表贴式永磁同步电机磁极优化建模与分析

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一种表贴式永磁电机磁极结构优化研究

一种表贴式永磁电机磁极结构优化研究

龙源期刊网
一种表贴式永磁电机磁极结构优化研究
作者:张炳义贾宇琪等
来源:《电机与控制学报》2014年第05期
摘要:针对常规表贴式永磁电机气隙磁密波形正弦度差,导致电机反电势中谐波含量高、电机谐波损耗大,以及复杂结构形状永磁体在生产、加工、装配过程中容易造成废品率高等问题,提出一种由导磁金属块和永磁体共同构成的表贴式磁极结构。

用有限元方法计算常规结构以及不同程度不均匀气隙结构的气隙磁密波形,进而由傅里叶分解得到各次谐波和正弦畸变率。

仿真结果标明该结构可以有效改善气隙磁密波形和电机空载反电势的正弦度。

最后采用遗传算法对实现偏心结构的导磁金属块尺寸进行优化,得到了使气隙磁密波形畸变率最小的尺寸参数。

有限元计算结果显示,优化设计后,气隙磁密波形畸变率和电机空载反电势谐波含量明显减小。

表贴式永磁电机永磁体优化设计

表贴式永磁电机永磁体优化设计
同时,还可 以进一步提高 电机 的转矩密度。
关键词 :永磁 电机 ;永磁体 ;优化设计
中图分 类号 :T M3 5 1 文献标 志码 :A 文章编号 :1 0 0 5 -7 6 7 6( 2 0 1 5 )0 3 —0 0 l 8 —0 4
Op t i mi T a t i o n De s i g n o fS t t r f a e e — mo u n t e d P e r ma n e n t Ma ne g t Mo t o r s
o p t i mi z a t i o n t h r o u g h t h r e e me t h o d s ,o b l i q u e - p o l e r o t o r c a n s i ni g ic f nt a l y r e d u c e t he c o g g i n g t o r q u e o f t h e mo t o r ,
f u r t h e r i mp r o v e he t t o r q u e d e n s i y t o f t h e mo t o r .
K。 , r wo r d s :p e r ma ne n t ma ne g t ma c h i n e ; p e m a r n e n t ma ne g t ; o p t i mi z a t i o n d e s i n g
摘 要 :永磁 电机具有较 高的功率密度 ,并且维护方便 ,已广泛应用 于工业 生产和 日常生活 中。永磁 电机 的优化设 计对 于降低永磁体成本 ,节约资源具有重要意义 。通过 3种方法实 现对 表贴式永磁电机的优化设计 ,斜 极型转子可 以显著 降低 电机 的齿槽转矩 ,正弦型转子可以进一步降低 电机 的转矩脉 动 ,三次谐波注入型转子在降低 转矩脉动 的

基于MVO的表贴式Halbach永磁同步电机优化设计

基于MVO的表贴式Halbach永磁同步电机优化设计
第 52 卷 第 1 期 2019 年 1 月
MICROMOTORS
Vol������ 52. No������ 1 Jan������ 2019
基于 MVO 的表贴式 Halbach 永磁同步电机优化设计
胡致远ꎬ 杨向宇ꎬ 赵世伟ꎬ 裴云庆ꎬ 曹江华
( 华南理工大学 电力学院ꎬ 广州 510640)
Abstract: In this paperꎬ a novel non ̄uniform permanent magnet synchronous motor ( PMSM) with Halbach magnetization was presented. On the premise of the same amount of permanent magnet materialꎬ the non ̄u ̄ niform and unequal thickness permanent magnet structure can effectively improve the air gap magnetic densi ̄ ty waveformꎬ thus improving the motor performance. In order to obtain the design parameters of the perma ̄ nent magnet shapeꎬ the mathematical model of the motor was firstly established in this paperꎬ taking air ̄gap magnetic density fundamental waveꎬ harmonic distortion rate and permanent magnet amount as the objective function. In order to find the optimal value of the target functionꎬ the Multi ̄verse Optimizer( MVO) optimi ̄ zation algorithm was first time used in this paper to improve the optimization speed and accuracy. Finallyꎬ the performance of the motor is compared with traditional Halbach magnetizing motor. The results show that the structure can further improve the air gap magnetic density waveform and improve the motor performance. Key words: SPMSMꎻ total harmonic distortionꎻ Halbach ma率是可行的ꎮ Halbach 阵列电机的分析通常采用解析法进行分

表贴式永磁电机磁场的解析计算与分析

表贴式永磁电机磁场的解析计算与分析

表贴式永磁电机磁场的解析计算与分析张河山;邓兆祥;杨金歌;妥吉英;张羽【摘要】利用傅里叶级数法建立表贴式永磁电机电磁场全局解析模型,并分析其空载和负载电磁特性.在二维极坐标系下,将电机求解域划分为永磁体、气隙、定子槽、定子槽开口和辅助槽5类子域.采用分离变量法求解各子域的拉普拉斯方程或泊松方程,并利用边界条件得到通解中的谐波系数,进而得到各子域的解析表达式.计算了电机气隙磁密、空载反电动势、齿槽转矩和电磁转矩等电磁参数,并通过有限元分析验证了解析法的准确性.在此基础上研究了极弧系数、辅助槽尺寸和槽开口宽度对电机齿槽转矩和电磁转矩的影响规律.另外,提出一种不等槽开口宽度配合的解析模型以图减小齿槽转矩峰值和电磁转矩脉动.该方法能反映电机设计性能与尺寸和参数的关系,可用于电机初始设计与优化.【期刊名称】《汽车工程》【年(卷),期】2018(040)007【总页数】9页(P850-857,864)【关键词】永磁电机;解析法;有限元法;齿槽转矩;电磁转矩;不等槽开口【作者】张河山;邓兆祥;杨金歌;妥吉英;张羽【作者单位】重庆大学汽车工程学院,重庆 400044;重庆大学汽车工程学院,重庆400044;重庆大学,机械传动国家重点实验室,重庆 400044;重庆大学汽车工程学院,重庆 400044;重庆大学汽车工程学院,重庆 400044;重庆大学汽车工程学院,重庆400044【正文语种】中文前言永磁电机具有高转矩密度、高效率、高功率密度等优点,广泛应用于电动汽车、船舶等工业领域[1]。

其结构参数对电机性能影响较大,因此,为设计性能优异的电机需要改变和优化电机结构参数,并采用有限元法或解析法分析其电磁场特性。

有限元法可考虑材料非线性影响和分析较复杂结构电机性能,但计算过程耗时、占用资源,且难以对电机特性及其影响因素进行规律性研究,具有明显局限性。

电磁场数值解析法计算量较小,物理概念清晰,能清晰反映电机性能与设计参数的关系,适用于电机设计参数优化,因此逐渐引起国内外学者广泛关注。

永磁同步电机偏心磁极优化设计

永磁同步电机偏心磁极优化设计

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a n a n a l y t i c me t h o d . T h e i n l f u e n c e o f t h e o f f s e t o n t h e w a v e f o m r o f a i r — g a p l f u x d e n s i t y a n d t h e mo t o r p e f r o r ma n c e wa s s y s t e ma t i c ll a y a n a l y z e d .T h e e x p r e s s i o n o f a i r — g a p l f u x d e n s i t y w i t h o f f s e t i n p a r ll a e l ma g n e t i z a t i o n o r r a d i a l ma ne g t i z a t i o n w a s d e t a i l e d,p r o p o s i n g a n o v e l o p t i ma l d e s i g n me t h o d f o r t h e e c c e n t i r c ma g n e t p o l e wi t h a n a l y t i c a l e x p r e s s i o n i n a p o l a r rc a r a n g e . h e T v li a d i t y o f t h e p r o p o s e d me t h o d w a s v e i r i f e d b y f i n i t e e l e me n t a n ly a s i s a s we l l a s t h e o p t i ma l d e s i g n o f a n 1 8 0 k W p r o t o t y p e o f t h e p e r ma n e n t ma g n e t mo t o r ,p r o v i n g t h e c o r r e c t n e s s a n d e f f e c t i v e —

表贴式永磁同步电机磁极优化建模与分析

表贴式永磁同步电机磁极优化建模与分析

Modeling and Analyzing of Surface-Mounted Permanent-Magnet Synchronous Machines With Optimized Magnetic Pole Shape Zhenfei Chen1,Changliang Xia1,2,Qiang Geng2,and Yan Yan11School of Electrical Engineering and Automation,Tianjin University,Tianjin300072,China2Tianjin Key Laboratory of Advanced Technology of Electrical Engineering and Energy,Tianjin Polytechnic University,Tianjin300387,ChinaTwo types of eccentric magnetic pole shapes for optimizing conventional surface-mounted permanent-magnet(PM)synchronous machines with radial magnetization are presented in this paper.An analytical method based on an exact subdomain model and discrete idea is proposed for obtaining the air-gapflux density distribution in the improved motor.Cogging torque and back EMF analytical models are further built with thefield solution,which provide useful tools for investigating motor performances with unequal thickness magnetic poles.The accuracy and feasibility of the models have been validated by afinite element method.Based on the analytical models,the effects of pole shape parameters on motor performance are investigated.Results show that both pole shapes can perfect magneticfield distribution,decrease harmonic content of back EMF,reduce torque ripples,and improve the utilization of PMs.Index Terms—Exact subdomain model,flux density distribution,magnetic pole shape optimization,surface-mounted permanent-magnet(PM)synchronous machine.I.I NTRODUCTIONT HE surface-mounted permanent-magnet(PM) synchronous machine has been widely used in elevator,wind turbine,and hybrid electric vehicle applications due to its high efficiency,power factor,and torque density [1],[2].The PM pole,as a pivotal part of the PM motor, directly affects motor cost and behavior,such as magnetic field,back EMF,torques,and so on.As a result,magnetic pole design is particularly important in PM motor design and has attracted lots of attention.Studies in[3]–[6]point out that the contributions of different PM parts are not uniform and magnetic pole optimization can not only improve PM material utilization,reduce magnet material cost,but also achieve more sinusoidal magneticfield distribution and lower cogging torque performance.The magneticfield calculation is an important prerequisite for the analysis of PM machines.Many methods have been proposed for magneticfield prediction in past few decades. In[7],the drawbacks and stability of numerical implementa-tion are discussed and a semianalytical framework is presented for solving2-D PM machine models in three different coordi-nates.Nevertheless,analytical modeling is usually much more complex for improved PM motors with optimized magnetic pole configurations,since the radial thickness of magnetic pole changes with the circumferential position,which makes its mathematical modeling more difficult than that of conven-tional magnetic poles.Several analytical methods are given in[8]–[10],which provide valuable theoretical references for magnetic pole design and analysis.Stator slotting is usually neglected or complicated pole boundary is simplified to reduce the difficulty of modeling,which also results in a low accuracy of the models.Manuscript received March3,2014;revised May11,2014;accepted May24,2014.Date of current version November18,2014.Corresponding author:C.Xia(e-mail:motor@).Color versions of one or more of thefigures in this paper are available online at .Digital Object Identifier10.1109/TMAG.2014.2327138Fig.1.PM pole shapes.(a)Conventional pole shape S0.(b)Outer arc eccentric pole shape SA.(c)Inner arc eccentric pole shape SB.In this paper,two types of eccentric magnetic pole designs are chosen for pole shape optimization of surface-mountedPM machines with radial magnetization.To solve the problem of unequal thickness magnetic pole modeling,a modifiedsubdomain model method based on discrete idea is proposedto predict magneticfield distribution in the air-gap.With the field solution,cogging torque and back EMF models are built.The effects of magnetic pole dimensions on motor behaviorare further investigated to draw some conclusions.II.A NALYTICAL M ODELINGA.Eccentric Magnetic Pole ShapesCompared with the conventional magnetic pole,two kinds of eccentric magnetic pole shapes for improving thefielddistribution of surface-mounted PM motors are shown inFig. 1.Fig.1(a)is the conventional magnetic pole shape designated as S0,Fig.1(b)is the outer arc eccentric magneticpole shape designated as SA,and Fig.1(c)is the inner surfacearc magnetic pole shape designated as SB.As shown in Fig.1,O is the center of motor and h m isthe magnet thickness at the pole centerline.For conventional pole shape S0,its inner and outer arcs have the same centreO and the radial thickness does not change with position. R r and R m are the radii of magnet inner and outer surfaces,and h m=R m−R r.For the shape SA,the center of its outer arc moves to O and the radius changes to be R o.For the shapeSB,the center of its inner arc moves to O ,and the radius0018-9464©2014IEEE.Personal use is permitted,but republication/redistribution requires IEEE permission.See /publications_standards/publications/rights/index.html for more information.Fig.2.General subdomain model for PM motors with unequal thicknessmagnetic poles.changes to be R i .d denotes the distance between points Oand O .B.PM Motor ModelingIt is obvious in Fig.1that mathematical illustration becomes more difficult since the radial magnet thickness of SA and SB configurations changes with circumferential angle;thus,the original exact subdomain model [11]can hardly be used for analytical modeling of the improved PM motor.In this paper,discrete idea and superposition principle are adopted to modify and extend the subdomain model method to PM motors with irregular magnetic pole shapes.In Fig.2,a general subdomain model of a 4-pole and 6-slot motor is taken as an example to illustrate the analytical method.The whole domain is divided into three types of subdomains,viz.,magnet (region 1j ),air-gap (region 2),and slots (region 3i ).In this paper,the magnet region is divided into N equal parts,and the j th part is designated as region 1j (j =1,2,...,N ).The thickness of each part can be considered constant if N is large enough.θj denotes the position of region 1j from the pole centerline.R rj and R mj are the inner and outer radii of region 1j ,respectively.In addition,R s and R sb are the radii of stator inner bore and winding slot bottom,respectively.C.Modified Subdomain ModelBefore the modeling,several assumptions are made to simplify the problem as follows:1)end effect is neglected;2)stator/rotor iron has infinite permeability;3)core saturation and loss are neglected;4)demagnetization characteristic of the magnet is linear;5)nonconductive magnet material is used.In polar coordinates,the scalar potentials in the three regions ϕ1j ,ϕ2,and ϕ3i can be expressed by Laplace’s and Poisson’s equations as follows.1)For Region 1jϕ1j = kA 1k r k +B 1k r −k+M cjk r μr (1−k 2)cos (k α)+ kC 1k r k +D 1k r −k +M sjkr μr (1−k 2)sin (k α)k =1(1)ϕ1j =(A 11r +B 11r−1+M cj 1r ln r /2μr )cos α+(C 11r +D 11r −1+M sj 1r ln r /2μr )sin αk =1.(2)2)For Region 2ϕ2=kA 2k r k +B 2k r −kcos (k α)+ k C 2k r k +D 2k r −k sin (k α).(3)3)For Region 3iϕ3i = mX 3im (r /R sb )m παb −(r /R sb )−m παb×sin [(m π/αb )×(α−αi +αb /2)(4)where μr is the relative recoil permeability of magnet and αb is the mechanical angle of winding slot opening.αb =b 0/R s and b 0is the slot opening width.Q is the stator slot number.αi locates the center of the i th winding slot where i =1,2,3,...,Q .k and m are the harmonic coefficients.A 1k -D 1k ,A 2k -D 2k ,and X 3im are the coefficients to be determined.M cjk and M sjk are variables concerning magnets,which can be given asM cjk = 4pB rk πμ0sin k παpj 2p cos (k ωr t )k /p =1,5,7···0others (5)M sjk = 4pB rk πμ0sin k παpj 2p sin (k ωr t )k /p =1,5,7···0others (6)where μ0is the permeability of air,p is the pole pair number,αpj is the pole arc to pole pitch ratio of the j th PM region,B r is the remanent flux density of magnets,and ωr is the rotor rotational speed.To determine the unknown coefficients and obtain the field distribution,the boundary conditions are defined as follows:H α1|r =Rr =0(7)B r 1|r =R m =B r 2|r =R m (8)H α1|r =R m =H α2|r =R m (9)ϕ2|r =R s =ϕ3i |r =R s (10)B r 2|r =R s =B r 3i |r =R s(11)where subscripts r and αdenote the radial and tangential components of variables,respectively.By applying the boundary conditions given by (7)–(11)to (1)–(6),the radial and tangential components of air-gap flux density can be solved asB r 2=kχrck cos (k α)+kχrsk sin (k α)(12)B α2=k χαck cos (k α)+kχαsk sin (k α)(13)where χrck ,χrsk ,χαck ,and χαck are the harmonic amplitudesobtained using subdomain model method and superposition principle.Based on the analytical model of air-gap flux density in (12)and (13),models of cogging torque T c and phase back EMF E x are built as follows:T c =(πl a r 2/μ0)×k(χrck χαck +χrsk χαsk )(14)E x =(N c l a R s /a )×dxB r 2d α/dt x =A ,B ,C (15)CHEN et al.:MODELING AND ANALYZING OF SURFACE-MOUNTED PM SYNCHRONOUS MACHINES 8102804TABLE IM AIN P ARAMETERS OF P ROTOTYPE MACHINESFig.3.FE and analytical predicted air-gap flux densitywaveforms.Fig.4.FE and analytical predicted cogging torquewaveforms.Fig.5.FE and analytical predicted back EMF waveforms.where l a is the lamination length.x denotes the three-phase stator windings.N c is the number of winding turns per coil and a is the number of parallel-circuits per phase.III.F INITE E LEMENT V ALIDATIONIn this section,the finite element (FE)method is employed to validate the analytical model and the FE software is Ansoft Maxwell 15.4-pole/6-slot surface-mounted PM motors with different pole shapes are taken as examples to test the accuracy of the proposed analytical model.The main motor parameters are listed in Table I.The highest harmonic numberconsideredFig.6.Air-gap flux density variation with discrete magnet number N .TABLE IIC ALCULATION T IME OF THE T WO M ETHODSin analytical model K is 40and the number of assumed parts per pole N is 30.Waveforms of air-gap flux density,cogging torque,and back EMF derived by FE and analytical methods are compared in Figs.3–5.As can be seen,all the analytical predictions well illustrate the effects of pole parameters on performance and have excel-lent agreement with the FE results,which verifies the accuracy and feasibility of the proposed method.Besides,the air-gap length of SA configuration changes with circumferential position,while that of SB is still even.Therefore,under the same motor parameters,the equivalent air-gap length of SA is bigger than that of SB.The former has a much smaller root mean square value of flux density,but a better distribution than the latter,which result in lower cogging torque and more sinusoidal back EMF waveform.Since results of the analytical method are calculated by adding N subdomain models with even thickness magnets,the magnetic field solution is affected by the parameter N .In Fig.6,the air-gap flux density variations are given when N is increased from 1to 50.As can be seen,the results stay unchanged when N is larger than 10,which indicates that the analytical method is stable if N is large enough.In Table II,the time consumed by analytical method and FE method is compared when N is 30.It shows that the analytical method is much faster than FE method,which can improve the efficiency of motor design and analysis.IV.E FFECT OF M AGNET D IMENSIONSON M OTOR B EHAVIORBased on the proposed analytical model in (14)and (15),effects of magnet dimensions on motor behavior are inves-tigated.Variations of cogging torque T c ,fundamental com-ponent amplitude of back EMF E 0,and its total harmonic distortion (THD)with h m and d are shown in Figs.7–9.Some conclusions can be drawn from the above results.1)In Fig.7,cogging torque decreases with either smaller h m or larger d .But the difference is that cogging torque per unit volume continues to decrease when d increases,8102804IEEE TRANSACTIONS ON MAGNETICS,VOL.50,NO.11,NOVEMBER2014Fig.7.Cogging torque variation with h m and d .(a)SA.(b)SB.Fig.8.Back EMF amplitude variation with h m and d .(a)SA.(b)SB.Fig.9.Back EMF THD variation with h m and d .(a)SA.(b)SB.while it increases when h m decreases.This illuminates that cogging torque cannot be effectively eliminated by reducing magnet thickness.Applying the magnet pole shape optimization method would be more useful.2)Like cogging torque,back EMF amplitude gets smaller with the decrease of h m or the increase of d as shown in Fig.8.Fortunately,the contribution of per unit volume increases,while the magnitude of back EMF gets lower.This implies that pole shape optimization can improve the utilization of PM and save the cost of PM machines.3)Apart from the amplitude of back EMF,harmonics is also a focus in PM motor analysis.In Fig.9,the THD of back EMF can hardly vary with h m .But it decreases evidently with the increase of d ,which suggests that higher performance of PM motor could be achieved by employing SA and SB pole configurations since they can not only eliminate cogging torque,but also reduce back EMF harmonics.4)In addition,although SA and SB configurations have similar effects on motor behavior,SA is more sensitive to d than SB.This is because for SB configuration,only pole shape is changed,while its air-gap distribution is still uniform.But for SA configuration,it has not only a sinusoidal magnetic pole,but also an unevenlydistributed air-gap,which will enhance the impact of parameter d .V.C ONCLUSIONEccentric magnetic pole is an effective approach to improv-ing PM motor design.However,uneven thickness of magnetic pole also increases the difficulty of analytical modeling.In this paper,an accurate analytical method is proposed by modifying subdomain model method with discrete idea.With the proposed models,the effects of PM dimensions,h m and d ,on motor behavior are investigated.This paper shows that h m directly affects the magnitude of flux density and further affects the magnitudes of cogging torque and back pared with h m ,parameter d mainly affects the spatial distribution of flux density rather than changing its rger d would produce better flux density distribution,result-ing in smaller cogging torque and more sinusoidal back EMF waveform though it also somewhat decreases its magnitude.Thus,a balance between design requirements,ensuring motor electromagnetic performance and meanwhile reducing back EMF THD and torque ripples,may be achieved by choosing appropriate pole dimensions.A CKNOWLEDGMENTThis work was supported in part by the National Key Basic Research Program of China (973Program)under Grant 2013CB035602and in part by the Key Program,National Natural Science Foundation of China,under Grant 51037004.R EFERENCES[1]Z.Q.Zhu and D.Howe,“Electrical machines and drives for electric,hybrid,and fuel cell vehicles,”IEEE Trans.Magn.,vol.44,no.1,pp.52–65,Jan.2008.[2] C.C.Chan,“The state of the art of electric and hybrid vehicles,”Proc.IEEE ,vol.90,no.2,pp.247–275,Feb.2002.[3]M.R.Dubois,H.Polinder,and J.A.Ferreira,“Magnet shaping forminimal magnet volume in machines,”IEEE Trans.Magn.,vol.38,no.5,pp.2985–2987,Sep.2002.[4]M.R.Dubois,H.Polinder,and J. A.Ferreira,“Contribution ofpermanent-magnet volume elements to no-load voltage in machines,”IEEE Trans.Magn.,vol.39,no.3,pp.1784–1791,May 2003.[5]Y .Pang,Z.Q.Zhu,and Z.J.Feng,“Cogging torque in cost-effectivesurface-mounted permanent magnet machines,”IEEE Trans.Magn.,vol.47,no.9,pp.2269–2276,Sep.2011.[6]skaris and A.G.Kladas,“Permanent-magnet shape optimizationeffects on synchronous motor performance,”IEEE Trans.Ind.Electron.,vol.58,no.9,pp.3776–3783,Sep.2011.[7] B.L.J.Gysen,K.J.Meessen,J.J.H.Paulides,and E.A.Lomonva,“General formulation of the electromagnetic field distribution in machines and devices using Fourier analysis,”IEEE Trans.Magn.,vol.46,no.1,pp.39–52,Jan.2010.[8]J.De La Ree and N.Boules,“Magnet shaping to reduce induced voltageharmonics in PM machines with surface mounted magnets,”IEEE Trans.Energy Convers.,vol.6,no.1,pp.155–161,Mar.1991.[9]S.M.Jang,H.Park,J.Y .Choi,K.J.Ko,and S.H.Lee,“Magnetpole shape design of permanent magnet machine for minimization of torque ripple based on electromagnetic field theory,”IEEE Trans.Magn.,vol.47,no.10,pp.3586–3589,Oct.2011.[10]Y .B.Yang,X.H.Wang,C.Q.Zhu,and C.Z.Huang,“Reducingcogging torque by adopting isodiametric permanent magnet,”in Proc.4th IEEE ICIEA ,May 2009,pp.1028–1031.[11]Z.Q.Zhu,L.J.Wu,and Z.P.Xia,“An accurate subdomain modelfor magnetic field computation in slotted surface-mounted perma-nent machines,”IEEE Trans.Magn.,vol.46,no.4,pp.1100–1115,Apr.2010.。

基于改进遗传算法的表贴式永磁同步电机优化设计

基于改进遗传算法的表贴式永磁同步电机优化设计

基于改进遗传算法的表贴式永磁同步电机优化设计
周汉秦,黄晓艳,方攸同
【摘要】针对有约束条件的电机优化问题,建立了带惩罚项的优化目标函数,在简单遗传算法基础上采取保留最佳个体策略,结合模式搜索法形成改进遗传算法,基于磁路法分析了表贴式永磁同步电机在id二0控制方式下重要性能指标的计算方法,并分别采用简单遗传算法和改进遗传算法对一台分数槽集中绕组表贴式永磁同步电机进行了效率优化。

优化结果证明改进遗传算法更易得到更高的目标函数值,且优化初期优势明显,收敛更快,优化效率更高,证明了改进遗传算法在优化电机目标函数时的有效性。

【期刊名称】微电机
【年(卷),期】2017(050)005
【总页数】5
【关键词】表贴式永磁同步电机;改进遗传算法;磁路法;电机优化
0引言
分数槽集中绕组永磁同步电机和整数槽永磁电机相比而言具有槽满率高、绕组端部长度短、容错能力强等优点。

此外,通过合理的槽极配合,可以极大降彳氐齿槽转矩,近些年受到电机领域学者的广泛关注,且已应用在诸多工业和商业场合,如船舶推进装置、电动汽车等[1]。

实际设计生产中,需要考虑制造成本、电机工作效率、电机尺寸和其他性能限制等因素,采用算法进行电机优化可以帮助设计者快速找到目标函数在局部和全局下的最优解。

用于电机优化的算法主要分为局部优化算法和全局优化算法两种,其中全局优化
算法包括遗传算法、禁忌搜索法、粒子群算法等;局部优化算法包括模式搜。

表贴式永磁同步电机永磁体偏心气隙磁场解析

表贴式永磁同步电机永磁体偏心气隙磁场解析

体偏心的情况下求解电机气隙磁场。解析模型能够计算电机空载和负载气隙磁场的分布。将解析模型计算
结果与有限元分析结果进行对比,发
的解析模型具有 的
&
关键词:表贴式永磁同步电机;永磁体偏心;气隙磁场
中图分类号:TM 351 文献标志码:A 文章编号:1673-6540( 2019) 04-0077-05
Analytic Calculation of Air-Gap Magnetic Field of Surface Permanent Magnet SyncCronous Motors with Eccentric Magnet Pole
JIN Yongxing, WANG A)uan, SUN Jian, WANG Tao (School of Electrical Engineering, Shanghai Dianji University, Shanghai 201306, China)
Abstract: An analytical method for the calculation of air-gap magnetic fields in a surface permanent magnet synchronous motor with eccentric magnet pole by dividing the region inty parts was presented. The solution area was divided into permanent magnet region, air gap region, and stator slot region. Based on the separation variable method, the correlation coeCicient was obtained by using the boundary conditions of each reeion. The analytio modeO coulU calculate the distribution of no-load and load magnetio fields with eccentrio magnet pole. The cdculation results of the anaeyiocaemodeeweeecompaeed woih ihoseofihefonoieeeemenianaeysos.Theeesueisshowed ihaiiheanaeyiocaemodee had hogh accueacy.
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Modeling and Analyzing of Surface-Mounted Permanent-Magnet Synchronous Machines With Optimized Magnetic Pole Shape Zhenfei Chen1,Changliang Xia1,2,Qiang Geng2,and Yan Yan11School of Electrical Engineering and Automation,Tianjin University,Tianjin300072,China2Tianjin Key Laboratory of Advanced Technology of Electrical Engineering and Energy,Tianjin Polytechnic University,Tianjin300387,ChinaTwo types of eccentric magnetic pole shapes for optimizing conventional surface-mounted permanent-magnet(PM)synchronous machines with radial magnetization are presented in this paper.An analytical method based on an exact subdomain model and discrete idea is proposed for obtaining the air-gapflux density distribution in the improved motor.Cogging torque and back EMF analytical models are further built with thefield solution,which provide useful tools for investigating motor performances with unequal thickness magnetic poles.The accuracy and feasibility of the models have been validated by afinite element method.Based on the analytical models,the effects of pole shape parameters on motor performance are investigated.Results show that both pole shapes can perfect magneticfield distribution,decrease harmonic content of back EMF,reduce torque ripples,and improve the utilization of PMs.Index Terms—Exact subdomain model,flux density distribution,magnetic pole shape optimization,surface-mounted permanent-magnet(PM)synchronous machine.I.I NTRODUCTIONT HE surface-mounted permanent-magnet(PM) synchronous machine has been widely used in elevator,wind turbine,and hybrid electric vehicle applications due to its high efficiency,power factor,and torque density [1],[2].The PM pole,as a pivotal part of the PM motor, directly affects motor cost and behavior,such as magnetic field,back EMF,torques,and so on.As a result,magnetic pole design is particularly important in PM motor design and has attracted lots of attention.Studies in[3]–[6]point out that the contributions of different PM parts are not uniform and magnetic pole optimization can not only improve PM material utilization,reduce magnet material cost,but also achieve more sinusoidal magneticfield distribution and lower cogging torque performance.The magneticfield calculation is an important prerequisite for the analysis of PM machines.Many methods have been proposed for magneticfield prediction in past few decades. In[7],the drawbacks and stability of numerical implementa-tion are discussed and a semianalytical framework is presented for solving2-D PM machine models in three different coordi-nates.Nevertheless,analytical modeling is usually much more complex for improved PM motors with optimized magnetic pole configurations,since the radial thickness of magnetic pole changes with the circumferential position,which makes its mathematical modeling more difficult than that of conven-tional magnetic poles.Several analytical methods are given in[8]–[10],which provide valuable theoretical references for magnetic pole design and analysis.Stator slotting is usually neglected or complicated pole boundary is simplified to reduce the difficulty of modeling,which also results in a low accuracy of the models.Manuscript received March3,2014;revised May11,2014;accepted May24,2014.Date of current version November18,2014.Corresponding author:C.Xia(e-mail:motor@).Color versions of one or more of thefigures in this paper are available online at .Digital Object Identifier10.1109/TMAG.2014.2327138Fig.1.PM pole shapes.(a)Conventional pole shape S0.(b)Outer arc eccentric pole shape SA.(c)Inner arc eccentric pole shape SB.In this paper,two types of eccentric magnetic pole designs are chosen for pole shape optimization of surface-mountedPM machines with radial magnetization.To solve the problem of unequal thickness magnetic pole modeling,a modifiedsubdomain model method based on discrete idea is proposedto predict magneticfield distribution in the air-gap.With the field solution,cogging torque and back EMF models are built.The effects of magnetic pole dimensions on motor behaviorare further investigated to draw some conclusions.II.A NALYTICAL M ODELINGA.Eccentric Magnetic Pole ShapesCompared with the conventional magnetic pole,two kinds of eccentric magnetic pole shapes for improving thefielddistribution of surface-mounted PM motors are shown inFig. 1.Fig.1(a)is the conventional magnetic pole shape designated as S0,Fig.1(b)is the outer arc eccentric magneticpole shape designated as SA,and Fig.1(c)is the inner surfacearc magnetic pole shape designated as SB.As shown in Fig.1,O is the center of motor and h m isthe magnet thickness at the pole centerline.For conventional pole shape S0,its inner and outer arcs have the same centreO and the radial thickness does not change with position. R r and R m are the radii of magnet inner and outer surfaces,and h m=R m−R r.For the shape SA,the center of its outer arc moves to O and the radius changes to be R o.For the shapeSB,the center of its inner arc moves to O ,and the radius0018-9464©2014IEEE.Personal use is permitted,but republication/redistribution requires IEEE permission.See /publications_standards/publications/rights/index.html for more information.Fig.2.General subdomain model for PM motors with unequal thicknessmagnetic poles.changes to be R i .d denotes the distance between points Oand O .B.PM Motor ModelingIt is obvious in Fig.1that mathematical illustration becomes more difficult since the radial magnet thickness of SA and SB configurations changes with circumferential angle;thus,the original exact subdomain model [11]can hardly be used for analytical modeling of the improved PM motor.In this paper,discrete idea and superposition principle are adopted to modify and extend the subdomain model method to PM motors with irregular magnetic pole shapes.In Fig.2,a general subdomain model of a 4-pole and 6-slot motor is taken as an example to illustrate the analytical method.The whole domain is divided into three types of subdomains,viz.,magnet (region 1j ),air-gap (region 2),and slots (region 3i ).In this paper,the magnet region is divided into N equal parts,and the j th part is designated as region 1j (j =1,2,...,N ).The thickness of each part can be considered constant if N is large enough.θj denotes the position of region 1j from the pole centerline.R rj and R mj are the inner and outer radii of region 1j ,respectively.In addition,R s and R sb are the radii of stator inner bore and winding slot bottom,respectively.C.Modified Subdomain ModelBefore the modeling,several assumptions are made to simplify the problem as follows:1)end effect is neglected;2)stator/rotor iron has infinite permeability;3)core saturation and loss are neglected;4)demagnetization characteristic of the magnet is linear;5)nonconductive magnet material is used.In polar coordinates,the scalar potentials in the three regions ϕ1j ,ϕ2,and ϕ3i can be expressed by Laplace’s and Poisson’s equations as follows.1)For Region 1jϕ1j = kA 1k r k +B 1k r −k+M cjk r μr (1−k 2)cos (k α)+ kC 1k r k +D 1k r −k +M sjkr μr (1−k 2)sin (k α)k =1(1)ϕ1j =(A 11r +B 11r−1+M cj 1r ln r /2μr )cos α+(C 11r +D 11r −1+M sj 1r ln r /2μr )sin αk =1.(2)2)For Region 2ϕ2=kA 2k r k +B 2k r −kcos (k α)+ k C 2k r k +D 2k r −k sin (k α).(3)3)For Region 3iϕ3i = mX 3im (r /R sb )m παb −(r /R sb )−m παb×sin [(m π/αb )×(α−αi +αb /2)(4)where μr is the relative recoil permeability of magnet and αb is the mechanical angle of winding slot opening.αb =b 0/R s and b 0is the slot opening width.Q is the stator slot number.αi locates the center of the i th winding slot where i =1,2,3,...,Q .k and m are the harmonic coefficients.A 1k -D 1k ,A 2k -D 2k ,and X 3im are the coefficients to be determined.M cjk and M sjk are variables concerning magnets,which can be given asM cjk = 4pB rk πμ0sin k παpj 2p cos (k ωr t )k /p =1,5,7···0others (5)M sjk = 4pB rk πμ0sin k παpj 2p sin (k ωr t )k /p =1,5,7···0others (6)where μ0is the permeability of air,p is the pole pair number,αpj is the pole arc to pole pitch ratio of the j th PM region,B r is the remanent flux density of magnets,and ωr is the rotor rotational speed.To determine the unknown coefficients and obtain the field distribution,the boundary conditions are defined as follows:H α1|r =Rr =0(7)B r 1|r =R m =B r 2|r =R m (8)H α1|r =R m =H α2|r =R m (9)ϕ2|r =R s =ϕ3i |r =R s (10)B r 2|r =R s =B r 3i |r =R s(11)where subscripts r and αdenote the radial and tangential components of variables,respectively.By applying the boundary conditions given by (7)–(11)to (1)–(6),the radial and tangential components of air-gap flux density can be solved asB r 2=kχrck cos (k α)+kχrsk sin (k α)(12)B α2=k χαck cos (k α)+kχαsk sin (k α)(13)where χrck ,χrsk ,χαck ,and χαck are the harmonic amplitudesobtained using subdomain model method and superposition principle.Based on the analytical model of air-gap flux density in (12)and (13),models of cogging torque T c and phase back EMF E x are built as follows:T c =(πl a r 2/μ0)×k(χrck χαck +χrsk χαsk )(14)E x =(N c l a R s /a )×dxB r 2d α/dt x =A ,B ,C (15)CHEN et al.:MODELING AND ANALYZING OF SURFACE-MOUNTED PM SYNCHRONOUS MACHINES 8102804TABLE IM AIN P ARAMETERS OF P ROTOTYPE MACHINESFig.3.FE and analytical predicted air-gap flux densitywaveforms.Fig.4.FE and analytical predicted cogging torquewaveforms.Fig.5.FE and analytical predicted back EMF waveforms.where l a is the lamination length.x denotes the three-phase stator windings.N c is the number of winding turns per coil and a is the number of parallel-circuits per phase.III.F INITE E LEMENT V ALIDATIONIn this section,the finite element (FE)method is employed to validate the analytical model and the FE software is Ansoft Maxwell 15.4-pole/6-slot surface-mounted PM motors with different pole shapes are taken as examples to test the accuracy of the proposed analytical model.The main motor parameters are listed in Table I.The highest harmonic numberconsideredFig.6.Air-gap flux density variation with discrete magnet number N .TABLE IIC ALCULATION T IME OF THE T WO M ETHODSin analytical model K is 40and the number of assumed parts per pole N is 30.Waveforms of air-gap flux density,cogging torque,and back EMF derived by FE and analytical methods are compared in Figs.3–5.As can be seen,all the analytical predictions well illustrate the effects of pole parameters on performance and have excel-lent agreement with the FE results,which verifies the accuracy and feasibility of the proposed method.Besides,the air-gap length of SA configuration changes with circumferential position,while that of SB is still even.Therefore,under the same motor parameters,the equivalent air-gap length of SA is bigger than that of SB.The former has a much smaller root mean square value of flux density,but a better distribution than the latter,which result in lower cogging torque and more sinusoidal back EMF waveform.Since results of the analytical method are calculated by adding N subdomain models with even thickness magnets,the magnetic field solution is affected by the parameter N .In Fig.6,the air-gap flux density variations are given when N is increased from 1to 50.As can be seen,the results stay unchanged when N is larger than 10,which indicates that the analytical method is stable if N is large enough.In Table II,the time consumed by analytical method and FE method is compared when N is 30.It shows that the analytical method is much faster than FE method,which can improve the efficiency of motor design and analysis.IV.E FFECT OF M AGNET D IMENSIONSON M OTOR B EHAVIORBased on the proposed analytical model in (14)and (15),effects of magnet dimensions on motor behavior are inves-tigated.Variations of cogging torque T c ,fundamental com-ponent amplitude of back EMF E 0,and its total harmonic distortion (THD)with h m and d are shown in Figs.7–9.Some conclusions can be drawn from the above results.1)In Fig.7,cogging torque decreases with either smaller h m or larger d .But the difference is that cogging torque per unit volume continues to decrease when d increases,8102804IEEE TRANSACTIONS ON MAGNETICS,VOL.50,NO.11,NOVEMBER2014Fig.7.Cogging torque variation with h m and d .(a)SA.(b)SB.Fig.8.Back EMF amplitude variation with h m and d .(a)SA.(b)SB.Fig.9.Back EMF THD variation with h m and d .(a)SA.(b)SB.while it increases when h m decreases.This illuminates that cogging torque cannot be effectively eliminated by reducing magnet thickness.Applying the magnet pole shape optimization method would be more useful.2)Like cogging torque,back EMF amplitude gets smaller with the decrease of h m or the increase of d as shown in Fig.8.Fortunately,the contribution of per unit volume increases,while the magnitude of back EMF gets lower.This implies that pole shape optimization can improve the utilization of PM and save the cost of PM machines.3)Apart from the amplitude of back EMF,harmonics is also a focus in PM motor analysis.In Fig.9,the THD of back EMF can hardly vary with h m .But it decreases evidently with the increase of d ,which suggests that higher performance of PM motor could be achieved by employing SA and SB pole configurations since they can not only eliminate cogging torque,but also reduce back EMF harmonics.4)In addition,although SA and SB configurations have similar effects on motor behavior,SA is more sensitive to d than SB.This is because for SB configuration,only pole shape is changed,while its air-gap distribution is still uniform.But for SA configuration,it has not only a sinusoidal magnetic pole,but also an unevenlydistributed air-gap,which will enhance the impact of parameter d .V.C ONCLUSIONEccentric magnetic pole is an effective approach to improv-ing PM motor design.However,uneven thickness of magnetic pole also increases the difficulty of analytical modeling.In this paper,an accurate analytical method is proposed by modifying subdomain model method with discrete idea.With the proposed models,the effects of PM dimensions,h m and d ,on motor behavior are investigated.This paper shows that h m directly affects the magnitude of flux density and further affects the magnitudes of cogging torque and back pared with h m ,parameter d mainly affects the spatial distribution of flux density rather than changing its rger d would produce better flux density distribution,result-ing in smaller cogging torque and more sinusoidal back EMF waveform though it also somewhat decreases its magnitude.Thus,a balance between design requirements,ensuring motor electromagnetic performance and meanwhile reducing back EMF THD and torque ripples,may be achieved by choosing appropriate pole dimensions.A CKNOWLEDGMENTThis work was supported in part by the National Key Basic Research Program of China (973Program)under Grant 2013CB035602and in part by the Key Program,National Natural Science Foundation of China,under Grant 51037004.R EFERENCES[1]Z.Q.Zhu and D.Howe,“Electrical machines and drives for electric,hybrid,and fuel cell vehicles,”IEEE Trans.Magn.,vol.44,no.1,pp.52–65,Jan.2008.[2] C.C.Chan,“The state of the art of electric and hybrid vehicles,”Proc.IEEE ,vol.90,no.2,pp.247–275,Feb.2002.[3]M.R.Dubois,H.Polinder,and J.A.Ferreira,“Magnet shaping forminimal magnet volume in machines,”IEEE Trans.Magn.,vol.38,no.5,pp.2985–2987,Sep.2002.[4]M.R.Dubois,H.Polinder,and J. A.Ferreira,“Contribution ofpermanent-magnet volume elements to no-load voltage in machines,”IEEE Trans.Magn.,vol.39,no.3,pp.1784–1791,May 2003.[5]Y .Pang,Z.Q.Zhu,and Z.J.Feng,“Cogging torque in cost-effectivesurface-mounted permanent magnet machines,”IEEE Trans.Magn.,vol.47,no.9,pp.2269–2276,Sep.2011.[6]skaris and A.G.Kladas,“Permanent-magnet shape optimizationeffects on synchronous motor performance,”IEEE Trans.Ind.Electron.,vol.58,no.9,pp.3776–3783,Sep.2011.[7] B.L.J.Gysen,K.J.Meessen,J.J.H.Paulides,and E.A.Lomonva,“General formulation of the electromagnetic field distribution in machines and devices using Fourier analysis,”IEEE Trans.Magn.,vol.46,no.1,pp.39–52,Jan.2010.[8]J.De La Ree and N.Boules,“Magnet shaping to reduce induced voltageharmonics in PM machines with surface mounted magnets,”IEEE Trans.Energy Convers.,vol.6,no.1,pp.155–161,Mar.1991.[9]S.M.Jang,H.Park,J.Y .Choi,K.J.Ko,and S.H.Lee,“Magnetpole shape design of permanent magnet machine for minimization of torque ripple based on electromagnetic field theory,”IEEE Trans.Magn.,vol.47,no.10,pp.3586–3589,Oct.2011.[10]Y .B.Yang,X.H.Wang,C.Q.Zhu,and C.Z.Huang,“Reducingcogging torque by adopting isodiametric permanent magnet,”in Proc.4th IEEE ICIEA ,May 2009,pp.1028–1031.[11]Z.Q.Zhu,L.J.Wu,and Z.P.Xia,“An accurate subdomain modelfor magnetic field computation in slotted surface-mounted perma-nent machines,”IEEE Trans.Magn.,vol.46,no.4,pp.1100–1115,Apr.2010.。

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