CN111245328B - Permanent magnet synchronous motor control method combining table look-up method with regulator - Google Patents

Permanent magnet synchronous motor control method combining table look-up method with regulator Download PDF

Info

Publication number
CN111245328B
CN111245328B CN201911304852.9A CN201911304852A CN111245328B CN 111245328 B CN111245328 B CN 111245328B CN 201911304852 A CN201911304852 A CN 201911304852A CN 111245328 B CN111245328 B CN 111245328B
Authority
CN
China
Prior art keywords
axis
regulator
axis current
value
given
Prior art date
Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
Active
Application number
CN201911304852.9A
Other languages
Chinese (zh)
Other versions
CN111245328A (en
Inventor
刘计龙
肖飞
张伟伟
麦志勤
连传强
高山
陈鹏
朱志超
李科峰
Current Assignee (The listed assignees may be inaccurate. Google has not performed a legal analysis and makes no representation or warranty as to the accuracy of the list.)
Naval University of Engineering PLA
Original Assignee
Naval University of Engineering PLA
Priority date (The priority date is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the date listed.)
Filing date
Publication date
Application filed by Naval University of Engineering PLA filed Critical Naval University of Engineering PLA
Priority to CN201911304852.9A priority Critical patent/CN111245328B/en
Publication of CN111245328A publication Critical patent/CN111245328A/en
Application granted granted Critical
Publication of CN111245328B publication Critical patent/CN111245328B/en
Active legal-status Critical Current
Anticipated expiration legal-status Critical

Links

Images

Classifications

    • 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
    • H02P21/22Current control, e.g. using a current control loop
    • 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
    • H02P21/0085Arrangements or methods for the control of electric machines by vector control, e.g. by control of field orientation specially adapted for high speeds, e.g. above nominal speed
    • H02P21/0089Arrangements or methods for the control of electric machines by vector control, e.g. by control of field orientation specially adapted for high speeds, e.g. above nominal speed using field weakening
    • 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
    • H02P21/14Estimation or adaptation of machine parameters, e.g. flux, current or voltage
    • H02P21/20Estimation of torque

Abstract

The invention provides a permanent magnet synchronous motor control method combining a table look-up method with a regulator, which comprises the following steps: respectively designing a d-axis current given two-dimensional table and a q-axis current given two-dimensional table, and respectively inquiring the d-axis current given two-dimensional table and the q-axis current given two-dimensional table to obtain a d-axis basic current given table and a q-axis basic current given table; setting a torque regulator, wherein the output of the torque regulator is a q-axis current additional regulating quantity; and setting a weak magnetic regulator, wherein the output of the weak magnetic regulator is d-axis current additional regulating quantity, the finally used d-axis current set value is the sum of d-axis basic current set and d-axis current additional regulating quantity, and the finally used q-axis current set value is the sum of q-axis basic current set and q-axis current additional regulating quantity. The invention can give consideration to both the dynamic response performance and the control precision of the system.

Description

Permanent magnet synchronous motor control method combining table look-up method with regulator
Technical Field
The invention relates to the technical field of permanent magnet synchronous motor control, in particular to a permanent magnet synchronous motor control method combining a table look-up method and a regulator.
Background
Compared with an asynchronous traction motor, the permanent magnet synchronous traction motor has the advantages of high power factor, high system efficiency, large torque density, small capacity of a frequency converter and strong dynamic response capability. Particularly, in the last two decades, rare earth permanent magnet materials are rapidly developed, and novel permanent magnet materials have the characteristics of high residual magnetic density, high magnetic energy product, high coercive force and the like, so that the permanent magnet synchronous motor is rapidly developed. Most of motors used in daily life are three-phase motors, and the double three-phase motors can realize larger output torque under smaller winding current, so that the power density and the torque density of the motors are improved. The double three-phase permanent magnet synchronous motor has the advantages of a permanent magnet motor and a multi-phase motor, and has bright application prospects in the fields of ship electric propulsion, rail transit traction and electric automobiles.
For the permanent magnet synchronous motor, a rotating speed control mode takes the rotating speed as a control target; the torque control mode is a torque control target. Even in the rotation speed control mode, the output torque control is often used as a means for adjusting the rotation speed. Efficient and accurate torque control is therefore very important for permanent magnet synchronous machines. The rail transit vehicle usually works in a torque control mode, and a tracking torque command is taken as a control target. In addition, for the permanent magnet synchronous motor which needs to operate in a high-speed area, accurate flux weakening control needs to be implemented so as to make up for the problem of insufficient voltage of a direct current bus of the inverter. The high-efficiency and accurate flux weakening control can ensure the stability of the motor and improve the utilization rate of the direct-current bus voltage, and is also very important for the permanent magnet synchronous motor.
Torque control and field weakening control are very important for a permanent magnet synchronous motor, and research on a high-performance control method which can realize both torque control and field weakening control in a high-speed region of the motor is more important. The technical background of the invention is a permanent magnet synchronous motor high-performance control method under the conditions of torque control precision, torque response speed, flux weakening control precision and flux weakening response speed.
One of the methods for controlling a permanent magnet synchronous motor is a lookup table method, and a control block diagram thereof is shown in fig. 1, which is a commonly used method for controlling a motor. In FIG. 1, the direct axis (also called d-axis) current is given and the quadrature axis (also called q-axis) current is given by querying
Figure BDA0002322805840000021
Two-dimensional ammeter and method for measuring current
Figure BDA0002322805840000022
Derived from a two-dimensional ammeter of which the first dimension is given by torque
Figure BDA0002322805840000023
The second dimension is the normalized rotational speed ω of the motoru. The expression of normalized rotation speed is shown in (1) and (2), wherein omegareIs the electrical acceleration of the rotor, VdcIs the DC bus voltage, V, of the invertermIs the maximum phase voltage fundamental wave peak value corresponding to the direct current bus voltage.
Figure BDA0002322805840000024
Figure BDA0002322805840000025
The two-dimensional ammeters can be obtained through finite element model simulation of the motor and also can be obtained through extraction of a large amount of experimental data. The table look-up method can quickly obtain d-axis current given and q-axis current given according to the torque instruction, the motor rotating speed and the direct-current bus voltage condition, and has very good dynamic response performance. Especially above the basic speed of the motor, the motor not only meets the requirement of torque instruction, but also meets the requirement of flux weakening control, and is very simple and efficient. However, the motor parameters may be influenced by the environment during operation, and the motor parameter drift occurs, so that the table look-up method is often difficult to achieve quite high torque control accuracy and flux weakening control accuracy.
A control method of a permanent magnet synchronous motor is also called a regulator method, and a control block diagram thereof is shown in fig. 2, which is also a commonly used control method of a permanent magnet synchronous motor. In the method, firstly, a basic d-axis current given i is obtained through an MTPA control algorithmdMAnd q-axis current given iqMIt is particularly emphasized that the MTPA algorithm herein considers only the torque command of the electric machine, andcalculating optimal d-axis current given i according to motor parametersdMAnd q-axis current given iqMThe motor is made to minimize the winding current amplitude at this torque output, as shown in (3), due to idMAnd iqMThe expression of (A) is too complex, usually obtained by fitting a quadratic polynomial
Figure BDA0002322805840000031
Calculate idMAnd iqMIs described in (1). The MTPA algorithm does not take into account the rotation speed of the motor and the dc bus voltage, and is a theoretical calculation value when the dc bus voltage is sufficiently high.
Figure BDA0002322805840000032
At d-axis current given idMAnd q-axis current given iqMFurther using a torque regulator and a weak magnetic regulator to generate an additional torque regulating current delta iqAnd flux weakening regulation current delta idThe current setpoint calculated by the MTPA algorithm and the additional current setpoint generated by the flux weakening regulator act together as a final d-axis current setpoint and a q-axis current setpoint.
Aiming at a regulator control method of a permanent magnet synchronous motor, initial d-axis current given i obtained by MTPA calculationdMAnd q-axis current given iqMWith d-axis current setting for final use
Figure BDA0002322805840000041
And q-axis current setting
Figure BDA0002322805840000042
There is a large difference, and therefore the output fluctuation range of the torque regulator and the weak magnetic regulator is large. In a high-speed weak magnetic region, if a torque command suddenly changes or bus voltage suddenly drops, the output of a torque regulator and a weak magnetic regulator changes in a large range, the dynamic response performance of a motor is influenced, current loop saturation is easy to generate, and the torque response speed is slow.
In conclusion, the table lookup-based permanent magnet synchronous motor control method has the advantage of good dynamic response performance, and is simple and easy to use. However, the table look-up method cannot be applied to the problem that the motor parameters drift along with the environment, has the problems of low torque control precision and low flux weakening control precision, and is not suitable for being used in high-precision application occasions. The permanent magnet synchronous motor control method based on the regulator has the advantages that the torque control precision and the flux weakening control precision are high, but the output range of the regulator needs to be changed in a large range, and the problem of insufficient dynamic response capability exists.
Disclosure of Invention
The invention aims to provide a permanent magnet synchronous motor control method combining a table look-up method and a regulator aiming at the defects of the prior art, and the dynamic response performance and the control precision of a system can be considered at the same time.
The invention provides a permanent magnet synchronous motor control method combining a table look-up method with a regulator, which is characterized by comprising the following steps of:
respectively designing a d-axis current given two-dimensional table and a q-axis current given two-dimensional table, and respectively inquiring the d-axis current given two-dimensional table and the q-axis current given two-dimensional table according to a torque given value and a normalized rotating speed to obtain a d-axis basic current given value and a q-axis basic current given value;
setting a torque regulator, wherein the given value of the torque regulator is a torque given value, the feedback of the torque regulator is a torque observed value, and the output of the torque regulator is a q-axis current additional regulating quantity;
setting weak magnetic regulator, setting maximum allowable motor fundamental phase voltage peak value as weak magnetic regulator, feedback of weak magnetic regulator being fundamental phase voltage peak value of inverter output, d-axis current additional regulating quantity as weak magnetic regulator output
The finally used given value of the d-axis current is the sum of the given value of the d-axis base current and the additional regulating quantity of the d-axis current, and the finally used given value of the q-axis current is the sum of the given value of the q-axis base current and the additional regulating quantity of the q-axis current.
The technical scheme also comprises the following steps: the d-axis current regulator generates a d-axis voltage component under a two-phase rotating coordinate system according to the difference value of the d-axis current given value and the d-axis current value, and the q-axis current regulator generates a q-axis voltage component according to the difference value of the q-axis current given value and the q-axis current value; respectively carrying out coordinate transformation calculation on the voltage difference components to obtain a voltage control quantity of a d axis and a voltage control quantity of a q axis, and generating a pulse signal for driving an inverter after space vector modulation; the inverter is used for driving the double three-phase permanent magnet synchronous motor.
The technical scheme also comprises the following steps: acquiring a phase current value of the permanent magnet synchronous motor through a current sensor; and the phase current value of the permanent magnet synchronous motor is subjected to coordinate transformation to obtain a d-axis current value and a q-axis current value.
The technical scheme also comprises the following steps: and the d-axis current value and the q-axis current value are subjected to torque observation calculation to obtain a torque observation value.
In the technical scheme, the phase voltage output by the inverter is obtained through the calculation of the d-axis voltage component and the q-axis voltage component.
In the technical scheme, the position of the rotor of the permanent magnet synchronous motor is obtained through the sensor, and the position of the rotor is used for coordinate transformation operation.
In the technical scheme, the output of the weak magnetic regulator is smaller than or larger than zero, and the output of the weak magnetic regulator is smaller than or equal to the difference value between the d-axis current given value and the d-axis base current given value obtained by the MTPA algorithm.
By adopting the technical scheme, the invention has the following beneficial effects:
by adopting the technical scheme of the invention, the defects of the table lookup method control method can be overcome, the problems of low torque control precision and low weak magnetic control precision in the table lookup method are avoided, and the high dynamic response performance of the table lookup method is reserved. By adopting the technical scheme of the invention, the defects of the regulator control method can be overcome, the problem of insufficient dynamic response capability caused by large-range output change of the torque regulator and the weak magnetic regulator is avoided, and the advantages of high torque control precision and weak magnetic control precision of the regulator method are retained. The technical scheme of the invention enables the advantages of two traditional permanent magnet synchronous motor control methods to be complementary, has the advantages of the two traditional methods and overcomes the defects of the two traditional methods.
By adopting the technical scheme of the invention, the base current given i is obtained by using the table lookupdTCausing motor port voltage to be higher than umaxTime, d-axis current additional regulation amount delta id< 0, base current given i using look-up tabledTCausing motor port voltage to be less than umaxTime, d-axis current additional regulation amount delta idIs greater than 0. While also limiting Δ id≤idM-idTA positive additional adjustment amount of the output of the field weakening adjustment in the low speed region is prevented. Therefore, the precision of weak magnetic control can be ensured, and the intervention of a weak magnetic regulator in a low-speed area is prevented.
Drawings
FIG. 1 is a schematic diagram of a PMSM control method based on table lookup
FIG. 2 is a schematic diagram of a PMSM control method based on a torque regulator and a low-magnetic regulator
FIG. 3 is a schematic diagram of a PMSM control method using a lookup table method in combination with a torque regulator and a low-magnetic regulator according to the present invention
Detailed Description
The invention will be further described in detail with reference to the following drawings and specific examples, which are not intended to limit the invention, but are for clear understanding.
As shown in fig. 3, the present invention provides a method for controlling a pmsm in combination with a regulator, which specifically includes the following steps:
designing two-dimensional ammeters, namely a d-axis current given two-dimensional meter and a q-axis current given two-dimensional meter, wherein the first dimension of the two-dimensional ammeters is electromagnetic torque given
Figure BDA0002322805840000071
The second dimension is the normalized rotational speed ω of the motorre/Vm. The two-dimensional ammeters can be obtained through finite element model simulation of the motor and can also be obtained through fitting according to experimental data of the motor. Setting the torque during the operation of the motor
Figure BDA0002322805840000072
And normalized rotation speed omegare/VmAnd obtaining the base current given i of the d axis and the q axis by table lookupdTAnd iqT
The torque regulator is given by
Figure BDA0002322805840000081
The feedback to the torque regulator being a torque observation TecalAnd carrying out torque observation calculation through the d-axis current value and the q-axis current value to obtain a torque observation value. The output of the torque regulator is a q-axis current additional regulation amount delta iq
The weak magnetic regulator is given by the maximum allowable motor fundamental phase voltage peak value umaxThe feedback of the weak magnetic regulator is the fundamental phase voltage peak value output by the inverter and passes through the d-axis voltage component vdAnd q-axis voltage component vqCalculating to obtain a fundamental phase voltage peak value output by the inverter; the output of the weak magnetic regulator is d-axis current additional regulating quantity delta id
Base current is given by idTAnd flux weakening to regulate additional current given by Δ idSumming to obtain the final d-axis current specification
Figure BDA0002322805840000082
Base current is given by iqTAnd torque regulation additional current given Δ iqSumming to obtain final q-axis current set
Figure BDA0002322805840000083
Using current setting
Figure BDA0002322805840000084
And
Figure BDA0002322805840000085
and implementing a conventional vector control strategy for the permanent magnet synchronous motor.
Wherein the output Δ i of the weak magnetic regulatordThe value of (A) can be larger than zero or smaller than zero, and the magnetic regulator is a weak magnetic regulator capable of outputting in two directions, and the weak magnetic regulator can output in two directionsUnlike a conventional unidirectional output weak magnetic regulator, in the unidirectional output weak magnetic regulator, Δ idMust be less than zero. In a weakly magnetic regulator with bidirectional output, Δ idMust satisfy the clipping condition Δ id≤idM-idTWherein i isdMI.e. d-axis current given by calculation of the MTPA algorithm
Figure BDA0002322805840000086
d-axis current regulator setting value according to d-axis current
Figure BDA0002322805840000087
And d-axis current value idThe difference value of the q-axis current regulator generates a d-axis voltage component under a two-phase rotating coordinate system, and the q-axis current regulator gives a value according to the q-axis current
Figure BDA0002322805840000088
And q-axis current value iqGenerating a q-axis voltage component; respectively carrying out coordinate transformation calculation on the voltage difference components to obtain a voltage control quantity of a d axis and a voltage control quantity of a q axis, and generating a pulse signal for driving an inverter after space vector modulation; the inverter is used for driving the double three-phase permanent magnet synchronous motor.
Acquiring a phase current value of the permanent magnet synchronous motor through a current sensor; and the phase current value of the permanent magnet synchronous motor is subjected to coordinate transformation to obtain a d-axis current value and a q-axis current value.
In the technical scheme, the position of the rotor of the permanent magnet synchronous motor is obtained through the sensor, and the position of the rotor is used for coordinate transformation operation. The rotor speed and the rotor position used in the control method can be obtained by a mechanical position sensor such as a rotary transformer and can also be obtained by calculation through a rotor position and rotating speed estimation algorithm.
Details not described in this specification are within the skill of the art that are well known to those skilled in the art.

Claims (5)

1. A method for controlling a permanent magnet synchronous motor by combining a table look-up method with a regulator is characterized by comprising the following steps:
respectively designing a d-axis current given two-dimensional table and a q-axis current given two-dimensional table, wherein the two current given two-dimensional tables are obtained through finite element model simulation of the motor or fitting according to experimental data of the motor; the first dimension of the current given two-dimensional table is given by electromagnetic torque, and the second dimension is the normalized rotating speed of the motor; respectively inquiring a d-axis current given two-dimensional table and a q-axis current given two-dimensional table according to the given torque and the normalized rotating speed to obtain a d-axis basic current given value and a q-axis basic current given value;
setting a torque regulator, wherein the given value of the torque regulator is a given torque, the feedback of the torque regulator is a torque observed value, and the torque observed value is obtained by carrying out torque observation calculation through a d-axis current value and a q-axis current value; the output of the torque regulator is a q-axis current additional adjustment amount;
setting a weak magnetic regulator, wherein the given value of the weak magnetic regulator is the maximum allowable motor fundamental phase voltage peak value, and the feedback of the weak magnetic regulator is the fundamental phase voltage peak value output by the inverter; calculating to obtain a fundamental phase voltage peak value output by the inverter through the d-axis voltage component and the q-axis voltage component; the output of the weak magnetic regulator is a d-axis current additional regulating quantity;
the finally used d-axis current given value is the sum of the d-axis base current given value and the d-axis current additional regulating quantity, and the finally used q-axis current given value is the sum of the q-axis base current given value and the q-axis current additional regulating quantity;
wherein the rotation speed omega is normalizeduThe expression of (A) is shown in the formulas (1) and (2), omegareIs the electrical acceleration of the rotor, VdcIs the DC bus voltage, V, of the invertermIs the maximum phase voltage fundamental wave peak value corresponding to the direct current bus voltage;
Figure FDA0003334940900000011
Figure FDA0003334940900000012
2. the lookup table method in combination with the regulator of claim 1 further comprising the steps of: the d-axis current regulator generates a d-axis voltage component under a two-phase rotating coordinate system according to the difference value of the d-axis current given value and the d-axis current value, and the q-axis current regulator generates a q-axis voltage component according to the difference value of the q-axis current given value and the q-axis current value; respectively carrying out coordinate transformation calculation on the voltage difference components to obtain a voltage control quantity of a d axis and a voltage control quantity of a q axis, and generating a pulse signal for driving an inverter after space vector modulation; the inverter is used for driving the double three-phase permanent magnet synchronous motor.
3. The lookup table method in combination with the regulator of claim 2, further comprising the steps of: acquiring a phase current value of the permanent magnet synchronous motor through a current sensor; and the phase current value of the permanent magnet synchronous motor is subjected to coordinate transformation to obtain a d-axis current value and a q-axis current value.
4. The PMSM control method of claim 3, wherein the rotor position of the PMSM is obtained by a sensor, and the rotor position is used for coordinate transformation operation.
5. The method of claim 4 wherein the output of the low-field regulator is less than or equal to zero and the output of the low-field regulator is less than or equal to the difference between the d-axis current setpoint and the d-axis base current setpoint from the MTPA algorithm.
CN201911304852.9A 2019-12-17 2019-12-17 Permanent magnet synchronous motor control method combining table look-up method with regulator Active CN111245328B (en)

Priority Applications (1)

Application Number Priority Date Filing Date Title
CN201911304852.9A CN111245328B (en) 2019-12-17 2019-12-17 Permanent magnet synchronous motor control method combining table look-up method with regulator

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
CN201911304852.9A CN111245328B (en) 2019-12-17 2019-12-17 Permanent magnet synchronous motor control method combining table look-up method with regulator

Publications (2)

Publication Number Publication Date
CN111245328A CN111245328A (en) 2020-06-05
CN111245328B true CN111245328B (en) 2022-03-29

Family

ID=70867881

Family Applications (1)

Application Number Title Priority Date Filing Date
CN201911304852.9A Active CN111245328B (en) 2019-12-17 2019-12-17 Permanent magnet synchronous motor control method combining table look-up method with regulator

Country Status (1)

Country Link
CN (1) CN111245328B (en)

Families Citing this family (5)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN111800045B (en) * 2020-07-20 2022-01-18 浙江零跑科技股份有限公司 Vector stepless flux weakening method of permanent magnet synchronous motor
CN111865165B (en) * 2020-08-03 2021-07-30 上海电气风电集团股份有限公司 Control method, system, medium and electronic device of squirrel-cage asynchronous generator
CN112290841B (en) * 2020-10-10 2022-03-18 珠海格力节能环保制冷技术研究中心有限公司 Permanent magnet synchronous motor control method and device, electronic equipment and storage medium
CN112803849A (en) * 2020-12-31 2021-05-14 天津瑞能电气有限公司 Permanent magnet synchronous motor full speed range position-sensorless control method
CN117081442A (en) * 2022-05-09 2023-11-17 开利公司 Method for controlling an asynchronous induction motor, control device and motor system

Citations (4)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN101396976A (en) * 2007-09-25 2009-04-01 奇瑞汽车股份有限公司 Electric machine control method and device in hybrid motor
CN108377116A (en) * 2018-04-11 2018-08-07 东软集团股份有限公司 A kind of the current work point given system and method for permanent magnet AC motor
CN108551287A (en) * 2018-03-21 2018-09-18 中国人民解放军海军工程大学 Built-in automotive PMSM Drive System torque closed loop control method
CN109194221A (en) * 2018-11-16 2019-01-11 福州大学 A kind of novel permanent magnet synchronous motor is tabled look-up field weakening control method

Family Cites Families (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
KR101562419B1 (en) * 2011-07-05 2015-10-22 엘에스산전 주식회사 Apparatus for operating interior permanent magnet synchronous machine

Patent Citations (4)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN101396976A (en) * 2007-09-25 2009-04-01 奇瑞汽车股份有限公司 Electric machine control method and device in hybrid motor
CN108551287A (en) * 2018-03-21 2018-09-18 中国人民解放军海军工程大学 Built-in automotive PMSM Drive System torque closed loop control method
CN108377116A (en) * 2018-04-11 2018-08-07 东软集团股份有限公司 A kind of the current work point given system and method for permanent magnet AC motor
CN109194221A (en) * 2018-11-16 2019-01-11 福州大学 A kind of novel permanent magnet synchronous motor is tabled look-up field weakening control method

Non-Patent Citations (1)

* Cited by examiner, † Cited by third party
Title
《永磁同步电机弱磁控制策略研究》;陈宇峥;《中国优秀硕士学位论文全文数据库 工程科技II辑》;20180615;全文 *

Also Published As

Publication number Publication date
CN111245328A (en) 2020-06-05

Similar Documents

Publication Publication Date Title
CN111245328B (en) Permanent magnet synchronous motor control method combining table look-up method with regulator
CN110581680B (en) Vector control and flux weakening method and system of embedded permanent magnet synchronous motor
Sun et al. Extension of virtual-signal-injection-based MTPA control for interior permanent-magnet synchronous machine drives into the field-weakening region
CN109194221B (en) Permanent magnet synchronous motor lookup flux-weakening control method
EP3002872B1 (en) Methods of estimating rotor magnet temperature and systems thereof
CN107592047B (en) Self-adaptive weak magnetic control method for permanent magnet synchronous motor
Kim et al. Maximum voltage utilization of IPMSMs using modulating voltage scalability for automotive applications
CN109818541B (en) Memory motor winding multiplexing control method and system for flux linkage observation
CN102647134B (en) Efficiency optimization control method without angle sensor for permanent magnet synchronous motor
WO2022133892A1 (en) Permanent magnet synchronous motor mtpa control method and apparatus, system and device
CN108390612B (en) Permanent magnet synchronous motor flux weakening control method based on table lookup mode
Sun et al. Integration of FOC with DFVC for interior permanent magnet synchronous machine drives
CN111884552A (en) Permanent magnet synchronous motor flux weakening optimization control method and system based on voltage feedback
CN110661461B (en) Compressor permanent magnet synchronous motor control method and device and air conditioner
CN110635740A (en) Permanent magnet synchronous motor vector control method based on voltage feedforward compensation strategy
Yang et al. Stepwise magnetization control strategy for DC-magnetized memory machine
Chen et al. Development of FW and MTPV control for SynRM via feedforward voltage angle control
Fang et al. A modified flux-weakening control method of PMSM based on the dq current cross-coupling effect
CN117277878A (en) Motor load starting control method based on phase angle compensation
CN112448631A (en) Permanent magnet synchronous motor field weakening control method and device based on overmodulation
Kadum New adaptive hysteresis band width control for direct torque control of induction machine drives
Qiu et al. Torque-angle-based direct torque control for interior permanent-magnet synchronous motor drivers in electric vehicles
CN114157193B (en) Optimization interpolation type synchronous motor torque pulsation suppression control method and system
Ismail et al. Improved torque ripple reduction method for surface-mounted permanent magnet synchronous motor in flux-weakening region
CN109660164B (en) Device and method for controlling depth flux weakening of permanent magnet synchronous motor

Legal Events

Date Code Title Description
PB01 Publication
PB01 Publication
SE01 Entry into force of request for substantive examination
SE01 Entry into force of request for substantive examination
GR01 Patent grant
GR01 Patent grant