CN105356806A - Permanent-magnet synchronous motor sensorless control method adopting square-wave injection - Google Patents

Permanent-magnet synchronous motor sensorless control method adopting square-wave injection Download PDF

Info

Publication number
CN105356806A
CN105356806A CN201510727751.8A CN201510727751A CN105356806A CN 105356806 A CN105356806 A CN 105356806A CN 201510727751 A CN201510727751 A CN 201510727751A CN 105356806 A CN105356806 A CN 105356806A
Authority
CN
China
Prior art keywords
signal
synchronous motor
control shaft
shaft system
theta
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.)
Pending
Application number
CN201510727751.8A
Other languages
Chinese (zh)
Inventor
徐殿国
张国强
王高林
倪荣刚
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.)
Harbin Institute of Technology
Original Assignee
Harbin Institute of Technology
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 Harbin Institute of Technology filed Critical Harbin Institute of Technology
Priority to CN201510727751.8A priority Critical patent/CN105356806A/en
Publication of CN105356806A publication Critical patent/CN105356806A/en
Pending legal-status Critical Current

Links

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
    • H02P21/13Observer control, e.g. using Luenberger observers or Kalman filters

Landscapes

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

Abstract

A permanent-magnet synchronous motor sensorless control method adopting square-wave injection belongs to the field of motor control. The invention aims to solve the problem that the permanent-magnet synchronous motor is applicable to low-speed sensorless control technologies and the traditional sine signal injection method demands high injection frequency and is of poor dynamic performance. First, a square-wave voltage signal is injected to a control shafting; then, the signal is processed based on excited current response under an observation shafting which lags behind the control shafting by 45 degrees to obtain a position deviation signal; and finally, the observed value of the rotor position is obtained through a Luenberger observer. The method of the invention is applicable to permanent-magnet synchronous motor sensorless control.

Description

A kind of permagnetic synchronous motor method for controlling position-less sensor adopting Square wave injection
Technical field
The invention belongs to Motor Control Field, relate to a kind of based on square-wave signal inject be applicable to low speed (zero-speed) permagnetic synchronous motor method for controlling position-less sensor.
Background technology
In recent years, Permanent-magnet Synchronous-motor Speed Servo System becomes the study hotspot in Prospect of AC Adjustable Speed Drive field gradually.Trace it to its cause, compared with traditional asynchronous machine, the advantage of permagnetic synchronous motor is: structure is simple, volume is little, lightweight, reliable, power density is high, good speed adjustment features etc., permagnetic synchronous motor has become the ideal chose of frequency control electric drive system, and its application is very extensive.According to the difference of permanent-magnetic synchronous motor rotor magnet structure, surface-mount type and built-in two kinds can be divided into.
At present, in the application of high-performance permanent magnet synchronous machine governing system, usual needs install the mechanical location detecting elements such as photoelectric encoder, resolver or Hall element to obtain rotor magnetic pole position information at motor shaft ends, but the installation of position transducer brings, and system cost increases, volume increases, reliability reduces problems, and limits the application scenario of permagnetic synchronous motor.Therefore, Low-cost, strong robustness position-sensor-free method for controlling permanent magnet synchronous motor, become the study hotspot in AC Motor Control technical field.
According to the scope of application of permagnetic synchronous motor position-sensor-free technology, usually two classes are divided into: a class is the position-sensor-free technology being applicable to high speed, another kind of is the position-sensor-free technology being applicable to low speed (zero-speed), realizes respectively according to motor fundamental frequency Mathematical Modeling and salient-pole structure characteristic.The back electromotive force that the permagnetic synchronous motor position-sensor-free technology being applicable to high speed is encouraged by fundamental frequency or flux linkage model observe rotor-position/velocity information, are referred to as modelling.The position-sensor-free technology being applicable to low speed (zero-speed) needs to inject high-frequency auxiliaring signal usually, carry out signal transacting by sampling high frequency response and then realize rotor-position observation, becoming the effective solution that current permagnetic synchronous motor position Sensorless Control low speed (zero-speed) is run.
But it is higher to Injection Signal frequency requirement that traditional sinusoidal signal injects form, especially under the condition that big-power transducer carrier frequency is lower because injected frequency and the less position error signal that causes of running frequency frequency difference extract difficulty.In addition, traditional high-frequency auxiliaring signal method for implanting being applicable to the operation of low speed (zero-speed) position-sensor-free, usually high frequency response signal is separated with fundamental frequency signal, position error signal extracts, and then limits the dynamic property of New method for sensorless control technique of PMSM to need to adopt filter to realize.Therefore, for New method for sensorless control technique of PMSM, inject form for square-wave signal, simplify signal processing, cancel filter effect, most important to its dynamic response capability of raising.
Summary of the invention
The present invention seeks to solve the existing permagnetic synchronous motor Sensorless Control Technique being applicable to low speed (zero-speed), need to adopt filter at signal processing, the problems such as dynamic performance is poor, provide a kind of permagnetic synchronous motor method for controlling position-less sensor adopting Square wave injection.
Adopt a permagnetic synchronous motor method for controlling position-less sensor for Square wave injection, it is characterized in that, the method comprises the following steps:
Step one, based on permagnetic synchronous motor high frequency Mathematical Modeling, inject square wave voltage signal at Control Shaft system d axle, and high-frequency current response signal and fundamental frequency signal under extracting Control Shaft system;
High-frequency current response signal and fundamental frequency signal under extraction Control Shaft system described in step one, this leaching process is without the need to using filter, and leaching process is:
Step is one by one, by Park conversion by the three-phase current i obtained that samples a, i b, i cunder transforming to Control Shaft system, obtain current signal i under Control Shaft system d, i q, wherein, for position detection value; Its process is:
i d i q = 2 3 cos θ ^ e cos ( θ ^ e - 2 π 3 ) cos ( θ ^ e + 2 π 3 ) - sin θ ^ e - sin ( θ ^ e - 2 π 3 ) - sin ( θ ^ e + 2 π 3 ) i a i b i c
Step one two, obtain high-frequency current response signal i under Control Shaft system by doing difference process dh(k), i qh(k), wherein, k is sampling instant; Its process is:
i d h ( k ) = i d ( k ) - i d ( k - 1 ) 2 i q h ( k ) = i q ( k ) - i q ( k - 1 ) 2 ;
Step one three, obtain fundamental frequency signal i under Control Shaft system by summation process d1(k), i q1(k), its process is:
i d 1 ( k ) = i d ( k ) + i d ( k - 1 ) 2 i q 1 ( k ) = i q ( k ) + i q ( k - 1 ) 2 .
High-frequency current response signal under Control Shaft system is transformed to Observing axis system by step 2, employing coordinate transform, obtains position error signal by signal transacting;
High-frequency current response signal under Control Shaft system is transformed to Observing axis system by the employing coordinate transform described in step 2, obtains position error signal by signal transacting, and this leaching process is without the need to introducing low pass filter, and leaching process is as follows:
Step 2 one, by Park conversion by high-frequency current response signal i under Control Shaft system dh(k), i qhk (), obtains under transforming to the Observing axis system of Delay control axle system 45 ° of electrical degrees its detailed process is:
i d h m i q h m = c o s π 4 - s i n π 4 s i n π 4 cos π 4 i d h i q h ;
Step 2 two, obtain position error signal ε by difference processing e, its detailed process is:
ϵ e = [ i q h m ( k ) - i d h m ( k ) ] - [ i q h m ( k - 1 ) - i d h m ( k - 1 ) ] = [ i q h m ( k ) - i q h m ( k - 1 ) ] - [ i d h m ( k ) - i d h m ( k - 1 ) ] .
Step 3, the Luenberger observer passed through based on mechanical model obtain rotor-position measured value.
The Luenberger observer passed through based on mechanical model described in step 3 obtains rotor-position measured value, and wherein, the Luenberger observer based on mechanical model realizes without delayed phase, and rotational speed extraction is without the need to low pass filter.
Beneficial effect: permagnetic synchronous motor low speed (zero-speed) Sensorless Control Technique injected based on square-wave signal that the present invention adopts, signal processing method is simple, reliable and practical, without the need to adopting filter, improve New method for sensorless control technique of PMSM dynamic property; Can be widely applied in control system for permanent-magnet synchronous motor, not need extra hardware expense, good control performance can be obtained.
The invention provides a kind of rotor position observation method injected based on square-wave signal, its signal processing, without the need to adopting filter, effectively can improve permagnetic synchronous motor position-sensorless control system low speed (zero-speed) dynamic response capability.The present invention is applicable to permagnetic synchronous motor position Sensorless Control.
Accompanying drawing explanation
Fig. 1 is a kind of theory diagram adopting the permagnetic synchronous motor method for controlling position-less sensor of Square wave injection;
Fig. 2 is injecting voltage and response current schematic diagram;
Fig. 3 is that Control Shaft system high-frequency current response signal is separated block diagram with fundamental frequency signal;
Fig. 4 is position error signal leaching process block diagram;
Fig. 5 is the Luenberger rotor-position observer theory diagram based on mechanical model;
Fig. 6 is the coordinate system relation schematic diagram that a kind of permagnetic synchronous motor method for controlling position-less sensor adopting square-wave signal to inject relates to.
Embodiment
Embodiment one, illustrate present embodiment referring to figs. 1 through Fig. 6, a kind of permagnetic synchronous motor method for controlling position-less sensor adopting Square wave injection described in present embodiment, the method comprises the following steps:
Step one, based on permagnetic synchronous motor high frequency Mathematical Modeling, inject square wave voltage signal at Control Shaft system d axle, and high-frequency current response signal and fundamental frequency signal under extracting Control Shaft system, concrete grammar is as follows:
Step one by one, based on permagnetic synchronous motor high frequency Mathematical Modeling, be f in Control Shaft system d axle injected frequency s=1/T s, amplitude is square wave voltage signal
Carry out Park conversion according to formula (1) and current signal i under Control Shaft system can be obtained d, i q, wherein, for position detection value;
i d i q = 2 3 cos θ ^ e cos ( θ ^ e - 2 π 3 ) cos ( θ ^ e + 2 π 3 ) - sin θ ^ e - sin ( θ ^ e - 2 π 3 ) - sin ( θ ^ e + 2 π 3 ) i a i b i c - - - ( 1 )
Step one two, obtain high-frequency current response signal i under Control Shaft system according to formula (2) by doing difference process dh(k) and i qh(k), wherein, k is sampling instant;
i d h ( k ) = i d ( k ) - i d ( k - 1 ) 2 i q h ( k ) = i q ( k ) - i q ( k - 1 ) 2 - - - ( 2 )
Step one three, obtain fundamental frequency signal i under Control Shaft system according to formula (3) by summation process d1(k) and i q1(k),
i d 1 ( k ) = i d ( k ) + i d ( k - 1 ) 2 i q 1 ( k ) = i q ( k ) + i q ( k - 1 ) 2 - - - ( 3 )
High-frequency current response signal under Control Shaft system is transformed to Observing axis system by step 2, employing coordinate transform, and obtain position error signal by signal transacting, concrete grammar is as follows:
Step 2 one, according to formula (4), by Park conversion by high-frequency current response signal i under Control Shaft system dh(k), i qhk (), obtains under transforming to the Observing axis system of Delay control axle system 45 ° of electrical degrees
i d h m i q h m = c o s π 4 - s i n π 4 s i n π 4 cos π 4 i d h i q h - - - ( 4 )
Step 2 two, according to formula (5), obtain position error signal ε by difference processing e,
ϵ e = [ i q h m ( k ) - i d h m ( k ) ] - [ i q h m ( k - 1 ) - i d h m ( k - 1 ) ] = [ i q h m ( k ) - i q h m ( k - 1 ) ] - [ i d h m ( k ) - i d h m ( k - 1 ) ] - - - ( 5 )
Step 3, the Luenberger observer passed through based on mechanical model obtain rotor-position measured value.
Indicate item: all angles mentioned in the present invention are electrical degree.
Permanent magnet synchronous motor is the key link of ac synchronous motor governing system, shown in Figure 6, and getting rotor permanent magnet first-harmonic excitation field axis is d axle, and q axle is along 90 degree, the advanced d axle of direction of rotation, and d-q axle system companion rotor is with angular velocity omega rrotate together, its space coordinates is with the angle of d axle with reference axis a phase between centers represent, regulation a phase place axle---reference axis a phase axle is zero degree.Then initial position angle of rotor for rotor field time initial and the angle between reference axis a phase axle.Delay control axle system of Observing axis system 45 ° of electrical degrees, i.e. d m45 °, the delayed d axle of axle, q m45 °, the delayed q axle of axle.
The present invention adopts square-wave signal to inject and realizes permagnetic synchronous motor low speed (zero-speed) position Sensorless Control, and purport is that the signal processing mode by simplifying cancels filter to the impact of control system dynamic property, improves dynamic response capability.Be described in detail according to Fig. 1-Fig. 5 below:
Suppose to inject high-frequency voltage signal frequency enough high, and much larger than fundamental frequency, so the back electromotive force of permanent magnet, rotational voltage and Stator resistance voltage dropping are negligible, therefore can obtain permagnetic synchronous motor high frequency Mathematical Modeling under Control Shaft system:
u d h u q h = L d q c p i d h i q h - - - ( 6 )
In formula, L d q c = Σ L 1 0 0 1 + Δ L cos ( 2 θ r r ) - sin ( 2 θ r r ) - sin ( 2 θ r r ) - cos ( 2 θ r r ) For permagnetic synchronous motor inductance matrix under Control Shaft system, for average inductance, for differential inductance, for position deviation angle, L d, L qfor dq axle inductance, θ e, for position actual value, measured value.
Formula (6) is transformed to Observing axis system, can obtain
p i d h m i q h m = U d i n j 2 ( ΣL 2 - ΔL 2 ) Σ L - Δ L ( cos ( 2 θ r r ) + sin ( 2 θ r r ) ) Σ L - Δ L ( cos ( 2 θ r r ) - sin ( 2 θ r r ) ) - - - ( 7 )
And then position error signal can be obtained be
p ( i q h m - i d h m ) = U d i n j 2 ( ΣL 2 - ΔL 2 ) · 2 Δ L s i n ( 2 θ e r r ) - - - ( 8 )
And then by first-order difference be similar to, can as Suo Shi formula (5) position error signal form.
With reference to Fig. 1, its control procedure is described:
Gather the three-phase current i of motor PMSM a, i b, i c, and obtain current signal i under Control Shaft system by Park conversion d, i q, current signal i under Control Shaft system d, i qhigh-frequency current response signal i under Control Shaft system is obtained respectively after fundamental frequency is separated with high-frequency signal dh, i qhwith fundamental frequency signal i under Control Shaft system d1, i q1;
High-frequency current response signal i under Control Shaft system dh, i qhposition error signal ε is obtained after deviation signal is extracted e, position error signal ε eposition detection value is obtained after Luenberger observer with rotor feedback angular speed
Angular speed with rotor feedback angular speed do difference, PI computing is carried out to this difference and obtains given value of current value given value of current value with fundamental frequency signal i under Control Shaft system q1do difference, after PI computing is carried out to this difference, obtain q shaft voltage set-point
Given value of current value with fundamental frequency signal i under Control Shaft system d1do difference, after PI computing is carried out to this difference, obtain d shaft voltage set-point
Now, be f in Control Shaft system d axle injected frequency s=1/T s, amplitude is square wave voltage signal d shaft voltage set-point with square wave voltage signal do and obtain d axle input signal
D axle input signal q shaft voltage set-point with position detection value the given voltage of α axle is obtained after Park inverse transformation voltage given with β axle
According to the given voltage of described α axle voltage given with β axle obtain modulation ratio, carry out SVPWM computing, and then the pulse width signal S of generating power device abc; Pulse width signal S abccontrol inverter unit, thus control motor rotation.

Claims (4)

1. adopt a permagnetic synchronous motor method for controlling position-less sensor for Square wave injection, it is characterized in that, the method comprises the following steps:
Step one, based on permagnetic synchronous motor high frequency Mathematical Modeling, inject square wave voltage signal at Control Shaft system d axle, and high-frequency current response signal and fundamental frequency signal under extracting Control Shaft system;
High-frequency current response signal under Control Shaft system is transformed to Observing axis system by step 2, employing coordinate transform, obtains position error signal by signal transacting;
Step 3, the Luenberger observer passed through based on mechanical model obtain rotor-position measured value.
2. a kind of permagnetic synchronous motor method for controlling position-less sensor adopting Square wave injection according to claim 1, it is characterized in that, high-frequency current response signal and fundamental frequency signal under extraction Control Shaft system described in step one, this leaching process is without the need to using filter, and leaching process is:
Step is one by one, by Park conversion by the three-phase current i obtained that samples a, i b, i cunder transforming to Control Shaft system, obtain current signal i under Control Shaft system d, i q, its process is:
i d i q = 2 3 cos θ ^ e cos ( θ ^ e - 2 π 3 ) cos ( θ ^ e + 2 π 3 ) - sin θ ^ e - sin ( θ ^ e - 2 π 3 ) - sin ( θ ^ e + 2 π 3 ) i a i b i c ;
Wherein, for position detection value;
Step one two, obtain high-frequency current response signal i under Control Shaft system by doing difference process dh(k), i qh(k), its process is:
i d h ( k ) = i d ( k ) - i d ( k - 1 ) 2 i q h ( k ) = i q ( k ) - i q ( k - 1 ) 2 ; Wherein, k is sampling instant;
Step one three, obtain fundamental frequency signal i under Control Shaft system by summation process d1(k), i q1(k), its process is:
i d 1 ( k ) = i d ( k ) + i d ( k - 1 ) 2 i q 1 ( k ) = i q ( k ) + i q ( k - 1 ) 2 .
3. a kind of permagnetic synchronous motor method for controlling position-less sensor adopting Square wave injection according to claim 1, it is characterized in that high-frequency current response signal under Control Shaft system is transformed to Observing axis system by the employing coordinate transform described in step 2, position error signal is obtained by signal transacting, this leaching process is without the need to introducing low pass filter, and leaching process is as follows:
Step 2 one, by Park conversion by high-frequency current response signal i under Control Shaft system dh(k), i qhk (), obtains under transforming to the Observing axis system of Delay control axle system 45 ° of electrical degrees its detailed process is:
i d h m i q h m = c o s π 4 - s i n π 4 s i n π 4 cos π 4 i d h i q h ;
Step 2 two, obtain position error signal ε by difference processing e, its detailed process is:
ϵ e = [ i q h m ( k ) - i d h m ( k ) ] - [ i q h m ( k - 1 ) - i d h m ( k - 1 ) ] = [ i q h m ( k ) - i q h m ( k - 1 ) ] - [ i d h m ( k ) - i d h m ( k - 1 ) ] .
4. a kind of permagnetic synchronous motor method for controlling position-less sensor adopting Square wave injection according to claim 1, it is characterized in that the Luenberger observer passed through based on mechanical model described in step 3 obtains rotor-position measured value, wherein, Luenberger observer based on mechanical model realizes without delayed phase, and rotational speed extraction is without the need to low pass filter.
CN201510727751.8A 2015-10-30 2015-10-30 Permanent-magnet synchronous motor sensorless control method adopting square-wave injection Pending CN105356806A (en)

Priority Applications (1)

Application Number Priority Date Filing Date Title
CN201510727751.8A CN105356806A (en) 2015-10-30 2015-10-30 Permanent-magnet synchronous motor sensorless control method adopting square-wave injection

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
CN201510727751.8A CN105356806A (en) 2015-10-30 2015-10-30 Permanent-magnet synchronous motor sensorless control method adopting square-wave injection

Publications (1)

Publication Number Publication Date
CN105356806A true CN105356806A (en) 2016-02-24

Family

ID=55332707

Family Applications (1)

Application Number Title Priority Date Filing Date
CN201510727751.8A Pending CN105356806A (en) 2015-10-30 2015-10-30 Permanent-magnet synchronous motor sensorless control method adopting square-wave injection

Country Status (1)

Country Link
CN (1) CN105356806A (en)

Cited By (17)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN106208872A (en) * 2016-07-27 2016-12-07 西安理工大学 PMSM high frequency voltage Square wave injection method for estimating rotating speed based on immune algorithm
CN107086834A (en) * 2017-05-02 2017-08-22 西北工业大学 The permanent-magnet synchronous motor rotor position delay compensation method evaluation method of Square wave injection
CN107104620A (en) * 2017-04-24 2017-08-29 湖北汽车工业学院 A kind of sensor-free control system of permanent magnet synchronous motor
CN108336937A (en) * 2018-02-27 2018-07-27 武汉理工大学 A kind of permanent-magnet synchronous motor rotor position error compensating method based on High Frequency Injection
CN108574443A (en) * 2017-03-07 2018-09-25 Ls产电株式会社 The device and method of the initial position of rotor for estimating motor
CN108599651A (en) * 2018-05-15 2018-09-28 华中科技大学 Induction machine Speedless sensor drive control method based on virtual voltage injection
CN108900131A (en) * 2018-07-11 2018-11-27 山东大学 Durface mounted permanent magnet synchronous motor low speed vector control without position sensor System and method for
CN109302111A (en) * 2018-10-17 2019-02-01 山东大学 The hybrid position observer and position-sensor-free servo-system of permanent magnet synchronous motor
CN109617487A (en) * 2018-11-14 2019-04-12 创驱(上海)新能源科技有限公司 Permanent-magnet synchronous motor rotor position observation method based on high-frequency voltage signal injection
CN110176881A (en) * 2019-06-06 2019-08-27 哈尔滨工业大学 Magneto method for controlling position-less sensor based on mixing random signal injection
FR3083863A1 (en) * 2018-07-16 2020-01-17 Renault S.A.S METHOD FOR ESTIMATING THE SPEED AND POSITION OF A ROTOR OF A SYNCHRONOUS COIL ROTOR MACHINE
CN110710098A (en) * 2017-09-07 2020-01-17 Zf 腓德烈斯哈芬股份公司 Apparatus and method for controlling operation of motor
CN110907868A (en) * 2019-12-13 2020-03-24 中国人民解放军国防科技大学 Giant magneto-impedance sensor probe excitation and signal acquisition synchronization system and giant magneto-impedance sensor
CN111130408A (en) * 2020-01-07 2020-05-08 华中科技大学 Improved Luenberger speed observation method and system
CN112653360A (en) * 2020-04-15 2021-04-13 北方工业大学 High-speed permanent magnet synchronous motor position-sensorless control method
CN112886877A (en) * 2021-01-14 2021-06-01 南京巍川科技有限公司 Motor rotor positioning method based on high-frequency injection
CN114844396A (en) * 2022-03-08 2022-08-02 四川大学 IPMSM (intelligent power management System) MTPA (maximum Transmission Power Amplifier) control method without position sensor

Citations (2)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN104135198A (en) * 2014-06-27 2014-11-05 正频企业股份有限公司 Estimation method for rotor angle of permanent-magnet synchronous motor
CN104660140A (en) * 2015-01-16 2015-05-27 南京航空航天大学 Permanent magnet synchronous motor initial position detection method based on high-frequency current signal injection

Patent Citations (2)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN104135198A (en) * 2014-06-27 2014-11-05 正频企业股份有限公司 Estimation method for rotor angle of permanent-magnet synchronous motor
CN104660140A (en) * 2015-01-16 2015-05-27 南京航空航天大学 Permanent magnet synchronous motor initial position detection method based on high-frequency current signal injection

Non-Patent Citations (5)

* Cited by examiner, † Cited by third party
Title
GUO ZHEN等: "Improved square-wave voltage injection method for sensorless control of PMSM and its adaptability to motor parameter variations", 《 ELECTRICAL MACHINES AND SYSTEMS (ICEMS), 2014 17TH INTERNATIONAL CONFERENCE ON》 *
YOUNG-DOO YOON等: "High-Bandwidth Sensorless Algorithm for AC Machines Based on Square-Wave-Type Voltage Injection", 《IEEE TRANSACTIONS ON INDUSTRY APPLICATIONS》 *
YUE ZHAO等: "Sensorless control of surface-mounted permanent-magnet synchronous machines for low-speed operation based on high-frequency square-wave voltage injection", 《INDUSTRY APPLICATIONS SOCIETY ANNUAL MEETING, 2013 IEEE》 *
王莉娜等: "PMSM无传感器初始位置检测及低速运行研究", 《电子技术》 *
王莉娜等: "基于高频方波信号注入的PMSM无传感器低速运行研究", 《电气传动》 *

Cited By (27)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN106208872A (en) * 2016-07-27 2016-12-07 西安理工大学 PMSM high frequency voltage Square wave injection method for estimating rotating speed based on immune algorithm
CN106208872B (en) * 2016-07-27 2019-05-28 西安理工大学 PMSM high frequency voltage Square wave injection method for estimating rotating speed based on immune algorithm
CN108574443A (en) * 2017-03-07 2018-09-25 Ls产电株式会社 The device and method of the initial position of rotor for estimating motor
CN108574443B (en) * 2017-03-07 2021-06-18 Ls产电株式会社 Apparatus and method for estimating initial position of rotor of motor
CN107104620A (en) * 2017-04-24 2017-08-29 湖北汽车工业学院 A kind of sensor-free control system of permanent magnet synchronous motor
CN107086834A (en) * 2017-05-02 2017-08-22 西北工业大学 The permanent-magnet synchronous motor rotor position delay compensation method evaluation method of Square wave injection
CN110710098A (en) * 2017-09-07 2020-01-17 Zf 腓德烈斯哈芬股份公司 Apparatus and method for controlling operation of motor
CN110710098B (en) * 2017-09-07 2023-12-01 Zf 腓德烈斯哈芬股份公司 Apparatus and method for controlling operation of motor
CN108336937A (en) * 2018-02-27 2018-07-27 武汉理工大学 A kind of permanent-magnet synchronous motor rotor position error compensating method based on High Frequency Injection
CN108599651A (en) * 2018-05-15 2018-09-28 华中科技大学 Induction machine Speedless sensor drive control method based on virtual voltage injection
CN108599651B (en) * 2018-05-15 2020-07-03 华中科技大学 Virtual voltage injection-based speed sensorless driving control method for induction motor
CN108900131A (en) * 2018-07-11 2018-11-27 山东大学 Durface mounted permanent magnet synchronous motor low speed vector control without position sensor System and method for
CN112425062A (en) * 2018-07-16 2021-02-26 雷诺股份公司 Method for estimating the speed and position of the rotor of a wound rotor synchronous machine
WO2020016002A1 (en) * 2018-07-16 2020-01-23 Renault S.A.S Method for estimating the speed and position of a rotor of a wound-rotor synchronous machine
FR3083863A1 (en) * 2018-07-16 2020-01-17 Renault S.A.S METHOD FOR ESTIMATING THE SPEED AND POSITION OF A ROTOR OF A SYNCHRONOUS COIL ROTOR MACHINE
CN109302111A (en) * 2018-10-17 2019-02-01 山东大学 The hybrid position observer and position-sensor-free servo-system of permanent magnet synchronous motor
CN109617487A (en) * 2018-11-14 2019-04-12 创驱(上海)新能源科技有限公司 Permanent-magnet synchronous motor rotor position observation method based on high-frequency voltage signal injection
CN109617487B (en) * 2018-11-14 2022-03-01 创驱(上海)新能源科技有限公司 Permanent magnet synchronous motor rotor position observation method based on high-frequency voltage signal injection
CN110176881B (en) * 2019-06-06 2020-10-27 哈尔滨工业大学 Permanent magnet motor position sensorless control method based on mixed random signal injection
CN110176881A (en) * 2019-06-06 2019-08-27 哈尔滨工业大学 Magneto method for controlling position-less sensor based on mixing random signal injection
CN110907868B (en) * 2019-12-13 2022-09-02 中国人民解放军国防科技大学 Giant magneto-impedance sensor probe excitation and signal acquisition synchronization method and system and giant magneto-impedance sensor
CN110907868A (en) * 2019-12-13 2020-03-24 中国人民解放军国防科技大学 Giant magneto-impedance sensor probe excitation and signal acquisition synchronization system and giant magneto-impedance sensor
CN111130408A (en) * 2020-01-07 2020-05-08 华中科技大学 Improved Luenberger speed observation method and system
CN112653360A (en) * 2020-04-15 2021-04-13 北方工业大学 High-speed permanent magnet synchronous motor position-sensorless control method
CN112653360B (en) * 2020-04-15 2022-05-20 北方工业大学 Control method for high-speed permanent magnet synchronous motor without position sensor
CN112886877A (en) * 2021-01-14 2021-06-01 南京巍川科技有限公司 Motor rotor positioning method based on high-frequency injection
CN114844396A (en) * 2022-03-08 2022-08-02 四川大学 IPMSM (intelligent power management System) MTPA (maximum Transmission Power Amplifier) control method without position sensor

Similar Documents

Publication Publication Date Title
CN105356806A (en) Permanent-magnet synchronous motor sensorless control method adopting square-wave injection
CN103199779B (en) Position observation device and method for rotor of built-in permanent magnetic synchronous motor based on adaptive filtering
CN103501151B (en) A kind of Unposition sensor for permanent magnet linear motor
CN103199788B (en) Permanent magnet synchronous motor rotor position observer
CN104158462B (en) A kind of permagnetic synchronous motor initial position detection method of position-sensor-free
CN102843091B (en) A kind of determination methods of permanent-magnetic synchronous motor rotor initial position
CN103701395B (en) A kind of rotor initial position method of estimation based on positive and negative sequence harmonic injection
CN106655952B (en) A kind of current envelops collimation method detecting permanent-magnetic synchronous motor rotor initial position
CN105227010B (en) A kind of permagnetic synchronous motor position-sensor-free position detection error harmonic pulse removing method
CN102545740A (en) Low-speed position sensorless control method for surface mounted permanent magnet synchronous motor
CN102401626B (en) Method for estimating mounting deviation of permanent magnet synchronous motor rotor position sensor
CN102361430B (en) Position sensor-free vector control device for built-in permanent magnetic synchronous motor
CN102201770A (en) Method for injecting harmonic voltage to restrain harmonic current of PMSM (permanent magnet synchronous motor)
CN102751937A (en) Method for determining initial position angle of rotor of permanent-magnetic synchronous motor
CN102291079A (en) Speed sensor-free control algorithm for direct-drive permanent magnet synchronous wind power generation system
CN103595328A (en) Control method and system of permanent magnet synchronous motor
CN110071674B (en) Position-sensor-free permanent magnet synchronous motor maximum torque current ratio control method
CN103986393A (en) Method for detecting initial position of rotor of permanent magnet synchronous motor
CN105811831A (en) Tracking method of rotor position of salient pole permanent magnet synchronous motor in motion state
CN106208872A (en) PMSM high frequency voltage Square wave injection method for estimating rotating speed based on immune algorithm
CN112332718A (en) Full-speed-domain sensorless composite control system and control method for permanent magnet synchronous motor
CN107302328A (en) The control method of permagnetic synchronous motor position-sensor-free based on low frequency voltage injection method
CN108258963A (en) Permanent-magnet synchronous motor rotor position discrimination method
CN108288936A (en) A kind of permanent-magnetism linear motor low speed method for controlling position-less sensor
CN109951117A (en) A kind of position-sensor-free control system for permanent-magnet synchronous motor

Legal Events

Date Code Title Description
C06 Publication
PB01 Publication
C10 Entry into substantive examination
SE01 Entry into force of request for substantive examination
WD01 Invention patent application deemed withdrawn after publication
WD01 Invention patent application deemed withdrawn after publication

Application publication date: 20160224