CN106385215B - A kind of alternating current generator change switching frequency PWM torque pulsation control methods - Google Patents

A kind of alternating current generator change switching frequency PWM torque pulsation control methods Download PDF

Info

Publication number
CN106385215B
CN106385215B CN201610851097.6A CN201610851097A CN106385215B CN 106385215 B CN106385215 B CN 106385215B CN 201610851097 A CN201610851097 A CN 201610851097A CN 106385215 B CN106385215 B CN 106385215B
Authority
CN
China
Prior art keywords
pwm
switch periods
torque pulsation
switching frequency
torque
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
CN201610851097.6A
Other languages
Chinese (zh)
Other versions
CN106385215A (en
Inventor
蒋栋
李桥
韩寻
曲荣海
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.)
Huazhong University of Science and Technology
Original Assignee
Huazhong University of Science and 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 Huazhong University of Science and Technology filed Critical Huazhong University of Science and Technology
Priority to CN201610851097.6A priority Critical patent/CN106385215B/en
Publication of CN106385215A publication Critical patent/CN106385215A/en
Application granted granted Critical
Publication of CN106385215B publication Critical patent/CN106385215B/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
    • H02P21/05Arrangements or methods for the control of electric machines by vector control, e.g. by control of field orientation specially adapted for damping motor oscillations, e.g. for reducing hunting
    • 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
    • H02P27/10Arrangements 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 using bang-bang controllers

Abstract

The invention discloses a kind of change switching frequency PWM torque pulsation control methods suitable for alternating current generator, which includes mainly torque pulsation prediction module and switch periods update module.With PWM torque pulsations peak value, object establishes PWM torque pulsation prediction algorithms to the present invention based on two current levels ripple real-time prediction models in order to control.Using the prediction algorithm, with PWM torque pulsations peak value object in order to control, change two level voltage source inverter switching frequencies.(CSFPWM) is controlled relative to fixed switching frequency PWM, inverter average frequency of switching can effectively be reduced by becoming switching frequency PWM controls (VSFPWM), to reduce switching loss, while can be effectively improved the EMI noise of motor driven systems.

Description

A kind of alternating current generator change switching frequency PWM torque pulsation control methods
Technical field
The invention belongs to voltage sources to become switching frequency field, pre- in real time based on PWM torque pulsations more particularly, to one kind Two level voltage sources for surveying model become switching frequency.
Background technology
In modern AC motor driven systems, torque pulsation is to weigh the important parameter of whole system, torque pulsation meeting The noises such as vibration, the sense of hearing are brought to electric system, in many application scenarios, are directly related to the running quality of whole system.
The generation of motor torque ripple is mainly derived from two aspects, first, during design of electrical motor, motor torque arteries and veins It is dynamic directly and electric machine structure is associated, the pulsation of this partial torque is main and back-emf fundamental frequency and its harmonic wave are associated;Second, Due to inverter and nonideal sine power supply, but go to simulate required sine by the means of number with a series of PWM wave Voltage waveform, thus motor driver certainly will bring torque pulsation to motor, main and inverter switching device is pulsed frequently in this part Rate and its harmonic wave are associated.It is directed to the former source to generate, mainly from the angle for improving electric machine structure, to optimize motor Torque pulsation;The ameliorative way of the latter is dependent on the optimization to PWM method.
Currently being directed to PWM torque pulsations has achieved many achievements, and existing method mainly proposes some model predictions Motor control algorithms, but above-mentioned model prediction motor control algorithms are more complicated compared to traditional motor vector controlled.
Invention content
For the disadvantages described above or Improvement requirement of the prior art, the present invention provides one kind to be predicted in real time based on torque pulsation The alternating current generator of model becomes switching frequency PWM torque pulsation methods, establishes two-level inverter PWM torque pulsations and predicts in real time Model, its object is to be based on PWM torque pulsation real-time prediction models, with PWM torque pulsation peak values Tripple_maxAs control Object reduces motor driven systems switching loss and reduces EMI noise peak value.
The PWM current ripples of PWM torque pulsations and machine winding have direct correlation.Inverter output voltage waveform be A series of PWM waves, and winding back emf is continuous sinusoidal voltage waveform, the voltage difference of the two has directly dropped to winding inductance On, thereby produce current ripples.
However the electromagnetic torque of motor is directly generated by winding current, therefore PWM current ripples will generate PWM to motor Torque pulsation.The present invention specifies the relationship between PWM current ripples and PWM torque pulsations, and PWM torques thus can be effectively predicted Pulsation track is effectively reduced the switching loss of motor driven systems simultaneously to carry out becoming switching frequency control to inverter Reduce the EMI noise peak value of motor driven systems.
To achieve the above object, according to one aspect of the present invention, PWM torque pulsation prediction algorithms are provided.PWM torques Pulsation derives from three-phase actual current ripple, and the present invention is based on current ripples general predictive models to be given within the single carrier wave period Determine three-phase duty ratio, three-phase current ripple is predicted.In conjunction with alternating current generator vector control method, by coordinate transform, i.e., PWM torque pulsation waveforms can be predicted out.
The present invention also provides the switch periods update methods based on PWM torque pulsation peaks demands, in single switch week In phase, switch periods are longer, the also directly proportional increase of torque pulsation limit value, however, it is determined that PWM torque pulsation limit values Tripple_re, It then can be according to real-time prediction PWM torque pulsation peak values Tripple_maxWith fixed switching frequency TsN, update switch periods value
In general, through the invention it is contemplated above technical scheme is compared with the prior art, can obtain down and show Beneficial effect:
(1) the PWM torque pulsation prediction models are directed to two level any- phase voltage source inventer topologys, prediction process institute It needs parameter few, calculates simply, it is highly practical.
(2) the VSFPWM AC Motor Control algorithms, it is (right in limit value to control each PWM torque pulsations peak value The PWM torque pulsations limit value that should be controlled in CSFPWM), it is controlled compared to traditional CSFPWM, VSFPWM torque pulsation peak values Distribution is more uniform.
(3) change switching frequency PWM (VSFPWM) is compared to CSFPWM, switching frequency below fixed switching frequency according to Certain rule changes, and can effectively reduce AC machine drive system average frequency of switching, to effectively reduce switching loss;
(4) change in a certain range due to VSFPWM switching frequencies, its corresponding PWM torque pulsation harmonic wave possesses broader Frequency spectrum, can significantly reduce fixed switching frequency PWM (CSFPWM) torque pulsation to change switching frequency PWM (VSFPWM) Frequency domain peak value and EMI noise peak value improve motor driven systems performance.
Description of the drawings
Fig. 1 is the AC machine drive system equivalent structure schematic diagram realized according to the present invention;
Fig. 2 is the monophase current ripple prediction circuit model signal for the two level voltage source inventers realized according to the present invention Figure;
Fig. 3 is that flow diagram is predicted in the PWM torque pulsations in the single switch period realized according to the present invention in real time;
Fig. 4 is that the monophase current ripple in the single switch period realized according to the present invention predicts schematic diagram;
Fig. 5 is that block diagram is realized in the change switching frequency PWM torque pulsations control realized according to the present invention;
Fig. 6 is the switch periods update module composed structure schematic diagram realized according to the present invention;
Fig. 7 is the PWM torque pulsations under busbar voltage 120V, rotating speed 750rpm experiment conditions realized according to the present invention Effect comparison schematic diagram;
Fig. 8 is the switching frequency results contrast schematic diagram under the experimental condition in such as Fig. 7 realized according to the present invention.
Specific implementation mode
In order to make the purpose , technical scheme and advantage of the present invention be clearer, with reference to the accompanying drawings and embodiments, right The present invention is further elaborated.It should be appreciated that described herein, specific examples are only used to explain the present invention, not For limiting the present invention.As long as in addition, technical characteristic involved in the various embodiments of the present invention described below that Conflict is not constituted between this to can be combined with each other.
Upper blank, the present invention is applied to establish two-level inverter in motor torque ripple for switching frequency PWM is become General Current ripple real-time prediction model uses vector control based on the relationship between current ripples and PWM torque pulsations in motor Under the premise of system, with PWM torque pulsation peak values Tripple_maxObject in order to control is lost to reduce inverter switching device and reduces EMI Noise peak.
Becoming switching frequency PWM (VSFPWM) and fixed switching frequency PWM (CSFPWM) has identical PWM torque pulsations to limit Definite value.For VSFPWM compared to CSFPWM, switching frequency is changed below fixed switching frequency, there is broader spectrum distribution, EMI noise peak value is lower, and effectively reduces switching loss.
It takes the lead in proposing the control application for becoming switching frequency in alternating current generator torque pulsation in the present invention as a result, effectively Reduce motor driven systems switching loss and EMI noise.
As shown in Figure 1, the present invention is directed to two above-mentioned level voltage power inverters, as shown in Fig. 2, per phase output voltage VBKRelative to DC bus midpoint, there are two voltage status (V altogetherdc/2,-Vdc/ 2), wherein VdcFor DC bus-bar voltage.
In monophase current ripple prediction circuit model as shown in Figure 2, in monophase current ripple prediction model, single switch In period, L is K phase inductances, VBKFor K phase inverter output voltages, including (Vdc/2,-Vdc/ 2), VmKFor average output electricity Pressure, VcmFor common-mode voltage, V caused by n phase inverter output voltagesl_cmFor common-mode voltage caused by n phase average output voltages.
Wherein,(dKFor K phases duty ratio), Vl_cm=dcm× Vdc/ 2 (for SVPWM:For SPWM:dcm=0).By model above, n is read in signal period Phase duty ratio (d1,d2,d3......dn), pass through formulaThe single switch period can be calculated Ripple current slope in interior each periodThe correspondence time of each segment can be calculated by n phase duty ratios simultaneously.
By the above computational methods, n phase duty ratios can be read in real time, predict current ripples in the switch periods.Tool The pre- flow gauge of body such as Fig. 3:
(1) after reading in three-phase voltage modulated signal sampled value (da, db, dc), first, carrier wave comparison is carried out;
(2) carrier wave relatively after as a result, share the variation of 6 edges for three-phase PWM wave, in the entire carrier cycle, Carrier cycle is divided into 7 sections;As shown in figure 4, three-phase duty ratio is given, corresponded to for 7 voltage action times therewith
(3) by calculating every section of voltage acted on outputting inductance, current ripples slope (di/dt) can be acquired;
(4) by three-phase duty ratio and fixed switch periods (TsN), every practical function time (Δ T) can be found out respectively;
(5) it calculates in this carrier cycle, each turning point of current ripplesSome switch week Certain phase current ripple track is as shown in Figure 4 in phase;
(6) by above step, within the single switch period, each phase current ripple track is predictable, in conjunction with motor The method of vector controlled, under dq rotating coordinate systems, motor torque equation isWherein PnFor electricity Machine number of pole-pairs, ψfFor rotor flux, Ld、LqFor stator dq axle inductances, id、iqFor stator dq shaft currents.Rotor flux linkage orientation is to d Axis, control d shaft currents are 0, then the torque formula of motor can be written asUsing PWM torque ripples as object, by three-phase Ripple current finds out q axis ripple currents i by ab-dq coordinate transformsq_ripple, then PWM torque pulsations, which can be predicted out, is
Secondly, it is based on the above PWM torque pulsations real-time prediction model, can start to spread out and become switching frequency PWM (VSFPWM) application in AC machine drive system.
Controller realizes block diagram as shown in figure 5, torque pulsation prediction module, which receives sampled signal, then reads in three-phase sampling It is worth (da, db, dc), predicts PWM torque pulsationsWith PWM torque pulsation peak values Tripple_maxFor control Object processed can be updated switch periods according to the PWM torque pulsation peak values relationship directly proportional to switch periodsDetailed process is as shown in fig. 6, wherein TsTo update switch periods, TsNTo fix switch periods, Tripple_reTo fix PWM torque pulsations peak-peak (i.e. PWM torque pulsations limit value) in the switch periods lower primitive period, Tripple_maxThe PWM torque pulsation peak values gone out for single switch periods interior prediction under fixed switch periods.
The control system includes the real-time prediction module 2 of PWM torque pulsations and switch periods update module 3, and controller 1 is real-time The sampling of three-phase voltage modulated signal, the real-time 2 real-time calculating cycle of prediction module of PWM torque pulsations are completed according to sampled signal 4 The torque pulsation peak value of interior three-phase PWM wave control signal, switch periods update module 3 are calculated according to by torque pulsation peak meter Switch periods update the triangular carrier cycle, comparator 6 provides inverse by comparing modulating wave and the newer triangular carrier Become device gate signal, sampled signal 4 controls complete the triangular carrier cycle renewal process.
The real-time prediction module of PWM torque pulsations 2 receives sampled signal 4, reads in each phase duty ratio immediately and carries out torque arteries and veins Dynamic prediction, prediction output valve is 3 input parameter of switch periods update module, according to PWM torque pulsation peaks demands, more new carrier wave 5 frequencies send out sampled signal 4 immediately when a complete carrier wave feeding comparator 6, into update control next time.
As shown in fig. 7, be according to the VSFPWM that realizes of the present invention compared with CSFPWM control torque pulsations, compared to CSFPWM torque pulsations, VSFPWM torque pulsations distribution are more uniform.Within the entire primitive period, CSFPWM can only be in minority Between point can reach torque pulsation limit value, and VSFPWM is substantially equal to limit value in each switch periods internal torque peak systole.
It is the comparison of the switching frequency of VSFPWM and CSFPWM under experimental conditions as shown in Figure 8, CSFPWM corresponds to Fixed switching frequency 15.2KHz is meeting identical PWM torque pulsations limit value Tripple_reUnder conditions of, VSFPWM switching frequencies Change between 12.6K and 15.2K, the average switch period reduces, and switching loss then reduces.
As it will be easily appreciated by one skilled in the art that the foregoing is merely illustrative of the preferred embodiments of the present invention, not to The limitation present invention, all within the spirits and principles of the present invention made by all any modification, equivalent and improvement etc., should all include Within protection scope of the present invention.

Claims (5)

1. a kind of change switching frequency PWM torque pulsation control methods of alternating current generator, which is characterized in that the control method includes such as Lower step:
(1) current ripples in switch periods are calculated in real time;
(2) PWM torque pulsations are found out according to the current ripples obtained in the step (1);
(3) switch periods are updated according to the torque pulsation obtained in the step (2);
(4) repeating said steps (1)~(3) are achieved in the variation of the switching frequency.
2. the change switching frequency PWM torque pulsation control methods of alternating current generator as described in claim 1, which is characterized in that institute It further includes following sub-step to state step (1):
(1-1) samples three-phase voltage modulated signal, obtains three-phase sampled value da, db, dc, the three-phase PWM wave control Signal shares 6 edge variations, and in entire carrier cycle, Three Phase Carrier Based is divided into 7 sections;
(1-2) calculates every section of voltage acted on outputting inductance, obtains current ripples slope di/dt;
(1-3) is by three-phase duty ratio and fixed switch periods TsN, every section of practical function time Δ T is found out respectively;
(1-4) is calculated in this carrier cycle, each turning point of current ripples
3. the change switching frequency PWM torque pulsation control methods of alternating current generator as claimed in claim 2, which is characterized in that institute It includes following sub-step to state step (2):
By motor vector controlled, under dq rotating coordinate systems, motor torque equation isWherein Pn For motor number of pole-pairs, ψfFor rotor flux, Ld、LqFor stator dq axle inductances, id、iqFor stator dq shaft currents;
Rotor flux linkage orientation is to d axis, and control d shaft currents are 0, then the torque formula of motor is
Using PWM torque ripples as object, three-phase ripple current is found out into q axis ripple currents i by ab-dq coordinate transformsq_ripple, PWM torque pulsations, which then can be predicted out, is
4. the change switching frequency PWM torque pulsation control methods of alternating current generator as claimed in claim 3, which is characterized in that institute Step (3) is stated to include the following steps:
By the torque pulsation peak value T obtained in the step (3)ripple_max, according to PWM torque pulsations peak value and switch periods at The relationship of direct ratio can be updated switch periods:
Wherein TsTo update switch periods, TsNFor fixed switch periods, Tripple_reFor in the fixed switch periods lower primitive period PWM torque pulsation limit values, Tripple_maxFor the PWM torque pulsations peak that single switch periods interior prediction goes out under fixed switching frequency Value.
5. a kind of change switching frequency PWM torque pulsation control systems of alternating current generator, which is characterized in that the control system includes control Device (1), the real-time prediction module of PWM torque pulsations (2), switch periods update module (3), sampled signal (4) and comparator processed (6), the controller (1) completes the sampling of three-phase modulations voltage signal, the PWM torques arteries and veins according to sampled signal (4) in real time The torque pulsation peak value for the three-phase PWM wave control signal that real-time prediction module (2) is calculated in real time in switch periods is moved, it is described Switch periods update module (3) updates the triangular carrier cycle, institute according to the switch periods calculated by the torque pulsation peak meter Comparator (6) is stated by comparing modulating wave and the newer triangular carrier, inverter gate signal, the sampling letter are provided Number (4) control complete the triangular carrier cycle renewal process.
CN201610851097.6A 2016-09-27 2016-09-27 A kind of alternating current generator change switching frequency PWM torque pulsation control methods Active CN106385215B (en)

Priority Applications (1)

Application Number Priority Date Filing Date Title
CN201610851097.6A CN106385215B (en) 2016-09-27 2016-09-27 A kind of alternating current generator change switching frequency PWM torque pulsation control methods

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
CN201610851097.6A CN106385215B (en) 2016-09-27 2016-09-27 A kind of alternating current generator change switching frequency PWM torque pulsation control methods

Publications (2)

Publication Number Publication Date
CN106385215A CN106385215A (en) 2017-02-08
CN106385215B true CN106385215B (en) 2018-10-26

Family

ID=57935973

Family Applications (1)

Application Number Title Priority Date Filing Date
CN201610851097.6A Active CN106385215B (en) 2016-09-27 2016-09-27 A kind of alternating current generator change switching frequency PWM torque pulsation control methods

Country Status (1)

Country Link
CN (1) CN106385215B (en)

Families Citing this family (9)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN106972799B (en) * 2017-04-05 2019-06-21 西北工业大学 A kind of magneto control parameter calculation method based on change switching frequency
CN107241039B (en) * 2017-06-22 2019-07-16 广州视源电子科技股份有限公司 Vector control method, system and the storage medium of permanent magnet synchronous motor
CN109510499B (en) * 2018-10-29 2019-10-25 华中科技大学 One kind being suitable for shunt chopper circulation ripple peak control methods and control system
CN109510445B (en) * 2018-10-31 2020-02-14 华中科技大学 Inverter variable switching frequency modulation method considering inductance saturation characteristic
CN112448511B (en) * 2019-08-15 2022-04-15 比亚迪股份有限公司 Motor and energy conversion device thereof
JP7443020B2 (en) * 2019-10-24 2024-03-05 三菱重工サーマルシステムズ株式会社 Control device, electric compressor, ripple voltage detection method and program
CN111092581B (en) * 2019-12-24 2023-04-21 河北工业大学 Model predictive control method with variable control period
CN111355436B (en) * 2020-03-09 2021-11-23 珠海格力电器股份有限公司 Driver carrier frequency control method and device capable of effectively reducing interference and driver
CN111934577B (en) * 2020-07-17 2021-10-15 华中科技大学 Current source inverter variable switching frequency modulation method and system

Citations (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JP2006223097A (en) * 2006-04-21 2006-08-24 Mitsubishi Electric Corp Permanent magnet motor, control method for permanent magnet motor, control device for permanent magnet motor, compressor, and refrigeration/air-conditioning device
JP5459036B2 (en) * 2010-04-19 2014-04-02 トヨタ自動車株式会社 Vehicle and vehicle control method
CN204886783U (en) * 2015-08-21 2015-12-16 湖北汽车工业学院 Motor composite modulation control system for electric motor car

Patent Citations (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JP2006223097A (en) * 2006-04-21 2006-08-24 Mitsubishi Electric Corp Permanent magnet motor, control method for permanent magnet motor, control device for permanent magnet motor, compressor, and refrigeration/air-conditioning device
JP5459036B2 (en) * 2010-04-19 2014-04-02 トヨタ自動車株式会社 Vehicle and vehicle control method
CN204886783U (en) * 2015-08-21 2015-12-16 湖北汽车工业学院 Motor composite modulation control system for electric motor car

Non-Patent Citations (2)

* Cited by examiner, † Cited by third party
Title
A General Current Ripple Prediction Method for the Multiphase Voltage Source Converter;Dong Jiang et al.;《 IEEE Transactions on Power Electronics 》;20131023;第29卷(第6期);第2643 - 2648页 *
Variable Switching Frequency PWM for Three-Phase Converters Based on Current Ripple Prediction;Dong Jiang et al.;《IEEE Transactions on Power Electronics 》;20130123;第28卷(第11期);第4951 - 4961页 *

Also Published As

Publication number Publication date
CN106385215A (en) 2017-02-08

Similar Documents

Publication Publication Date Title
CN106385215B (en) A kind of alternating current generator change switching frequency PWM torque pulsation control methods
Cho et al. Torque-ripple minimization and fast dynamic scheme for torque predictive control of permanent-magnet synchronous motors
CN106787918B (en) A kind of random SVPWM method of Five-phase inverter
CN107154770B (en) For controlling the electric system of motor
Chen et al. Three-vector-based model predictive torque control for a permanent magnet synchronous motor of EVs
US9716454B2 (en) Driving circuit and driving method for permanent magnet synchronous motor
Dastjerdi et al. Performance improvement of permanent-magnet synchronous motor using a new deadbeat-direct current controller
Valencia et al. A review of predictive control techniques for switched reluctance machine drives. Part II: Torque control, assessment and challenges
CN105790664B (en) Permanent magnet synchronous motor model predictive control method
Adase et al. Predictive torque control with simple duty-ratio regulator of PMSM for minimizing torque and flux ripples
EP2690775A2 (en) Drive system for alternating current motors and electric motorized vehicles
Zhang et al. Torque ripple RMS minimization in model predictive torque control of PMSM drives
Jung et al. Minimum torque ripple pulse width modulation with reduced switching frequency for medium-voltage motor drive
Jin et al. Virtual three-level model predictive flux control with reduced computational burden and switching frequency for induction motors
Chen et al. Dual-vector model predictive current control of permanent magnet synchronous motor drives with the segment golden search method
Agustin et al. Model-free predictive current control for SynRM drives based on optimized modulation of triple-voltage-vector
CN113261178A (en) Multi-phase motor/generator system using harmonic injection
Deng et al. A torque ripple minimization method for six-phase switched reluctance motor drives
Miloud et al. Sensorless speed control of synchronous reluctance motors using model predictive control associated with model reference adaptive system
JP2016136838A (en) Power converter control device
Zhang et al. Model-free predictive current control of pmsm drives based on ultra-local model
CN110768605B (en) SVPWM modulation method, device and system
Can Analysis and performance with vertical divided multilevel voltage on phase of induction engine
Chikh et al. A novel fixed-switching-frequency DTC for PMSM drive with low torque and flux ripple based on Sinusoidal Pulse With Modulation and predictive controller
Amirian et al. Torque ripple reduction of permanent magnet synchronous motor with non-sinusoidal back EMF using a modified and simplified current optimization technique

Legal Events

Date Code Title Description
C06 Publication
PB01 Publication
C10 Entry into substantive examination
SE01 Entry into force of request for substantive examination
GR01 Patent grant
GR01 Patent grant