CN113726234A - PID control-based stepping motor double-closed-loop control method and system - Google Patents

PID control-based stepping motor double-closed-loop control method and system Download PDF

Info

Publication number
CN113726234A
CN113726234A CN202110849506.XA CN202110849506A CN113726234A CN 113726234 A CN113726234 A CN 113726234A CN 202110849506 A CN202110849506 A CN 202110849506A CN 113726234 A CN113726234 A CN 113726234A
Authority
CN
China
Prior art keywords
stepping motor
loop
value
pid
control
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.)
Pending
Application number
CN202110849506.XA
Other languages
Chinese (zh)
Inventor
华庆
陈曦童
郝新源
王寰宇
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.)
Shandong Normal University
Original Assignee
Shandong Normal University
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 Shandong Normal University filed Critical Shandong Normal University
Priority to CN202110849506.XA priority Critical patent/CN113726234A/en
Publication of CN113726234A publication Critical patent/CN113726234A/en
Pending legal-status Critical Current

Links

Images

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
    • H02P8/00Arrangements for controlling dynamo-electric motors rotating step by step
    • H02P8/32Reducing overshoot or oscillation, e.g. damping

Landscapes

  • Engineering & Computer Science (AREA)
  • Power Engineering (AREA)
  • Control Of Stepping Motors (AREA)

Abstract

The utility model provides a stepping motor double closed loop control method and system based on PID control, comprising a PID controller, a driver, a stepping motor and an encoder, wherein the driver is respectively connected with the PID controller and the stepping motor; the encoder is connected with the stepping motor; the PID controller comprises a speed ring and a position ring which are respectively connected with the encoder; the PID controller calculates based on the total pulse number of the encoder and a first target value set by an upper computer to obtain a position ring expected value for controlling the direction of the stepping motor; and setting a control coefficient through a PID controller, and judging whether to start speed loop control or not by combining the obtained expected value of the position loop, so that the stepping motor adopts speed loop control when being far away from the target value and adopts position loop control when reaching the target value.

Description

PID control-based stepping motor double-closed-loop control method and system
Technical Field
The disclosure belongs to the technical field of motor control, and particularly relates to a stepping motor double-closed-loop control method and system based on PID control.
Background
The statements in this section merely provide background information related to the present disclosure and may not necessarily constitute prior art.
The stepping motor is a motor which converts an electric pulse signal into corresponding angular displacement or linear displacement; the rotor rotates an angle or one step before inputting a pulse signal, the output angular displacement or linear displacement is proportional to the input pulse number, and the rotating speed is proportional to the pulse frequency.
As the inventor knows, the conventional proportional-integral-derivative (PID) single closed loop control has certain defects in the control of the stepping motor: although the speed ring closed-loop control can accurately control the rotating speed of the stepping motor, the accurate control on the position of the stepping motor is difficult to realize; although the closed-loop control of the position ring can accurately control the rotation angle of the stepping motor, the locked-rotor of the stepping motor is effectively prevented by artificially limiting the speed. The traditional PID double closed loop control easily causes the overshoot phenomenon of the stepping motor when reaching the set target value.
Therefore, it is necessary to study the double closed loop control of the stepping motor.
Disclosure of Invention
In order to solve the defects of the prior art, the disclosure provides a method and a system for controlling a double closed loop of a stepping motor based on PID control, wherein whether speed loop control is started or not is judged by setting a control coefficient and combining a position loop expected value, so that the stepping motor adopts speed loop control when the distance from a target value is far, and adopts position loop control when the distance is about to reach the target value, thereby effectively solving the overshoot phenomenon of the stepping motor.
In order to achieve the purpose, the following technical scheme is adopted in the disclosure:
according to some embodiments, a first aspect of the present disclosure provides a dual closed-loop control system for a stepper motor based on PID control, which adopts the following technical solutions:
a stepping motor double closed loop control system based on PID control comprises a PID controller, a driver, a stepping motor and an encoder, wherein the driver is respectively connected with the PID controller and the stepping motor; the encoder is connected with the stepping motor; the PID controller comprises a speed ring and a position ring which are respectively connected with the encoder;
the PID controller calculates based on the total pulse number of the encoder and a first target value set by the PID controller to obtain a position ring expected value for controlling the direction of the stepping motor; and setting a control coefficient through a PID controller, and judging whether to start speed loop control or not by combining the obtained expected value of the position loop, so that the stepping motor adopts speed loop control when being far away from the target value and adopts position loop control when reaching the target value.
According to some embodiments, a second aspect of the present disclosure provides a method for controlling a double closed-loop of a stepper motor based on PID control, which adopts the following technical solutions:
a double closed-loop control method of a stepping motor based on PID control comprises the following steps:
calculating a pulse signal acquired by an encoder to obtain the total pulse number and the pulse number of unit time;
inputting the obtained total pulse number serving as a first actual value and a first target value set in an upper computer into a position ring, and calculating to obtain a position ring expected value based on a PID algorithm;
controlling the rotation direction of the stepping motor according to the expected value of the position ring;
setting a control coefficient based on a PID controller, and judging whether to start speed loop control or not by comparing the magnitude between the control coefficient and a position loop expected value; and starting speed loop control when the expected value of the position loop is greater than the control coefficient, calculating the output comparison value of the second PWM of the stepping motor according to the expected value of the speed loop, and otherwise, directly calculating the output comparison value of the first PWM of the stepping motor according to the expected value of the position loop.
Compared with the prior art, the beneficial effect of this disclosure is:
according to the method and the device, the control coefficient is set, and whether the speed loop control is started or not is judged by combining the expected value of the position loop, so that the speed loop control is adopted when the control coefficient is far away from the target value of the position loop, and the position loop control is adopted when the target value of the position loop is reached, so that the overshoot phenomenon of the stepping motor is effectively solved.
Drawings
The accompanying drawings, which are included to provide a further understanding of the disclosure, illustrate embodiments of the disclosure and together with the description serve to explain the disclosure and are not to limit the disclosure.
Fig. 1 is a block diagram of a double closed-loop control system of a stepping motor based on PID control in a first embodiment of the disclosure;
fig. 2 is a flowchart of a method for controlling a double closed-loop of a stepping motor based on PID control in the second embodiment of the disclosure.
The specific implementation mode is as follows:
the present disclosure is further described with reference to the following drawings and examples.
It should be noted that the following detailed description is exemplary and is intended to provide further explanation of the disclosure. Unless defined otherwise, all technical and scientific terms used herein have the same meaning as commonly understood by one of ordinary skill in the art to which this disclosure belongs.
It is noted that the terminology used herein is for the purpose of describing particular embodiments only and is not intended to be limiting of example embodiments according to the present disclosure. As used herein, the singular forms "a", "an" and "the" are intended to include the plural forms as well, and it should be understood that when the terms "comprises" and/or "comprising" are used in this specification, they specify the presence of stated features, steps, operations, devices, components, and/or combinations thereof, unless the context clearly indicates otherwise.
The embodiments and features of the embodiments in the present disclosure may be combined with each other without conflict.
Example one
The first embodiment of the disclosure provides a stepping motor double-closed-loop control system based on PID control.
The stepping motor double closed loop control system based on PID control shown in FIG. 1 comprises a PID controller, a driver, a stepping motor and an encoder, wherein the driver is respectively connected with the PID controller and the stepping motor; the encoder is connected with the stepping motor; the PID controller comprises a current loop, a speed loop and a position loop which are respectively connected with an encoder.
The PID controller calculates based on the total pulse number of the encoder and a first target value set by an upper computer to obtain a position ring expected value for controlling the direction of the stepping motor; and setting a control coefficient through a PID controller, and judging whether to start speed loop control or not by combining the obtained expected value of the position loop, so that the stepping motor adopts speed loop control when being far away from the target value and adopts position loop control when reaching the target value.
As one or more embodiments, the PID controller is typically a three-loop control system, with a current loop, a speed loop, and a position loop in order from inside to outside.
The input value of the current loop (namely the current loop set value) is the output value of the speed loop after PID adjustment, the current loop set value and the feedback value of the current loop are compared and compared to obtain a difference value, and the obtained difference value is subjected to PID adjustment in the current loop to be output to the stepping motor; the feedback of the current loop here is not the feedback in the encoder, but a hall element (magnetic field induced to become a current-voltage signal) installed inside the driver at each phase is fed back to the current loop. The current loop forms a negative feedback of PID regulation inside the current loop through the difference between the output value controlled by the speed loop and the current voltage signal induced by each phase of Hall element installed inside the driver.
The input of the speed loop (namely speed setting) is the output value of the position loop after PID adjustment and the feedforward value of the position setting, the speed setting and the feedback value of the speed loop are compared and compared to be differenced, the obtained difference value is output after the PID adjustment (mainly proportional gain and integral processing) is carried out on the speed loop, and the output value is the current loop set value in the current loop. The feedback of the speed loop is obtained by a speed arithmetic unit from the feedback value of the encoder.
The input of the position loop is an external pulse signal (usually, the servo exception of directly writing data to a driver address), the external pulse signal is used as a position loop set value after being subjected to smoothing filtering processing and electronic gear calculation, the position loop set value and a numerical value obtained by subjecting the pulse signal fed back from an encoder to calculation of a deviation counter are subjected to PID (proportion integration differentiation) adjustment (proportional gain adjustment and non-integral differential link) of the position loop, and then a resultant value of the position loop set value and a feedforward signal given by the position is output, and the resultant value is set by the speed loop. Feedback for the position loop also comes from the encoder.
The encoder is arranged at the tail part of the stepping motor and is not in any connection with the current loop, the sampling signal of the encoder is from the rotation of the motor instead of the motor current, and the input, the output and the feedback of the current loop are not in any connection. The current loop is formed inside the driver, and even without a motor, feedback operation can be formed by only installing an analog load (e.g., light bulb) current loop on each phase.
In this implementation, the PID controller employs STM32 and the encoder employs a rotary encoder.
Example two
The second embodiment of the disclosure provides a stepping motor double closed-loop control method based on PID control, and adopts the stepping motor double closed-loop control system based on PID control provided in the first embodiment.
As shown in fig. 2, the double closed-loop control system for the stepper motor based on PID control includes the following steps:
step S01: calculating a pulse signal acquired by an encoder to obtain the total pulse number and the pulse number of unit time;
step S02: inputting the obtained total pulse number serving as a first actual value and a first target value set in an upper computer into a position ring, and calculating to obtain a position ring expected value based on a PID algorithm;
step S03: controlling the rotation direction of the stepping motor according to the expected value of the position ring;
step S04: setting a control coefficient based on a PID controller, and judging whether to start speed loop control or not by comparing the magnitude between the control coefficient and a position loop expected value; when the expected value of the position ring is larger than the control coefficient, starting speed ring control, executing step S05, otherwise, directly calculating the output comparison value of the first PWM of the stepping motor according to the expected value of the position ring;
step S05: processing data before calculating the expected value of the speed ring;
step S06: and calculating the speed ring expected value and the output value of the second PWM of the stepping motor.
As one or more embodiments, before step S01, the clock and the peripheral devices of the control system are initialized, and the input of the first target value is performed by the upper computer.
In one or more embodiments, in step S01, the total pulse number is equal to the sum of the product of the timer overflow count and the counter reload value, and the current timer count value; the number of pulses per unit time is equal to the difference between the current total number of pulses and the previous total number of pulses.
In one or more embodiments, in step S02, the first target value and the first actual value are subtracted to obtain a current error e (k), and the current error e (k) is accumulated to obtain an accumulated error
Figure BDA0003181898280000071
Assigning the current error e (k) to the last error e (k-1), and taking the current error e (k) as the last error e (k) -e (k-1) of the next calculation, and accumulating the current error e (k) and the accumulated error
Figure BDA0003181898280000072
And the last error e (K) -e (K-1) calculated next time and a proportionality coefficient K preset in the PID controllerPIntegral coefficient KIAnd a differential coefficient KDPerforming mathematical operation to obtain the expected value of the position ring
Figure BDA0003181898280000073
In one or more embodiments, in step S03, the stepper motor rotates clockwise if the position ring desired value is normal and rotates counterclockwise if the position ring desired value is negative.
As one or more embodiments, in step S04, the output comparison value of the first PWM of the stepping motor is used to control the duty ratio of the PWM wave of the stepping motor, and is related to the counting frequency of the comparison counter, the expected value of the position loop, the sampling frequency of the encoder, and the pulse signal ratio (the pulse signal ratio is the ratio of the number of pulses per single turn of the stepping motor to the number of pulses per single turn of the encoder), that is, the ratio
Figure BDA0003181898280000081
As one or more embodiments, in step S05, the position loop desired value is passed to another variable and the maximum start speed is set;
if the predicted starting speed in the PID controller is higher than the maximum starting speed, the stepping motor cannot be started normally, and the maximum starting speed is set as the starting speed; if the predicted starting speed in the PID controller is lower than the maximum starting speed, the stepping motor can be normally started, and the step motor is effectively prevented from being locked during starting.
In one or more embodiments, in step S06, the position loop expected value is input to the speed loop as the second target value, and the pulse number per unit time is input to the speed loop as the second actual value, and the speed loop expected value is calculated based on the PID algorithm; and calculating an output comparison value of the second PWM of the stepping motor through the speed ring expected value.
Specifically, the second target value and the second actual value are subtracted to obtain a current error e (k), and the current error e (k) is accumulated to obtain an accumulated error
Figure BDA0003181898280000082
Assigning the current error E (k) to the last error E (k-1), and assigning the current error E (k) to the last error E (k-1) as the next error E (k) -E (k-1), and accumulating the current error E (k) and the accumulated error
Figure BDA0003181898280000083
And the last error E (K) -E (K-1) calculated next time and a proportionality coefficient K preset in the PID controllerPIntegral coefficient KIAnd a differential coefficient KDPerforming mathematical operation to obtain the expected value of the speed loop
Figure BDA0003181898280000084
The output comparison value of the second PWM of the stepping motor is used for controlling the duty ratio of the PWM wave of the stepping motor and is related to the counting frequency of the comparison counter, the expected value of a speed ring, the sampling frequency of the encoder and the pulse signal ratio (the pulse signal ratio is the ratio of the number of single-circle pulses of the stepping motor to the number of single-circle pulses of the encoder), namely
Figure BDA0003181898280000091
According to the method and the device, the control coefficient is set, and whether the speed loop control is started or not is judged by combining the expected value of the position loop, so that the speed loop control is adopted when the control coefficient is far away from the target value of the position loop, and the position loop control is adopted when the target value of the position loop is reached, so that the overshoot phenomenon of the stepping motor is effectively solved.
The above description is only a preferred embodiment of the present disclosure and is not intended to limit the present disclosure, and various modifications and changes may be made to the present disclosure by those skilled in the art. Any modification, equivalent replacement, improvement and the like made within the spirit and principle of the present disclosure should be included in the protection scope of the present disclosure.

Claims (10)

1. A stepping motor double closed loop control system based on PID control is characterized by comprising a PID controller, a driver, a stepping motor and an encoder, wherein the driver is respectively connected with the PID controller and the stepping motor; the encoder is connected with the stepping motor; the PID controller comprises a speed ring and a position ring which are respectively connected with the encoder;
the PID controller calculates based on the total pulse number of the encoder and a first target value set by an upper computer to obtain a position ring expected value for controlling the direction of the stepping motor; and setting a control coefficient through a PID controller, and judging whether to start speed loop control or not by combining the obtained expected value of the position loop, so that the stepping motor adopts speed loop control when being far away from the target value and adopts position loop control when being close to the target value.
2. A PID control based stepper motor dual closed loop control system as claimed in claim 1, wherein the PID controller further comprises a current loop arranged between the speed loop and the stepper motor.
3. A PID control based stepper motor dual closed loop control system as claimed in claim 2, characterized in that the current loop forms a PID regulated negative feedback inside the current loop by the difference between the output value of the speed loop control and the current voltage signal induced by each phase hall element installed inside the driver.
4. A PID control based stepper motor dual closed loop control system as claimed in claim 1, wherein the PID controller employs STM32 and the encoder employs a rotary encoder.
5. A PID control-based stepper motor dual closed loop control system as claimed in claim 1, wherein the encoder is provided at one side of the stepper motor to sample the rotational speed of the stepper motor.
6. A double closed-loop control method of a stepping motor based on PID control is characterized by comprising the following steps:
calculating a pulse signal acquired by an encoder to obtain the total pulse number and the pulse number of unit time;
inputting the obtained total pulse number serving as a first actual value and a first target value set in an upper computer into a position ring, and calculating to obtain a position ring expected value based on a PID algorithm;
controlling the rotation direction of the stepping motor according to the expected value of the position ring;
setting a control coefficient based on a PID controller, and judging whether to start speed loop control or not by comparing the magnitude between the control coefficient and a position loop expected value; and starting speed loop control when the expected value of the position loop is greater than the control coefficient, calculating the output comparison value of the second PWM of the stepping motor according to the expected value of the speed loop, and otherwise, directly calculating the output comparison value of the first PWM of the stepping motor according to the expected value of the position loop.
7. The double closed-loop control method for the stepping motor based on the PID control as claimed in claim 6, wherein the total pulse number is equal to the sum of the product of the overflow times of the timer and the reloading value of the counter and the counting value of the current timer; the number of pulses per unit time is equal to the difference between the current total number of pulses and the previous total number of pulses.
8. The PID control-based double closed-loop control method of the stepping motor according to claim 6, wherein the current error e (k) is obtained by subtracting the first target value and the first actual value, and the accumulated error is obtained by accumulating the current error e (k)
Figure FDA0003181898270000021
Assigning the current error e (k) to the last error e (k-1), and taking the current error e (k) as the last error e (k) -e (k-1) of the next calculation, and accumulating the current error e (k) and the accumulated error
Figure FDA0003181898270000031
And the last error e (K) -e (K-1) calculated next time and a proportionality coefficient K preset in the PID controllerPIntegral coefficient KIAnd a differential coefficient KDPerforming mathematical operation to obtain the expected value of the position ring
Figure FDA0003181898270000032
9. The PID control-based stepper motor dual closed-loop control method as claimed in claim 6, wherein the stepper motor rotates clockwise if the position loop desired value is regular, and rotates counterclockwise if the position loop desired value is negative.
10. A PID control-based stepper motor dual closed loop control method as claimed in claim 6,
and when the expected value of the position ring is greater than the control coefficient, starting speed ring control, which comprises the following specific processes:
transmitting the expected value of the position ring to another variable, and setting the maximum starting speed;
if the predicted starting speed in the PID controller is higher than the maximum starting speed, the stepping motor cannot be started normally, and the maximum starting speed is set as the starting speed; if the predicted starting speed in the PID controller is less than the maximum starting speed, the stepping motor can be normally started;
inputting the expected value of the position ring as a second target value and the pulse number of unit time as a second actual value into the speed ring, and calculating to obtain the expected value of the speed ring based on a PID algorithm; and calculating an output comparison value of the second PWM of the stepping motor through the speed ring expected value.
CN202110849506.XA 2021-07-27 2021-07-27 PID control-based stepping motor double-closed-loop control method and system Pending CN113726234A (en)

Priority Applications (1)

Application Number Priority Date Filing Date Title
CN202110849506.XA CN113726234A (en) 2021-07-27 2021-07-27 PID control-based stepping motor double-closed-loop control method and system

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
CN202110849506.XA CN113726234A (en) 2021-07-27 2021-07-27 PID control-based stepping motor double-closed-loop control method and system

Publications (1)

Publication Number Publication Date
CN113726234A true CN113726234A (en) 2021-11-30

Family

ID=78674141

Family Applications (1)

Application Number Title Priority Date Filing Date
CN202110849506.XA Pending CN113726234A (en) 2021-07-27 2021-07-27 PID control-based stepping motor double-closed-loop control method and system

Country Status (1)

Country Link
CN (1) CN113726234A (en)

Cited By (2)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN114665776A (en) * 2022-05-23 2022-06-24 深圳市杰美康机电有限公司 Control method and system for dynamic decoupling of closed-loop stepping motor and storage medium
CN116774738A (en) * 2023-05-31 2023-09-19 重庆市信息通信咨询设计院有限公司 Double closed-loop speed regulation and positioning method for stacker

Citations (6)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN108268044A (en) * 2018-01-31 2018-07-10 浙江国自机器人技术有限公司 A kind of mobile robot in-placing precision control method, system, medium and equipment
CN109630734A (en) * 2018-12-04 2019-04-16 北京精密机电控制设备研究所 A kind of valve opening and closing device position tracking optimal control method
CN209177523U (en) * 2018-09-25 2019-07-30 西南交通大学 A kind of placement rotating mechanism based on electromagnetism ferropexy
CN211055232U (en) * 2019-10-21 2020-07-21 江苏大学 Integrated manual-automatic integrated steering wheel
CN111880283A (en) * 2020-08-24 2020-11-03 长春通视光电技术有限公司 Control system of zoom optical system
CN112548598A (en) * 2020-12-03 2021-03-26 佛山市华道超精科技有限公司 Mode switching rigid-flexible coupling motion platform and control method

Patent Citations (6)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN108268044A (en) * 2018-01-31 2018-07-10 浙江国自机器人技术有限公司 A kind of mobile robot in-placing precision control method, system, medium and equipment
CN209177523U (en) * 2018-09-25 2019-07-30 西南交通大学 A kind of placement rotating mechanism based on electromagnetism ferropexy
CN109630734A (en) * 2018-12-04 2019-04-16 北京精密机电控制设备研究所 A kind of valve opening and closing device position tracking optimal control method
CN211055232U (en) * 2019-10-21 2020-07-21 江苏大学 Integrated manual-automatic integrated steering wheel
CN111880283A (en) * 2020-08-24 2020-11-03 长春通视光电技术有限公司 Control system of zoom optical system
CN112548598A (en) * 2020-12-03 2021-03-26 佛山市华道超精科技有限公司 Mode switching rigid-flexible coupling motion platform and control method

Cited By (2)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN114665776A (en) * 2022-05-23 2022-06-24 深圳市杰美康机电有限公司 Control method and system for dynamic decoupling of closed-loop stepping motor and storage medium
CN116774738A (en) * 2023-05-31 2023-09-19 重庆市信息通信咨询设计院有限公司 Double closed-loop speed regulation and positioning method for stacker

Similar Documents

Publication Publication Date Title
CN113726234A (en) PID control-based stepping motor double-closed-loop control method and system
CN110460271B (en) Motor rotating speed stable starting control method for automobile electric tail gate
US9459598B2 (en) Motor control device
JPS63148314A (en) Controller for semiclosed loop servo control system
CN114884408A (en) Method, apparatus, device and medium for controlling operation of stepping motor
JP2008299573A (en) Digital control device
CN112965439B (en) Control method, device, equipment and storage equipment of electronic cam
CN111416562B (en) Motor control method and system
Mallick et al. Performance study of different model reference adaptive control techniques applied to a DC motor for speed control
CN116015141A (en) Closed-loop control system and method for position of stepping motor
CN111641359B (en) Rapid speed stabilizing method for three-phase brushless direct current motor
CN110768595A (en) Control method and electric valve
CN107741731B (en) Error processing method caused by S-curve calculation precision
CN108549406B (en) Helicopter course control method and device and readable storage medium
CN113467229A (en) AC servo driving method
RU2401501C1 (en) Position programme controlled electric drive
CN105186951A (en) Four-closed-loop stepping servo control method
CN116345982B (en) Voice coil motor control method, system and equipment
CN114520606A (en) Constant-speed motor control method based on real-time operation
CN117691920B (en) Automatic control method for servo motor
CN110277941B (en) Permanent magnet motor and rotor position control method and device
RU2544004C1 (en) Induction motor drive positioning
CN107991862B (en) Critical speed controllable PID control method without overshoot
CN105932919A (en) Permanent magnet synchronous motor position control method based on motor model
RU2370878C1 (en) Program-controlled electric drive with ideal shafting

Legal Events

Date Code Title Description
PB01 Publication
PB01 Publication
SE01 Entry into force of request for substantive examination
SE01 Entry into force of request for substantive examination
RJ01 Rejection of invention patent application after publication
RJ01 Rejection of invention patent application after publication

Application publication date: 20211130