CN108631663A - A method of analyzing accurately and quickly magneto electromagnetic performance - Google Patents

A method of analyzing accurately and quickly magneto electromagnetic performance Download PDF

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Publication number
CN108631663A
CN108631663A CN201810341621.4A CN201810341621A CN108631663A CN 108631663 A CN108631663 A CN 108631663A CN 201810341621 A CN201810341621 A CN 201810341621A CN 108631663 A CN108631663 A CN 108631663A
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model
motor
control system
vector control
magneto
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姜文颖
张震
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Nanjing University of Aeronautics and Astronautics
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Nanjing University of Aeronautics and Astronautics
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    • HELECTRICITY
    • H02GENERATION; CONVERSION OR DISTRIBUTION OF ELECTRIC POWER
    • H02PCONTROL OR REGULATION OF ELECTRIC MOTORS, ELECTRIC GENERATORS OR DYNAMO-ELECTRIC CONVERTERS; CONTROLLING TRANSFORMERS, REACTORS OR CHOKE COILS
    • H02P6/00Arrangements for controlling synchronous motors or other dynamo-electric motors using electronic commutation dependent on the rotor position; Electronic commutators therefor
    • H02P6/34Modelling or simulation for control purposes
    • HELECTRICITY
    • H02GENERATION; CONVERSION OR DISTRIBUTION OF ELECTRIC POWER
    • H02PCONTROL OR REGULATION OF ELECTRIC MOTORS, ELECTRIC GENERATORS OR DYNAMO-ELECTRIC CONVERTERS; CONTROLLING TRANSFORMERS, REACTORS OR CHOKE COILS
    • H02P21/00Arrangements or methods for the control of electric machines by vector control, e.g. by control of field orientation
    • H02P21/12Stator flux based control involving the use of rotor position or rotor speed sensors

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  • Engineering & Computer Science (AREA)
  • Power Engineering (AREA)
  • Control Of Ac Motors In General (AREA)

Abstract

The present invention relates to methods that is a kind of accurate and quickly analyzing magneto electromagnetic performance, belong to magneto technical field.This method carries out simulation analysis to the electromagnetic property of same permanent magnet synchronous motor, respectively by way of setting machine winding energisation mode to ideal sinusoidal Impetus of Current Source, ideal sinusoidal voltage source excitation, and finite element motor model control using vector control system and look-up table motor model is controlled using vector control system, and using vector control system to obtaining the motor electromagnetic performance under four kinds of models;By the comparison with experimental result, illustrate to possess highest precision using the model of vector control system, the speed of emulation can be accelerated under the premise of meeting precision using the model of desired voltage source forcing, improve simulation efficiency.The present invention can accurately and quickly analyze the electromagnetic property in magneto actual motion.

Description

A method of analyzing accurately and quickly magneto electromagnetic performance
Technical field
The present invention relates to methods that is a kind of accurate and quickly analyzing magneto electromagnetic performance, belong to magneto technology Field.
Background technology
The advantages that permanent magnet synchronous motor is light-weight because it is with small, efficient, and power density is high and answered extensively With.By rotor structure point, permanent magnet synchronous motor can be divided into surface-mount type and built-in two class.The permanent magnet of surface-mounted rotor structure It is installed on the outer round surface of rotor core, rotating speed is generally relatively low.The permanent magnet of interior permanent magnet machines is placed in rotor core Portion, mechanical structure are relatively reliable.In terms of electromagnetic performance, it is close that interior permanent magnet machines reluctance torque helps to improve power of motor Degree and overload capacity, and it is easily achieved weak magnetism speed expansion, electric vehicle output-constant operation range, therefore extensive use can be expanded In electric vehicle field.
Permanent magnet synchronous motor applied to electric vehicle needs have the wider range of speeds, and needs in most of fortune There is high efficiency in row section.The method of the general analysis efficiency used in simulations, is by using ideal sinusoidal current source The emulation of the model (model one) of excitation obtain motor each point efficiency, but when it has ignored motor actual motion, electric current Loss caused by harmonic wave increases.The considerations of for comfort level, the permanent magnet synchronous motor for being applied to electric vehicle are needed with smaller Noise.The simulation analysis that noise of motor carries out is needed to establish on the basis of accurately analysis electromagnetic force, and generally use Emulation by model one is inaccurate.And model (the mould that finite element motor model is controlled using vector control system Type three) although mode can accurately obtain electromagnetic property, take too long.Therefore it needs to study and both can guarantee emulation essence Degree, while the method for simulation time can be reduced.
Invention content
In order to overcome the ideal sinusoidal Impetus of Current Source when analyzing permanent magnet synchronous motor electromagnetic property, generally used at present Mode (model one) analysis motor performance when it is not accurate enough, and what vector control system controlled finite element motor model Although analysis motor performance is accurate but take too long problem, the present invention proposes a kind of accurate and fast model (model three) The method of speed analysis magneto electromagnetic performance.
The present invention is to solve its technical problem to adopt the following technical scheme that:
A method of magneto electromagnetic performance is analyzed accurately and quickly, is included the following steps:It is same to same permanent magnetism The electromagnetic property for walking motor carries out simulation analysis, is swashed respectively by setting machine winding energisation mode to ideal sinusoidal current source It encourages, the mode of ideal sinusoidal voltage source excitation, and finite element motor model is controlled and adopted using vector control system Look-up table motor model is controlled with vector control system, and using vector control system to obtaining the electricity under four kinds of models Electromechanical magnetic property;By the comparison with experimental result, illustrates to possess highest precision using the model of vector control system, use The model of desired voltage source forcing can accelerate the speed of emulation under the premise of meeting precision, improve simulation efficiency.
In the model using ideal sinusoidal Impetus of Current Source, machine winding energisation mode is Impetus of Current Source, according to The amplitude and initial angle of electric current is arranged in operating point.
In the model using ideal sinusoidal voltage source excitation, machine winding energisation mode is voltage source excitation, according to The amplitude of phase voltage is arranged in operating point;By adjusting the mode of load torque, so that motor is started from stationary state and stablize to institute Need operating point.
In the model controlled finite element motor model using vector control system, to the threephase armature of acquisition Winding current first carries out Clark transformation and carries out Park again and convert to obtain motor direct-axis current idWith quadrature axis current iq;It is closed by electric current Ring control makes idAnd iqStablize in given value.
In the model controlled look-up table motor model using vector control system, by obtaining different idAnd iqUnder three pole reactor, and according to permanent magnet synchronous motor math equation establish motor search table model;The control knot of the model Structure is identical as the model controlled finite element motor model using vector control system, and with the look-up table motor model generation For finite element motor model.
Beneficial effects of the present invention are as follows:
1. the present invention improves simulation model (model three) according to Experimental Control System, to accurately be analyzed in simulated environment Electromagnetic property of the motor in actual motion.
2. the present invention in such a way that machine winding energisation mode to be set as to voltage source excitation (model two), is ensureing to emulate Under the premise of precision, effectively shorten simulation time.
3. the present invention is ensureing simulation accuracy using the control system analysis look-up table motor model (model four) in experiment Under the premise of, effectively shorten simulation time.
Description of the drawings
Fig. 1 is the comparative illustration figure of four models.
Fig. 2 is the system construction drawing that a permanent magnet synchronous motor uses Impetus of Current Source (model one).
Fig. 3 is using the system construction drawing that machine winding energisation mode is set as to voltage source excitation (model two).Fig. 4 is pair The system construction drawing for the model (model three) that finite element motor model is controlled using vector control system.
Fig. 5 is the system structure of the model (model four) controlled using vector control system look-up table motor model Figure.
Fig. 6 (a) is a permanent magnet synchronous motor in each simulation model and experiment test, operates in 2200rpm, 262Nm Low order current harmonics comparison diagram when operating point, Fig. 6 (b) are the high order current harmonics comparison diagrams of the operating point.
Fig. 7 (a) is a permanent magnet synchronous motor in each simulation model, operates in 2200rpm, when the operating points 262Nm Low order electromagnetic torque harmonic contrast schemes, and Fig. 7 (b) is the high order electromagnetic torque harmonic contrast figure of the operating point.
Fig. 8 is a permanent magnet synchronous motor in each simulation model, operates in 2200rpm, the loss when operating points 262Nm Comparison diagram.
Specific implementation mode
The embodiment of the present invention is described below in detail, examples of the embodiments are shown in the accompanying drawings, wherein from beginning to end Same or similar label indicates same or similar element or the element of similar functions.Below with reference to the reality of attached drawing description The mode of applying is exemplary, and is only used for explaining the present invention, and is not construed as limiting the claims.
When the present invention obtains the electromagnetic property of interior permanent magnet machines to solve the existing method using Impetus of Current Source It is not accurate enough, although and accurately time-consuming too long problem, proposition one kind are new using vector control system analysis motor performance It is quick and accurately obtain motor electromagnetic characteristic method, below in conjunction with the accompanying drawings to embodiments of the present invention carry out specifically It is bright:
Fig. 1 is the method explanation of the present invention, that is, uses the model of voltage source excitation and adopted using to look-up table motor model With the model of vector controlled, accurate simulation result is obtained, and accelerate simulation velocity.
Fig. 2 is the system structure of model one.In model one, it sets winding energization mode to Impetus of Current Source, is arranged The corresponding rotating speed of simulation work point, current amplitude and initial angle.Think that electric machine phase current is ideal sinusoidal electric current, it is humorous without electric current Wave.
Fig. 3 is the system structure of model two.In model two, machine winding mode is set as voltage source excitation, voltage amplitude Value is set as the corresponding phase voltage amplitude in operating point in model one.Motor phase resistance and leakage inductance are set in a model.By adjusting negative The mode of set torque makes motor be started from stationary state and stablizes in required operating point (n0, T0)。n0And T0Needed for respectively The rotating speed and electromagnetic torque of operating point.Use sentence if (n<n0,-T0/n0*n,-T0*n0/n)-T0/n0*(n-n0) * 10 settings are negative Set torque.I.e. when rotating speed is less than n0When, so that motor is accelerated by reducing load torque;When rotating speed is higher than n0When, it is loaded by increasing Torque makes decelerating through motor;Final motor will stabilise at (n0, T0)。
Fig. 4 is the system structure of model three.In model three, Simulation of Vector Control is built according to the control system in experiment Model.iaAnd ibRespectively stator current, iαAnd iβElectric current respectively under two-phase stationary coordinate system, idAnd iqRespectively two-phase is revolved Turn the electric current under coordinate system,WithFor given command value, PI modules are proportional integration calculator,WithTo be calculated Two-phase rotating coordinate system under voltage reference value,WithFor the Voltage Reference under the two-phase stationary coordinate system that is calculated Value, SVPWM modules are space voltage pulse width modulation module, and Clarke is transformed to realize static from three-phase static coordinate system to two-phase The transformation matrix of coordinate system, Park are transformed to realize the transformation matrix from two-phase stationary coordinate system to two-phase rotating coordinate system, PMSM FEA models are the motor model built in finite element emulation software, and θ is electrical angle.Wherein busbar voltage, switch frequency Rate is all identical as experiment condition, is all added in the output signal (being respectively position and electric current) of position sensor and current sensor Postponement module is with the sampling delay situation in simulated experiment.Motor speed is set as the rotating speed of required operating point, and control system is adopted With current closed-loop by current control in required idAnd iq
Fig. 5 is the system structure of model four.In model four, control system use and model three in identical structure, only Finite element motor model in model three is changed to look-up table motor model.The acquisition methods of the look-up table motor model are: In finite element motor model, emulation obtains motor in different idAnd iqUnder combination, the magnetic linkage in each rotor-position and inductance number According to.In the mathematical model of permanent magnet synchronous motor, inductance and magnetic linkage are set as to obtain above-mentioned data by searching for the mode of table, with This establishes the lookup table model of permanent magnet synchronous motor.
The simulation accuracy of four models and simulation velocity are described in detail below in conjunction with the accompanying drawings:
Fig. 6 (a) and (b) are a permanent magnet synchronous motor respectively in each simulation model and experiment test, are operated in same Low order when operating point and high order current harmonics comparing result.Because not having current harmonics in model one, mould is not put into Fig. 6 The data of type one.In Fig. 6 (a), the result of model two, model three and model four is all close with experimental result, illustrates to pass through mould Type two, model three and model four can effectively analyze low order current harmonics when motor actual motion.The low order electric current of motor Harmonic wave is based on 5 subharmonic and 7 subharmonic.In Fig. 6 (b), the result of model three and model four is all close with experimental result, says Bright high order current harmonics when can effectively analyze motor actual motion by model three and model four;High order current harmonics point Cloth is near switching frequency (5kHz) and the multiple of switching frequency.And it is not using ideal voltage source, voltage in model two PWM forms, therefore without the high order current harmonics near switching frequency multiple in model two.Model three most connects with experimental result Closely, therefore, it is considered that model three is the highest model of precision, and the mould can be passed through for the judgement of other simulation model precision The close degree of three simulation result of type and model determines.
Fig. 7 (a) and (b) are a permanent magnet synchronous motor respectively in each simulation model and experiment test, are operated in same Low order when operating point and high order electromagnetic torque harmonic contrast's result.In Fig. 7 (a), the result of model two and model three is close, Low order torque harmonic wave when illustrating effectively analyze motor actual motion by model two.In Fig. 7 (b), model four High order electromagnetic torque harmonic wave and model three it is close, it can be considered that model four is believable.
It is same permanent magnet synchronous motor in Fig. 8 in several models, operates in loss comparison when identical operating point.Model One because have ignored current harmonics, therefore copper loss with direct current, iron loss and permanent magnet loss are all smaller;Model four is look-up table mould Type cannot analyze magnetic field, therefore can not carry out the analysis of iron loss and permanent magnet loss by model four.
Fig. 6, Fig. 7 and Fig. 8 illustrate, the electromagnetic property of permanent magnet synchronous motor are if desired accurately analyzed, using Impetus of Current Source The precision of method (model one) be inadequate, the result of accurate current harmonics, electromagnetic torque harmonic wave and loss can not be obtained; Most accurate result can be obtained using simulation model (model three) identical with Experimental Control System;Model two has relatively high Precision, can accurately analyze the low order electric current and torque harmonic wave of motor, and can not obtain in electric current and torque and PWM switches frequently The relevant information of rate;Model four possesses relatively high precision, can accurately analyze the high primary current and torque harmonic wave of motor, but It is analysis for low-order harmonic be not as accurate as model two;And model four can only analysis circuit parameter, loss, air gap can not be obtained The information of flux density and electromagnetic force etc..
Simulation model Model one Model two Model three Model four
Simulation time 10 minutes 6 hours 1 week 10 minutes
Table 1
Table 1 is a permanent magnet synchronous motor in each simulation model, from bringing into operation to stablizing in 2200rpm, 262Nm works Required time comparison when putting.It is same permanent magnet synchronous motor in table 1 in several models, operation is required to stable state Time.Model three has highest precision, but a disadvantage is that taking too long.Model two can obtain the higher simulation result of precision, It is compared simultaneously with model three, is effectively shortened simulation time, improve simulation efficiency.The simulation time of model four is more than model two It is short, highest simulation velocity is possessed in model two, model three and model four, but this is built upon and has been completed look-up table On the basis of molded motor.The look-up table motor model required time is established, the precision with look-up table is (when establishing look-up table The i of settingd、iqStep-length and range and rotor-position step-length) it is related, in this example, it is 3 days to establish taking for look-up table. The foundation of look-up table only needs once, the post analysis motor look-up table motor can be directly used in the characteristic of each operating point Model.
Based on conclusions, suitable model can be selected according to actual needs.The implementation situation of this method is as follows:
(1) if necessary to obtain most accurate Electromagnetic Simulation as a result, model three can be used;
(2) it is to accelerate simulation velocity, model two may be used, while the model can obtain the motor electromagnetic of degree of precision Characteristic;
(3) if you do not need to obtaining magnetic field and lossy data, it is only necessary to which the electric current, counter electromotive force and electromagnetism for observing motor turn The data such as square may be used model four and then effectively shorten simulation time.

Claims (5)

1. method that is a kind of accurate and quickly analyzing magneto electromagnetic performance, which is characterized in that include the following steps:To same The electromagnetic property of one permanent magnet synchronous motor carries out simulation analysis, respectively by setting machine winding energisation mode to ideal sinusoidal The mode of Impetus of Current Source, ideal sinusoidal voltage source excitation, and finite element motor model is carried out using vector control system It controls and look-up table motor model is controlled using vector control system, and using vector control system to obtaining four kinds of moulds Motor electromagnetic performance under type;By the comparison with experimental result, it is highest to illustrate that the model using vector control system possesses Precision can accelerate the speed of emulation under the premise of meeting precision using the model of desired voltage source forcing, improve emulation effect Rate.
2. method that is according to claim 1 a kind of accurate and quickly analyzing magneto electromagnetic performance, feature exist In in the model using ideal sinusoidal Impetus of Current Source, machine winding energisation mode is Impetus of Current Source, is set according to operating point Set the amplitude and initial angle of electric current.
3. method that is according to claim 1 a kind of accurate and quickly analyzing magneto electromagnetic performance, feature exist In in the model using ideal sinusoidal voltage source excitation, machine winding energisation mode is voltage source excitation, is set according to operating point Set the amplitude of phase voltage;By adjusting the mode of load torque, so that motor is started from stationary state and stablize to required operating point.
4. method that is according to claim 1 a kind of accurate and quickly analyzing magneto electromagnetic performance, feature exist In in the model controlled finite element motor model using vector control system, to the threephase armature winding electricity of acquisition Stream first progress Clark transformation carries out Park and converts to obtain motor direct-axis current i againdWith quadrature axis current iq;Pass through closed-loop current control Make idAnd iqStablize in given value.
5. method that is according to claim 1 a kind of accurate and quickly analyzing magneto electromagnetic performance, feature exist In in the model controlled look-up table motor model using vector control system, by obtaining in different idAnd iqUnder Three pole reactor, and motor is established according to permanent magnet synchronous motor math equation and searches table model;The control structure of the model and use The model that vector control system controls finite element motor model is identical, and replaces finite element with the look-up table motor model Motor model.
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Cited By (5)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN109977626A (en) * 2019-05-08 2019-07-05 广东工业大学 A kind of calculation method and equipment of the weak magnetism speed expansion ability of permanent magnet synchronous motor
CN110795849A (en) * 2019-10-30 2020-02-14 南京工程学院 Three-dimensional analytic calculation method for electromagnetic torque of permanent magnet eddy current coupler
CN111707938A (en) * 2020-06-29 2020-09-25 北京理工大学 Motor simulator based on finite element reverse lookup table model
CN112968650A (en) * 2021-03-23 2021-06-15 武汉理工大学 Motor noise reduction method and device based on reduced order model vibration feedback control
US11366944B2 (en) 2020-08-24 2022-06-21 Mitsubishi Electric Research Laboratories, Inc. Modeling interior permanent magnet synchronous machines considering permeability of rotor

Citations (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN102110179A (en) * 2009-12-29 2011-06-29 上海电气集团股份有限公司 Method for simulating permanent-magnetic linear synchronous motor
CN103853891A (en) * 2014-03-21 2014-06-11 西北工业大学 Finite element analysis-based variable-element permanent magnet synchronous motor modeling method
CN107359838A (en) * 2017-08-28 2017-11-17 南京理工大学 A kind of ultrahigh speed permagnetic synchronous motor based on limited element analysis technique is without sensor rotation speed and location estimation method

Patent Citations (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN102110179A (en) * 2009-12-29 2011-06-29 上海电气集团股份有限公司 Method for simulating permanent-magnetic linear synchronous motor
CN103853891A (en) * 2014-03-21 2014-06-11 西北工业大学 Finite element analysis-based variable-element permanent magnet synchronous motor modeling method
CN107359838A (en) * 2017-08-28 2017-11-17 南京理工大学 A kind of ultrahigh speed permagnetic synchronous motor based on limited element analysis technique is without sensor rotation speed and location estimation method

Non-Patent Citations (2)

* Cited by examiner, † Cited by third party
Title
王晋: "多相永磁电机的理论分析及其控制研究", 《中国博士学位论文全文数据库(工程科技Ⅱ辑)》 *
郭中醒 等: "《现代汽车电机技术》", 31 January 2015 *

Cited By (7)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN109977626A (en) * 2019-05-08 2019-07-05 广东工业大学 A kind of calculation method and equipment of the weak magnetism speed expansion ability of permanent magnet synchronous motor
CN109977626B (en) * 2019-05-08 2023-04-07 广东工业大学 Method and equipment for calculating flux weakening and speed expanding capacity of permanent magnet synchronous motor
CN110795849A (en) * 2019-10-30 2020-02-14 南京工程学院 Three-dimensional analytic calculation method for electromagnetic torque of permanent magnet eddy current coupler
CN110795849B (en) * 2019-10-30 2023-09-22 南京工程学院 Electromagnetic torque three-dimensional analysis and calculation method for permanent magnet eddy current coupler
CN111707938A (en) * 2020-06-29 2020-09-25 北京理工大学 Motor simulator based on finite element reverse lookup table model
US11366944B2 (en) 2020-08-24 2022-06-21 Mitsubishi Electric Research Laboratories, Inc. Modeling interior permanent magnet synchronous machines considering permeability of rotor
CN112968650A (en) * 2021-03-23 2021-06-15 武汉理工大学 Motor noise reduction method and device based on reduced order model vibration feedback control

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