CN102969968A - Permanent magnet synchronous motor control method - Google Patents

Permanent magnet synchronous motor control method Download PDF

Info

Publication number
CN102969968A
CN102969968A CN201210461889.4A CN201210461889A CN102969968A CN 102969968 A CN102969968 A CN 102969968A CN 201210461889 A CN201210461889 A CN 201210461889A CN 102969968 A CN102969968 A CN 102969968A
Authority
CN
China
Prior art keywords
sliding mode
rotating speed
order
nonsingular terminal
terminal sliding
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
CN201210461889.4A
Other languages
Chinese (zh)
Other versions
CN102969968B (en
Inventor
尹忠刚
李东
钟彦儒
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.)
Xian University of Technology
Original Assignee
Xian University of Technology
Priority date (The priority date is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the date listed.)
Filing date
Publication date
Application filed by Xian University of Technology filed Critical Xian University of Technology
Priority to CN201210461889.4A priority Critical patent/CN102969968B/en
Publication of CN102969968A publication Critical patent/CN102969968A/en
Application granted granted Critical
Publication of CN102969968B publication Critical patent/CN102969968B/en
Expired - Fee Related legal-status Critical Current
Anticipated expiration legal-status Critical

Links

Images

Landscapes

  • Control Of Ac Motors In General (AREA)

Abstract

The invention discloses a permanent magnet synchronous motor control method in which a vector control system is used. The vector control system comprises an outer speed ring and an inner current ring, and a PI (proportional-integral) controller of a rotating speed ring is replaced with a two-DOF (degree of freedom) higher-order nonsingular terminal sliding mode controller; the input of the two-DOF higher-order nonsingular terminal sliding mode controller is the difference between the given rotating speed w* of a motor and the actual feedback rotating speed w* of the motor; the error between the given rotating speed and the feedback rotating speed is judged, when the error of the rotating speed is less than Xi, an output exciting current iq* is calculated by a simple higher-order nonsingular terminal sliding mode controller; when the error of the rotating speed is greater than Xi, the output of the two-DOF higher-order nonsingular terminal sliding mode controller is an output iq* controlled by a higher-order nonsingular terminal sliding mode and the sum of the output and compensation gain of the higher-order nonsingular terminal sliding mode; and the size of Xi can be set according to actual situations and needs. According to the method, the system control accuracy is improved and the rapid convergence of the rotating speed of the motor is realized; and the method has strong robustness on load disturbances.

Description

A kind of method for controlling permanent magnet synchronous motor
Technical field
The present invention relates to a kind of method for controlling permanent magnet synchronous motor.
Background technology
Permagnetic synchronous motor (Permanent Magnet Synchronous Motor is abbreviated as PMSM) has the advantages such as low inertia, fast-response, high power density, low-loss, high efficiency.And along with increasing substantially of permanent magnetic material performance, its application in the industrial production automation field will be more and more extensive.But because permagnetic synchronous motor is the multivariable system of a high-order, non-linear, close coupling, also exist the uncertainties such as Parameter Perturbation, load disturbance simultaneously, therefore will carry out difficulty of high performance control ratio to it.Have much for the control method of PMSM at present to be suggested, such as adaptive control, fuzzy control, neural net, Active Disturbance Rejection Control etc.But these are applied in because the algorithm more complicated seldom has in the actual engineering.
Sliding moding structure has good consistency because of it to system parameters uncertainty and external disturbance, begun to be widely used in the electric machine speed regulation field, Sliding mode variable structure control has strong robustness, realizes simple advantage, when the parameter of electric machine changes and disturbance occurs, still the performance of satisfaction guaranted, thereby be subject to the attention of increasing Chinese scholars.But because the discontinuity of its control action is easy to make system to produce and buffets, greatly affected the application in the working control.The high frequency switching controls can cause chattering phenomenon under the effect of disturbance and model parameter perturbation.And the proportional relation of amplitude of the amplitude of buffeting and disturbance and model parameter perturbation.In electric machine control system, buffet and can produce pulsation thrust, affect stationarity and the positioning accuracy of system, increase energy loss.The nonsingular terminal sliding mode that proposed in recent years can make system mode arrive balance point in finite time, and steady-state tracking precision is high, buffets but still exist.Use saturation function and replace switch function, emulation shows that it has weakened buffeting to a certain extent, but has also weakened the robustness of system simultaneously.Using observer observation load disturbance is also compensated, the method is by reducing nonlinear terms, can reduce preferably to buffet, but increase the complexity of system because having increased observer, and the existence of system chatter affects accuracy of observation, the actual effect of improving that reaches desirable of being difficult to.
Summary of the invention
The object of the present invention is to provide a kind of method for controlling permanent magnet synchronous motor, to improve robustness and the dynamic responding speed of electric machine control system.
The object of the present invention is achieved like this, a kind of method for controlling permanent magnet synchronous motor, adopt vector control system, vector control system comprises speed outer shroud and current inner loop two parts, and the PI controller of der Geschwindigkeitkreis adopts the nonsingular terminal sliding mode controller of two degrees of freedom high-order to replace; The given rotating speed w that is input as motor of the nonsingular terminal sliding mode controller of two degrees of freedom high-order *Poor with the actual feedback rotating speed w of motor judged the error size of given rotating speed and feedback rotating speed, when speed error during less than ξ, and the exciting current i of output q *To calculate by the nonsingular terminal control unit of simple High-Order Sliding Mode to realize; When speed error during greater than ξ the nonsingular terminal sliding mode control of two degrees of freedom high-order be output as the output i of the nonsingular terminal sliding mode control of high-order q *Output and compensating gain sum for the nonsingular terminal sliding mode of high-order; Wherein the large I of ξ is according to actual conditions and requirements set.
The present invention has following beneficial effect:
1, the present invention replaces the PI controller in the der Geschwindigkeitkreis by adopting with the nonsingular terminal control of two degrees of freedom High-Order Sliding Mode, switching item in traditional sliding-mode control is added on the derivative of terminal sliding mode control method, therefore, effectively reduce the buffeting problem of sliding moding structure in system's control procedure, thereby also improved system's control precision, so that rotating speed can be able to effectively be converged near the balance point.
2, the present invention proposes the permagnetic synchronous motor method for controlling number of revolution based on the nonsingular terminal of two degrees of freedom High-Order Sliding Mode, when eliminating the controlled quentity controlled variable buffeting, has realized the Fast Convergent of motor speed, and load disturbance is had stronger robustness.
Description of drawings
Fig. 1 is permagnetic synchronous motor control vector method block diagram;
Fig. 2 is the nonsingular terminal control block diagram of two degrees of freedom High-Order Sliding Mode of the present invention;
Fig. 3 is the Emulation of Electrical Machinery speed waveform curve of two degrees of freedom High-Order Sliding Mode control of the present invention;
Fig. 4 is the Emulation of Electrical Machinery speed waveform curve of conventional PI control.
Among Fig. 1,1. inverter, 2.PMSM module, 3. signal deteching circuit, 4.Clark conversion, 5.Park conversion, 6. speed measuring coder, the 7. outer ring controller of the nonsingular terminal control of two degrees of freedom High-Order Sliding Mode, 8. anti-Park conversion, 9.SVPWM module.
Embodiment
A kind of method for controlling permanent magnet synchronous motor adopts vector control system, and vector control system comprises speed outer shroud and current inner loop two parts, mainly contains main circuit, current signal detection circuit 3 and control circuit; Referring to Fig. 1, main circuit comprises inverter 1 and PMSM module 2, and current signal detection circuit 3 detects the three-phase current of motor under the three phase static coordinate system by Hall element, gets two-phase output current i wherein A, i B, through Clarke conversion 4, the current value i under convert to static two phase coordinate systems α, i β, at speed ring, given rotating speed w *Compare with the feedback speed w that encoder 6 records, after regulating through the outer ring controller 7 of the nonsingular terminal control of two degrees of freedom High-Order Sliding Mode, the q shaft current i under the output rotor rotating coordinate system q *,, the current value i under static two phase coordinate systems α, i βAnd rotor angle θ is converted to the two-phase feedback calculating exciting current current i under the rotor coordinate system through Park conversion 5 dWith torque current i q, given exciting current i d *Calculate exciting current i with feedback dCompare, after regulating through current PI, obtain the d axle output voltage u of two cordic phase rotators dTorque current i q *With feedback calculating torque current i qAfter comparing, after the current PI adjusting, obtain the q axle output voltage u of two cordic phase rotators qThis moment, two phase voltage u under the rotating coordinate system qWith u dThrough two phase voltage u under convert to static two phase coordinate systems after the Park inverse transformation 8 α, u β, through the adjusting of SVPWM module 9, produce the PWM ripple, through after the three-phase inverter, drive motors work.
Main feature of the present invention is, with the nonsingular terminal sliding mode controller replacement of PI controller employing two degrees of freedom high-order of original vector control system der Geschwindigkeitkreis.The given rotating speed w that is input as motor of the nonsingular terminal sliding mode controller of two degrees of freedom high-order *Then poor with the actual feedback rotating speed w of motor judge the error size of given rotating speed and feedback rotating speed.When speed error hour, the exciting current i of output q *To calculate by the nonsingular terminal control unit of simple High-Order Sliding Mode to realize; The nonsingular terminal sliding mode control of two degrees of freedom high-order is output as the output i of the nonsingular terminal sliding mode control of high-order when speed error is larger q *Output and compensating gain sum for the nonsingular terminal sliding mode of high-order.Wherein the compensating gain here is that the coefficient that multiply by with speed error obtains, the change that the torque current of output also can be real-time in the time of the speed error real time altering like this, so can be more effective regulating system, so that motor speed is more steady, thereby reduced the fluctuation of rotating speed, reached and control preferably effect.
Fig. 2 medium speed deviation be judge rotating speed error size, if when the rotating speed deviation is larger, the output sum that the nonsingular terminal sliding mode of compensating gain and high-order is controlled is i q *If speed error hour, then compensating gain is zero, i.e. torque current i q *Output for the nonsingular terminal sliding mode control of simple high-order.Wherein the nonsingular terminal sliding mode controller's design of high-order is as follows:
The control target of der Geschwindigkeitkreis controller is motor actual speed energy accurate tracking speed preset, and the Parameter Perturbation such as load disturbance and frictional resistance has complete robustness to external world, the given signal i of the friendship shaft current of output smoothing q *Order; Given signal is ω *, suppose ω *Enough level and smooth, almost everywhere has 2 rank continuous derivatives, the definition error state:
e ω*
(1)
According to the permanent magnet synchronous motor state equation, can get the speed error system state equation and be:
e · ω = ω · * - ω · = ω · * - pψ f J i q * + B J ω + T L J - - - ( 2 )
Error system state equation (2) is 1 to the relative rank of error state (1), therefore can by 2 rank or 2 rank above sliding formwork control realization system without buffeting, namely smoothly buffet without high frequency.Here der Geschwindigkeitkreis adopts 2 rank sliding formwork controls, makes error state e ωHave the Second Order Sliding Mode motion state:
Figure BDA00002409665500042
For realizing error state e ωThe motion of 2 rank sliding formworks, design following nonsingular terminal sliding mode face:
l ω = e ω + r e · ω p / q - - - ( 3 )
In the formula, γ〉0, p, q are odd number, and 1<p/q<2.According to nonsingular terminal sliding mode convergence property, design appropriate sliding formwork control law so that nonsingular terminal sliding mode face (3) converges to zero in finite time, i.e. l ω=0.Systematic error state e ωEnter the terminal sliding mode motion state, will in finite time, arrive 2 rank sliding formwork motions.
Select nonsingular terminal sliding mode face (3) and design control law as follows:
u q = u qeq + u qn u qeq = Li · q * + Lpωi d + R s i q + pψ f ω u qn = L ∫ 0 t [ 1 γ q p e · q 2 - p / q + k 1 sgn ( s q ) + k 2 s q ] dt - - - ( 4 )
Wherein, k 1, k 2Be parameter.
If select Liapunov function to be: v ω(t)=0.5l ω 2(t)
To v w(t) the time differentiate gets:
v · ω ( t ) = l ω ( t ) l ω ( t )
= l ω γ 1 p 1 q 1 e · ω p 1 / q 1 - 1 [ e · · ω + q 1 γ 1 p 1 e · ω 2 - p 1 / q 1 ]
= l ω γ 1 p 1 q 1 e · ω p 1 / q 1 - 1 [ - ( k 1 + η 1 ) sgn l ω + T L J - η 2 l ω ]
≤ - γ 1 ( p 1 / q 1 ) e · ω p 1 / q 1 - 1 ( η 1 | l ω | + η 2 l ω 2 )
As can be seen from the above equation, work as l ω≠ 0 o'clock, because
Figure BDA00002409665500055
Then
Figure BDA00002409665500056
And if only if
Figure BDA00002409665500057
The time,
Figure BDA00002409665500058
And work as e ω≠ 0 can prove not to be a stable state, namely
Figure BDA000024096655000510
Can not keep always.So system is in finite time arrival and keep nonsingular terminal sliding mode l ω=0, e then ωTo in finite time, restrain.By regulating parameter p 2, q 2, k 1, k 2Error e that can adjusting rotary speed ωConvergence rate.If provable selecting type (3) can be restrained for the nonsingular terminal sliding mode plane system that is thus.
In control procedure, also have certain high dither for the nonsingular terminal of High-Order Sliding Mode, adopt the two degrees of freedom control principle, in the nonsingular terminal of above-mentioned High-Order Sliding Mode, added the two degrees of freedom control algolithm and to reach system has better been controlled.Concrete control method block diagram is done speed preset and speed feedback poorly to obtain the rotating speed deviation as shown in Figure 2, if the rotating speed deviation is in the acceptable scope then can directly obtain i through the nonsingular terminal control of High-Order Sliding Mode q *Same i again qDo poor after as the input of electric current loop PI controller; If when the rotating speed deviation is larger, i then q *Be the output of the nonsingular terminal control of High-Order Sliding Mode and the compensating gain sum of two degrees of freedom feedback.Adjustment i that so just can be real-time q *Size obtain preferably rotating speed control purpose.
Systematic error size control among Fig. 2 is to adopt piecewise function, carries out two degrees of freedom in the time of larger to speed error and regulates, and does not process when speed error is less.If error state is
Figure BDA000024096655000511
Then order:
ξ = ξ 1 - e ω , e ω ≥ ξ 1 0 , ξ 2 ≤ e ω ≤ ξ 1 ξ 2 - e ω , e ω ≤ ξ 2 - - - ( 5 )
Wherein, ξ 1And ξ 2Be the feedback switching point, and ξ 10, ξ 2<0, ξ 1, ξ 2Be constant.By selecting suitable ξ 1, ξ 2Size can the Adjustment System performance.Work as e ω〉=ξ 1The time, system is positive feedback; Work as e ω≤ ξ 2The time, system is negative feedback; Work as ξ 1≤ e ω≤ ξ 2The time think that acceptable error range do not process this system still for the single-degree-of-freedom control system.Can control dynamically in real time the two degrees of freedom feedback loop thus, thereby reach better system control performance.
Control method of the present invention has the advantage of the nonsingular terminal control of High-Order Sliding Mode and two degrees of freedom control method simultaneously.
The present invention is based on the control of the nonsingular terminal control system of two degrees of freedom High-Order Sliding Mode, has simple in structurely, is easy to realize, robustness is good, have the fast and little advantage of tracking error of speed responsive, improved Systems balanth, effectively improved the dynamic and static runnability of system.
In order to verify the feasibility of two degrees of freedom High-Order Sliding Mode control method, this paper has carried out emulation at the MATLAB platform, and the permagnetic synchronous motor parameter of selection is: R=4.96 Ω, L d=0.0085mH, L q=0.0085mH, B=0, number of pole-pairs p=2, ψ=0.375Wb, J=.26 * 10 -5Kg.m 2, simulation result is as follows:
Fig. 3, Fig. 4 are respectively the Emulation of Electrical Machinery speed waveform curve of the given rotating speed control of two degrees of freedom High-Order Sliding Mode and conventional PI control when being 1500r/min.The load of motor impact 5Nm when 0.2s, as seen from Figure 3 the startup stage speed overshoot only for compare the control of two degrees of freedom High-Order Sliding Mode about 0.035s with PI control very fast dynamic property is arranged less than 10r/min and adjusting time, when 0.2s during system's shock load, the control of two degrees of freedom High-Order Sliding Mode can arrive stable state about 0.202s, and the rotating speed landing that loads rear motor only is about 5r/min, compare with traditional PI and can get back to faster stable state, and fluctuation is less.Illustrate that this control method has preferably robustness to load, and quick performance.

Claims (1)

1. method for controlling permanent magnet synchronous motor is characterized in that: adopt vector control system, vector control system comprises speed outer shroud and current inner loop two parts, and the PI controller of der Geschwindigkeitkreis adopts the nonsingular terminal sliding mode controller of two degrees of freedom high-order to replace; The given rotating speed w that is input as motor of the nonsingular terminal sliding mode controller of two degrees of freedom high-order *Poor with the actual feedback rotating speed w of motor judged the error size of given rotating speed and feedback rotating speed, when speed error during less than ξ, and the exciting current i of output q *To calculate by the nonsingular terminal control unit of simple High-Order Sliding Mode to realize; When speed error during greater than ξ the nonsingular terminal sliding mode control of two degrees of freedom high-order be output as the output i of the nonsingular terminal sliding mode control of high-order q *Output and compensating gain sum for the nonsingular terminal sliding mode of high-order; Wherein the large I of ξ is according to actual conditions and requirements set.
CN201210461889.4A 2012-11-15 2012-11-15 Permanent magnet synchronous motor control method Expired - Fee Related CN102969968B (en)

Priority Applications (1)

Application Number Priority Date Filing Date Title
CN201210461889.4A CN102969968B (en) 2012-11-15 2012-11-15 Permanent magnet synchronous motor control method

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
CN201210461889.4A CN102969968B (en) 2012-11-15 2012-11-15 Permanent magnet synchronous motor control method

Publications (2)

Publication Number Publication Date
CN102969968A true CN102969968A (en) 2013-03-13
CN102969968B CN102969968B (en) 2015-03-25

Family

ID=47799892

Family Applications (1)

Application Number Title Priority Date Filing Date
CN201210461889.4A Expired - Fee Related CN102969968B (en) 2012-11-15 2012-11-15 Permanent magnet synchronous motor control method

Country Status (1)

Country Link
CN (1) CN102969968B (en)

Cited By (22)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN103236814A (en) * 2013-04-27 2013-08-07 南京工程学院 Fractional integral sliding mode-based speed control method and device for permanent magnet synchronous motor
CN103762925A (en) * 2014-01-10 2014-04-30 西安理工大学 Method for estimating H8 revolving speed of permanent magnet synchronous motor based on immune algorithm
CN104201945A (en) * 2014-08-14 2014-12-10 浙江工业大学 Finite time synchronous control method of double permanent magnet synchronous motor chaotic systems
CN104242769A (en) * 2014-09-30 2014-12-24 天津大学 Permanent magnet synchronous motor speed composite control method based on continuous terminal slip form technology
CN104270054A (en) * 2014-10-24 2015-01-07 哈尔滨工业大学 Anti-rest Windup smooth nonsingular terminal sliding mode control method for permanent magnet synchronous motor based on relative order
CN104753417A (en) * 2013-12-26 2015-07-01 北京谊安医疗***股份有限公司 Device and method for controlling brushless direct-current motor for anesthesia machines
CN104953915A (en) * 2015-07-14 2015-09-30 东南大学 Permanent magnet synchronous motor sliding-mode control strategy based on novel reaching law
CN105262395A (en) * 2015-10-29 2016-01-20 华中科技大学 Method and system for controlling permanent magnet synchronous motor based on sliding mode control theory
CN105634359A (en) * 2016-03-25 2016-06-01 中车永济电机有限公司 Design method of improved PI controller
CN104201945B (en) * 2014-08-14 2017-01-04 浙江工业大学 The terminal sliding mode control method of double permagnetic synchronous motor chaos systems
CN106549609A (en) * 2016-10-24 2017-03-29 合肥工业大学 Method for controlling permanent magnet synchronous motor based on integral form high order termination sliding Mode Algorithm
CN106549619A (en) * 2016-10-26 2017-03-29 东南大学 A kind of control system for permanent-magnet synchronous motor accurately recognized based on speed
CN106950835A (en) * 2017-04-19 2017-07-14 上海交通大学 Succinct Robust Two-Degree-of-Freedom proportional plus integral control method
CN107395080A (en) * 2017-09-06 2017-11-24 湖南工业大学 Speedless sensor moment controlling system and method based on cascade non-singular terminal sliding mode observer
CN108678902A (en) * 2018-05-02 2018-10-19 曾喆昭 The straight disturbance sensing control method for driving PMSM wind generator systems MPPT
CN109194219A (en) * 2018-09-25 2019-01-11 湖南工业大学 Based on model-free non-singular terminal sliding formwork control permanent magnet synchronous motor method and system
CN109245644A (en) * 2018-10-16 2019-01-18 苏州科技大学 A kind of implementation method of the robust two degree of freedom controller of permanent magnet synchronous motor
CN109617482A (en) * 2018-12-31 2019-04-12 西安科技大学 The L2 sliding-mode control of permanent magnet synchronous motor
CN110323983A (en) * 2019-07-23 2019-10-11 广东工业大学 A kind of Current Decoupling method, apparatus, equipment and the medium of permanent magnet synchronous motor
CN110557070A (en) * 2019-09-30 2019-12-10 山东深川变频科技股份有限公司 permanent magnet synchronous motor parameter identification method based on second-order sliding-mode observer
CN111211717A (en) * 2020-01-14 2020-05-29 西北工业大学 IPMSM (intelligent power management system) position-sensorless motor closed-loop structure control method of nonsingular sliding mode structure
CN112290843A (en) * 2020-10-16 2021-01-29 郑州大学 Variable-exponent power-order approximation law sliding mode and PMSM (permanent magnet synchronous motor) control application thereof

Citations (2)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JP2003088167A (en) * 2001-09-11 2003-03-20 C & S Kokusai Kenkyusho:Kk Positioning method for permanent-magnet synchronous motor
CN102122916A (en) * 2011-04-18 2011-07-13 苏州秉立电动汽车科技有限公司 Compound control method based on vector control system of permanent magnet synchronous motor

Patent Citations (2)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JP2003088167A (en) * 2001-09-11 2003-03-20 C & S Kokusai Kenkyusho:Kk Positioning method for permanent-magnet synchronous motor
CN102122916A (en) * 2011-04-18 2011-07-13 苏州秉立电动汽车科技有限公司 Compound control method based on vector control system of permanent magnet synchronous motor

Non-Patent Citations (3)

* Cited by examiner, † Cited by third party
Title
张晓光等: "永磁同步电动机混合非奇异终端滑模变结构控制", 《中国电机工程学报》, vol. 31, no. 27, 25 September 2011 (2011-09-25), pages 116 - 122 *
王艳敏等: "基于负载转矩估计的PMSM无抖振滑模控制", 《***仿真学报》, vol. 21, no. 11, 30 June 2009 (2009-06-30) *
薛树功等: "基于EKF和SMC的永磁同步电机无传感器矢量控制", 《信息与控制》, vol. 41, no. 2, 30 April 2012 (2012-04-30), pages 267 - 272 *

Cited By (35)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN103236814A (en) * 2013-04-27 2013-08-07 南京工程学院 Fractional integral sliding mode-based speed control method and device for permanent magnet synchronous motor
CN104753417A (en) * 2013-12-26 2015-07-01 北京谊安医疗***股份有限公司 Device and method for controlling brushless direct-current motor for anesthesia machines
CN104753417B (en) * 2013-12-26 2019-02-22 北京谊安医疗***股份有限公司 The control device and method of brshless DC motor for Anesthesia machine
CN103762925B (en) * 2014-01-10 2016-03-30 西安理工大学 Adopt the H of the permagnetic synchronous motor of immune algorithm ∞method for estimating rotating speed
CN103762925A (en) * 2014-01-10 2014-04-30 西安理工大学 Method for estimating H8 revolving speed of permanent magnet synchronous motor based on immune algorithm
CN104201945A (en) * 2014-08-14 2014-12-10 浙江工业大学 Finite time synchronous control method of double permanent magnet synchronous motor chaotic systems
CN104201945B (en) * 2014-08-14 2017-01-04 浙江工业大学 The terminal sliding mode control method of double permagnetic synchronous motor chaos systems
CN104242769A (en) * 2014-09-30 2014-12-24 天津大学 Permanent magnet synchronous motor speed composite control method based on continuous terminal slip form technology
CN104270054B (en) * 2014-10-24 2016-09-21 哈尔滨工业大学 Permagnetic synchronous motor Anti-reset Windup based on Relative order smooths non-singular terminal sliding-mode control
CN104270054A (en) * 2014-10-24 2015-01-07 哈尔滨工业大学 Anti-rest Windup smooth nonsingular terminal sliding mode control method for permanent magnet synchronous motor based on relative order
CN104953915A (en) * 2015-07-14 2015-09-30 东南大学 Permanent magnet synchronous motor sliding-mode control strategy based on novel reaching law
CN104953915B (en) * 2015-07-14 2017-06-30 东南大学 A kind of permagnetic synchronous motor sliding mode control strategy based on Reaching Law
CN105262395A (en) * 2015-10-29 2016-01-20 华中科技大学 Method and system for controlling permanent magnet synchronous motor based on sliding mode control theory
CN105634359A (en) * 2016-03-25 2016-06-01 中车永济电机有限公司 Design method of improved PI controller
CN106549609A (en) * 2016-10-24 2017-03-29 合肥工业大学 Method for controlling permanent magnet synchronous motor based on integral form high order termination sliding Mode Algorithm
CN106549609B (en) * 2016-10-24 2019-04-09 合肥工业大学 Method for controlling permanent magnet synchronous motor based on integral form high order termination sliding Mode Algorithm
CN106549619A (en) * 2016-10-26 2017-03-29 东南大学 A kind of control system for permanent-magnet synchronous motor accurately recognized based on speed
CN106549619B (en) * 2016-10-26 2018-11-09 东南大学 A kind of control system for permanent-magnet synchronous motor accurately recognized based on speed
CN106950835A (en) * 2017-04-19 2017-07-14 上海交通大学 Succinct Robust Two-Degree-of-Freedom proportional plus integral control method
CN106950835B (en) * 2017-04-19 2020-03-17 上海交通大学 Simple and robust two-degree-of-freedom proportional-integral control method
CN107395080A (en) * 2017-09-06 2017-11-24 湖南工业大学 Speedless sensor moment controlling system and method based on cascade non-singular terminal sliding mode observer
CN107395080B (en) * 2017-09-06 2023-06-16 湖南工业大学 Speed sensor-free torque control system and method based on cascade nonsingular terminal sliding mode observer
CN108678902A (en) * 2018-05-02 2018-10-19 曾喆昭 The straight disturbance sensing control method for driving PMSM wind generator systems MPPT
CN108678902B (en) * 2018-05-02 2019-08-27 曾喆昭 The straight disturbance sensing control method for driving PMSM wind generator system MPPT
CN109194219B (en) * 2018-09-25 2021-11-02 湖南工业大学 Method and system for controlling permanent magnet synchronous motor based on model-free nonsingular terminal sliding mode
CN109194219A (en) * 2018-09-25 2019-01-11 湖南工业大学 Based on model-free non-singular terminal sliding formwork control permanent magnet synchronous motor method and system
CN109245644A (en) * 2018-10-16 2019-01-18 苏州科技大学 A kind of implementation method of the robust two degree of freedom controller of permanent magnet synchronous motor
CN109245644B (en) * 2018-10-16 2020-07-10 苏州科技大学 Implementation method of robust two-degree-of-freedom controller of permanent magnet synchronous motor
CN109617482A (en) * 2018-12-31 2019-04-12 西安科技大学 The L2 sliding-mode control of permanent magnet synchronous motor
CN109617482B (en) * 2018-12-31 2022-07-08 重庆虬龙科技有限公司 L2 sliding mode control method of permanent magnet synchronous motor
CN110323983A (en) * 2019-07-23 2019-10-11 广东工业大学 A kind of Current Decoupling method, apparatus, equipment and the medium of permanent magnet synchronous motor
CN110557070A (en) * 2019-09-30 2019-12-10 山东深川变频科技股份有限公司 permanent magnet synchronous motor parameter identification method based on second-order sliding-mode observer
CN111211717A (en) * 2020-01-14 2020-05-29 西北工业大学 IPMSM (intelligent power management system) position-sensorless motor closed-loop structure control method of nonsingular sliding mode structure
CN112290843A (en) * 2020-10-16 2021-01-29 郑州大学 Variable-exponent power-order approximation law sliding mode and PMSM (permanent magnet synchronous motor) control application thereof
CN112290843B (en) * 2020-10-16 2022-02-18 郑州大学 Variable exponential power approach law and PMSM control application thereof

Also Published As

Publication number Publication date
CN102969968B (en) 2015-03-25

Similar Documents

Publication Publication Date Title
CN102969968B (en) Permanent magnet synchronous motor control method
CN103051274B (en) Variable damping-based passive control method for two-degree-of-freedom permanent magnetic synchronous motor
CN103701386B (en) Based on the acquisition methods of the full rank flux observer of the Speed Sensorless Induction Motor of observation magnetic linkage error
CN105577058A (en) Novel fuzzy active disturbance rejection controller based five-phase fault-tolerant permanent magnet motor speed control method
CN104270054A (en) Anti-rest Windup smooth nonsingular terminal sliding mode control method for permanent magnet synchronous motor based on relative order
CN103401501A (en) Permanent magnet synchronous motor (PMSM) servo system control method based on fuzzy and active disturbance rejection control
CN106026835A (en) No-velocity sensor optimization method based on fuzzy control and sliding-mode observer
CN108336935B (en) Linear motor control method with cooperation of backstepping control and ESO
CN112290843B (en) Variable exponential power approach law and PMSM control application thereof
CN105811826A (en) Novel reaching law sliding mode control method for induction machine
CN106059423A (en) FC and SMO based control system free of speed controller
Rong et al. A new PMSM speed modulation system with sliding mode based on active-disturbance-rejection control
Chakib et al. Comparative study of active disturbance rejection control with RST control for variable wind speed turbine based on doubly fed induction generator connected to the grid
Yue et al. Direct torque control method of PMSM based on fractional order PID controller
Li et al. Sensorless control of permanent magnet synchronous linear motor based on sliding mode variable structure MRAS flux observation
He et al. Research on active disturbance rejection control of induction motor
Du et al. Linear auto disturbance rejection controller for vector-controlled PMSM drive system
Yuntao et al. Design of explicit model predictive control for PMSM drive systems
Han et al. Research on PMSM sensor-less system based on ADRC-PBC strategy
Sancar et al. Hardware-in-the-loop simulations and control design for a small vertical axis wind turbine
Zhao et al. Disturbance rejection enhancement of vector controlled PMSM using second-order nonlinear ADRC
CN108599646B (en) quasi-PI disturbance perception control method for MPPT of direct-drive PMSM wind power system
Han et al. Research on PMSM sensor-less system based on ADRC strategy
Zhu et al. Simulation Research on Ship-borne PMSM Speed Regulation Control System Based on Fuzzy PID Control
Chiu et al. Maximum power point tracking of wind power systems via fast terminal sliding mode control

Legal Events

Date Code Title Description
C06 Publication
PB01 Publication
C10 Entry into substantive examination
SE01 Entry into force of request for substantive examination
C14 Grant of patent or utility model
GR01 Patent grant
CF01 Termination of patent right due to non-payment of annual fee
CF01 Termination of patent right due to non-payment of annual fee

Granted publication date: 20150325

Termination date: 20201115