Top Banner
Zero–speed sensorless drive capability of fractional–slot inset PM machine Adriano Faggion Nicola Bianchi Silverio Bolognani Emanuele Fornasiero Electric Drives Laboratory Department of Industrial Engineering University of Padova PEMD 2012 Power Electronics, Machines and Drives Conference Bristol, 27-29 March 2012
39

Zero speed sensorless drive capability of fractional slot ...paduaresearch.cab.unipd.it/5230/1/2012_PEMD_Sensor... · Zero–speed sensorless drive capability of fractional–slot

Mar 24, 2020

Download

Documents

dariahiddleston
Welcome message from author
This document is posted to help you gain knowledge. Please leave a comment to let me know what you think about it! Share it to your friends and learn new things together.
Transcript
  • Zero–speed sensorless drive capability offractional–slot inset PM machine

    Adriano Faggion Nicola Bianchi Silverio BolognaniEmanuele Fornasiero

    Electric Drives LaboratoryDepartment of Industrial EngineeringUniversity of Padova

    PEMD 2012Power Electronics, Machines and Drives Conference

    Bristol, 27-29 March 2012

  • bg=white

    Introduction

    Self sensingrotor positiondetection

    Inset 12–slot8–pole PMmachine

    Finite elementsimulations

    Experimentalresults

    Conclusions

    This presentation refers to the paper:

    Adriano Faggion, Nicola Bianchi, Silverio Bolognani andEmanuele Fornasiero

    ”Zero–speed sensorless drive capability offractional–slot inset PM machine”

    IEEE – PEMD 2012Power Electronics, Machines and Drives Conference

    Bristol (UK), 27-29 March 2012.

    PEMD 2012 Zero–speed sensorless drive capability of fractional–slot inset PM machine 2

  • bg=white

    Introduction

    Self sensingrotor positiondetection

    Inset 12–slot8–pole PMmachine

    Finite elementsimulations

    Experimentalresults

    Conclusions

    Outline

    1 Introduction

    2 Self sensing rotor position detection

    3 Inset 12–slot 8–pole PM machine

    4 Finite element simulations

    5 Experimental results

    6 Conclusions

    PEMD 2012 Zero–speed sensorless drive capability of fractional–slot inset PM machine 3

  • bg=white

    Introduction

    Self sensingrotor positiondetection

    Inset 12–slot8–pole PMmachine

    Finite elementsimulations

    Experimentalresults

    Conclusions

    Introduction

    Sensorless control purpose

    For the sensorless control purpose, three different rotorconfigurations are studied in a previous paper:(a) Interior,(b) Ringed–pole and (c) Inset Permanent Magnet (PM)Rotor.

    (a) Interior PM motor (b) Ringed pole PMMotor

    (c) Inset PM motor

    PEMD 2012 Zero–speed sensorless drive capability of fractional–slot inset PM machine 4

  • bg=white

    Introduction

    Self sensingrotor positiondetection

    Inset 12–slot8–pole PMmachine

    Finite elementsimulations

    Experimentalresults

    Conclusions

    Introduction

    Sensorless control purpose

    For the sensorless control purpose, three different rotorconfigurations are studied in a previous paper:(a) Interior,(b) Ringed–pole and (c) Inset Permanent Magnet (PM)Rotor.

    ⇒ Among these the inset PM machine results to have agood performance as far as the sensorless rotor positiondetection is concerned.Then in the paper a 12–slot 8–pole inset PMconfiguration is deeply studied.

    PEMD 2012 Zero–speed sensorless drive capability of fractional–slot inset PM machine 5

  • bg=white

    Introduction

    Self sensingrotor positiondetection

    Inset 12–slot8–pole PMmachine

    Finite elementsimulations

    Experimentalresults

    Conclusions

    Self sensing rotor position detection

    Sensorless technique1 The detection of the rotor position by means of a high

    frequency (HF) signal injection is a common sensorlessdetection technique.

    2 It consists on the injection of a HF voltages in the statorwindings, which causes a HF currents.

    3 HF current vector draws a figure that containsinformation of the rotor position.

    PEMD 2012 Zero–speed sensorless drive capability of fractional–slot inset PM machine 6

  • bg=white

    Introduction

    Self sensingrotor positiondetection

    Inset 12–slot8–pole PMmachine

    Finite elementsimulations

    Experimentalresults

    Conclusions

    Self sensing rotor position detection

    Rotation due to thecross-saturation effect

    Rotating HF voltage vector⇓

    Ellipse HF current vectortrajectory⇓

    HF saliency can bedefined as:

    ξHF =∆Imax∆Imin

    ⇓mutual inductance Ldqh

    causes the ellipseinclination �

    PEMD 2012 Zero–speed sensorless drive capability of fractional–slot inset PM machine 7

  • bg=white

    Introduction

    Self sensingrotor positiondetection

    Inset 12–slot8–pole PMmachine

    Finite elementsimulations

    Experimentalresults

    Conclusions

    Self sensing rotor position detection

    HF rotating voltage, injected in a general rotating referenceframe dxqx , of the type:

    uxdh = Uhcos(ωht)uxqh = Uhsin(ωht)

    is adopted.It is assumed that the machine is standstill (electrical speedequal to zero).

    PEMD 2012 Zero–speed sensorless drive capability of fractional–slot inset PM machine 8

  • bg=white

    Introduction

    Self sensingrotor positiondetection

    Inset 12–slot8–pole PMmachine

    Finite elementsimulations

    Experimentalresults

    Conclusions

    Self sensing rotor position detection

    The magnetic model of the machine can be described bymeans of the matrix of differential HF inductances in eachoperating point, expressed by:

    L =[

    Ldh LdqhLqdh Lqh

    ] Lavg = Lqh + Ldh2Ldif =

    Lqh − Ldh2

    Ldh is the HF d–axis inductanceLqh is the HF q–axis inductanceLdqh is the HF cross saturation inductanceLavg is the HF average inductanceLdif is the HF difference inductance.

    PEMD 2012 Zero–speed sensorless drive capability of fractional–slot inset PM machine 9

  • bg=white

    Introduction

    Self sensingrotor positiondetection

    Inset 12–slot8–pole PMmachine

    Finite elementsimulations

    Experimentalresults

    Conclusions

    Self sensing rotor position detection

    High Frequency current vector results of two components:

    īdqh = īcw + īccw

    with

    īcw = −Λh∆

    Lavgej(ωht+π2 )

    īccw = −Λh∆

    √L2dif + L

    2dqh

    e−j(2(∆θ−�)+ωht+π2 )

    where � is the displacement due to the presence ofcross-saturation between the d– and q–axis. It can becomputed as:

    � =12

    arctan(−

    LdqhLdif

    )and ∆ = LdhLqh − L2dqh ,∆θ = θ̃me − θme.

    PEMD 2012 Zero–speed sensorless drive capability of fractional–slot inset PM machine 10

  • bg=white

    Introduction

    Self sensingrotor positiondetection

    Inset 12–slot8–pole PMmachine

    Finite elementsimulations

    Experimentalresults

    Conclusions

    Self sensing rotor position detection

    HF voltage vector injection in the actual dq ⇒ ∆θ = 0 andthen:

    īdqh = −Λh∆

    Lavgej(ωht+π2 )︸ ︷︷ ︸

    īcw

    − Λh∆

    √L2dif + L

    2dqh

    e−j(−2�+ωht+π2 )︸ ︷︷ ︸

    īccw

    ī cwī ccw

    (d)

    ī cw

    ī ccw

    (e)

    ξHF =∆Imax∆Imin

    =Lavg +

    √L2dif + L

    2dqh

    Lavg −√

    L2dif + L2dqh

    PEMD 2012 Zero–speed sensorless drive capability of fractional–slot inset PM machine 11

  • bg=white

    Introduction

    Self sensingrotor positiondetection

    Inset 12–slot8–pole PMmachine

    Finite elementsimulations

    Experimentalresults

    Conclusions

    Self sensing rotor position detection

    The HF current vector īdqh is used to recognize themaximum axis direction of the ellipse. This should coincidewith the d–axis.

    x

    x

    (f) Ideal case Ldqh = 0

    xx

    (g) Real case Ldqh 6= 0

    However, because of the cross–saturation the actual d–axisis not correctly recognized but an axis displaced of theangle error � with respect to the d–axis is found.

    PEMD 2012 Zero–speed sensorless drive capability of fractional–slot inset PM machine 12

  • bg=white

    Introduction

    Self sensingrotor positiondetection

    Inset 12–slot8–pole PMmachine

    Finite elementsimulations

    Experimentalresults

    Conclusions

    Self sensing rotor position detection

    Figure: Sensorless rotor position estimation scheme

    Output of the estimation scheme is:

    idemf = −Λh∆

    √L2dif + L

    2dqh

    sin(2∆θ − 2�)

    This quantity is manipulated in order to zeroing the term∆θ − �. The result is:

    ∆θ − � = 0 ⇒ θ̃me = θme + �

    PEMD 2012 Zero–speed sensorless drive capability of fractional–slot inset PM machine 13

  • bg=white

    Introduction

    Self sensingrotor positiondetection

    Inset 12–slot8–pole PMmachine

    Finite elementsimulations

    Experimentalresults

    Conclusions

    Self sensing rotor position detection

    Particular case ]1If the motor does not exhibit a cross–saturation between thed– and q–axis, the angle error � becomes equal to zero.The direction of maximum axis is along the d–axis.

    ⇒ Correct estimation of the rotor position.

    PEMD 2012 Zero–speed sensorless drive capability of fractional–slot inset PM machine 14

  • bg=white

    Introduction

    Self sensingrotor positiondetection

    Inset 12–slot8–pole PMmachine

    Finite elementsimulations

    Experimentalresults

    Conclusions

    Self sensing rotor position detection

    Particular case ]1No cross–saturation between the d– and q–axis. Angleerror � becomes zero.

    ξHF =Lavg +

    √L2dif + L

    2dqh

    Lavg −√

    L2dif + L2dqh

    ⇒ ξHF =Lavg + LdifLavg − Ldif

    =LqhLdh

    PEMD 2012 Zero–speed sensorless drive capability of fractional–slot inset PM machine 15

  • bg=white

    Introduction

    Self sensingrotor positiondetection

    Inset 12–slot8–pole PMmachine

    Finite elementsimulations

    Experimentalresults

    Conclusions

    Self sensing rotor position detection

    Particular case ]2If the d– and q–axis inductances are equal, the currentvariation on the d– and q–axis becomes equal.Anyway, the HF saliency remains, due to thecross-saturation.

    ⇒ Rotor position estimation with 45◦ angle error.

    PEMD 2012 Zero–speed sensorless drive capability of fractional–slot inset PM machine 16

  • bg=white

    Introduction

    Self sensingrotor positiondetection

    Inset 12–slot8–pole PMmachine

    Finite elementsimulations

    Experimentalresults

    Conclusions

    Self sensing rotor position detection

    Particular case ]2d– and q–axis inductances equal. HF saliency remains, duethe presence of the cross-saturation.

    ξHF =Lavg +

    √L2dif + L

    2dqh

    Lavg −√

    L2dif + L2dqh

    ⇒ ξHF =Lavg + LdqhLavg − Ldqh

    PEMD 2012 Zero–speed sensorless drive capability of fractional–slot inset PM machine 17

  • bg=white

    Introduction

    Self sensingrotor positiondetection

    Inset 12–slot8–pole PMmachine

    Finite elementsimulations

    Experimentalresults

    Conclusions

    Self sensing rotor position detection

    Particular case ]3In case of:• No cross–saturation between the two axes• d– and q–axis HF inductances equalthen the current ellipse degenerates into a circle.

    ⇒ Rotor position detection not allowable.

    PEMD 2012 Zero–speed sensorless drive capability of fractional–slot inset PM machine 18

  • bg=white

    Introduction

    Self sensingrotor positiondetection

    Inset 12–slot8–pole PMmachine

    Finite elementsimulations

    Experimentalresults

    Conclusions

    Self sensing rotor position detection

    Particular case ]3No cross–saturation and d– and q–axis inductances equal.The current ellipse degenerates in a circumference.

    ξHF =Lavg +

    √L2dif + L

    2dqh

    Lavg −√

    L2dif + L2dqh

    ⇒ ξHF =LavgLavg

    = 1

    PEMD 2012 Zero–speed sensorless drive capability of fractional–slot inset PM machine 19

  • bg=white

    Introduction

    Self sensingrotor positiondetection

    Inset 12–slot8–pole PMmachine

    Finite elementsimulations

    Experimentalresults

    Conclusions

    Inset 12–slot 8–pole PM machine

    Geometry of 12–slot 8–pole inset PM motor

    (a) (b)

    In red the coil of phase a. The stator exhibits afractional–slot non–overlapped coil winding.

    Variable Dimension measure unity

    Stack length 90 (mm)External stator diameter 133.6 (mm)Inner stator diameter 71.5 (mm)PM thickness 4.95 (mm)PM width 16 (mm)

    PEMD 2012 Zero–speed sensorless drive capability of fractional–slot inset PM machine 20

  • bg=white

    Introduction

    Self sensingrotor positiondetection

    Inset 12–slot8–pole PMmachine

    Finite elementsimulations

    Experimentalresults

    Conclusions

    Inset 12–slot 8–pole PM machine

    Geometry of 12–slot 8–pole inset PM motor

    Id = 0 and Iq = 0.Without the current the flux due to the PMs practicallydoesn’t flow through the tooth.

    PEMD 2012 Zero–speed sensorless drive capability of fractional–slot inset PM machine 21

  • bg=white

    Introduction

    Self sensingrotor positiondetection

    Inset 12–slot8–pole PMmachine

    Finite elementsimulations

    Experimentalresults

    Conclusions

    Inset 12–slot 8–pole PM machine

    Geometry of 12–slot 8–pole inset PM motor

    (c) Id = I and Iq = 0 (d) Id = 0 and Iq = I

    FE simulation have been done excluding the effect of themagnet.In the case of Fig.(d) there is a more density of the flux lines.Then the Lq inductance results greater than the Ld one.

    PEMD 2012 Zero–speed sensorless drive capability of fractional–slot inset PM machine 22

  • bg=white

    Introduction

    Self sensingrotor positiondetection

    Inset 12–slot8–pole PMmachine

    Finite elementsimulations

    Experimentalresults

    Conclusions

    Finite element simulations

    FE Simulations

    The FE simulations have been carried out with the aimof determining the main characteristics of the motor.Some simulations have been done for different (Id , Iq)currents, to cover a wide range of operating points.Nominal current is IN = 10 A.The current limits are −20 A ≤ Id ≤ 20 A and0 A ≤ Iq ≤ 20 A.The differential inductances are computed and themagnetic saliency of the motor is derived.

    PEMD 2012 Zero–speed sensorless drive capability of fractional–slot inset PM machine 23

  • bg=white

    Introduction

    Self sensingrotor positiondetection

    Inset 12–slot8–pole PMmachine

    Finite elementsimulations

    Experimentalresults

    Conclusions

    Finite element simulations

    Map of the magnetic saliency ξHF

    • It is worth noticing that the saliency is sufficientlyhigh in the whole second half plane. It remains aroundξHF = 1.6.

    PEMD 2012 Zero–speed sensorless drive capability of fractional–slot inset PM machine 24

  • bg=white

    Introduction

    Self sensingrotor positiondetection

    Inset 12–slot8–pole PMmachine

    Finite elementsimulations

    Experimentalresults

    Conclusions

    Finite element simulations

    Map of the ratio Ldif /Lavg .

    • The difference inductance Ldif is greater than zero inthe whole Id–Iq plane.⇒ The rotor position is detected even under overload.

    PEMD 2012 Zero–speed sensorless drive capability of fractional–slot inset PM machine 25

  • bg=white

    Introduction

    Self sensingrotor positiondetection

    Inset 12–slot8–pole PMmachine

    Finite elementsimulations

    Experimentalresults

    Conclusions

    Finite element simulations

    Map of the ratio Ldqh/Lavg

    • The cross–saturation inductance Ldqh is negligiblealong the MTPA trajectory.⇒ The angle error � is very low.

    PEMD 2012 Zero–speed sensorless drive capability of fractional–slot inset PM machine 26

  • bg=white

    Introduction

    Self sensingrotor positiondetection

    Inset 12–slot8–pole PMmachine

    Finite elementsimulations

    Experimentalresults

    Conclusions

    Finite element simulations

    Map of the error |�| due to cross–coupling (deg)

    • � remains lower than 1 el .deg. up to the nominalcurrent.• � increases for higher currents, however remaininglower than 10 el .deg. along the MTPA trajectory.

    PEMD 2012 Zero–speed sensorless drive capability of fractional–slot inset PM machine 27

  • bg=white

    Introduction

    Self sensingrotor positiondetection

    Inset 12–slot8–pole PMmachine

    Finite elementsimulations

    Experimentalresults

    Conclusions

    Finite element simulations

    Inset 12–slot 8–pole rotor configuration

    Summary of the motor characteristicsX A difference inductance Ldif is always greater

    than zero in a whole plane, since Lqh > Ldh.X The mutual differential inductance is negligible,

    since it is quite similar to that on a SPM motor.X The angle error due to the cross–saturation is

    very low, especially along the MTPA trajectory.

    PEMD 2012 Zero–speed sensorless drive capability of fractional–slot inset PM machine 28

  • bg=white

    Introduction

    Self sensingrotor positiondetection

    Inset 12–slot8–pole PMmachine

    Finite elementsimulations

    Experimentalresults

    Conclusions

    Experimental results

    Test bench setup

    Some experimental tests have been carried out in order toverify the self–sensing motor capability in all the dq currentplane.

    INVERTER

    PEMD 2012 Zero–speed sensorless drive capability of fractional–slot inset PM machine 29

  • bg=white

    Introduction

    Self sensingrotor positiondetection

    Inset 12–slot8–pole PMmachine

    Finite elementsimulations

    Experimentalresults

    Conclusions

    Experimental results

    Experimental setup

    • The machine under test is coupled to a master drive.• The master drive can be speed– or torque–controlled byan industrial inverter.• The inset PM machine is controlled by a laboratoryinverter monitored by an acquisition system.• A rotating voltage vector, with amplitude Uh equal to 20 V ,is added to the reference power voltages u∗d and u

    ∗q given by

    the current regulators.• The injection frequency is set to 500 Hz.• The tests have been carried out locking the inset PMmachine by the master one.

    PEMD 2012 Zero–speed sensorless drive capability of fractional–slot inset PM machine 30

  • bg=white

    Introduction

    Self sensingrotor positiondetection

    Inset 12–slot8–pole PMmachine

    Finite elementsimulations

    Experimentalresults

    Conclusions

    Experimental results

    High frequency currents at two different working pointsalong the MTPA trajectory

    time (s)

    i d(A

    )

    0 0.002 0.004 0.006 0.008 0.01−2

    0

    2

    time (s)

    i q(A

    )

    0 0.002 0.004 0.006 0.008 0.01−2

    0

    2

    (e) id = 0 and iq = 0

    0 0.002 0.004 0.006 0.008 0.018

    10

    12

    0 0.002 0.004 0.006 0.008 0.01−4

    −2

    0

    time (s)

    i d(A

    )

    time (s)

    i q(A

    )

    (f) id = −2 and iq = 10

    X Each current is given by the sum of a constant value anda sinusoidal signal due to the HF voltage injection.X The amplitude of the iq current oscillation is lower thanthat of the id current, being Lqh > Ldh .

    PEMD 2012 Zero–speed sensorless drive capability of fractional–slot inset PM machine 31

  • bg=white

    Introduction

    Self sensingrotor positiondetection

    Inset 12–slot8–pole PMmachine

    Finite elementsimulations

    Experimentalresults

    Conclusions

    Experimental results

    High frequency ellipses in the id –iq plane

    −8 −6 −4 −2 0 2 4 6 8 10 12 14−8

    −6

    −4

    −2

    0

    2

    4

    6

    8

    10

    12

    14MTPAHF Ellipse

    Rotation due to thecross-saturation effect

    X The HF saliency is obtained applying: ξhf = ∆Imax/∆Imin.

    PEMD 2012 Zero–speed sensorless drive capability of fractional–slot inset PM machine 32

  • bg=white

    Introduction

    Self sensingrotor positiondetection

    Inset 12–slot8–pole PMmachine

    Finite elementsimulations

    Experimentalresults

    Conclusions

    Experimental results

    HF Saliency

    −8 −6 −4 −2 0 2 4 6 8 10 12 14−8

    −6

    −4

    −2

    0

    2

    4

    6

    8

    10

    12

    14MTPAHF Ellipse

    X ξHF for each ellipse are slightly lower to those estimatedby FE simulation.X ξHF remains equal to 1.6 in all the left dq half–plane.X FE simulations highlight that the saliency remains also inoverload conditions.

    PEMD 2012 Zero–speed sensorless drive capability of fractional–slot inset PM machine 33

  • bg=white

    Introduction

    Self sensingrotor positiondetection

    Inset 12–slot8–pole PMmachine

    Finite elementsimulations

    Experimentalresults

    Conclusions

    Experimental results

    Angle error �

    −8 −6 −4 −2 0 2 4 6 8 10 12 14−8

    −6

    −4

    −2

    0

    2

    4

    6

    8

    10

    12

    14MTPAHF Ellipse

    X All the ellipses have the maximum axis practically parallelto the d–axis.X This means that the error � is very low.X With |̄i | ≤ IN the � remains lower than 1 el .deg..X A low error confirms the low cross–saturation effect.X This confirms the results given by the FE simulation.

    PEMD 2012 Zero–speed sensorless drive capability of fractional–slot inset PM machine 34

  • bg=white

    Introduction

    Self sensingrotor positiondetection

    Inset 12–slot8–pole PMmachine

    Finite elementsimulations

    Experimentalresults

    Conclusions

    Conclusions

    Conclusions

    X The 12–slot 8–pole inset PM motor results to be verysuitable for the sensorless rotor position detection, based onthe HF voltage injection.X The iron tooth introduced between each couple of PMsyields a proper HF rotor saliency.X This magnetic behaviour results to be slightly affected byiron saturation and cross–saturation phenomena.X This characteristics remain also under overloadoperations.

    PEMD 2012 Zero–speed sensorless drive capability of fractional–slot inset PM machine 35

  • bg=white

    Introduction

    Self sensingrotor positiondetection

    Inset 12–slot8–pole PMmachine

    Finite elementsimulations

    Experimentalresults

    Conclusions

    Conclusions

    Related Papers by the Authors

    S. Bolognani, S. Calligaro, R. Petrella, and M. Tursini,”Sensorless control of ipm motors in the low–speedrange and at stand–still by hf–injection and dftprocessing.”,In in IEEE International Electric Machines and DrivesConference, 2009. IEMDC ’09., May 2009, pp.1557–1564.

    N. Bianchi, S. Bolognani, J.–H. Jang, and S.–K. Sul,”Advantages of inset pm machines for zero–speedsensorless position detection”,IEEE Trans. on Industry Applications, vol. 44, no. 4, pp.1190 –1198, 2008.

    PEMD 2012 Zero–speed sensorless drive capability of fractional–slot inset PM machine 36

  • bg=white

    Introduction

    Self sensingrotor positiondetection

    Inset 12–slot8–pole PMmachine

    Finite elementsimulations

    Experimentalresults

    Conclusions

    Conclusions

    Related Papers by the Authors (cont.)

    N. Bianchi, S. Bolognani, and A. Faggion,”Predicted and measured errors in estimating rotorposition by signal injection for salient-pole pmsynchronous motors”,in IEEE International Electric Machines and DrivesConference, 2009. IEMDC ’09., May 2009, pp.1565–1572.

    A. Faggion, S. Bolognani, and N. Bianchi,”Ringed–pole permanent magnet synchronous motor forposition sensorless drives”,in IEEE Energy Conversion Congress and Exposition,2009. ECCE 2009., 2009, pp. 3837 –3844.

    PEMD 2012 Zero–speed sensorless drive capability of fractional–slot inset PM machine 37

  • bg=white

    Introduction

    Self sensingrotor positiondetection

    Inset 12–slot8–pole PMmachine

    Finite elementsimulations

    Experimentalresults

    Conclusions

    Conclusions

    Related Papers by the Authors (cont.)

    A. Faggion, N. Bianchi, and S. Bolognani,”A ringed–pole spm motor for sensorless drives –electromagnetic analysis, prototyping and tests”,in IEEE International Symposium on IndustrialElectronics, ISIE 2010, Bari, IT, Jul. 4–7, 2010.

    A. Faggion, E. Fornasiero, N. Bianchi and S. Bolognani,”Sensorless capability of fractional-slot surface-mountedPM motors”,in Electric Machines Drives Conference (IEMDC), 2011IEEE International, 2011, pp. 593 –598

    PEMD 2012 Zero–speed sensorless drive capability of fractional–slot inset PM machine 38

  • bg=white

    Introduction

    Self sensingrotor positiondetection

    Inset 12–slot8–pole PMmachine

    Finite elementsimulations

    Experimentalresults

    Conclusions

    Conclusions

    Thank you for the attention.

    PEMD 2012 Zero–speed sensorless drive capability of fractional–slot inset PM machine 39

    IntroductionSelf sensing rotor position detectionInset 12–slot 8–pole PM machineFinite element simulationsExperimental resultsConclusions