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CN102170262B - Non-speed sensor control method of direct-drive permanent-magnet synchronous wind turbine - Google Patents

Non-speed sensor control method of direct-drive permanent-magnet synchronous wind turbine Download PDF

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Publication number
CN102170262B
CN102170262B CN201110113834XA CN201110113834A CN102170262B CN 102170262 B CN102170262 B CN 102170262B CN 201110113834X A CN201110113834X A CN 201110113834XA CN 201110113834 A CN201110113834 A CN 201110113834A CN 102170262 B CN102170262 B CN 102170262B
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rotor
control method
direct
magnet synchronous
stator
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CN102170262A (en
Inventor
杨育林
陈毅东
孙俊杰
王立乔
齐效文
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Yanshan University
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Yanshan University
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Abstract

一种直驱永磁同步风电机组无速度传感器控制方法,所述控制方法通过公式

Figure DEST_PATH_IMAGE002
=
Figure DEST_PATH_IMAGE004
求出转子位置角,通过公式
Figure DEST_PATH_IMAGE006
求出转子电角速度;其中
Figure DEST_PATH_IMAGE008
为电阻、
Figure DEST_PATH_IMAGE010
为定子电势、
Figure DEST_PATH_IMAGE014
为定子电势的
Figure DEST_PATH_IMAGE016
轴分量、
Figure DEST_PATH_IMAGE018
为空载电势、为电抗。本发明具有成本低、操作性强、方便实用等优点。

Figure 201110113834

A speed sensorless control method for a direct-drive permanent magnet synchronous wind turbine, the control method adopts the formula

Figure DEST_PATH_IMAGE002
=
Figure DEST_PATH_IMAGE004
Find the rotor position angle, through the formula
Figure DEST_PATH_IMAGE006
Calculate the electrical angular velocity of the rotor; where
Figure DEST_PATH_IMAGE008
is the resistance,
Figure DEST_PATH_IMAGE010
is the stator potential, and
Figure DEST_PATH_IMAGE014
for the stator potential
Figure DEST_PATH_IMAGE016
axis component,
Figure DEST_PATH_IMAGE018
is the no-load potential, for the reactance. The invention has the advantages of low cost, strong operability, convenience and practicality, and the like.

Figure 201110113834

Description

A kind of Non-speed sensor control method of direct-drive permanent-magnet synchronous wind turbine
Technical fieldThe present invention relates to the permagnetic synchronous motor field, particularly a kind of control method of measuring motor rotor position and rotor electric angle speed Speedless sensor in direct-drive permanent-magnet synchronous wind-powered electricity generation unit.
Background technologyDirect-drive permanent-magnet synchronous wind-powered electricity generation unit is commonly employed in current wind power system.For the power of the harmonic current that reduces the generating pusher side, the copper loss that reduces generator and iron loss, raising system acquisition, realize the accurate control of rotating speed, what motor side adopted is the PWM rectifying device.Simultaneously, adopt rotor field-oriented vector control technology.Rotor-position detection accurately is the key of controlling.The measurement mechanisms such as photoelectric encoder or resolver are installed in the rotating shaft of permagnetic synchronous motor are usually measured rotor speed and position angle, yet these extra measurement mechanisms increased system cost, increased system's moment of inertia, simultaneously (as: rainwater high humidity, vibration are strong, high low temperature etc.) can reduce the reliability of the Accuracy system of measuring under exceedingly odious operating mode, increased maintenance cost.Therefore, the control method of Speedless sensor just seems particularly important.
In prior art, (patent No.: what 200810243652.2) adopt is method for normalizing between the three-phase back electromotive force to Chinese patent " method of fast detecting position of non-position sensor three-phase permanent magnet synchronous motor rotor "; " control method of Permanent Magnet Synchronous Motor Speed Sensorless-air conditioner compressor system " (patent No.: what 200410078141.1) adopt is the method for the compound control of torque instruction electric current, and sensorless technology is used for the convertible frequency air-conditioner technical field; " a kind of permanent-magnet synchronous motor rotor position sensing method and position sensing device " (patent No.: 200510020607.7) adopt resolver and resolve the unit and calculate rotor position angle as transducer, and sensorless technology is used for field of automobile control." non-velocity transducer inverse control variable frequency speed regulator of permagnetic synchronous motor and structured approach " (patent No.: 200810124095.2) and " Speedless sensor inverse controller of permagnetic synchronous motor " (patent No.: what 200820037559.1) adopt is all that the method for EKF calculates rotor position angle and rotating speed; " position sensorless drive that is used for permagnetic synchronous motor " (patent No.: what 200580004124.6) adopt is blending algorithm; " megawatt permanent magnetism synchronous directly-driving-wind motor group non-speed sensor control method " (patent No.: what 200810025169.7) adopt is the phase-locked around-France of stator voltage vector oriented, is used for the megawatt permanent magnetism synchronous directly-driving-wind group of motors.But above-mentioned various Speedless sensors calculate very complicated in the method for asking for rotor electric angle speed and rotor position angle, and controller has been proposed very high requirement.For the problems referred to above, the present invention uses angle from Practical Project, has proposed a kind of easy Non-speed sensor control method of direct-drive permanent-magnet synchronous wind turbine and has asked for rotor position angle and rotor electric angle speed.
Summary of the inventionThe objective of the invention is to overcome the shortcoming and defect of prior art, proposed a kind of realize simple, workable, reliability is high, the direct calculating rotor position angle of very strong engineering using value and the Speed Sensorless Control Method of rotor electric angle speed are arranged.
Control method of the present invention is passed through formula
Figure 201110113834X100002DEST_PATH_IMAGE002
= Obtain rotor position angle, pass through formula
Figure 201110113834X100002DEST_PATH_IMAGE006
Obtain rotor electric angle speed; Wherein
Figure 201110113834X100002DEST_PATH_IMAGE008
For resistance,
Figure 201110113834X100002DEST_PATH_IMAGE010
For the stator electromotive force,
Figure 201110113834X100002DEST_PATH_IMAGE012
And
Figure 201110113834X100002DEST_PATH_IMAGE014
For the stator electromotive force
Figure 201110113834X100002DEST_PATH_IMAGE016
The axle component,
Figure 201110113834X100002DEST_PATH_IMAGE018
For no-load emf,
Figure 201110113834X100002DEST_PATH_IMAGE020
Be reactance.
This control method realizes by the following method:
Step 1: by permanent-magnetic synchronous motor stator potential equation and relevant knowledge, determine that electric angle speed and rotor electric angle speed that stator magnetic linkage produces equate.
By permanent-magnetic synchronous motor stator potential equation (a is example mutually) as can be known:
Figure 201110113834X100002DEST_PATH_IMAGE022
(
Figure 201110113834X100002DEST_PATH_IMAGE024
: motor terminal voltage, : armature resistance, : armature supply,
Figure DEST_PATH_IMAGE028
: stator magnetic linkage).Wherein,
Figure DEST_PATH_IMAGE030
Comprise two parts electromotive force, be respectively no-load emf (
Figure DEST_PATH_IMAGE032
) and the electromotive force that produces of armature reaction.The electromotive force that armature reaction produces also comprise the electromotive force that two parts are respectively main flux and produce (
Figure DEST_PATH_IMAGE034
) and the electromotive force that produces of leakage flux (
Figure DEST_PATH_IMAGE036
),
Namely
Figure DEST_PATH_IMAGE038
(1)
The Mathematical Modeling of permagnetic synchronous motor is under three phase coordinate systems:
Figure DEST_PATH_IMAGE040
(2)
Wherein:
Figure DEST_PATH_IMAGE042
(3)
Figure DEST_PATH_IMAGE044
(4)
By equation (2) as can be known, inductance comprises shown in self-induction and mutual inductance, and wherein self-induction comprises the leakage inductance that inductance that two parts main flux produces and leakage flux produce.
In equation (2), armature supply adopts rotor field-oriented vector control technology to obtain as can be known the sinusoidal current of three-phase symmetrical by the PWM rectifying device:
(5)
And have: = (6)
By the vector correlation theory as can be known, any two resulting composite vector frequencies of same sinusoidal quantity addition frequently are constant.By (3) (4) (5) stator magnetic linkage as can be known
Figure DEST_PATH_IMAGE050
It is also a sinusoidal quantity of rotating according to rotor electric angle speed.(as shown in Figure 1)
Wherein:
Figure DEST_PATH_IMAGE052
: terminal voltage,
Figure DEST_PATH_IMAGE054
: armature supply, : stator magnetic linkage, self-induction:
Figure DEST_PATH_IMAGE056
, mutual inductance:
Figure DEST_PATH_IMAGE058
;
Figure DEST_PATH_IMAGE060
: rotor flux,
Figure 760632DEST_PATH_IMAGE002
: rotor position angle,
Figure DEST_PATH_IMAGE062
: the armature supply angular frequency,
Figure DEST_PATH_IMAGE064
: a phase stator electromotive force.
Step 2: stator magnetic linkage and its electromotive force angular frequency that produces equate, and the lag behind position angle of its electromotive force of stator magnetic linkage is
Figure DEST_PATH_IMAGE066
The relation of stator electromotive force and stator magnetic linkage:
Figure DEST_PATH_IMAGE068
(7)
Step 3: by step 1 three phase static coordinate system and the conversion of two-phase rest frame (be called for short: 3/2 changes) being calculated the stator electromotive force
Figure 388053DEST_PATH_IMAGE016
The axle component
Figure 148199DEST_PATH_IMAGE012
With
Figure DEST_PATH_IMAGE070
Change by 3/2 and can obtain the permagnetic synchronous motor Mathematical Modeling:
(8)
Appearance obtains:
Figure DEST_PATH_IMAGE074
(9)
Step 4: (be called for short: the position angle of the K/P conversion) calculating the stator electromotive force by rectangular coordinate/polar coordinate transform
Figure DEST_PATH_IMAGE076
By step 3 stator electromotive force as can be known
Figure 225352DEST_PATH_IMAGE016
The axle component
Figure 361935DEST_PATH_IMAGE012
With
Figure 30814DEST_PATH_IMAGE070
Bring following formula into:
Figure DEST_PATH_IMAGE078
(10)
Wherein:
Figure DEST_PATH_IMAGE080
Step 5: rotor position angle
Figure 148811DEST_PATH_IMAGE002
Ask for.
By step 4 stator electromotive force position angle as can be known
Figure 591556DEST_PATH_IMAGE076
, by Fig. 1 and Fig. 2 as can be known
For Surface Mount scholar non salient pole machine, by equation in step 1 (1) as can be known potential equation (negligible resistance) following equation is arranged:
(11)
Figure DEST_PATH_IMAGE086
With
Figure 453202DEST_PATH_IMAGE064
Angle be the merit angle
Figure DEST_PATH_IMAGE088
, by electromagnetic relationship (as shown in Figure 2) as can be known:
Figure DEST_PATH_IMAGE090
(12)
The merit angle
Figure 605616DEST_PATH_IMAGE088
Shown in Fig. 2, by the cosine law as can be known:
Figure DEST_PATH_IMAGE092
(13)
Can obtain rotor position angle by (10) (12) (13):
Figure 160094DEST_PATH_IMAGE002
=
Figure DEST_PATH_IMAGE094
Figure 339402DEST_PATH_IMAGE004
(14)
Step 6: rotor electric angle speed
Figure DEST_PATH_IMAGE096
Ask for.
To permagnetic synchronous motor Mathematical Modeling in step 1, obtain synchronously according to rotor field-oriented
Figure DEST_PATH_IMAGE098
Expression formula under coordinate system:
Figure DEST_PATH_IMAGE100
(15)
In through type (15), first expression formula just can obtain rotor electric angle speed:
Figure DEST_PATH_IMAGE102
(16)
Compared with the prior art, beneficial effect of the present invention is: cost is low, strong operability, low to the controller requirement, and can just can draw comparatively accurately rotor angular displacement by simple computation
Figure 427575DEST_PATH_IMAGE002
With rotor electric angle speed , have good actual Practical significance.
Description of drawings
Fig. 1 is rotor field-oriented control polar plot of the present invention.
Fig. 2 is the electromotive force vectogram of synchronous generator of the present invention.
Fig. 3 is system of the present invention control block diagram.
Fig. 4 is software flow figure of the present invention.
Embodiment
1, under a certain initial condition, know rotating speed (corresponding frequency
Figure DEST_PATH_IMAGE106
), by measuring the armature supply of this initial time
Figure DEST_PATH_IMAGE108
And motor terminal voltage
Figure DEST_PATH_IMAGE110
, it is carried out
Figure 154015DEST_PATH_IMAGE098
Variation obtains
Figure DEST_PATH_IMAGE112
With
Figure DEST_PATH_IMAGE114
, for the alternating current of three-phase symmetrical
Figure DEST_PATH_IMAGE116
, through type (15) obtains resistance
Figure DEST_PATH_IMAGE118
(17)
2, can obtain motor at a certain rotating speed by short circuit experiment and the no load test of motor
Figure 446719DEST_PATH_IMAGE104
(corresponding frequency
Figure 712484DEST_PATH_IMAGE106
) synchronous reactance
Figure DEST_PATH_IMAGE120
, as can be known:
Figure 148144DEST_PATH_IMAGE020
=
Figure DEST_PATH_IMAGE122
= (18)
3, in formula 13
Figure 560538DEST_PATH_IMAGE018
Have two kinds of methods to obtain:
(1) obtain no-load emf by look-up table
Figure 698127DEST_PATH_IMAGE018
Satisfy following equation:
Figure DEST_PATH_IMAGE126
(19)
Wherein,
Figure DEST_PATH_IMAGE128
,
Figure DEST_PATH_IMAGE130
: the armature winding effective turn, : rotor flux should be worth constant for permagnetic synchronous motor.Can obtain like this no-load emf is:
Figure DEST_PATH_IMAGE134
(20)
By equation (20) as can be known, no-load emf
Figure 331365DEST_PATH_IMAGE018
Only rotor electric angle speed
Figure 683849DEST_PATH_IMAGE096
Function.Consider and ask for rotor flux
Figure 564080DEST_PATH_IMAGE132
Have certain difficulty, adopt to obtain different by measuring different rotating speeds before experiment
Figure 687501DEST_PATH_IMAGE018
, set up relation one to one, when Speedless sensor is controlled by calculating rotor electric angle speed
Figure 108118DEST_PATH_IMAGE096
Can obtain no-load emf
Figure 518371DEST_PATH_IMAGE018
(2) direct algorithm
At first measure rotor flux
Figure 818771DEST_PATH_IMAGE132
, the armature winding effective turn
Figure 744001DEST_PATH_IMAGE130
, calculate electric angle speed Just can directly obtain no-load emf by equation (20).
General employing scheme (1) in actual experiment, the data of first a model machine being tested to obtain being correlated with are tested again, have simple to operate.
4, when the wind speed of measuring during greater than the incision wind speed, direct-drive permanent-magnet synchronous wind-powered electricity generation unit is started working.Obtain terminal voltage by the voltage and current hall measurement
Figure DEST_PATH_IMAGE136
And armature supply
Figure DEST_PATH_IMAGE138
, this tittle is carried out A/D is converted to and carries out second-order low-pass filter after corresponding digital quantity and can obtain terminal voltage and armature supply first-harmonic composition.
5, the first-harmonic composition with resulting voltage and current in step 4 carries out respectively 3/2 variation, can obtain
Figure DEST_PATH_IMAGE140
,
Figure DEST_PATH_IMAGE142
With ,
Figure DEST_PATH_IMAGE146
Through type (9) just can be obtained the electromotive force that stator magnetic linkage is responded to
Figure DEST_PATH_IMAGE148
With
Figure DEST_PATH_IMAGE150
, just can calculate the position angle of the electromotive force of stator magnetic linkage induction by equation (10)
Figure DEST_PATH_IMAGE152
6, just can obtain the merit angle by step 2,3,4 measured correlation substitution equatioies (13)
Figure 347250DEST_PATH_IMAGE088
The position angle of the electromotive force of the stator magnetic linkage induction of 7, step 5,6 being calculated With the merit angle
Figure 168762DEST_PATH_IMAGE088
Substitution equation (14) just can obtain rotor position angle
Figure 196760DEST_PATH_IMAGE002
8, by step 2 as can be known, calculate as can be known by no load test and short circuit experiment
Figure 66759DEST_PATH_IMAGE020
, and
Figure 194115DEST_PATH_IMAGE020
= At a certain rotating speed
Figure 846999DEST_PATH_IMAGE104
So just can obtain
Figure DEST_PATH_IMAGE154
, for Surface Mount scholar non-salient pole permagnetic synchronous motor
Figure DEST_PATH_IMAGE156
Figure DEST_PATH_IMAGE158
9, when resulting electric current is symmetrical three-phase alternating current
Figure 709519DEST_PATH_IMAGE116
, equation (16) can be expressed as like this:
Figure 70093DEST_PATH_IMAGE006
(21)
Relevant parameter substitution following formula just can be obtained rotor electric angle speed
Figure 644163DEST_PATH_IMAGE096
10, as shown in Figure 4, in the rotor electric angle speed and rotor position angle substitution Fig. 3 that calculate, relevant program is write in DSP, working procedure sends SPWM Waveform Control PWM rectifier.Whether determining program stops: no, restart computing from step 2.Be terminator.

Claims (1)

1. 一种直驱永磁同步风电机组无速度传感器控制方法,其特征在于:所述控制方法通过公式                                               
Figure 201110113834X100001DEST_PATH_IMAGE002
Figure 201110113834X100001DEST_PATH_IMAGE004
求出转子位置角,通过公式
Figure 201110113834X100001DEST_PATH_IMAGE006
求出转子电角速度;其中
Figure 201110113834X100001DEST_PATH_IMAGE008
为电阻、
Figure 201110113834X100001DEST_PATH_IMAGE010
为定子电势、
Figure 201110113834X100001DEST_PATH_IMAGE012
Figure 201110113834X100001DEST_PATH_IMAGE014
为定子电势的
Figure 201110113834X100001DEST_PATH_IMAGE016
轴分量、
Figure 201110113834X100001DEST_PATH_IMAGE018
为空载电势、
Figure 201110113834X100001DEST_PATH_IMAGE020
为电抗。
1. A speed sensorless control method for a direct-drive permanent magnet synchronous wind turbine, characterized in that: the control method passes the formula
Figure 201110113834X100001DEST_PATH_IMAGE002
=
Figure 201110113834X100001DEST_PATH_IMAGE004
Find the rotor position angle, through the formula
Figure 201110113834X100001DEST_PATH_IMAGE006
Calculate the electrical angular velocity of the rotor; where
Figure 201110113834X100001DEST_PATH_IMAGE008
is the resistance,
Figure 201110113834X100001DEST_PATH_IMAGE010
is the stator potential,
Figure 201110113834X100001DEST_PATH_IMAGE012
and
Figure 201110113834X100001DEST_PATH_IMAGE014
for the stator potential
Figure 201110113834X100001DEST_PATH_IMAGE016
axis component,
Figure 201110113834X100001DEST_PATH_IMAGE018
is the no-load potential,
Figure 201110113834X100001DEST_PATH_IMAGE020
for the reactance.
CN201110113834XA 2011-05-04 2011-05-04 Non-speed sensor control method of direct-drive permanent-magnet synchronous wind turbine Expired - Fee Related CN102170262B (en)

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Publication number Priority date Publication date Assignee Title
CN102510260B (en) * 2011-11-17 2014-03-12 华中科技大学 Induction machine vector control method taking account of iron loss
CN103198191B (en) * 2013-04-09 2015-10-21 华北电力大学 Based on the permanent magnet direct-drive Wind turbines simulation model system of PSCAD
CN103595328B (en) * 2013-11-11 2016-05-11 中广核工程有限公司 A kind of control method of permagnetic synchronous motor and system
CN104362930A (en) * 2014-12-09 2015-02-18 南京国电南自新能源科技有限公司 Stator counter electromotive force-based fast calculation method of synchronous motor rotating speeds
CN109802618B (en) * 2019-01-25 2020-08-28 燕山大学 Identification method of rotor initial position of permanent magnet synchronous motor based on filterless

Citations (4)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN101123352A (en) * 2007-08-30 2008-02-13 中国科学院电工研究所 Back-to-back converter of wind power generation system and its circulation control method
CN101282102A (en) * 2008-04-29 2008-10-08 合肥阳光电源有限公司 Control method for megawatt permanent magnetism synchronous directly-driving-wind motor group non-speed sensor
CN101505130A (en) * 2009-03-17 2009-08-12 国网电力科学研究院 Rotor position estimation and correction method for permanent magnet synchronous generator
CN101764567A (en) * 2010-01-29 2010-06-30 合肥阳光电源有限公司 Composite vector control method for permanent magnet synchronous wind generator

Patent Citations (4)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN101123352A (en) * 2007-08-30 2008-02-13 中国科学院电工研究所 Back-to-back converter of wind power generation system and its circulation control method
CN101282102A (en) * 2008-04-29 2008-10-08 合肥阳光电源有限公司 Control method for megawatt permanent magnetism synchronous directly-driving-wind motor group non-speed sensor
CN101505130A (en) * 2009-03-17 2009-08-12 国网电力科学研究院 Rotor position estimation and correction method for permanent magnet synchronous generator
CN101764567A (en) * 2010-01-29 2010-06-30 合肥阳光电源有限公司 Composite vector control method for permanent magnet synchronous wind generator

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