the stage in horizontal direction. Nowadays, Lorentz-force actuator [9, 10], in which the magnetic force is created by the interaction between the magnetic field due to the permanent magnet and the current in the current carrying coil, is widely used in the high-precision positioning device. This kind of actuator is always assembled in the magnetically levitated stage because of the various designing structure and the simple controlling method. There are plenty of designs proposed in the literature. In these reports, the maglev positioning stages are proved to be excellent in positioning accuracy and respond speed, but the small travel range is a shortcoming. Enlarging the stroke of actuator is effective to solve this issue [11-13], but the system will suffer from three challenges:

1). hard to obtain the accurate force-gap relationship;

2). open-loop instability in each actuator;

3). strong coupling between all actuators.

Aiming at the three challenges, different solutions are proposed in current research. Firstly, polynomial fitting method is always employed to model the force-gap relationship for the controlling system [14, 15]. Secondly, with the inherent open loop instability of long stroke actuator, many researchers use the advanced control method [16, 17]. Thirdly, to eliminate the strong coupling between each actuator, the wrench-current transforming matrix is constructed to decouple each actuating unit [18]. However, some problems are existed in practice: as the force model of actuator becomes complicated with the stroke enlarging of the actuator, many designers just fit the force-gap relationship into the approximate single-variable function; the hardware overhead is high for the complicated control method, so high standard hardware is necessary for the control of the maglev positioning system; in order to simplify the wrench-current transforming matrix, the coupling between vertical actuators and horizontal actuator is always ignored. These factors will affect the performance and the application of maglev positioning device in reality.

This paper presents a prototype of 6-DOF magnetic levitated stage in which the travel range is enlarged due to developing the stroke of single axis cylindrical Lorentz force actuator. Eight independent long-stroke Lorenz force actuators are utilized to actuate the stage, and three methods are used to overcome the shortcomings aforementioned:

1) Solving the force-gap relationship by Gaussian quadrature, and storing it in a 2-diemensional look up table [19] for the feedback linearity in the control system;

2) Analyzing the force model of the actuator to choose suitable air-gap where the open loop instability in ironless Lorenz-force actuator decreases significantly;

3) Based on the designing structure, constructing the complete wrench-current transforming matrix to decouple all of the actuators.

With these methods, the maglev stage realizes the stroke of 2mm×2mm×2mm in translation and 80mrad×80mrad×40mrad in rotation. The resolution of the translation is 2.8um in vertical direction and 4um in horizontal direction.

The content of the rest of the paper is as follows. We present the mechanical design and assembly of the maglev stage in Section II. In Section III we introduce the solving method of force-gap relationship and discuss the choosing of the air-gap of actuator. The model of the maglev stage is described in Sections IV, including the actuating unit, sensors, decoupling, and control method; the subsection of force distribution in Section IV introduce the constructing of wrench-current transforming matrix in details. The experiment results are shown in section V. Conclusion is made in section VI.

 

2. Maglev Stage and Instrument System

2.1 The structure of the maglev stage

The structure of magnetically levitated stage is depicted in Fig. 1. The basic parts including platen, Lorentz force actuator, magnet holders, sensors and foundation support have been labeled. The coordinate system in this figure will be defined in next section. Aluminum is used to fabricate the stage with its light weight and high stiffness. Fig. 1(a) shows the stator and sensors, and does not contain the levitated part. The laser sensors are used to measure the displacement in horizontal direction while the eddy gauges are used to measure the displacement in vertical direction. Fig. 1(b) shows the main direction of Lorentz force created by the actuators. At the two symmetrical corners of the platen, there are four horizontal actuators that make the stage move in three horizontal DOFs, i.e., x- and y-translation and γ-rotation about the z-axis. Four vertical actuators in the middle of the platen’s four edges can generate forces in three vertical DOFs, i.e., z-translations and α- and β-rotation about the x and y axis. The photograph of this system is shown in Fig. 2.

Fig. 1.Assembly diagram of the maglev stage: (a) without levitated platen; (b) with levitated platen

Fig. 2.Maglev positioning stage

2.2 System integration

Fig. 3 describes the structure of this instrument. The three-axis position in the horizontal plane (x-, y-translation, and γ-rotation) is sensed by laser displacement sensor, and three-axis position in the vertical plane (z-translation, and α-, β-rotation) is sensed by eddy gauge. The digital signal processor (DSP) TMS320F28335 by Texas Instruments takes care of all the foreground computing tasks in real-time control. It gathers the position data from these six displacement sensors, applies the control law, and calculates the control outputs and transfers the position information to the computer. We sample the analog signals of displacement sensor and convert them to digital data by two 16-bit analog-to-digital converters (ADC) ADS8361. These data are used by the real-time digital controller to calculate the position of the stage. To reduce the affection from the inherent noise of the sensor and circuit, we use a Kalman filter to process the data obtained from the ADC. The position data is used as the input of the control unit, while the output of the control unit is magnitude of voltage. The output voltage is generated via two 16-bit digital-to-analog (DAC) converters AD5665. All the above tasks are accomplished in an interrupt service routine (ISR) initiated by a timer interrupt at every 500us. We employ eight voltage controlled constant current source based on OPA659 to excite the actuator. The output current from the amplifier is linearly proportional to the input voltage. The user commands and position information used to display are interacted by USB bus between the DSP and computer.

Fig. 3.Integration of system

 

3. Actuator design

3.1 Analyze of force-gap relationship

The vertical and horizontal actuator has the same composition as shown in Fig. 4. It uses AWG #21 wire for winding and cylindrical NdFeB permanent magnet (PM) for the moving part. The current carrying coil is excited by the digital constant current source. The Lorentz force created by the interaction of the magnetic field and the current in the coil can actuate the magnet.

Fig. 4.The structure of Lorentz force actuator

We calculate the force based on Lorentz law. The magnetic field distribution should be acquired at first and it can be solved conveniently in terms of the cylindrical coordinates. As shown in Fig. 5, we define a polar coordinate system. The origin of the system {m} is the mass center mo of the PM and the central axis of cylindrical magnet is the mz -axis. An arbitrary point P1 on North Pole and an arbitrary point P2 on South Pole can contribute to the scalar potential at point P(r, θ, z) respectively. So the scalar potential at point P(r, θ, z) can be represented as:

Fig. 5.Geometry of the cylindrical magnet

In this expression, the vectors have been shown in Fig. 5. Parameter M is remanence of the PM and u0 is vacuum magnetic permeability. As magnetic flux density is the gradient of scalar potential, the magnetic flux density at point P(r, θ, z) is available. If there are no free currents, the magnetic flux density can be written as the gradient of scalar potential Φ . As the magnet is coaxial with mz -axis, the polar component is 0. The radial and axial components of magnetic flux density mBr and mBz can be written as:

Variables R and H , which means the radius and height of the PM respectively, can be found in Fig. 5. L1 and L2 are:

In general, when the levitated stage is working, the PM is always not coaxial with coil as shown in Fig. 6. Both the radial and axial components of magnetic flux density, mBr and mBz , can affect the force acting on the current carrying coils. As mentioned above, the magnetic flux density is written as:

Fig. 6.Geometry of the actuator.

As shown in Fig. 6, co is the geometric center of the coil. Variable Δd and Δh represent the position of coils’ geometric center, co , in the polar coordinate system{m} . The current density at volume element is:

mJr is the radial component, mJθ is the polar component and J is the magnitude of the current density in the coils.

We use three variables mFθ , mFz and mFr to reflect three components of Lorenz force acting on the coils. Even though the actuator including the coils and the magnet in Fig. 6 is not axial symmetric about mz − axis, it is still plane symmetric about the plane of this paper. Therefore mFθ is approximate to zero. mFz and mFr can be written as [20]:

In above formulas, z0, zh, and can be solved by (12). The variables r0, rh and h represent the inner, outer radius and the height of the coils respectively.

The design parameters of the actuator are shown in Fig. 6. Their dimensions are in millimeter. If the turns of coils is n and the current is I , the magnitude of current density is:

The accurate result is significant to design the control unit. It is hard to get their result directly, and we use Gaussian quadrature to solve mFr(Δd, Δh) and mFz(Δd, Δh). The numerical integral is expressed as:

We take 8 order Gaussian quadrature to solve (10) and (11).

ℑ represents a set {0,1,...,7}. The magnetic flux density. mBr and mBz are also be solved by the Gaussian quadrature.

These five parameters, θi , zj , rk , φm , ρn , should be calculated via the upper and lower limit of corresponding integral. For example, the parameter rk can be calculated by:

While λk is the node of the Gaussian quadrature in (14).

We define a polar coordinate system of coils {c} as shown in Fig. 6 too, and the origin of {c} is co. Matrix is the position of mass center of the magnet in {c} . As the force acting on coils and the force acting on PM is a pair of action and reaction, the force acting on the magnet would be expressed as:

I is the current in the coil. The result of cfr and cfz is the force-position relationship of the actuator, and defined in the coordinate system of coils{c} , their unit is N/A. cfr and cfz can be plotted in Fig. 7 refer to with different . The force-gap relationship is related to the variables , which represent the relative movement between coil and magnet in horizontal and vertical direction. Actually, the (15) and (16) is hard to solved in real time, so we store the force-gap relationship in a 2-D look-up table and employ the variables , for indexing.

Fig. 7.The force-position relationship: Axial force and Radial force.

3.2. The gap for open loop stability

The maglev stage is open loop stable if the axial component and radial component meet (22).

The expression has two meanings: firstly, to the axial force, the change of exert on the magnet would be opposite with the movement and its direction should be contrast to the gravity; secondly, the radial component would force the magnet to be coaxial with coils, so the force should be minus. As illustrated in these two curves of Fig. 7, based on the monotonicity and positive-negative of the force, the movement region of magnet can be divided into four parts or six parts respectively. In order to meet (22), the axial position of magnet is equal to 10mm.

 

4. Modeling

4.1. Sensor system

The actual position measurements of the platen are essential for real-time control. Fig. 8 shows the arrangement of these sensors. We use three eddy gauges for vertical position sensing. These gauges face the bottom surface of the platen to sense its height at three different locations. Their locations construct an isosceles right triangle as shown. Three laser displacement sensors are employed for horizontal position sensing. The working principle of these laser sensors is laser triangulation method, so the mirror is not needed. The side face of the laser sensor is used as the datum surface, while the measurement surface is one side face of the magnet holder in the horizontal Lorenz force actuator. With raw date of these sensors, we can calculate the six-axis position of the platen in vertical and horizontal plane.

Fig. 8.The distributing graph of the sensor.

Define the stator coordinate system {o} and its origin oo is the midpoint of the hypotenuse of the isosceles right triangle. With the ox , oy axis described in this figure, the horizontal plane oxoy coincide with the top surface of eddy gauges. The plane oxoz and oyoz are parallel with a certain datum surface of the laser sensor respectively. The rigid-body dynamics of the levitated platen can be characterized by a position and orientation vector , which indicate the position and orientation of the levitated platen in the coordinate system {o} . The platen geometric center lo is on the bottom surface of the platen as depicted in the front view of Fig. 8. If position and orientation vector is equal to 0 , oo and lo is coincided with each other. Vectors and contain three displacements for translation and three Euler angels for rotation respectively.

Vector [dv1, dv2, dv3]Τ is the measured value of the eddy gauge in vertical direction. The center position of these three probe vs1, vs2 and vs3 are equal to

(− L2, −L2 ,0) (− L2, L2 ,0) and (L2, L2 ,0) respectively. So the vertical parameter can be calculated by:

The range of laser displacement sensor is 50±10mm. Each laser beam is parallel with plane oxoz or oyoz respectively, and the distance between the laser beam and its corresponding plane is L1 . The vector [dh1, dh2, dh3]Τ is the raw data which is equal to actual distance subtract static distance (50mm) as shown in Fig. 8. If the horizontal parameter is equal to {0,0,0} , the matrix [dh1, dh2, dh3]Τ is equal to {0, 0, 0} . The horizontal parameter can be calculated by (24). The value of parameters L1 ~ L2 is shown in the appendix A1.

4.2 Constructing of decoupling matrix

The properties of wrench-current transformation matrix are the force and torque acting on the platen due to each actuator. Analyzing the force distribution in the maglev positioning stage is solving the force and torque due to each actuator, which is the foundation of obtaining complete wrench-current transformation matrix

Fig. 9 shows the arrangement of translator (platen, magnets and magnet holders) and stator (coils). Define the levitated platen coordinate system {l} . The lx ,ly axis and origin lo are described in Fig. 9(a). The horizontal plane lx ly is the bottom surface of the platen. In order to obtain fr (r, z ) and fz (r, z ) , we should get the relative position between the magnet and the corresponding coil. The position and orientation of the magnets are constant in the levitated platen, and we use the matrix to reflect the mass center of magnet in the coordinate system{l} . The distance L3 , L4 and L5 reflect the position of each magnet in the lx ly plane. Parameter is equal to H1 if i = 1~4 , and parameter is equal to H2 if i = 5~8 . The value of parameters L3 ~ L5 , H1 ~ H2 are shown in the appendix A1.

Fig. 9.The distributing graph of magnets and coils in all actuators: (a) translator with magnets, (b) stator with coils.

The rigid-body dynamics of the levitated platen is characterized by one vector and one matrix: vector for translation and matrix for rotation. So the position of the mass center of the magnet i can be expressed as in the stator coordinate system{o} .

With the position and orientation vector (consist of ) known, we solve the translation vector and rotation matrix . Translation vector and rotation matrix are expressed as:

Thus, in the vertical and horizontal actuators, the matrix can be obtained. In section III, we use polar coordinate to reflect the relative position between the coil and magnet. Here, as the matrix in (28) is obtained in cartesian coordinate system, we need calculate the matrix 1 in polar coordinate system. The parameter is not necessary here, and the parameter and used to reflect the axial and radial position in the actuator can be expressed as:

So the Lorenz force acting on the magnet i is and . As we use a lookup table to store the axis and radial Lorentz force acting on the magnet, the force and torque acting on the translator can be obtained immediately as soon as the parameters and solved.

A wrench vector w = [Fx, Fy, Fz, Tx, Ty, Tz]T is defined, which contains the net force F = [Fx, Fy, Fz]T and net torque T = [Tx, Ty, Tz]T respecting to the mass center of the levitated stage acting on the levitated platen. The wrench vector is equal to:

The decoupling matrix is crucial to the desired current vector i , whose elements are the exciting current of all the coils. The complete decoupling matrix can be the obtained due to the expression in appendix A2. As the matrix is a 6*8 and the matrix i is 8*1, the least norm solution would be utilized to solve the equation array. So, the current vector i would be expressed as:

4.3 Rigid-Body Dynamics and control

The rigid-body dynamics of the stage is characterized by vector and . The equations of motion can be expressed as follows:

In (34) and (35) m is the mass of the levitated stage and is the orientation-dependent inertia matrix. Inertia matrix is constant, I0 = diag {Ix, Iy, Iz}. In order to counteract the gravity, a virtual net force can be defined to compute the desired net force:

With F'(s) and T(s) as input, the system can be simplified to six two order differential equations. (37) represents three equations for x, y, z-displacement and (38) represents three equation for α, β, γ-rotation.

The platen is modeled as a pure mass of 0.2187kg, and the inertial matrix about the platen center of mass is

so m = 0.2187 , Ix = Iy = 399.1 × 10−6 and Iz = 759.4 × 10−6.

A PID controller is designed in the control system. The controller is designed with damping ratio ς = 1 and the phase margin γ = 75° the crossover frequency of 34Hz:

, where K is the gain of the controller. For x, y, and z–translation the value of K is 45.05N/m. The values of gain K are 0.0822N.m for α,β and 0.1564N.m for γ respectively. There is one free pole at the origin which can eliminate steady-state error. This continuous-time transfer function of the controller is converted to a discrete-time one by the zeroth-order-hold equivalence method with a 2-kHz sampling frequency, and implemented in the DSP.

The controller would solve the required forces and torques in terms of 6-DOF motion of the levitated translator. The results are achieved through eight forces of the Lorentz-force actuators. Therefore (33) is employed to calculate the desired current to excite the coils in each actuator. The control block of the maglev stage is depicted in Fig. 10.

Fig. 10The diagram of control system

 

5. Experimental Results

Several experiments have been conducted to illustrate the performance of the levitated stage in terms of positioning fluctuations of each axis, step respond, motion resolution, travel range, and multi-axis motion. Then some comparative experiments are taken to highlight the development resulted from the proposed three methods. We employ to record the position and rotation of the platen. In these tests, the supply source for the controlling part and actuating part are separate. A 3.3v source is for the DSP, and a 6V source for actuating. The raw position data is from the laser displacement sensor LD50L and eddy gauge EV04T produce by Omron® Ltd. The resolution of laser sensor and eddy gauge is 1um and 1.4um respectively.

5.1. The performance of specification

5.1.1 Positioning fluctuations

With the controller above, the positioning fluctuations of each axis of the levitated stage are shown in Fig. 11. The desire position matrix is equal to[−1, 1, 1, 5, 5,−5]T . The unit of displacement and rotation is mm and mrad respectively. Under this circumstance, the coupling between horizontal and vertical actuator is significant. Those fluctuations determine the positioning resolution due to (40), where the Res means the resolution, Mi is the measuring data, and N is the measuring times. The resolution and travel range of the stage is summarized in Table 1.

Table 1.Resolution and travel range of the stage

Fig. 11Position stability

5.1.2 Step respond

In order to examine the linearity of the stage, responds of four different steps in the , three different steps in are normalized and shown in Fig. 12. To the step in - axis, the respond of the 20um shows notable noise while other responses do not. With the increase of the step, the respond is slower due to the limited output of constant current source. The raising time is nearly equal to 25ms when the magnitude of step is 20um or 100um and the raising time of 2mm step is near to 100ms.The same result is also appeared in the step respond in , but not as obvious as the translation since the rotation is small. All of the step time of rotation is nearly to 25ms with a small step, and the step time become 40ms with the largest step. Because the damping ratio is 1, there is no overshoot in the step respond. The step responds in and are also recorded. The result is similar with the curves of as shown in this figure.

Fig. 12.Normalized step respond of different axis with different step

5.1.3 Load respond

The performance of this magnetically levitated positioning stage with four different payloads is shown in Fig. 13. The stage is controlled to take a 0.5mm step in vertical direction. An additional mass of 300g was able to be levitated and positioned. The payload decreases the natural frequency of the moving part, so the period becomes longer with the lager load. The period is near to 80ms without the load, and is approximated to 150ms with a 300g load.

Fig. 13.Step responds with various loads

5.1.4 Trajectories tracking in the travel range

Fig. 14 illustrates motion tracking of a triangle reference trajectory in and , and the tracking error is also depicted in this figure. In this test, the trajectory covers the total stroke of the stage in horizontal direction.

Fig. 14.Triangle trajectory tracking and the tracking error

On the other hand, we make the stage takes a motion along a circle with a radius of 1mm. The desired and real trajectories are shown in Fig. 15. In this test, the maximum error is less than 50um. The error range in this test is approximate to the triangle trajectory tracking.

Fig. 15.Circle trajectory tracking and the desired trajectory

5.1.5 Motion resolution

The motion resolution is tested in the and . With a positioning fluctuation is 4um, stepping of 10um per step can be clearly seen in Fig. 16.

Fig. 16.10um-stepping in x and y axis

5.1.6 Multi axis motion

Coupling between horizontal and vertical motions existed due to asymmetric location of the platen mass center. With the decoupling matrix proposed above, the affection between different axis motions decreased. The respond of different axis motion in the travel with the POV of maglev stage from to is shown in Fig. 17.

Fig. 17.Large travel motion in each axis together

5.2. Comparative testing

5.2.1 Force-gap relationship

We employ 2-D look up table to store the force-gap relationship of each linear actuator. In many proposed designs, the force-gap relationship is expressed as single variable function, which just cares about the main translation. Here, we make a comparison between the controlling systems which employ 2-D or 1-D look up table in the controlling system. The 1-D look up table omits the radial displacement, and likes fitting the force-gap relationship in single variable function. The stage takes a step in , , and in horizontal. Fig. 18 shows the different step respond with the two control systems. With 1-D look up table, the creeping in the respond is more significant.

Fig. 18.Step responds in horizontal direction with the force-gap relationship stored in (a) 1-D look up table; (b) 2-D look up table

Fig. 19.with a sudden load change: (a) is 8mm, (b) is 10mm.

5.2.2 The choosing of air-gap in actuator

With the choosing method of the air gap above, the reference position of each actuator, , is equal to 10mm.

We change the reference position to 8mm, where the actuator is not open loop stability, to do the comparative tests. We place three different loads, 300g, 100g, and 50g, on the stage, which generates perturbations in . After the stage return back to original position, the load is taken off. We record the position in in Fig. 18. The deviation from the reference position is smaller if the reference position is equal to 10mm. That is because the change of magnetic force in actuator will help the translator return back to the original position. Thus, the actuator of a 10mm air gap is better than that of 8mm for the stability of the maglev positioning stage.

5.2.3 Decoupling method

Many proposed magnetically levitated stages ignore coupling between the vertical and horizontal actuators, which is an incomplete decoupling. In this paper, with the force and torque distribution analyzing aforementioned, the complete decoupling matrix between the current vector and wrench vector can be obtained. A comparative test between the controlling method employing different decoupling matrices is taken. We assume the radial force of actuator is identically equal to 0 to simulate the decoupling method that ignores the coupling between the vertical and horizontal actuators. Then, we make the stage make a 1mm step in . The fluctuations in vertical direction, including , , and , are shown in Fig. 20. The figure shows that the vertical fluctuations are decreased with a complete decoupling matrix.

Fig. 20.Fluctuations in vertical axes with a 100um step in x: (a) incomplete decoupling, (b) complete decoupling

 

6. Conclusion

In this paper, the design and implementation of a compact magnetic levitated stage are presented. A cylindrical single axis Lorentz force actuator is analyzed and designed, while eight actuators are implemented to realize six axis actuation of the stage. Three eddy gauges and three laser displacement sensors are employed here to measure the translation and rotation of the stage, which are the object of the controller. The force-gap relationship is solved and stored by Gaussian quadrature and 2-D look up table respectively; based on the force model of the actuator, we choose the reasonable air-gap of each actuator; due to the rigid-body dynamics and the force and torque distribution of the stage we construct the complete decoupling matrix. The resolution of the translation is 2.8um in vertical direction and 4um in horizontal direction with the travel range is 2×2×2mm in translation and 80×80×40mrad in rotation. The solving process of the force-gap relationship, choosing method of air-gap, and decoupling method are presented in this paper. The experiment result verifies the validity of these methods.

References

  1. M. Sitti, “Survey of Nanomanipulation systems,” in Proc. IEEE-NANO, pp. 75-80, 2001.
  2. H. W. Lee, K. C. Kim and J. Lee, “Review of maglev train technologies,” IEEE Trans. Magn., vol. 42, no. 7, pp. 1917-1925, 2006. https://doi.org/10.1109/TMAG.2006.875842
  3. H. W. Cho, C. H. Kim, H. S. Han, and J. M. Lin, “Levitation and thrust forces analysis of hybrid-excited linear synchronous motor for magnetically levitated vehicle,” J. Electr. Eng. Technol., vol. 7, no. 4, pp. 564-569, 2012. https://doi.org/10.5370/JEET.2012.7.4.564
  4. Y. Zhu, Q. Li, D. Xu, and M. Zhang, “Modeling of axial magnetic force and stiffness of ring-shaped permanent-magnet passive vibration isolator and its vibration isolating experiment,” IEEE Trans. Magn., vol. 48, no. 7, pp. 2228-2238, 2012. https://doi.org/10.1109/TMAG.2012.2188638
  5. A. Smirnov, A.H. Pesch, O. Pyrhonen, and J. T. Sawicki, “High-precision cutting tool tracking with a magnetic bearing spindle,” J. Dyn. SYST. Meas. Control, vol. 137, no. 5, pp. 051017, 2015. https://doi.org/10.1115/1.4029194
  6. K. C. Lee, S. Moon, H. Ha, B. G. Park, J. W. Kim, J. Y. Baek, and M. C. Lee, “A novel high precision electromagnetic suspension for long-stroke movement and its performance evaluation,” J. Electr. Eng. Technol., vol. 9, no. 2, pp. 514-522, 2014. https://doi.org/10.5370/JEET.2014.9.2.514
  7. D. H. Lee, and W. J. Ahn, “Design and analysis of hybrid stator bearingless SRM,” J. Electr. Eng. Technol., vol. 6, no.1, pp. 94-103, 2011. https://doi.org/10.5370/JEET.2011.6.1.094
  8. B. D. Skurdal, and R. L.Gaigler, “Multimission electromagnetic launcher,” IEEE Trans. Magn., vol. 45, no. 1, pp. 458-461, 2009. https://doi.org/10.1109/TMAG.2008.2008551
  9. J. Lei, X. Luo, X. Chen, and T. Yan, “Modeling and analysis of a 3-DOF Lorentz-force-driven planar motion stage for nanopositioning”, Mechatronics, vol. 20, no. 5, pp. 553-565, 2010. https://doi.org/10.1016/j.mechatronics.2010.05.001
  10. P. Estevez, A. Mulder, and R. H. M. Schmidt “6-DoF miniature maglev positioning stage for application in haptic micro-manipulation,” Mechatronics, vol. 22, no. 7, pp. 1015-1022, 2012. https://doi.org/10.1016/j.mechatronics.2012.08.002
  11. Z. Zhang, and C. H. Menq, “Six-axis magnetic levitation and motion control,” IEEE Trans. Robot., vol. 23, no. 2, pp. 196-205, 2007. https://doi.org/10.1109/TRO.2007.892232
  12. W. J. Kim, S. Verma, and H. Shakir, “Design and precision construction of novel magnetic-levitation-based multi-axis nanoscale positioning systems,” Precision Eng., vol. 31, no. 4, pp. 337-350, 2007 https://doi.org/10.1016/j.precisioneng.2007.02.001
  13. J. W. Jeon, H. S. Oh, and S. Kim, “Experiments of a Novel Magnetic Levitation Stage for Wide Area Movements,” J. Electr. Eng. Technol., vol. 7, no. 4, pp. 558-563, 2012. https://doi.org/10.5370/JEET.2012.7.4.558
  14. S. Verma, H. Shakir, and W. J. Kim, “Novel electromagnetic actuation scheme for multi-axis nanopositioning,” IEEE Trans. Magn., vol. 42, no. 8, pp. 2052-2062, 2006. https://doi.org/10.1109/TMAG.2006.875839
  15. A. E. Hajjaji, and M. Ouladsine, “Modeling and nonlinear control of magnetic levitation systems,” IEEE Trans. Ind. Electron., vol. 48, no. 4, pp. 831-838, 2001. https://doi.org/10.1109/41.937416
  16. M. Mehrtash, N. Tsuda, M. B. Khamesee, “Bilateral macro-micro teleoperation using magnetic levitation,” IEEE/ASME Trans. Mechatron., vol. 16, no. 3, pp. 459-469, 2011. https://doi.org/10.1109/TMECH.2011.2121090
  17. S. Y. Cho, and W. H. Kim, “Robust Zero Power Levitation Control of Quadruple Hybrid EMS System,” J. Electr. Eng. Technol., vol. 8, no. 6, pp. 1451-1456, 2013. https://doi.org/10.5370/JEET.2013.8.6.1451
  18. P. Berkelman, and M. Dzadovsky, “Magnetic levitation over large translation and rotation ranges in all directions,” IEEE/ASME Trans. on Mechatron., vol. 18, no. 1, pp. 44-52, 2013. https://doi.org/10.1109/TMECH.2011.2161614
  19. Y. S. Lee, J. H. Yang, and S. Y. Shim, “A new model of magnetic force in magnetic levitation systems,” J. Electr. Eng. Technol., vol. 3, no. 4, pp. 584-592, 2008. https://doi.org/10.5370/JEET.2008.3.4.584
  20. F. Xu, X. Xu, Z. Li, and L. Chu, “Numerical calculation of the magnetic field and force in cylindrical single-axis actuator,” IEEE Trans. Magn., vol. 50, no. 10, pp. 7200506, 2014.

Cited by

  1. Study on structural optimization design and cascade PID control of maglev actuator for active vibration isolation system 2017, https://doi.org/10.1177/1077546317714939