CN109379012A - A kind of low speed segment of permanent magnet synchronous machine method for controlling position-less sensor of no high frequency electrocardiography - Google Patents

A kind of low speed segment of permanent magnet synchronous machine method for controlling position-less sensor of no high frequency electrocardiography Download PDF

Info

Publication number
CN109379012A
CN109379012A CN201811188806.2A CN201811188806A CN109379012A CN 109379012 A CN109379012 A CN 109379012A CN 201811188806 A CN201811188806 A CN 201811188806A CN 109379012 A CN109379012 A CN 109379012A
Authority
CN
China
Prior art keywords
formula
vector
zero
low speed
permanent magnet
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.)
Granted
Application number
CN201811188806.2A
Other languages
Chinese (zh)
Other versions
CN109379012B (en
Inventor
吴春
陈子豪
黄希
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.)
Zhejiang University of Technology ZJUT
Original Assignee
Zhejiang University of Technology ZJUT
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 Zhejiang University of Technology ZJUT filed Critical Zhejiang University of Technology ZJUT
Priority to CN201811188806.2A priority Critical patent/CN109379012B/en
Publication of CN109379012A publication Critical patent/CN109379012A/en
Application granted granted Critical
Publication of CN109379012B publication Critical patent/CN109379012B/en
Active legal-status Critical Current
Anticipated expiration legal-status Critical

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
    • H02P21/04Arrangements or methods for the control of electric machines by vector control, e.g. by control of field orientation specially adapted for very low speeds
    • 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
    • H02P21/18Estimation of position or speed
    • 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
    • H02P21/24Vector control not involving the use of rotor position or rotor speed sensors
    • 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
    • H02P27/00Arrangements or methods for the control of AC motors characterised by the kind of supply voltage
    • H02P27/04Arrangements or methods for the control of AC motors characterised by the kind of supply voltage using variable-frequency supply voltage, e.g. inverter or converter supply voltage
    • H02P27/06Arrangements or methods for the control of AC motors characterised by the kind of supply voltage using variable-frequency supply voltage, e.g. inverter or converter supply voltage using dc to ac converters or inverters
    • H02P27/08Arrangements or methods for the control of AC motors characterised by the kind of supply voltage using variable-frequency supply voltage, e.g. inverter or converter supply voltage using dc to ac converters or inverters with pulse width modulation
    • H02P27/12Arrangements or methods for the control of AC motors characterised by the kind of supply voltage using variable-frequency supply voltage, e.g. inverter or converter supply voltage using dc to ac converters or inverters with pulse width modulation pulsing by guiding the flux vector, current vector or voltage vector on a circle or a closed curve, e.g. for direct torque control
    • 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
    • H02P6/08Arrangements for controlling the speed or torque of a single motor
    • 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
    • H02P2207/00Indexing scheme relating to controlling arrangements characterised by the type of motor
    • H02P2207/05Synchronous machines, e.g. with permanent magnets or DC excitation

Landscapes

  • Engineering & Computer Science (AREA)
  • Power Engineering (AREA)
  • Control Of Motors That Do Not Use Commutators (AREA)

Abstract

A kind of low speed segment of permanent magnet synchronous machine method for controlling position-less sensor of no high frequency electrocardiography, using a kind of asymmetric space vector width pulse modulation method, target vector is synthesized by 1 zero vector of effective voltage vector sum of 3 mutual deviations, 120 degree of electrical angles, make system when low modulation area even exports target voltage vector zero, 3 effective vector action times are not zero and sufficiently large, to guarantee to detect that the lower phase current of effective voltage vector effect changes;Then using the saliency principle of inductance is based on, the current change quantity under 3 effective voltage vector sums, 1 zero vector is calculated separately, and estimate rotor-position from these current change quantities comprising location information.The present invention can realize low speed segment position Sensorless Control in the case where no high frequency electrocardiography.

Description

A kind of low speed segment of permanent magnet synchronous machine position-sensor-free control of no high frequency electrocardiography Method processed
Technical field
The invention belongs to permanent magnet synchronous motor control field, in particular to a kind of low speed segment of permanent magnet synchronous motor is without position Sensor control method.
Background technique
Permanent magnet synchronous motor (Permanent Magnet Synchronous Machine, PMSM), function high-efficient with its The advantages that rate density is big and speed-regulating range width, is used widely in fields such as rail traffic, robot, household motors.PMSM Position Sensorless Control makes system have at low cost, small in size, failure rate is low etc. because that eliminates position or velocity sensors Advantage, so as to cause the extensive concern of experts and scholars and industry.
Conventional permanent magnet synchronous motor low speed segment position Sensorless Control needs to inject high-frequency signal, and excitation motor inductances are convex Pole characteristic, obtains rotor position information from high-frequency current.But the high-frequency signal of injection will increase torque pulsation, increase electricity Magnetic noise, reduction efficiency etc., therefore reduce injection high-frequency signal amplitude or high frequency electrocardiography is avoided to become low speed segment without position The difficult point of sensor control.In existing document, space vector pulse width modulation (Space vector pulse width is utilized Modulation, SVPWM) itself effective voltage vector, and curent change under effective vector is calculated, to obtain rotor position It sets.But so there are limitations for this method times, in low modulation area, effective vector action time is too short, can not detect curent change. Therefore, it is necessary to carry out phase shift to SVPWM, however phase shift is equivalent to and is filled with high frequency voltage pulse, still remains high-frequency signal note The shortcomings that entering method itself.
Summary of the invention
In order to overcome high frequency electrocardiography method itself, the control of existing permanent magnet synchronous motor method for controlling position-less sensor The deficiency of inferior quality processed, the present invention provide a kind of PMSM low speed segment position Sensorless Control side of no high frequency electrocardiography Method improves the quality of position Sensorless Control.
The technical solution adopted by the present invention to solve the technical problems is:
A kind of low speed segment of permanent magnet synchronous machine method for controlling position-less sensor of no high frequency electrocardiography, including following step It is rapid:
1) asymmetric SVPWM modulation, process are as follows:
Asymmetric SVPWM method is only with three in six effective voltage vectors (two level PWM voltage source inverters) A vectorWith an additional zero vectorTo target voltage vectorIt is modulated, at this point, target voltage vector representation is as follows.
According to the weber principle of equal effects, obtain
In formula,Formula (2) is organized into matrix form, and solves
In formula,By formula (3) it is found that for known uα、uβAnd zero vectorWith time t0, three effective voltage vector action times can be solved;
Work as t0≠ 0, zero vector is splitted into the head and tail that two equal parts are inserted into a PWM cycle respectively, then the monocycle contains five sections Level, i.e.,By asymmetric SVPWM modulation system, zero target voltage vector may be implemented, non-zero is effective Voltage vector output, and t is set0Meet the minimum current sampling time, guarantees to can detecte the current slope under zero vector, from And meet the requirement of subsequent low speed segment location-estimation algorithm;
2) based on the low speed segment single period position estimation of asymmetric SVPWM modulation, process is as follows:
Firstly, establishing permanent magnet synchronous motor mathematical model under dq coordinate system and being
In formula, For d, q shaft voltage, Ld、LqFor d, q axle inductance, ψpmFor permanent magnet flux linkage amplitude;
Formula (4) is transformed into α β coordinate system, obtains mathematical model and discretization under α β coordinate system;
In formula, TsFor discrete periodic;
Formula (5) arrange
In formula,
In formula,For admittance matrix,
By asymmetric SVPWM it is found that there are four vectors within the monocycle, it is respectivelyAction time It is t respectively0、t4、t2、t1;It is now assumed that revolving speed and electric current are basically unchanged in the monocycle, by effective voltage vector sum zero vector and its Action time substitutes into formula (6), and subtracts each other
In formula, γxForWith the angle of α axis, x=0,1,2,4, relationship between each variable is indicated in order to apparent, with α axis For real axis, β axis is the imaginary axis, and formula (8) is expressed as complex variable form, wherein Substitution formula (8)
Then, it by carrying out rotation transformation to formula (9)~(11), obtains
It obtains rotor-position and estimates revolving speed.
Further, rotor-position is obtained using arctan function, obtains rotor-position by formula (7), (12)
In formula, Im and Re function seeks the imaginary part and real part of complex vector respectively, rightIt differentiates, that is, obtains estimation revolving speed
Either: obtaining estimated location by the way of phase-locked loop pll, and obtain estimation revolving speed, process simultaneously are as follows:
PLL is inputted first, i.e., formula (12) carries out marking change, obtains
Then location information is demodulated, obtains the input of PLL are as follows:
In formula,For PLL estimated location, work as ePLLWhen=0, PLL will restrain at this time, while can obtainPosition simultaneously Integrator input is estimation revolving speed.
Beneficial effects of the present invention are mainly manifested in: replacing tradition SVPWM to modulate using asymmetric SVPWM method Method, and it is inserted into zero vector in asymmetric SVPWM modulation, it, not only can be with due to zero vector moment driver Non voltage output It reduces system loss, improve efficiency.The time for guaranteeing current sample simultaneously eliminates resistance using the curent change under zero vector Influence with counter electromotive force to location estimation improves position estimation accuracy.
Detailed description of the invention
Fig. 1 is the structural block diagram of the asymmetric SVPWM modulation position Sensorless Control strategy of the present invention;
Fig. 2 is asymmetric SVPWM modulation principle figure of the invention;
Fig. 3 is theory deduction coordinate system and each position angle schematic diagram of the invention;
Fig. 4 is the present invention single periodic current waveform diagram under asymmetric SVPWM modulation;
Fig. 5 is analogous diagram of the present invention.
Specific embodiment
The invention will be further described below in conjunction with the accompanying drawings.
Referring to Fig.1~Fig. 5, a kind of low speed segment of permanent magnet synchronous machine position Sensorless Control side of no high frequency electrocardiography Method, each switch periods of position Sensorless Control strategy based on asymmetric SVPWM acquire five stator phase currents and pass through Clarke coordinate transform obtains electric current under α β two-phase stationary coordinate system, and using the location estimation modulated based on asymmetric SVPWM Algorithm obtains the error amount of location information, finally is tracked to obtain revolving speed and integrate to error using PLL to obtain angle value.
Referring to Fig. 2, conventional symmetric SVPWM technology utilizes the two neighboring effective voltage vector sum null vector of target voltage vector AmountWithIt is synthesized.Therefore, short in low modulation area effective voltage vector action time, it can not Meet the requirement of electric current minimal sampling time, electric current minimal sampling time is defined as Tdelay,min
Tdelay,min=Tdead+Ttrans+Ton-Toff (16)
In formula, TdeadFor dead time, TtransStablize time, T for pwm signal transmission and current oscillationonFor service time, ToffFor the turn-off time.It follows that effective voltage vector action time is greater than Tdelay,min, and to stay the enough sufficiently long time TsampleFor sampling the variation delta of phase currenti
The modulation system of asymmetric SVPWM, using three effective voltage vectors And zero vectorTo target voltage vectorIt is modulated, hereinafter referred to as mode one.It can certainly Utilize the other three effective voltage vectorAnd zero vectorBelow Referred to as mode two.
For the moment using mode, target voltage vector can be expressed as follows:
In formula, txFor voltage vectorAction time, tx=0,1 ..., 7.Work as target vectorAssuming that enabling t0= 0, then t at this time4=t2=t1=TPWM/ 3, it follows that still remaining three effective voltage arrows even if target voltage vector is zero Amount, and action time TPWM/ 3 long enoughs.
According to the weber principle of equal effects, obtain
In formula,Formula (2) is organized into matrix form, and solves
By formula (3) it is found that for known uα、 uβ, and Zero vectorAction time t0, three effective voltage vector action times can be solved.
For mode one, work as t0≠ 0, zero vector is splitted into the head and tail that two equal parts are inserted into 1 PWM cycle respectively, then it is single Period contains five sections of level, i.e.,
By asymmetric SVPWM modulation system, zero target voltage vector may be implemented, non-zero effective voltage vector exports, And t is set0> Tdelay,min, guarantee to can detecte the current slope under zero vector, to meet subsequent low speed segment location estimation The requirement of algorithm.
Referring to Fig. 3, firstly, establishing permanent magnet synchronous motor mathematical model under dq coordinate system are as follows:
In formula, For d, q shaft voltage, Ld、LqFor d, q axle inductance, ψpmFor permanent magnet flux linkage amplitude.
Formula (4) is transformed into α β coordinate system, obtains mathematical model and discretization under α β coordinate system.
In formula, TsFor discrete periodic.
Formula (5) arrange
In formula,
In formula,For admittance matrix,
By asymmetric SVPWM it is found that there are four vectors within the monocycle, it is respectivelyAction time point It is not t0、t4、t2、t1.It is now assumed that revolving speed and electric current are basically unchanged in the monocycle, by effective voltage vector sum zero vector and its work Formula (6) are substituted into the time, and are subtracted each other
In formula, γxForWith the angle of α axis, x=0,1,2,4, relationship between each variable is indicated in order to apparent, with α axis For real axis, β axis is the imaginary axis, and formula (8) is expressed as complex variable form, wherein (8) are substituted into obtain
Then, it by carrying out rotation transformation to formula (9)~(11), obtains
Finally rotor-position is obtained by formula (7), (12)
In formula, Im and Re seek the imaginary part and real part of complex vector respectively.
Similarly, location information is obtained using the mode of PLL, is implemented as follows:
PLL is inputted first, i.e., formula (12) carries out marking change, obtains
Then location information is demodulated, obtains the input of PLL are as follows:
In formula,For PLL estimated location, work as ePLLWhen=0, PLL will restrain at this time, while can obtainPosition product simultaneously Dividing device input terminal is estimation revolving speed.By the way that PLL bandwidth is rationally arranged, it can not only guarantee the dynamic of system position estimation Can, simultaneously because the filtering characteristic of PLL, improves position estimation accuracy.
Propose the lab diagram of asymmetric SVPWM herein by addition referring to Fig. 4.Fig. 4 is followed successively by PWMA (upper bridge from top to bottom Arm signal, small bridge arm is complementary containing dead zone, similarly hereinafter), PWMB, PWMC and A phase current.According to the experimental results, designed by the present invention Asymmetric SVPWM shares 4 vectors, includes three effective vectorsWith a zero vectorPhase current is in different electricity It presses under vector effect, electric current changes according to certain rule.The slope of phase current variation is closely related with rotor-position, this can be used The low speed segment single period position algorithm for estimating based on asymmetric SVPWM modulation of Wen Suoti carries out location estimation.
Be the simulation result of the mentioned location estimation strategy of the present invention referring to Fig. 5, by using asymmetric SVPWM modulation with Based on the low speed segment single period position algorithm for estimating of asymmetric SVPWM modulation, the speed control of PMSM high dynamic performance may be implemented System.PMSM parameter setting in emulation are as follows: 1.3 Ω of stator resistance, d axle inductance 1.85mH, q axle inductance 2.45mH, magnetic linkage are 0.1V/rad/s, rotary inertia 0.0005kg.m2.Simulated conditions: impact 1N.m is loaded when 0.2s, when 0.5s given rotating speed by 600r/min step extremely -600r/min, 0.7 s load torque anticlimax to -1Nm.Fig. 5 is followed successively by location estimation performance from top to bottom (location estimation and absolute fix), speed tracing performance (speed preset and actual measurement speed), threephase stator electric current and torque response Performance (load torque and electromagnetic torque).By simulation result it is found that either sudden unloading process load and Velocity Step Technique change, this The mentioned location estimation strategy location estimation steady-state error of text is small, and speed tracing is had excellent performance, and can be adapted for high dynamic performance PMSM position Sensorless Control application.

Claims (3)

1. a kind of low speed segment of permanent magnet synchronous machine method for controlling position-less sensor of no high frequency electrocardiography, which is characterized in that It the described method comprises the following steps:
1) asymmetric SVPWM modulation, process are as follows:
Asymmetric SVPWM method is only with three vectors in six effective voltage vectors With an additional zero vectorTo target voltage vectorIt is modulated, this When, target voltage vector representation is as follows:
According to the weber principle of equal effects, obtain
In formula,Formula (2) is organized into matrix form, and solves
In formula,By formula (3) it is found that for known uα、uβ, And zero vectorAction time t0, three effective voltage vector action times can be solved;
Work as t0≠ 0, zero vector is splitted into the head and tail that two equal parts are inserted into a PWM cycle respectively, then the monocycle contains five sections of level, I.e.By asymmetric SVPWM modulation system, zero target voltage vector, non-zero effective voltage may be implemented Vector output, and t is set0Meet the minimum current sampling time, guarantee to can detecte the current slope under zero vector, thus full The requirement of the subsequent low speed segment location-estimation algorithm of foot;
2) based on the low speed segment single period position estimation of asymmetric SVPWM modulation, process is as follows:
Firstly, establishing permanent magnet synchronous motor mathematical model under dq coordinate system and being
In formula, For d, q shaft voltage, Ld、Lq For d, q axle inductance, ψpmFor permanent magnet flux linkage amplitude;
Formula (4) is transformed into α β coordinate system, obtains mathematical model and discretization under α β coordinate system;
In formula, TsFor discrete periodic;
Formula (5) arrange
In formula,
In formula,For admittance matrix,
By asymmetric SVPWM it is found that there are four vectors within the monocycle, it is respectivelyAction time difference It is t0、t4、t2、t1;It is now assumed that revolving speed and electric current are basically unchanged in the monocycle, by effective voltage vector sum zero vector and its effect Time substitutes into formula (6), and subtracts each other
In formula, γxForWith the angle of α axis, x=0,1,2,4, indicate relationship between each variable in order to apparent, be real with α axis Axis, β axis are the imaginary axis, and formula (8) is expressed as complex variable form, wherein Substitution formula (8)
Then, it by carrying out rotation transformation to formula (9)~(11), obtains
It obtains rotor-position and estimates revolving speed.
2. a kind of low speed segment of permanent magnet synchronous machine position Sensorless Control of no high frequency electrocardiography as described in claim 1 Method, which is characterized in that rotor-position is obtained using arctan function, obtains rotor-position by formula (7), (12)
In formula, Im and Re function seeks the imaginary part and real part of complex vector respectively, rightIt differentiates, that is, obtains estimation revolving speed
3. a kind of low speed segment of permanent magnet synchronous machine position Sensorless Control of no high frequency electrocardiography as described in claim 1 Method, which is characterized in that obtain estimated location by the way of phase-locked loop pll, and obtain estimation revolving speed, process simultaneously Are as follows:
PLL is inputted first, i.e., formula (12) carries out marking change, obtains
Then location information is demodulated, obtains the input of PLL are as follows:
In formula,For PLL estimated location, work as ePLLWhen=0, PLL will restrain at this time, while can obtainPosition integrator simultaneously Input terminal is estimation revolving speed.
CN201811188806.2A 2018-10-12 2018-10-12 Low-speed position estimation method of permanent magnet synchronous motor without high-frequency signal injection Active CN109379012B (en)

Priority Applications (1)

Application Number Priority Date Filing Date Title
CN201811188806.2A CN109379012B (en) 2018-10-12 2018-10-12 Low-speed position estimation method of permanent magnet synchronous motor without high-frequency signal injection

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
CN201811188806.2A CN109379012B (en) 2018-10-12 2018-10-12 Low-speed position estimation method of permanent magnet synchronous motor without high-frequency signal injection

Publications (2)

Publication Number Publication Date
CN109379012A true CN109379012A (en) 2019-02-22
CN109379012B CN109379012B (en) 2020-05-05

Family

ID=65397505

Family Applications (1)

Application Number Title Priority Date Filing Date
CN201811188806.2A Active CN109379012B (en) 2018-10-12 2018-10-12 Low-speed position estimation method of permanent magnet synchronous motor without high-frequency signal injection

Country Status (1)

Country Link
CN (1) CN109379012B (en)

Cited By (2)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN112671295A (en) * 2020-11-30 2021-04-16 西北工业大学 Rotor initial position detection method and system based on motor common-mode current
CN115549539A (en) * 2022-10-31 2022-12-30 佛山市尼博微电子有限公司 Method and system for optimizing electromagnetic performance of motor

Citations (4)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
EP1873901A2 (en) * 2006-06-28 2008-01-02 Sanyo Electric Co., Ltd. Motor control device
CN101917157A (en) * 2010-07-29 2010-12-15 东元总合科技(杭州)有限公司 Method for reconstructing phase current of electromotor
CN104917437A (en) * 2015-07-09 2015-09-16 雷勃电气(常州)有限公司 Control method of asymmetric four-section SVPWM (space vector pulse width modulation) technology for three-phase motor
CN108462420A (en) * 2018-04-02 2018-08-28 北京工业大学 A kind of motor oscillation damping method of asymmetric carrier wave dual randomized modulation

Patent Citations (4)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
EP1873901A2 (en) * 2006-06-28 2008-01-02 Sanyo Electric Co., Ltd. Motor control device
CN101917157A (en) * 2010-07-29 2010-12-15 东元总合科技(杭州)有限公司 Method for reconstructing phase current of electromotor
CN104917437A (en) * 2015-07-09 2015-09-16 雷勃电气(常州)有限公司 Control method of asymmetric four-section SVPWM (space vector pulse width modulation) technology for three-phase motor
CN108462420A (en) * 2018-04-02 2018-08-28 北京工业大学 A kind of motor oscillation damping method of asymmetric carrier wave dual randomized modulation

Non-Patent Citations (4)

* Cited by examiner, † Cited by third party
Title
C. LASCU等: "Very low speed sensorless variable structure control of induction machine drives without signal injection", 《IEEE INTERNATIONAL ELECTRIC MACHINES AND DRIVES CONFERENCE》 *
YUKI MAKAINO等: "A position sensorless control for IPMSM at low speed based on current response at zero voltage vector without any additional signal injection", 《2016 IEEE SYMPOSIUM ON SENSORLESS CONTROL FOR ELECTRICAL DRIVES 》 *
刘润泽等: "基于非对称SVPWM 的电动汽车五相永磁无刷电机容错控制", 《电机与控制应用》 *
袁庆庆等: "低开关频率下的不对称空间矢量脉宽调制", 《电力电子技术》 *

Cited By (2)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN112671295A (en) * 2020-11-30 2021-04-16 西北工业大学 Rotor initial position detection method and system based on motor common-mode current
CN115549539A (en) * 2022-10-31 2022-12-30 佛山市尼博微电子有限公司 Method and system for optimizing electromagnetic performance of motor

Also Published As

Publication number Publication date
CN109379012B (en) 2020-05-05

Similar Documents

Publication Publication Date Title
Rahman et al. Problems associated with the direct torque control of an interior permanent-magnet synchronous motor drive and their remedies
Foo et al. Sensorless sliding-mode MTPA control of an IPM synchronous motor drive using a sliding-mode observer and HF signal injection
CN110417308A (en) A kind of permanent magnet synchronous motor full speed range composite strategy control method
CN106655942B (en) Permanent magnet synchronous motor method for controlling position-less sensor
Zhou et al. Sensorless direct torque control for saliency permanent magnet brushless DC motors
CN110071674B (en) Position-sensor-free permanent magnet synchronous motor maximum torque current ratio control method
CN102624276A (en) Novel dead-zone effect compensation method of AC servo inverter
CN104901600A (en) Sensorless control method of permanent magnet synchronous motor in wide rotating speed scope
Kim et al. High performance position sensorless control using rotating voltage signal injection in IPMSM
Chen et al. Implementation of high-performance sensorless interior permanent-magnet synchronous motor control systems using a high-frequency injection technique
Wu et al. Hybrid-modulation-based full-speed sensorless control for permanent magnet synchronous motors
JP4352678B2 (en) Electric motor magnetic pole position estimation device and control device
CN112671298A (en) Improved PLL (phase locked loop) non-inductive control system and algorithm for permanent magnet synchronous motor control
CN109379012A (en) A kind of low speed segment of permanent magnet synchronous machine method for controlling position-less sensor of no high frequency electrocardiography
Kumar et al. Direct torque control method for induction motor drives based on modified amplitude and angle decoupled control of stator flux
Jiaxi et al. A new approach to estimated rotor position for PMSM based on sliding mode observer
CN102386839B (en) Synchronous motor vector controller based on reactive power observer and control method
CN114598209A (en) Surface-mounted permanent magnet synchronous motor-based position sensorless control method
CN111800039B (en) Rotor position information confirming method, vector control method and device of synchronous motor
Prakash et al. Constant switching frequency DTC for induction motor fed from two level voltage source inverter
CN111130407A (en) Position-sensorless control method for full-speed-domain loaded running of permanent magnet synchronous motor
Li Research on Startup of Synchronous Reluctance Motor Based on Square Wave Injection
Ide et al. High frequency injection method improved by flux observer for sensorless control of an induction motor
Liang et al. Discrete current regulator design with sensorless drive for high-speed permanent magnet synchronous machine
Zhang et al. Speed sensorless Control of Permanent Magnet Linear Synchronous Motor based on Super-twisting second-order Sliding Observer for Maglev application

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