TWI705657B - Motor control device - Google Patents

Motor control device Download PDF

Info

Publication number
TWI705657B
TWI705657B TW105105678A TW105105678A TWI705657B TW I705657 B TWI705657 B TW I705657B TW 105105678 A TW105105678 A TW 105105678A TW 105105678 A TW105105678 A TW 105105678A TW I705657 B TWI705657 B TW I705657B
Authority
TW
Taiwan
Prior art keywords
torque
speed
calculation unit
external disturbance
backlash
Prior art date
Application number
TW105105678A
Other languages
Chinese (zh)
Other versions
TW201637344A (en
Inventor
大石潔
横倉勇希
関喜亮
井出勇治
倉石大悟
高橋昭彥
平出敏雄
Original Assignee
國立大學法人長岡技術科學大學
日商山洋電氣股份有限公司
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 國立大學法人長岡技術科學大學, 日商山洋電氣股份有限公司 filed Critical 國立大學法人長岡技術科學大學
Publication of TW201637344A publication Critical patent/TW201637344A/en
Application granted granted Critical
Publication of TWI705657B publication Critical patent/TWI705657B/en

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
    • H02P21/00Arrangements or methods for the control of electric machines by vector control, e.g. by control of field orientation
    • H02P21/05Arrangements or methods for the control of electric machines by vector control, e.g. by control of field orientation specially adapted for damping motor oscillations, e.g. for reducing hunting
    • GPHYSICS
    • G05CONTROLLING; REGULATING
    • G05BCONTROL OR REGULATING SYSTEMS IN GENERAL; FUNCTIONAL ELEMENTS OF SUCH SYSTEMS; MONITORING OR TESTING ARRANGEMENTS FOR SUCH SYSTEMS OR ELEMENTS
    • G05B13/00Adaptive control systems, i.e. systems automatically adjusting themselves to have a performance which is optimum according to some preassigned criterion
    • G05B13/02Adaptive control systems, i.e. systems automatically adjusting themselves to have a performance which is optimum according to some preassigned criterion electric
    • 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
    • H02P21/13Observer control, e.g. using Luenberger observers or Kalman filters

Abstract

A motor control device includes: a compensation data storage unit in which data corresponding to changes in torque of a motor due to cogging torque is stored; and a disturbance observer configured to calculate a cogging torque estimated value in accordance with the position of the motor to make disturbance suppression compensation on the basis of the calculated cogging torque estimated value. This can prevent the influence of friction and the like and reduce speed ripple and torque ripple of the motor.

Description

馬達控制裝置 Motor control device

本發明有關進行馬達的外擾(disturbance)的推定及壓抑之馬達控制裝置。 The present invention relates to a motor control device for estimating and suppressing motor disturbance.

在工作機械,因為微加工(micro-fabrication)等的要求,追求高的加工品質。為此,追求馬達驅動的高精度化。而且,為了縮短週期時間(cycle time),追求縮短定位時間。 In machine tools, high processing quality is pursued due to the requirements of micro-fabrication. For this reason, the high precision of motor drive is pursued. Moreover, in order to shorten the cycle time (cycle time), it is sought to shorten the positioning time.

另一方面,也追求馬達的小型化。在小型化馬達的情況下,因為馬達的構造的限制,是有齒隙轉矩變大的情況。起因於這樣的齒隙轉矩之力矩漣波,在工作加工時成為外擾而作用。起因於齒隙轉矩之力矩漣波,會使被加工物的表面精度下降,或是在定位時成為外擾而作用著,產生位置偏差的變動。該位置偏差的變動,係因為延遲了定位時間,可惜造成機械性的週期時間變長。而且,在機械系統,存在有摩擦。也就這樣的摩擦,成為使加工精度下降,或是延遲定位的要因。 On the other hand, miniaturization of motors is also pursued. In the case of a miniaturized motor, the backlash torque may increase due to the limitation of the structure of the motor. The torque ripple due to such backlash torque becomes an external disturbance and acts during work processing. The torque ripple caused by the backlash torque will reduce the surface accuracy of the workpiece, or it will act as an external disturbance during positioning, resulting in a change in position deviation. This change in position deviation is due to the delay in positioning time, which unfortunately causes the mechanical cycle time to become longer. Moreover, in mechanical systems, there is friction. This kind of friction becomes a factor that reduces the machining accuracy or delays positioning.

圖5為抑制這樣的外擾之以往的外擾觀測器(disturbance observer)的構成圖。在以往的外擾觀測器,根據力矩指令及馬達速度,使用低通濾波器,推定負載力矩。但是,因為插入用於因微分演算所致之雜訊去除的低通濾波器,產生推定值的衰減及相位偏差。為此,適切補償力矩漣波是有困難。 Fig. 5 is a configuration diagram of a conventional disturbance observer for suppressing such external disturbance. In the conventional disturbance observer, a low-pass filter is used to estimate the load torque based on the torque command and the motor speed. However, the insertion of a low-pass filter for noise removal due to differential calculation causes attenuation and phase deviation of the estimated value. For this reason, it is difficult to properly compensate the torque ripple.

這類的外擾觀測器的高響應化之例,被記載於日本特開平4-69082號專利公報。日本特開平4-69082號專利公報記載的伺服馬達控制裝置,具備:推定外擾力矩之觀測器、以及用已推定的外擾力矩補正力矩指令(torque command)之補正手段。在上述觀測器,是以時間上為一定的外擾力矩透過低通濾波器給予到伺服馬達的方式作為前提。上述補正手段,係使用以上述觀測器求出的推定外擾力矩,補正力矩指令。 An example of high response of such an external disturbance observer is described in Japanese Patent Laid-Open No. 4-69082. The servo motor control device described in Japanese Patent Application Laid-Open No. 4-69082 includes an observer for estimating the external disturbance torque and a correction means for correcting the torque command (torque command) using the estimated external disturbance torque. In the above-mentioned observer, the premise is that the external disturbance torque that is constant in time is given to the servo motor through a low-pass filter. The above-mentioned correction means uses the estimated external disturbance torque obtained by the above-mentioned observer to correct the torque command.

在此,在實際的編碼器,因為有分解能的限制,存在量化誤差(quantization error)。為此,在日本特開平4-69082號專利公報的手法中,有以下的問題。亦即,提升用觀測器推定的外擾力矩之高通(high pass)的增益。為此,編碼器的量化誤差所致之漣波表現在推定外擾力矩。特別是,在編碼器的分解能低的情況下,可惜推定外擾力矩的雜訊變大。 Here, in actual encoders, there are quantization errors due to the limitation of resolution. For this reason, the method disclosed in Japanese Patent Laid-Open No. 4-69082 has the following problems. That is, the gain of the high pass of the external disturbance torque estimated by the observer is increased. For this reason, the ripple caused by the quantization error of the encoder appears in the estimated external disturbance torque. In particular, when the resolution of the encoder is low, it is a pity that the noise of the external disturbance torque is estimated to increase.

本發明有鑑於上述情事而為之發明。本發明的目的,係提供以下的馬達控制裝置。在該馬達控制裝置,一邊抑制編碼器的量化誤差的影響,一邊推定馬達之包含齒隙轉矩的外擾力矩,進行外擾壓抑補償。經此,可以抑制摩擦的影響,以及減少馬達的速度漣波及力矩漣波。 The present invention was invented in view of the above-mentioned circumstances. The object of the present invention is to provide the following motor control device. In this motor control device, while suppressing the influence of the quantization error of the encoder, the external disturbance torque including the backlash torque of the motor is estimated to perform external disturbance suppression compensation. Through this, the influence of friction can be suppressed, and the speed ripple and torque ripple of the motor can be reduced.

有關本發明之其中一樣態的馬達控制裝置(本馬達控制裝置),具備:補償資料記憶部,係記憶與齒隙轉矩所致之馬達的力矩變動對應的資料;以及外擾觀測器,係算出對應馬達的位置之齒隙轉矩推定值,根據算出的齒隙轉矩推定值,進行外擾壓抑補償。 One aspect of the motor control device (this motor control device) of the present invention is provided with: a compensation data storage unit that stores data corresponding to the torque variation of the motor caused by the backlash torque; and an external disturbance observer, which is Calculate the estimated value of backlash torque corresponding to the position of the motor, and perform external disturbance suppression compensation based on the calculated estimated value of backlash torque.

根據本馬達控制裝置,可以一邊抑制編碼器的量化誤差的影響,一邊推定馬達之包含齒隙轉矩及力矩漣波的外擾力矩。經由使用該外擾觀測器進行外擾壓抑補償的方式,可以抑制摩擦等的影響,及減少馬達的速度漣波及力矩漣波。 According to this motor control device, it is possible to estimate the external disturbance torque including the backlash torque and torque ripple of the motor while suppressing the influence of the quantization error of the encoder. By using the external disturbance observer to perform external disturbance suppression compensation, the influence of friction and the like can be suppressed, and the speed ripple and torque ripple of the motor can be reduced.

1‧‧‧馬達控制裝置 1‧‧‧Motor control device

2‧‧‧馬達 2‧‧‧Motor

3‧‧‧編碼器 3‧‧‧Encoder

4‧‧‧速度控制器 4‧‧‧Speed Controller

5‧‧‧力矩控制器 5‧‧‧torque controller

10‧‧‧外擾觀測器 10‧‧‧External Disturbance Observer

11‧‧‧補償資料記憶部 11‧‧‧Compensation data memory

12‧‧‧第1速度算出器 12‧‧‧The first speed calculator

13‧‧‧速度算出器 13‧‧‧Speed Calculator

14‧‧‧第1乘法運算器 14‧‧‧The first multiplier

15‧‧‧低通濾波器 15‧‧‧Low Pass Filter

16‧‧‧第2乘法運算器 16‧‧‧The second multiplier

100‧‧‧齒隙轉矩推定值算出部 100‧‧‧Backlash torque estimation value calculation unit

200‧‧‧第1速度算出部 200‧‧‧First speed calculation unit

300‧‧‧第2速度算出部 300‧‧‧Second speed calculation unit

400‧‧‧外擾力矩推定值算出部 400‧‧‧External disturbance torque estimation value calculation unit

500‧‧‧全外擾力矩算出部 500‧‧‧Total external disturbance torque calculation unit

圖1係表示有關本發明之一實施方式的馬達控制裝置 的構成的其中一例。 Fig. 1 shows a motor control device according to an embodiment of the present invention An example of the composition.

圖2係表示在上述馬達控制裝置具備的外擾觀測器的構成的其中一例。 Fig. 2 shows an example of the configuration of an external disturbance observer provided in the motor control device.

圖3係表示在上述馬達控制裝置具備的外擾觀測器所適用的速度控制系統的構成的其中一例。 Fig. 3 shows an example of the configuration of a speed control system applied to the disturbance observer provided in the motor control device.

圖4係表示外擾壓抑補償的模擬結果。 Figure 4 shows the simulation results of external disturbance suppression compensation.

圖5係表示以往的外擾觀測器的構成。 Fig. 5 shows the structure of a conventional disturbance observer.

在下列詳細說明中,為了解釋目的,會提到許多特定細節以便提供所揭示之實施態樣的深入理解。然而,應明白的是,可在未有這些特定細節下實施一或多個實施態樣。在其他不同的情況中,眾所周知的結構及裝置係示意性地示出以簡化圖式。 In the following detailed description, for explanatory purposes, many specific details are mentioned in order to provide an in-depth understanding of the disclosed implementation modes. However, it should be understood that one or more implementation aspects can be implemented without these specific details. In other different situations, well-known structures and devices are schematically shown to simplify the drawings.

有關本實施方式的馬達控制裝置1,係如圖1所表示,具備:補償資料記憶部11、及外擾觀測器10。補償資料記憶部11,係把與馬達2的位置對應的齒隙轉矩的資料(齒隙轉矩資料),作為用於抑制齒隙轉矩所致之馬達2的力矩變動的資料,而記憶著。 As shown in FIG. 1, the motor control device 1 according to this embodiment includes a compensation data storage unit 11 and an external disturbance observer 10. The compensation data storage unit 11 stores the backlash torque data (backlash torque data) corresponding to the position of the motor 2 as the data for suppressing the torque fluctuation of the motor 2 caused by the backlash torque. With.

外擾觀測器10進行取得馬達2的位置。外擾觀測器10,係根據記憶在補償資料記憶部11的齒隙轉矩資料,從已取得的馬達的位置,算出齒隙轉矩推定值。更進一步,外擾觀測器10,係根據已算出的齒隙轉矩推定值,進行外擾壓抑補償。而且,馬達控制裝置1,具備: 速度控制器4、力矩控制器5、及速度算出器13。就有關這些,使用圖3後述之。 The disturbance observer 10 acquires the position of the motor 2. The disturbance observer 10 calculates the backlash torque estimation value from the acquired position of the motor based on the backlash torque data stored in the compensation data storage unit 11. Furthermore, the external disturbance observer 10 performs external disturbance suppression compensation based on the calculated backlash torque estimation value. Moreover, the motor control device 1 has: Speed controller 4, torque controller 5, and speed calculator 13. Regarding these, it will be described later using Figure 3.

外擾觀測器10,具備:齒隙轉矩推定值算出部100、第1速度算出部200、第2速度算出部300、外擾力矩推定值算出部400、及全外擾力矩算出部500。齒隙轉矩推定值算出部100算出齒隙轉矩推定值。第1速度算出部200,係利用標稱慣量(nominal inertia),算出第1速度。第2速度算出部300算出除掉齒隙轉矩推定值之第2速度。外擾力矩推定值算出部400算出除掉齒隙轉矩推定值之外擾力矩推定值。全外擾力矩算出部500算出全外擾力矩。 The disturbance observer 10 includes a backlash torque estimation value calculation unit 100, a first speed calculation unit 200, a second speed calculation unit 300, an external disturbance torque estimation value calculation unit 400, and a total external disturbance torque calculation unit 500. The backlash torque estimation value calculation unit 100 calculates the backlash torque estimation value. The first speed calculation unit 200 uses a nominal inertia to calculate the first speed. The second speed calculation unit 300 calculates the second speed excluding the backlash torque estimation value. The estimated external disturbance torque value calculation unit 400 calculates the estimated disturbance torque excluding the estimated backlash torque. The total external disturbance torque calculation unit 500 calculates the total external disturbance torque.

齒隙轉矩推定值算出部100具有補償資料記憶部11。齒隙轉矩推定值算出部100,係根據齒隙轉矩資料,算出齒隙轉矩推定值。亦即,齒隙轉矩推定值算出部100取得藉由編碼器3檢測出的馬達位置。齒隙轉矩推定值算出部100,係根據記憶在補償資料記憶部11的齒隙轉矩資料,從已取得的馬達位置,算出齒隙轉矩推定值。亦即,齒隙轉矩推定值算出部100,係根據齒隙轉矩資料及馬達位置,算出齒隙轉矩推定值。齒隙轉矩推定值算出部100,係把算出的齒隙轉矩推定值,輸出到第1速度算出部200及全外擾力矩算出部500。 The backlash torque estimation value calculation unit 100 has a compensation data storage unit 11. The backlash torque estimation value calculation unit 100 calculates the backlash torque estimation value based on the backlash torque data. That is, the backlash torque estimation value calculation unit 100 obtains the motor position detected by the encoder 3. The backlash torque estimation value calculation unit 100 calculates the backlash torque estimation value from the acquired motor position based on the backlash torque data stored in the compensation data storage unit 11. That is, the backlash torque estimation value calculation unit 100 calculates the backlash torque estimation value based on the backlash torque data and the motor position. The backlash torque estimation value calculation unit 100 outputs the calculated backlash torque estimation value to the first speed calculation unit 200 and the total external disturbance torque calculation unit 500.

第1速度算出部200,係取得利用齒隙轉矩推定值算出部100算出的齒隙轉矩推定值,根據已取得的齒隙轉矩推定值,利用標稱慣量,算出第1速度。第1速度 算出部200,係把算出的第1速度,輸出到第2速度算出部300。 The first speed calculation unit 200 obtains the backlash torque estimation value calculated by the backlash torque estimation value calculation unit 100, and calculates the first speed using the nominal inertia based on the obtained backlash torque estimation value. 1st speed The calculation unit 200 outputs the calculated first speed to the second speed calculation unit 300.

第2速度算出部300,取得:利用速度算出器13算出的馬達速度、及利用第1速度算出部200算出的第1速度。第2速度算出部300,係藉由從馬達速度減去第1速度的方式,算出除掉齒隙轉矩推定值之第2速度。第2速度算出部300,係把算出的第2速度,輸出到外擾力矩推定值算出部400。 The second speed calculation unit 300 obtains the motor speed calculated by the speed calculator 13 and the first speed calculated by the first speed calculation unit 200. The second speed calculation unit 300 calculates the second speed excluding the backlash torque estimation value by subtracting the first speed from the motor speed. The second speed calculation unit 300 outputs the calculated second speed to the external disturbance torque estimation value calculation unit 400.

外擾力矩推定值算出部400,係根據第2速度,算出除掉齒隙轉矩推定值之外擾力矩推定值。亦即,外擾力矩推定值算出部400,取得:力矩指令、及利用第2速度算出部300算出之第2速度。外擾力矩推定值算出部400,係根據力矩指令及第2速度,算出除掉齒隙轉矩推定值之外擾力矩推定值。外擾力矩推定值算出部400,係把算出的外擾力矩推定值,輸出到全外擾力矩算出部500。 The external disturbance torque estimation value calculation unit 400 calculates the disturbance torque estimation value based on the second speed, excluding the backlash torque estimation value. That is, the external disturbance torque estimation value calculation unit 400 obtains the torque command and the second speed calculated by the second speed calculation unit 300. The external disturbance torque estimation value calculation unit 400 calculates the disturbance torque estimation value excluding the backlash torque estimation value based on the torque command and the second speed. The external disturbance torque estimation value calculation unit 400 outputs the calculated external disturbance torque estimation value to the total external disturbance torque calculation unit 500.

全外擾力矩算出部500,取得:利用外擾力矩推定值算出部400算出的外擾力矩推定值、及利用齒隙轉矩推定值算出部100算出的齒隙轉矩推定值。全外擾力矩算出部500,係利用把外擾力矩推定值與齒隙轉矩推定值相加的方式,算出全外擾力矩,回饋算出的全外擾力矩。 The total external disturbance torque calculation unit 500 obtains the estimated external disturbance torque calculated by the estimated external disturbance torque calculation unit 400 and the estimated backlash torque calculated by the estimated backlash torque calculation unit 100. The total external disturbance torque calculation unit 500 calculates the total external disturbance torque by adding the estimated external disturbance torque value and the estimated backlash torque value, and feeds back the calculated total external disturbance torque.

尚且,在本實施方式,補償資料記憶部11被配置在外擾觀測器10側。外擾觀測器10亦可具備齒隙轉矩推定值算出部100。因此,補償資料記憶部11也可以 被配置在編碼器3側。 Furthermore, in this embodiment, the compensation data storage unit 11 is arranged on the side of the disturbance observer 10. The disturbance observer 10 may include the backlash torque estimation value calculation unit 100. Therefore, the compensation data storage unit 11 can also It is arranged on the encoder 3 side.

接著,就有關補償資料記憶部11與外擾觀測器10之具體的構成的其中一例,進行說明。 Next, an example of the specific configuration of the compensation data storage unit 11 and the disturbance observer 10 will be described.

首先,在馬達控制裝置1,由馬達的運動方程式,成立以下的算式(1)及(2)。 First, in the motor control device 1, the following equations (1) and (2) are established from the motion equation of the motor.

Jnωm.s=Tcmd-TD=Tcmd-TL-TR...(1) Jn ω m. s=Tcmd-TD=Tcmd-TL-TR. . . (1)

TL=Tcmd-Jn{ωm+TR/(Jn.s)}.s...(2) TL=Tcmd-Jn{ ω m+TR/(Jn.s)}. s. . . (2)

為此,在算式(2)中,令齒隙轉矩成分推定值為TR^、其他成分推定值為TL^,全外擾力矩推定值TD^可以用下式推定。 For this reason, in the formula (2), let the backlash torque component estimated value be TR^, and the other component estimated value TL^, the total external disturbance torque estimated value TD^ can be estimated by the following formula.

TDˆ=TLˆ+TRˆ=gd/(s+gd)[Tcmd-Jn{ωm+TRˆ/(Jn .s).s}]+TRˆ..(3) TDˆ=TLˆ+TRˆ=gd/(s+gd)[Tcmd-Jn{ ω m+TRˆ/(Jn .s). s}]+TRˆ. . (3)

其中,Jn:慣量標稱值、ωm:馬達速度、Tcmd:力矩指令、gd:低通濾波器的截止頻率 Among them, Jn: nominal value of inertia, ωm: motor speed, Tcmd: torque command, gd: cut-off frequency of low-pass filter

經由使用上述算式(3),可以構成補償記憶在補償資料記憶部11的齒隙轉矩資料與瞬時的外擾推定之兩者的外擾觀測器10。 By using the above equation (3), it is possible to construct an external disturbance observer 10 that compensates for both the backlash torque data stored in the compensation data storage unit 11 and the instantaneous external disturbance estimation.

圖2係表示根據上述算式(3)之具備在馬達控制裝置1的外擾觀測器10的構成的其中一例。 FIG. 2 shows an example of the configuration of the disturbance observer 10 provided in the motor control device 1 based on the above equation (3).

在此,被記憶在上述補償資料記憶部11的齒隙轉矩資料,乃是預先計測及記憶之與馬達位置對應的齒隙轉矩的資料。 Here, the backlash torque data stored in the compensation data storage unit 11 is the backlash torque data corresponding to the motor position measured and memorized in advance.

如圖2所表示,外擾觀測器10,係根據藉由編碼器3檢測出的馬達位置,使用記憶在補償資料記憶部11的齒隙轉矩資料,求取齒隙轉矩推定值a1。外擾觀測 器10,係藉由第1速度算出器12,使用標稱慣量,算出根據齒隙轉矩推定值的第1速度a2。 As shown in FIG. 2, the disturbance observer 10 uses the backlash torque data stored in the compensation data storage unit 11 to obtain the backlash torque estimation value a1 based on the motor position detected by the encoder 3. Disturbance observation The device 10 uses the first speed calculator 12 to calculate the first speed a2 based on the estimated value of the backlash torque using the nominal inertia.

接著,外擾觀測器10,係使用速度算出器13,從馬達位置求出馬達速度a3。外擾觀測器10,係藉由從馬達速度a3減去根據齒隙轉矩推定值的第1速度a2的方式,算出除掉齒隙轉矩推定值之第2速度a4。 Next, the disturbance observer 10 uses the speed calculator 13 to obtain the motor speed a3 from the motor position. The disturbance observer 10 calculates the second speed a4 excluding the estimated value of backlash torque by subtracting the first speed a2 based on the estimated value of backlash torque from the motor speed a3.

接著,外擾觀測器10,係對力矩指令Tcmd、及藉由把除掉齒隙轉矩推定值之第2速度a4使用第1乘法運算器14乘上gd.Jn倍的方式所得的值a5,進行相加。外擾觀測器10,係藉由把該加法運算值通過gd/(s+gd)的低通濾波器15的方式,算出值a6。外擾觀測器10,係從該值a6,減掉藉由把除掉齒隙轉矩推定值之第2速度a4使用第2乘法運算器16乘上gd.Jn倍的方式所得的值a7。經此,外擾觀測器10算出除掉齒隙轉矩推定值之外擾力矩推定值a8。 Next, the external disturbance observer 10 multiplies the torque command Tcmd and the second speed a4 from the estimated value of the backlash torque by the first multiplier 14 multiplied by gd. The value a5 obtained by the Jn times method is added. The disturbance observer 10 calculates the value a6 by passing the added value through the low-pass filter 15 of gd/(s+gd). The disturbance observer 10 subtracts the second speed a4 from the value a6 by removing the backlash torque estimation value by using the second multiplier 16 to multiply gd. Jn times the value a7. Through this, the disturbance observer 10 calculates the disturbance torque estimated value a8 excluding the backlash torque estimated value.

最後,外擾觀測器10,係藉由該把除掉齒隙轉矩推定值之外擾力矩推定值a8與齒隙轉矩推定值a1予以相加的方式,推定全外擾力矩TD^。 Finally, the external disturbance observer 10 estimates the total external disturbance torque TD^ by adding the estimated value a8 of the disturbance torque and the estimated value a1 of the backlash torque except for the estimated value of the backlash torque.

尚且,外擾觀測器10,係亦可藉由根據上述算式(3)的等價電路而構成。低通濾波器亦可作為2次過濾器等之1次以外的過濾器而構成。 Furthermore, the disturbance observer 10 may also be constituted by an equivalent circuit according to the above equation (3). The low-pass filter may also be configured as a filter other than the primary filter, such as a secondary filter.

圖3係表示在馬達控制裝置1具備的外擾觀測器10所適用的速度控制系統的構成的其中一例。 FIG. 3 shows an example of the configuration of a speed control system to which the external disturbance observer 10 provided in the motor control device 1 is applied.

馬達控制裝置1,係利用編碼器3,檢測馬達 位置。馬達控制裝置1,係經由利用速度算出器13對馬達位置微分的方式,算出馬達速度。 Motor control device 1, using encoder 3 to detect the motor position. The motor control device 1 calculates the motor speed by differentiating the position of the motor by the speed calculator 13.

接著,馬達控制裝置1比較速度指令與馬達速度(從速度指令減去馬達速度)。更進一步,馬達控制裝置1,係使用該減法運算結果,利用速度控制器4,算出根據速度控制之力矩指令。 Next, the motor control device 1 compares the speed command with the motor speed (subtracts the motor speed from the speed command). Furthermore, the motor control device 1 uses the result of this subtraction to use the speed controller 4 to calculate a torque command based on the speed control.

接著,馬達控制裝置1,係把利用外擾觀測器10推定出的全外擾力矩TD^,加到已算出之根據速度控制之力矩指令。經此,馬達控制裝置1算出外擾壓抑補償後的力矩指令Tcmd(補償過外擾壓抑的力矩指令Tcmd)。馬達控制裝置1,係使用外擾壓抑補償後的力矩指令Tcmd,利用力矩控制器5,驅動馬達2。 Next, the motor control device 1 adds the total external disturbance torque TD^ estimated by the external disturbance observer 10 to the calculated torque command based on the speed control. Through this, the motor control device 1 calculates the torque command Tcmd after the external disturbance suppression compensation (the torque command Tcmd compensated for the external disturbance suppression). The motor control device 1 uses the torque command Tcmd after external disturbance suppression compensation, and uses the torque controller 5 to drive the motor 2.

經此,根據馬達2的馬達速度,利用圖2所示的外擾觀測器10,推定全外擾力矩TD^。可以使用來自外擾觀測器10的輸出,實施外擾壓抑補償。 Through this, based on the motor speed of the motor 2, the external disturbance observer 10 shown in FIG. 2 is used to estimate the total external disturbance torque TD^. The output from the external disturbance observer 10 can be used to perform external disturbance suppression compensation.

尚且,在位置控制的情況下,馬達控制裝置1,係亦可藉由以下的動作,控制馬達的位置。亦即,馬達控制裝置1比較用編碼器3檢測出的位置與位置指令(算出這些的差)。馬達控制裝置1,係根據比較結果(算出結果),利用位置控制器,算出速度指令。更進一步,馬達控制裝置1,係把算出的速度指令,作為圖3的速度指令來給與。 Furthermore, in the case of position control, the motor control device 1 can also control the position of the motor by the following actions. That is, the motor control device 1 compares the position detected by the encoder 3 with the position command (calculates the difference between these). The motor control device 1 uses a position controller to calculate a speed command based on the comparison result (calculation result). Furthermore, the motor control device 1 gives the calculated speed command as the speed command in FIG. 3.

圖4係表示外擾壓抑補償的模擬結果。 Figure 4 shows the simulation results of external disturbance suppression compensation.

圖4的上段表示馬達的速度中的響應。圖4 的下段表示馬達的力矩中的響應。而且,0~0.5sec的波形,係表示不適用外擾觀測器的情況(不實施補償的情況)之響應。尚且,0.5~1.0sec的波形,係表示適用圖5所示之以往的外擾觀測器的情況之響應。1.0~1.5sec的波形,係表示適用有關本實施方式的外擾觀測器10的情況之響應。 The upper part of FIG. 4 shows the response in the speed of the motor. Figure 4 The lower part of represents the response in the torque of the motor. In addition, the waveform of 0~0.5sec indicates the response when the external disturbance observer is not applied (when compensation is not performed). Furthermore, the 0.5~1.0sec waveform represents the response of the conventional disturbance observer shown in Fig. 5. The waveform of 1.0 to 1.5 sec represents the response when the external disturbance observer 10 according to this embodiment is applied.

如圖4所表示,經由適用本實施方式的外擾觀測器10的方式,了解到可以大幅減低速度漣波及力矩漣波。 As shown in FIG. 4, by applying the disturbance observer 10 of the present embodiment, it is understood that the speed ripple and the torque ripple can be greatly reduced.

如此,在本實施方式的馬達控制裝置1下,組合用以補償力矩漣波的補償資料記憶部11、與進行瞬時的外擾推定的外擾觀測器10之兩者。經此,進行適切的瞬時的外擾推定。更進一步,可以適切地進行使用該推定值之外擾壓抑補償。 In this way, in the motor control device 1 of the present embodiment, both the compensation data storage unit 11 for compensating for torque ripple and the disturbance observer 10 for performing instantaneous disturbance estimation are combined. After this, an appropriate instantaneous external disturbance estimation is performed. Furthermore, it is possible to appropriately perform disturbance suppression compensation using the estimated value.

尚且,在本實施方式,於補償資料記憶部11,作為與齒隙轉矩所致之馬達的力矩變動對應之資料,記憶有預先計測出之與馬達位置對應的齒隙轉矩之資料(齒隙轉矩資料)。作為與齒隙轉矩所致之馬達的力矩變動對應之資料,亦可記憶m個(m為2以上的自然數)的正弦波之頻率、振幅及相位的資料。該情況下,外擾觀測器10,係根據被記憶在補償資料記憶部11之m個的頻率、振幅及相位,作成m個的正弦波。外擾觀測器10,係藉由把這些予以加法運算的方式,產生合成正弦波訊號。外擾觀測器10,係可以根據該合成正弦波訊號,求 出與馬達位置對應之齒隙轉矩推定值。 Furthermore, in this embodiment, in the compensation data memory portion 11, as data corresponding to the torque variation of the motor caused by the backlash torque, data (tooth backlash torque) corresponding to the motor position measured in advance is stored as data Clearance torque data). As the data corresponding to the torque variation of the motor caused by the backlash torque, data on the frequency, amplitude, and phase of m sine waves (m is a natural number greater than 2) can also be stored. In this case, the disturbance observer 10 creates m sine waves based on the m frequencies, amplitudes, and phases stored in the compensation data storage unit 11. The disturbance observer 10 generates a synthetic sine wave signal by adding these. The disturbance observer 10 is based on the synthesized sine wave signal to obtain The estimated value of backlash torque corresponding to the motor position is obtained.

外擾觀測器10,係亦可從根據補償資料記憶部11所輸入的馬達的位置算出齒隙轉矩推定值,根據已算出的齒隙轉矩推定值,進行外擾壓抑補償。齒隙轉矩推定值算出部100,係亦可具有補償資料記憶部11,輸入用編碼器3檢測出的馬達位置,從根據補償資料記憶部11所輸入的馬達位置算出齒隙轉矩推定值,把算出的齒隙轉矩推定值輸出到第1速度算出部200及全外擾力矩算出部500。 The disturbance observer 10 can also calculate the backlash torque estimation value from the motor position input from the compensation data storage unit 11, and perform external disturbance suppression compensation based on the calculated backlash torque estimation value. The backlash torque estimation value calculation unit 100 may also have a compensation data storage unit 11 to input the motor position detected by the encoder 3, and calculate the backlash torque estimation value from the motor position input from the compensation data storage unit 11 , And output the calculated backlash torque estimation value to the first speed calculation unit 200 and the total external disturbance torque calculation unit 500.

第1速度算出部200,係亦可輸入利用齒隙轉矩推定值算出部100算出的齒隙轉矩推定值,把已輸入的齒隙轉矩推定值利用標稱慣量算出第1速度,把已算出的第1速度輸出到第2速度算出部300。 The first speed calculation unit 200 can also input the backlash torque estimation value calculated by the backlash torque estimation value calculation unit 100, and calculate the first speed from the input backlash torque estimation value using the nominal inertia. The calculated first speed is output to the second speed calculation unit 300.

外擾觀測器10的構成,係可以藉由根據上述算式(3)之等價電路而構成,亦可把低通濾波器構成為2次等之1次以外的過濾器。 The structure of the disturbance observer 10 may be constituted by an equivalent circuit according to the above-mentioned equation (3), or the low-pass filter may be constituted as a filter other than the second order or the first order.

亦可經由使用上述算式(3),構成補償補償資料記憶部11與瞬時的外擾推定之兩者的外擾觀測器10。 It is also possible to construct an external disturbance observer 10 that compensates for both the compensation data storage unit 11 and the instant external disturbance estimation by using the above-mentioned formula (3).

外擾觀測器10,係亦可根據用編碼器3檢測出的馬達位置,使用補償資料記憶部11,求取齒隙轉矩推定值a1。 The disturbance observer 10 can also use the compensation data storage unit 11 to obtain the backlash torque estimation value a1 based on the motor position detected by the encoder 3.

尚且,在位置控制的情況下,亦可用把用編碼器3檢測出的位置與原先的位置指令做比較,利用位置 控制器算出速度指令,作為圖3的速度指令來給與的方式,控制馬達的位置。 Moreover, in the case of position control, it can also be used to compare the position detected by the encoder 3 with the original position command. The controller calculates the speed command, and controls the position of the motor by giving it as the speed command in FIG. 3.

全外擾力矩算出部500亦可以是全外擾力矩推定值算出部。 The total external disturbance torque calculation unit 500 may also be a total external disturbance torque estimation value calculation unit.

有關本實施方式的馬達控制裝置,亦可是以下的第1~第4馬達控制裝置。 The motor control device of this embodiment may be the following first to fourth motor control devices.

第1馬達控制裝置,具備:外擾觀測器,該外擾觀測器係從把與馬達的齒隙轉矩所致之力矩變動對應之資料予以記憶的補償資料記憶部,算出與馬達的位置對應的齒隙轉矩推定值,根據已算出的齒隙轉矩推定值,進行外擾壓抑補償。 The first motor control device includes: an external disturbance observer, which calculates the position corresponding to the motor from the compensation data memory unit that memorizes the data corresponding to the torque change caused by the backlash torque of the motor Based on the calculated backlash torque estimated value, external disturbance suppression compensation is performed.

第2馬達控制裝置,係在第1馬達控制裝置中,前述外擾觀測器,具備:從前述補償資料記憶部算出齒隙轉矩推定值之齒隙轉矩推定值算出部;把利用前述齒隙轉矩推定值算出部算出的齒隙轉矩推定值利用標稱慣量算出第1速度之第1速度算出部;從馬達速度減去利用前述第1速度算出部算出的前述第1速度,算出除掉齒隙轉矩推定值的第2速度之第2速度算出部;根據利用前述第2速度算出部算出的第2速度,算出除掉齒隙轉矩推定值的外擾力矩推定值之外擾力矩推定值算出部;以及,經由把利用前述外擾力矩推定值算出部算出的外擾力矩推定值、與利用前述齒隙轉矩推定值算出部算出的齒隙轉矩推定值予以相加的方式,算出全外擾力矩之全外擾力矩算出部。 The second motor control device is in the first motor control device, and the external disturbance observer includes: a backlash torque estimation value calculation unit that calculates the backlash torque estimation value from the compensation data storage unit; The backlash torque estimation value calculated by the backlash torque estimation value calculation unit uses the nominal inertia to calculate the first speed first speed calculation unit; subtracts the first speed calculated by the first speed calculation unit from the motor speed to calculate The second speed calculation section of the second speed that removes the backlash torque estimated value; based on the second speed calculated by the aforementioned second speed calculation section, calculates the external disturbance torque estimated value excluding the backlash torque estimated value Disturbance torque estimation value calculation unit; and by adding the disturbance torque estimation value calculated by the aforementioned disturbance torque estimation value calculation unit to the backlash torque estimation value calculated by the aforementioned backlash torque estimation value calculation unit Calculate the total external disturbance torque calculation part of the total external disturbance torque.

第3馬達控制裝置,係在第1或是第2馬達控制裝置中,前述外擾觀測器,係藉由根據下述的算式之等價電路而構成。 The third motor control device is the first or second motor control device, and the aforementioned external disturbance observer is constituted by an equivalent circuit based on the following equation.

TD^=gd/(s+gd)[Tcmd-Jn{ωm+TR^/(Jn.s).s}]+TR^ TD^=gd/(s+gd)[Tcmd-Jn{ωm+TR^/(Jn.s). s}]+TR^

其中,TD^:全外擾力矩推定值、TR^:齒隙轉矩推定值、Jn:慣量標稱值、ωm:馬達速度、Tcmd:力矩指令、gd:低通濾波器的截止頻率。 Among them, TD^: estimated value of total external disturbance torque, TR^: estimated value of backlash torque, Jn: nominal value of inertia, ωm: motor speed, Tcmd: torque command, gd: cut-off frequency of low-pass filter.

第4馬達控制裝置,具備:把與馬達的齒隙轉矩所致之力矩變動對應之資料予以記憶之補償資料記憶部;以及從補償資料記憶部算出齒隙轉矩推定值,根據已算出的齒隙轉矩推定值進行外擾壓抑補償之外擾觀測器。 The fourth motor control device is provided with: a compensation data storage unit that memorizes the data corresponding to the torque change caused by the backlash torque of the motor; and calculates the backlash torque estimation value from the compensation data storage unit, based on the calculated value The estimated value of backlash torque performs external disturbance suppression compensation external disturbance observer.

根據第1~第4馬達控制裝置,可以提供一種馬達控制裝置,係可以不受編碼器的量化誤差的影響而推定包含馬達的齒隙轉矩或力矩漣波之外擾力矩,利用使用該外擾觀測器進行外擾壓抑補償的方式,可以抑制摩擦等的影響,減少馬達的速度漣波及力矩漣波。 According to the first to fourth motor control devices, it is possible to provide a motor control device that can estimate external disturbance torque including the backlash torque or torque ripple of the motor without being affected by the quantization error of the encoder, and use the external The disturbance observer performs external disturbance suppression compensation, which can suppress the influence of friction, etc., and reduce the speed ripple and torque ripple of the motor.

為繪示及描述之目的,已呈現上述詳細說明。可依上述教示有許多修飾及變體。並非意欲窮盡本文中所述之發明標的物或將本文中所述之發明標的限制在所揭示之特定精確形式。雖然該發明標的已對特定結構特徵及/或方法行為之用語而描述,但應了解的是,後附申請專利範圍所界定之發明標的並不必然被限定在上述之特定特徵或行為。相反地,上述之特定特徵及行為係揭示作為 實施後附之申請專利範圍的實施例形式。 For the purpose of illustration and description, the above detailed description has been presented. There are many modifications and variations based on the above teachings. It is not intended to exhaust or limit the subject matter of the invention described herein to the specific precise form disclosed. Although the subject matter of the invention has been described in terms of specific structural features and/or methodological behaviors, it should be understood that the subject matter of the invention defined in the scope of the attached patent application is not necessarily limited to the specific features or behaviors mentioned above. On the contrary, the specific characteristics and behaviors mentioned above are revealing acts Implement the attached example form of the scope of patent application.

1‧‧‧馬達控制裝置 1‧‧‧Motor control device

2‧‧‧馬達 2‧‧‧Motor

3‧‧‧編碼器 3‧‧‧Encoder

4‧‧‧速度控制器 4‧‧‧Speed Controller

5‧‧‧力矩控制器 5‧‧‧torque controller

10‧‧‧外擾觀測器 10‧‧‧External Disturbance Observer

11‧‧‧補償資料記憶部 11‧‧‧Compensation data memory

12‧‧‧第1速度算出器 12‧‧‧The first speed calculator

13‧‧‧速度算出器 13‧‧‧Speed Calculator

14‧‧‧第1乘法運算器 14‧‧‧The first multiplier

15‧‧‧低通濾波器 15‧‧‧Low Pass Filter

16‧‧‧第2乘法運算器 16‧‧‧The second multiplier

Claims (2)

一種馬達控制裝置,係具備外擾觀測器;該外擾觀測器係從補償資料記憶部算出與馬達的位置對應之齒隙轉矩推定值,根據已算出的齒隙轉矩推定值,進行外擾壓抑補償;該補償資料記憶部係記憶與齒隙轉矩所致之馬達的力矩變動對應之資料;其特徵為:前述外擾觀測器,具備:齒隙轉矩推定值算出部,係從前述補償資料記憶部算出齒隙轉矩推定值;第1速度算出部,係根據利用前述齒隙轉矩推定值算出部算出的齒隙轉矩推定值,利用標稱慣量,算出第1速度;第2速度算出部,係從馬達速度減去利用前述第1速度算出部算出的前述第1速度,來算出除掉齒隙轉矩推定值之第2速度;外擾力矩推定值算出部,係根據利用前述第2速度算出部算出的前述第2速度,算出除掉前述齒隙轉矩推定值之外擾力矩推定值;以及全外擾力矩算出部,係以把利用前述外擾力矩推定值算出部算出的前述外擾力矩推定值、與利用前述齒隙轉矩推定值算出部算出的前述齒隙轉矩推定值予以相加的方式,算出全外擾力矩。 A motor control device is provided with an external disturbance observer; the external disturbance observer calculates the backlash torque estimation value corresponding to the position of the motor from the compensation data memory part, and performs external disturbance based on the calculated backlash torque estimation value Disturbance suppression compensation; the compensation data memory unit stores the data corresponding to the torque change of the motor caused by the backlash torque; it is characterized by: the aforementioned external disturbance observer includes: the backlash torque estimation value calculation unit, which is derived from The aforementioned compensation data storage unit calculates the backlash torque estimation value; the first speed calculation unit is based on the backlash torque estimation value calculated by the aforementioned backlash torque estimation value calculation unit, and the nominal inertia is used to calculate the first speed; The second speed calculation unit is to subtract the first speed calculated by the first speed calculation unit from the motor speed to calculate the second speed excluding the backlash torque estimation value; the external disturbance torque estimation value calculation unit is According to the second speed calculated by the second speed calculation unit, the estimated value of the disturbance torque is calculated excluding the estimated value of the backlash torque; and the total external disturbance torque calculation unit is used to calculate the estimated value of the external disturbance torque The estimated external disturbance torque calculated by the calculation unit and the estimated backlash torque calculated by the estimated backlash torque calculation unit are added to calculate the total external disturbance torque. 如請求項1之馬達控制裝置,其中,前述外擾觀測器,係藉由根據下述的算式之等價電路 而構成TD^=gd/(s+gd)[Tcmd-Jn{ωm+TR^/(Jn.s).s}]+TR^其中,TD^:全外擾力矩推定值、TR^:齒隙轉矩推定值、Jn:慣量標稱值、ωm:馬達速度、Tcmd:力矩指令、gd:低通濾波器的截止頻率。 Such as the motor control device of claim 1, wherein the aforementioned disturbance observer is constituted by an equivalent circuit according to the following formula TD^=gd/(s+gd)[Tcmd-Jn{ ω m+TR ^/(Jn.s). s}]+TR^where TD^: estimated value of total external disturbance torque, TR^: estimated value of backlash torque, Jn: nominal value of inertia, ωm: motor speed, Tcmd: torque command, gd: low-pass filter The cutoff frequency of the converter.
TW105105678A 2015-02-26 2016-02-25 Motor control device TWI705657B (en)

Applications Claiming Priority (2)

Application Number Priority Date Filing Date Title
JP2015037228A JP6491497B2 (en) 2015-02-26 2015-02-26 Motor control device
JP2015-037228 2015-02-26

Publications (2)

Publication Number Publication Date
TW201637344A TW201637344A (en) 2016-10-16
TWI705657B true TWI705657B (en) 2020-09-21

Family

ID=56840050

Family Applications (1)

Application Number Title Priority Date Filing Date
TW105105678A TWI705657B (en) 2015-02-26 2016-02-25 Motor control device

Country Status (4)

Country Link
JP (1) JP6491497B2 (en)
CN (1) CN105932920B (en)
PH (1) PH12016000071A1 (en)
TW (1) TWI705657B (en)

Families Citing this family (7)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN106982020B (en) * 2017-02-17 2019-03-01 武汉华中数控股份有限公司 Utilize the method and system of servo-driver evaluation motor cogging torque size
CN106911280B (en) * 2017-03-13 2019-04-02 江苏大学 Permanent-magnetism linear motor method for controlling position-less sensor based on novel disturbance observer
JP6856469B2 (en) * 2017-07-19 2021-04-07 ファナック株式会社 Servo motor controller
JP7120821B2 (en) * 2018-06-15 2022-08-17 三菱重工業株式会社 Control device, control method and program
JP7050624B2 (en) * 2018-08-24 2022-04-08 日立Astemo株式会社 Motor control device and electric brake device equipped with it
CN109375511B (en) * 2018-11-19 2021-11-26 曲阜师范大学 Anti-interference quantitative control model acquisition method and system, controller and control method
CN111669081A (en) * 2020-06-12 2020-09-15 深圳市正弦电气股份有限公司 Method and device for compensating cogging torque of motor

Citations (6)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JPH0866893A (en) * 1994-08-24 1996-03-12 Fanuc Ltd Collision detecting method
JPH11299277A (en) * 1998-04-14 1999-10-29 Yaskawa Electric Corp Motor torque correction device and motor driving device provided with the same
US20030097193A1 (en) * 2001-11-21 2003-05-22 Sumitomo Heavy Industries, Ltd. Position control system and velocity control system for stage driving mechanism
TW200943318A (en) * 2008-03-06 2009-10-16 Nat University Corp Yokohama Nat University Control apparatus, positioning apparatus, control method, and measuring apparatus
CN101932489A (en) * 2008-01-30 2010-12-29 三菱电机株式会社 Steering controller
CN102104361A (en) * 2009-12-22 2011-06-22 发那科株式会社 Motor control apparatus having a function to calculate amount of cogging torque compensation

Family Cites Families (6)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JPH11285283A (en) * 1998-03-27 1999-10-15 Mitsubishi Heavy Ind Ltd Disturbance compensation control device
JP2003009564A (en) * 2001-06-15 2003-01-10 Matsushita Electric Ind Co Ltd Motor controller and image forming apparatus using the same
US7885785B1 (en) * 2006-12-07 2011-02-08 Purdue Research Foundation Rotor position sensing apparatus and method using piezoelectric sensor and hall-effect sensor
JP5386859B2 (en) * 2008-06-04 2014-01-15 株式会社明電舎 Motor torque ripple suppression device
DE102010003094A1 (en) * 2010-03-22 2011-09-22 Robert Bosch Gmbh Method and device for determining a delivery torque of an electric drive
US9143081B2 (en) * 2013-03-14 2015-09-22 Steering Solutions Ip Holding Corporation Motor control system having bandwidth compensation

Patent Citations (6)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JPH0866893A (en) * 1994-08-24 1996-03-12 Fanuc Ltd Collision detecting method
JPH11299277A (en) * 1998-04-14 1999-10-29 Yaskawa Electric Corp Motor torque correction device and motor driving device provided with the same
US20030097193A1 (en) * 2001-11-21 2003-05-22 Sumitomo Heavy Industries, Ltd. Position control system and velocity control system for stage driving mechanism
CN101932489A (en) * 2008-01-30 2010-12-29 三菱电机株式会社 Steering controller
TW200943318A (en) * 2008-03-06 2009-10-16 Nat University Corp Yokohama Nat University Control apparatus, positioning apparatus, control method, and measuring apparatus
CN102104361A (en) * 2009-12-22 2011-06-22 发那科株式会社 Motor control apparatus having a function to calculate amount of cogging torque compensation

Also Published As

Publication number Publication date
CN105932920B (en) 2020-05-08
JP6491497B2 (en) 2019-03-27
TW201637344A (en) 2016-10-16
JP2016163370A (en) 2016-09-05
PH12016000071B1 (en) 2017-09-04
CN105932920A (en) 2016-09-07
PH12016000071A1 (en) 2017-10-09

Similar Documents

Publication Publication Date Title
TWI705657B (en) Motor control device
JP5207071B2 (en) Angle transmission error compensation method for wave gear device
US8803466B2 (en) Motor control apparatus
TWI514099B (en) Servo control device
KR101115698B1 (en) Motor controller
JP5863860B2 (en) Servo controller that reduces interference between axes during machining
US10985684B2 (en) Motor control device
KR20080079590A (en) Method and apparatus for compensating a stick motion generated at a quadrant changing position in nc machine tools
JPWO2015111298A1 (en) Motor control device
TWI575863B (en) Motor control device
JP2011257205A (en) Axial torque controller for dynamometer system
JP2013118817A (en) Motor control apparatus
JPWO2014155559A1 (en) Notch filter, external force estimator, motor controller and robot system
JP2015170208A (en) Control device, control method and control program
JP2016140967A (en) Position control device
JP7049754B2 (en) Motor control device
US11415948B2 (en) Device for controlling electric motor
TWI516888B (en) Servo control device
JP2011036061A (en) Motor control device and motor control system
JP2011035967A (en) Device for controlling electric machine
JP5256704B2 (en) Moment of inertia estimation device
JP5532784B2 (en) Servo control device
JP4507071B2 (en) Motor control device
Luckert et al. Novel Extended Robust Disturbance Observer for Improved Cogging Force Compensation in Permanent Magnet Linear Motors
JP7225621B2 (en) Servo controller

Legal Events

Date Code Title Description
MM4A Annulment or lapse of patent due to non-payment of fees