CN108768234A - It is a kind of for permanent magnet synchronous motor vector controlled based on off-line parameter identification method - Google Patents

It is a kind of for permanent magnet synchronous motor vector controlled based on off-line parameter identification method Download PDF

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Publication number
CN108768234A
CN108768234A CN201810639961.5A CN201810639961A CN108768234A CN 108768234 A CN108768234 A CN 108768234A CN 201810639961 A CN201810639961 A CN 201810639961A CN 108768234 A CN108768234 A CN 108768234A
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axis
regulators
given
regulator
shaft currents
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CN108768234B (en
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宋建国
王志福
朱波
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Jiangsu Naijie New Energy Co Ltd
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Jiangsu Naijie New Energy Co Ltd
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    • HELECTRICITY
    • H02GENERATION; CONVERSION OR DISTRIBUTION OF ELECTRIC POWER
    • H02PCONTROL OR REGULATION OF ELECTRIC MOTORS, ELECTRIC GENERATORS OR DYNAMO-ELECTRIC CONVERTERS; CONTROLLING TRANSFORMERS, REACTORS OR CHOKE COILS
    • H02P21/00Arrangements or methods for the control of electric machines by vector control, e.g. by control of field orientation
    • H02P21/06Rotor flux based control involving the use of rotor position or rotor speed sensors
    • H02P21/10Direct field-oriented control; Rotor flux feed-back 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
    • H02P21/00Arrangements or methods for the control of electric machines by vector control, e.g. by control of field orientation
    • H02P21/22Current control, e.g. using a current control loop

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

Abstract

The invention discloses a kind of for permanent magnet synchronous motor vector controlled based on off-line parameter identification method, includes the following steps:1) Closed loop track of current inner loop, is realized by traditional pi regulator.2) rotor flux ψ, is acquired by q axis pi regulatorsf;3) q axis pi regulators, are added using rotor flux continuous item as one of compensation term;4) different i, is givendValue, while given iqIt is 0, seeks d axle inductances corresponding under different d shaft currents;5) i, is givendIt is 0, gives iqFor different values;6) q axis pi regulators, are added using the continuous item of d axle inductances as compensation term.Reasonable design of the present invention, electric current loop in Project Realization can be reduced to depend on pi regulator parameter unduly, more preferably dynamic response may be implemented using identical PI parameters, current oscillation and overshoot are substantially reduced simultaneously, to realize control system better speed adjusting performance in actual condition, it is suitable for promoting.

Description

It is a kind of for permanent magnet synchronous motor vector controlled based on off-line parameter identification method
Technical field
The invention belongs to synchronous motor control fields, and permanent magnet synchronous motor vector control is used for more specifically to one kind System based on off-line parameter identification method.
Background technology
As permanent magnet synchronous motor is in the extensive use of new-energy automobile industry, control speed adjusting performance of each producer to motor Requirement with torque response performance is also more stringent.However, in motor operation course inductance parameters can with the variation of electric current and Real-time change, to be had an impact to the response and stability of control.Permanent magnet synchronous motor (PMSM) high efficiency, high power are close The advantages of degree, high torque density, make obtain the attention of more conglomerate its today developed rapidly in power electronic technique, especially It is new-energy automobile industry.
The dynamic response of electric machine control system and the tracking velocity of current inner loop are closely related.Traditional motor control system In system, current inner loop directly realizes the tracking of d shaft currents and q shaft currents, good tracking characteristics by simple pi regulator It is stringent to pi regulator parameter request, realize that difficulty is larger in engineering.In order to improve the response speed of electric current loop, while reducing and being The calibration difficulty for parameter of uniting, needs to compensate the output of pi regulator.Need the parameter of electric machine as compensation in compensation process Foundation, therefore, the identification of the parameter of electric machine are also a part for pi regulator.
Realization of the current parameter of electric machine on-line identification algorithm in engineering is complex, can occupy a large amount of cpu resource, Real-time can not ensure, and ensure having good given initial condition, could obtain good identification precision, Simultaneous Stabilization It is poor, it is easy to be influenced by factors such as noises.
And parameter of electric machine offline identification method equal comparative maturity in theoretical and practical application, but most of be all based on Motor original state is recognized.Motor d axle inductances and q axle inductances in motor operation course by size of current influenced to have compared with Big variation can cause controller dynamic response larger if using the identical parameter of electric machine under different operating modes Influence, therefore be highly desirable using the different parameters of electric machine in motor operation course.
Invention content
It is a kind of for permanent magnet synchronous motor vector in view of the deficiencies of the prior art, the present invention intends to provide Control based on off-line parameter identification method, reasonable design can reduce in Project Realization electric current loop to pi regulator parameter It depends on unduly, more preferably dynamic response may be implemented using identical PI parameters, while current oscillation and overshoot are substantially reduced, To realize control system better speed adjusting performance in actual condition, it is suitable for promoting.
To achieve the above object, the present invention provides following technical solutions:
It is a kind of for permanent magnet synchronous motor vector controlled based on off-line parameter identification method, it is characterised in that:Including with Lower step:
1), under the orientation on rotor flux of permanent magnet synchronous motor space vector pulse width modulation, pass through tradition first Pi regulator realize current inner loop Closed loop track.
2), under the premise of realizing conventional current closed loop, motor is dragged to fixed rotating speed, gives d shaft currents idWith q axis electricity Flow iqIt is 0, after system is stablized, rotor flux ψ is acquired by q axis pi regulatorsf
3) q axis pi regulators, are added using rotor flux continuous item as one of compensation term, keep q axis electricity on this basis Flow iqIt is given as 0, d shaft currents idIt is given as certain certain value and d axle inductances is acquired by q axis pi regulators after system is stablized;
4) different i, is givendValue, while given iqIt is 0, seeks d axle inductances corresponding under different d shaft currents;
5) i, is givendIt is 0, gives iqFor different values, the q corresponding to different q shaft currents is asked by the pi regulator of d axis Axle inductance;
6) q axis pi regulators, are added using the continuous item of d axle inductances as compensation term, using the continuous item of q axle inductances as benefit It repays item and d axis pi regulators is added, complete the compensation of current inner loop pi regulator.
As a kind of technical solution of optimization, the off-line identification of the parameter of electric machine is carried out by traditional pi regulator, then Identified parameters are used for the compensation of pi regulator, the system integral item output after compensation to reduce, and increases electric current loop dynamic response Property, while inhibiting overshoot.
By adopting the above-described technical solution, compared with prior art, reasonable design of the present invention can reduce Project Realization Middle electric current loop depends on pi regulator parameter unduly, more preferably dynamic response may be implemented using identical PI parameters, together When current oscillation and overshoot be substantially reduced, to realize control system better speed adjusting performance in actual condition, be suitable for promote.
With reference to drawings and examples, the present invention will be further described.
Description of the drawings
Fig. 1 is rotor flux linkage orientation of one embodiment of the invention permanent magnet synchronous motor based on space vector pulse width modulation Control system model block diagram;
Fig. 2 is the traditional electric current loop pi regulator model framework chart of one embodiment of the invention;
Fig. 3 is to increase compensation term pi regulator model framework chart after one embodiment of the invention is improved;
Fig. 4 is rotor of the improved permanent magnet synchronous motor of one embodiment of the invention based on space vector pulse width modulation Flux linkage orientation control system model block diagram;
Fig. 5 is the relationship broken line of one embodiment of the invention parameter of electric machine off-line identification ac-dc axis inductance and ac-dc axis electric current Figure;
Fig. 6 is that the integral term in the improved pi regulator dynamic process of one embodiment of the invention exports statistical chart.
Specific implementation mode
Embodiment
In motor operation course, ignore the influence of the factors such as temperature, then the relationship of permanent magnet synchronous motor voltage and electric current It is represented by formula (1).
As shown in Figure 1, the control system for permanent-magnet synchronous motor in the present embodiment is become by the acquisition of real-time current through coordinate It changes, and by traditional pi regulator, realizes the Closed loop track of d axis and q shaft currents.Traditional pi regulator control block diagram such as Fig. 2 institutes Show, shown in the software realization such as formula (2) of pi regulator.
Wherein idref、iqrefConstant current, i are given for d, q axisdfdb、iqfdbIt is electric by sampling for the actual feedback currents of d, q axis Road acquisition three-phase phase current converts, Kp1、Kp2、Ki1、Ki2For the ratio term coefficient and integral item coefficient of d, q shaft-type governor, Up1、Ip2、Ui1、Ui2、PIdout、PIqoutProportional, integral term after being calculated every time for adjuster and output valve, Ui1-1、Ui2-1For Integral term in the last computation period, For the expectation voltage of d, q axis.
It is expected in dynamic process voltage be proportional and integral term and;Current feedback and given value of current value phase when stable state Together, therefore proportional is 0, thereforeIt is equal to the output of integral term.In formula (1), stator resistance RsFor milliohm grade, therefore Rsid、RsiqItem can be considered 0, i when stable statedFor constant idref, iqFor constant value iqref, so did/dt、diq/ dt is 0, therefore Ld(did/ dt)、Lq(diq/ dt) it can be considered 0.Therefore the d axis and q shaft voltages under stable state meet relational expression (3).
Under the premise of the Closed loop track of current inner loop in completing Fig. 1, the parameter of electric machine is carried out by traditional pi regulator Off-line identification, then the compensation by identified parameters for pi regulator.
The adjuster compensation method based on offline parameter identification of the present invention specifically comprises the steps of:
Step 1:Under the premise of realizing the conventional current closed loop of the Field orientable control based on SVPWM, motor is dragged to Fixed rotating speed gives d shaft currents idWith q shaft currents iqIt is 0, after system is stablized, the output of d axis pi regulators is that 0, q axis PI is adjusted The output of device is rotational speed omegaiWith rotor flux ψfProduct, rotating speed and q shaft voltages are it is known that rotor flux ψ can be acquiredf
Step 2:Because of rotor flux ψfIt is varied less in motor operation course, can be considered steady state value.
Step 3:Q axis pi regulators are added using rotor flux continuous item as one of compensation term, keep q on this basis Shaft current iqIt is given as 0, d shaft currents idIt is given as certain certain value, after system is stablized, the integral term of q shaft-type governors is rotating speed ωr, d axle inductances LdWith d shaft currents idProduct, rotational speed omegarAnd idIt is known that d axle inductances L can be acquiredd
Step 4:Because of d axle inductances LdDepending mainly on d shaft currents idVariation, therefore given different idValue, is asked under different d shaft currents Corresponding d axle inductances.
Step 5:Q axis pi regulators are added using the continuous item of d axle inductances as one of compensation term, complete q axis pi regulators Compensation.
Step 6:Given idIt is 0, gives iqFor different values, asked corresponding to different q shaft currents by the pi regulator of d axis Q axle inductances.
Step 7:D axis pi regulators are added using the continuous item of q axle inductances as compensation term, completes current inner loop PI and adjusts It is as shown in Figure 3 to increase compensation term pi regulator model for the compensation of device after improvement.
Offline parameter will be based on to recognize in improved pi regulator addition control system as shown in Figure 4.
Institute's procedures set forth carries out off-line identification, the pass of ac-dc axis inductance and ac-dc axis electric current to the parameter of electric machine through the invention System is as shown in Figure 5.
For system when being worked using pi regulator of the present invention, the output of integral term is within ± 10%, statistics Data are as shown in Figure 6.
Protection scope of the present invention is not limited merely to above-described embodiment, and all technical solutions belonged under thinking of the present invention are equal It belongs to the scope of protection of the present invention.It should be pointed out that for those skilled in the art, not departing from the present invention Several improvements and modifications under the premise of principle, these improvements and modifications also should be regarded as protection scope of the present invention.

Claims (2)

1. it is a kind of for permanent magnet synchronous motor vector controlled based on off-line parameter identification method, it is characterised in that:Including following Step:
1), under the orientation on rotor flux of permanent magnet synchronous motor space vector pulse width modulation, pass through traditional PI first Adjuster realizes the Closed loop track of current inner loop.
2), under the premise of realizing conventional current closed loop, motor is dragged to fixed rotating speed, gives d shaft currents idWith q shaft currents iq It is 0, after system is stablized, rotor flux ψ is acquired by q axis pi regulatorsf
3) q axis pi regulators, are added using rotor flux continuous item as one of compensation term, keep q shaft currents i on this basisqIt gives It is set to 0, d shaft currents idIt is given as certain certain value and d axle inductances is acquired by q axis pi regulators after system is stablized;
4) different i, is givendValue, while given iqIt is 0, seeks d axle inductances corresponding under different d shaft currents;
5) i, is givendIt is 0, gives iqFor different values, the q axis electricity corresponding to different q shaft currents is sought by the pi regulator of d axis Sense;
6) q axis pi regulators, are added using the continuous item of d axle inductances as compensation term, using the continuous item of q axle inductances as compensation term D axis pi regulators are added, complete the compensation of current inner loop pi regulator.
2. it is according to claim 1 it is a kind of for permanent magnet synchronous motor vector controlled based on off-line parameter identification method, It is characterized in that:The off-line identification of the parameter of electric machine is carried out by traditional pi regulator, then adjusts identified parameters for PI The compensation of device, the system integral item output after compensation reduce, and increase electric current loop dynamic response, while inhibiting overshoot.
CN201810639961.5A 2018-06-21 2018-06-21 Offline parameter identification-based method for vector control of permanent magnet synchronous motor Active CN108768234B (en)

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Cited By (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN110445437A (en) * 2019-08-08 2019-11-12 北京索德电气工业有限公司 The motor driver voltage decoupling method of electric car
CN116111903A (en) * 2023-02-24 2023-05-12 江苏开璇智能科技有限公司 Quick response control method for current loop of surface-mounted permanent magnet synchronous motor
CN116683817A (en) * 2023-06-14 2023-09-01 江苏威进智控科技有限公司 Permanent magnet synchronous motor vector control method based on offline parameter identification

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JP2013085461A (en) * 2011-10-12 2013-05-09 Ls Industrial Systems Co Ltd Parameter estimating apparatus for permanent magnet synchronous motor driving system
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CN105811837A (en) * 2016-05-30 2016-07-27 中车永济电机有限公司 Method for controlling high-power surface permanent magnet synchronous motors

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JP2013085461A (en) * 2011-10-12 2013-05-09 Ls Industrial Systems Co Ltd Parameter estimating apparatus for permanent magnet synchronous motor driving system
CN105262399A (en) * 2015-11-03 2016-01-20 广东美芝制冷设备有限公司 Inductance measurement method, control method, inductance measurement device, and control system
CN105811837A (en) * 2016-05-30 2016-07-27 中车永济电机有限公司 Method for controlling high-power surface permanent magnet synchronous motors

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Cited By (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN110445437A (en) * 2019-08-08 2019-11-12 北京索德电气工业有限公司 The motor driver voltage decoupling method of electric car
CN116111903A (en) * 2023-02-24 2023-05-12 江苏开璇智能科技有限公司 Quick response control method for current loop of surface-mounted permanent magnet synchronous motor
CN116683817A (en) * 2023-06-14 2023-09-01 江苏威进智控科技有限公司 Permanent magnet synchronous motor vector control method based on offline parameter identification

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