JP2003070287A - Motor controller with diagnostic function - Google Patents

Motor controller with diagnostic function

Info

Publication number
JP2003070287A
JP2003070287A JP2001257065A JP2001257065A JP2003070287A JP 2003070287 A JP2003070287 A JP 2003070287A JP 2001257065 A JP2001257065 A JP 2001257065A JP 2001257065 A JP2001257065 A JP 2001257065A JP 2003070287 A JP2003070287 A JP 2003070287A
Authority
JP
Japan
Prior art keywords
probability density
motor
torque command
abnormality
command
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
JP2001257065A
Other languages
Japanese (ja)
Inventor
Tetsuo Izumi
哲郎 泉
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.)
Yaskawa Electric Corp
Original Assignee
Yaskawa Electric Corp
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 Yaskawa Electric Corp filed Critical Yaskawa Electric Corp
Priority to JP2001257065A priority Critical patent/JP2003070287A/en
Publication of JP2003070287A publication Critical patent/JP2003070287A/en
Pending legal-status Critical Current

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  • Control Of Electric Motors In General (AREA)

Abstract

PROBLEM TO BE SOLVED: To solve the problem that, since the threshold of a time series waveform is employed as a criterion for deciding the occurrence of an abnormality, a decision is made that an abnormality has occurred when the waveform is increased temporarily by noise, and when a large threshold is set in order to avoid the problem, the decision may be delayed upon the occurrence of the abnormality, or the occurrence of the abnormality may not be decided. SOLUTION: A motor controller comprises a position/speed control section 11 receiving a motor position and outputting a torque command by performing positional control and speed control such that the motor position matches a target position command, a current control section 12 receiving the torque command and outputting a current command to a motor 13 driven by the current command, and a motor position detector 14. The controller is further provided with a section 15 for receiving the torque command and operating the probability density function thereof.

Description

【発明の詳細な説明】Detailed Description of the Invention

【0001】[0001]

【発明の属する技術分野】本発明は、主にロボットや工
作機械などに用いられるモータ制御装置に関し、特に異
常診断機能を備えたモータ制御装置に関する。
BACKGROUND OF THE INVENTION 1. Field of the Invention The present invention relates to a motor control device mainly used for robots, machine tools and the like, and more particularly to a motor control device having an abnormality diagnosing function.

【0002】[0002]

【従来の技術】従来、モータ制御装置においてモータの
トルクから異常発生を診断する例として、特開平10−
257668号公報記載のような、トルクの時系列波形
に閾値を設けて異常を判定する装置が挙げられる。
2. Description of the Related Art Conventionally, as an example of diagnosing an abnormality occurrence from a motor torque in a motor control device, Japanese Patent Laid-Open No.
There is an apparatus as described in Japanese Patent No. 257668, which determines an abnormality by providing a threshold value on a time series waveform of torque.

【0003】[0003]

【本発明が解決しようとする課題】しかし、前記従来例
では、時系列波形の閾値を異常発生の判断の基準とする
ため、例えばノイズにより一時的に波形が大きくなった
場合など、異常が発生していない場合にも異常発生と判
断してしまう。また、これを回避するために閾値を大き
く設定すると、異常発生時に判断が遅れる、または異常
発生と判断できなくなる恐れがある、という問題点があ
った。本発明は、ノイズによる誤判断のない診断機能を
備えたモータ制御装置を提供することを目的とする。
However, in the above-mentioned conventional example, since the threshold of the time-series waveform is used as a criterion for determining the occurrence of an abnormality, an abnormality occurs, for example, when the waveform temporarily becomes large due to noise. Even if it is not done, it is determined that an abnormality has occurred. Further, if a large threshold value is set in order to avoid this, there is a problem that the determination may be delayed when an abnormality occurs or it may not be possible to determine that an abnormality has occurred. It is an object of the present invention to provide a motor control device having a diagnosis function that does not cause an erroneous determination due to noise.

【0004】[0004]

【課題を解決するための手段】上記問題点を解決するた
めに、請求項1の発明は、モータ位置を入力し、目標と
する位置指令に前記モータ位置が一致するよう位置制御
及び速度制御を行い、トルク指令を出力する位置・速度
制御部と、前記トルク指令を入力し、モータへ電流指令
を出力する電流制御部と、前記電流指令により駆動され
るモータと、モータ位置を検出する検出器と、を備える
モータ制御装置において、前記トルク指令を入力し、前
記トルク指令の確率密度関数を演算する確率密度演算部
を備えることを特徴とするものである。また、請求項2
の発明は、前記確率密度演算部が、前記トルク指令の確
率密度関数が正常な状態か否か監視し、正常でない場合
には警報を発することを特徴とするものである。また、
請求項3の発明は、前記確率密度演算部が、前期トルク
指令の確率密度関数が一定の分布範囲から外れた場合に
正常でないと判断することを特徴とするものである。ま
た、請求項4の発明は、前記確率密度演算部が、前記ト
ルク指令の確率密度関数が正常な状態か否かの判断を、
確率密度関数の標準偏差の値に閾値を設けて行うことを
特徴とするものである。
In order to solve the above-mentioned problems, the invention of claim 1 inputs a motor position and performs position control and speed control so that the motor position coincides with a target position command. A position / speed control unit that outputs a torque command, a current control unit that inputs the torque command and outputs a current command to the motor, a motor that is driven by the current command, and a detector that detects the motor position. And a probability density calculation unit that inputs the torque command and calculates a probability density function of the torque command. In addition, claim 2
In the invention, the probability density calculation unit monitors whether or not the probability density function of the torque command is in a normal state, and issues an alarm if it is not normal. Also,
The invention according to claim 3 is characterized in that the probability density computing unit determines that the probability density function is not normal when the probability density function of the previous torque command is out of a certain distribution range. Further, in the invention of claim 4, the probability density calculation unit determines whether the probability density function of the torque command is in a normal state,
It is characterized in that a threshold is provided for the standard deviation value of the probability density function.

【0005】[0005]

【発明の実施の形態】以下、本発明の実施例を図に基づ
いて説明する。図1は、本発明を適用するモータ制御装
置のブロック図である。図において、11は位置・速度
制御部であり、位置検出器14で検出されたモータの位
置Pfbを入力し、目標位置と位置Pfbが一致するよう位置
制御および速度制御を行いトルク指令Trefを電流制御部
へ出力する。12は電流制御部であり、トルク指令Tref
を入力してこれに応じた電流を出力してモータ13を駆
動する。15は確率密度関数演算部であり、前記トルク
指令Trefを入力し、トルク指令の確率密度関数の標準偏
差σ(Tref)を算出する。16は異常診断部であり、前記
σ(Tref)が一定水準を越えた場合、警報を発する。次
に、異常診断部16において異常を診断する手順につい
て、図2を用いて説明する。図2は、異常診断部16の
内部の処理を示すフローチャートである。図2におい
て、Sに続く数値はステップ番号を示す。S161では
トルク指令の確率密度関数の標準偏差σ(Tref)を入力す
る。S162では前記σ(Tref)を入力し、標準偏差の閾
値を設定する関数σ0(Tref)と比較し、σ(Tref) ≧σ0
(Tref)となる場合はS163へ進み、それ以外はS16
4へ進む。S163では異常を示す警報を発し、S164
では運転を継続する。なお、S163において、警報を
発する代わりに非常停止などの措置をとってもよい。こ
の結果、閾値σ0(Tref)を任意に設定することで、例え
ば一時的なノイズなど、定常的に異常が発生していない
場合にも異常発生と判断することのない異常診断を行う
ことができる。
BEST MODE FOR CARRYING OUT THE INVENTION Embodiments of the present invention will be described below with reference to the drawings. FIG. 1 is a block diagram of a motor control device to which the present invention is applied. In the figure, 11 is a position / speed control unit, which inputs the position Pfb of the motor detected by the position detector 14, performs position control and speed control so that the target position and the position Pfb match, and outputs a torque command Tref as a current. Output to the control unit. Reference numeral 12 is a current control unit, which is a torque command Tref.
Is input and a current corresponding to this is output to drive the motor 13. A probability density function computing unit 15 inputs the torque command Tref and calculates the standard deviation σ (Tref) of the probability density function of the torque command. Reference numeral 16 is an abnormality diagnosing unit, which issues an alarm when σ (Tref) exceeds a certain level. Next, a procedure for diagnosing an abnormality in the abnormality diagnosing unit 16 will be described with reference to FIG. FIG. 2 is a flowchart showing the internal processing of the abnormality diagnosis unit 16. In FIG. 2, the numerical value following S indicates a step number. In S161, the standard deviation σ (Tref) of the probability density function of the torque command is input. In S162, the σ (Tref) is input and compared with a function σ0 (Tref) that sets a threshold value of the standard deviation, and σ (Tref) ≧ σ0
If it is (Tref), proceed to S163; otherwise, proceed to S16.
Go to 4. In S163, an alarm indicating an abnormality is issued, and S164
Now continue driving. Note that in S163, measures such as an emergency stop may be taken instead of issuing an alarm. As a result, by arbitrarily setting the threshold σ0 (Tref), it is possible to perform abnormality diagnosis without determining that an abnormality has occurred even when no abnormality is constantly occurring, such as temporary noise. .

【0006】[0006]

【発明の効果】以上のように、本発明によれば、モータ
位置制御装置において、トルク指令の確率密度分布の標
準偏差に閾値を設けて異常を診断するので、例えば一時
的なノイズなど、定常的に異常が発生していない場合に
異常発生と判断することのない異常診断を行うことがで
きる。
As described above, according to the present invention, in the motor position control device, the threshold is set to the standard deviation of the probability density distribution of the torque command, so that the abnormality is diagnosed. It is possible to perform an abnormality diagnosis without determining that an abnormality has occurred when no abnormality has occurred.

【図面の簡単な説明】[Brief description of drawings]

【図1】本発明の適用例を示すブロック図FIG. 1 is a block diagram showing an application example of the present invention.

【図2】図1における異常診断部16の詳細を示すフロ
ーチャート
FIG. 2 is a flowchart showing details of an abnormality diagnosis unit 16 in FIG.

【符号の説明】[Explanation of symbols]

11 位置・速度制御部 12 電流制御部 13 モータ 14 位置検出器 15 確率密度関数演算部 16 異常診断部 11 Position / speed controller 12 Current controller 13 motor 14 Position detector 15 Probability density function calculator 16 Abnormality diagnosis section

Claims (4)

【特許請求の範囲】[Claims] 【請求項1】 モータ位置を入力し、目標とする位置指
令に前記モータ位置が一致するよう位置制御及び速度制
御を行い、トルク指令を出力する位置・速度制御部と、
前記トルク指令を入力し、モータへ電流指令を出力する
電流制御部と、前記電流指令により駆動されるモータ
と、モータ位置を検出する検出器とを備えるモータ制御
装置において、前記トルク指令を入力し、前記トルク指
令の確率密度関数を演算する確率密度演算部を備えたこ
とを特徴とするモータ制御装置。
1. A position / speed control unit that inputs a motor position, performs position control and speed control so that the motor position matches a target position command, and outputs a torque command,
In a motor control device including a current control unit that inputs the torque command and outputs a current command to the motor, a motor that is driven by the current command, and a detector that detects the motor position, input the torque command. A motor control device comprising: a probability density calculation unit that calculates a probability density function of the torque command.
【請求項2】 前記確率密度演算部は、前記トルク指令
の確率密度関数が正常な状態か否か監視し、正常でない
場合には警報を発することを特徴とする、請求項1記載
のモータ制御装置。
2. The motor control according to claim 1, wherein the probability density calculation unit monitors whether or not the probability density function of the torque command is normal, and issues an alarm if the probability density function of the torque command is not normal. apparatus.
【請求項3】 前記確率密度演算部は、前期トルク指令
の確率密度関数が一定の分布範囲から外れた場合に正常
でないと判断することを特徴とする請求項1または請求
項2記載のモータ制御装置。
3. The motor control according to claim 1, wherein the probability density calculator determines that the probability density function of the previous torque command is not normal when the probability density function is out of a certain distribution range. apparatus.
【請求項4】 前記確率密度演算部は、前記トルク指令
の確率密度関数が正常な状態か否かの判断を、前記トル
ク指令の確率密度関数の標準偏差の値に閾値を設けて行
うことを特徴とする請求項1ないし3のいずれか1項記
載のモータ制御装置。
4. The probability density calculation unit determines whether or not the probability density function of the torque command is in a normal state by setting a threshold value for the standard deviation of the probability density function of the torque command. 4. The motor control device according to claim 1, wherein the motor control device is a motor control device.
JP2001257065A 2001-08-28 2001-08-28 Motor controller with diagnostic function Pending JP2003070287A (en)

Priority Applications (1)

Application Number Priority Date Filing Date Title
JP2001257065A JP2003070287A (en) 2001-08-28 2001-08-28 Motor controller with diagnostic function

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
JP2001257065A JP2003070287A (en) 2001-08-28 2001-08-28 Motor controller with diagnostic function

Publications (1)

Publication Number Publication Date
JP2003070287A true JP2003070287A (en) 2003-03-07

Family

ID=19084787

Family Applications (1)

Application Number Title Priority Date Filing Date
JP2001257065A Pending JP2003070287A (en) 2001-08-28 2001-08-28 Motor controller with diagnostic function

Country Status (1)

Country Link
JP (1) JP2003070287A (en)

Cited By (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
WO2016136094A1 (en) * 2015-02-27 2016-09-01 三菱電機株式会社 Electric motor control device
JP2016197040A (en) * 2015-04-03 2016-11-24 三菱電機株式会社 Diagnostic apparatus for electric motor
WO2018020545A1 (en) * 2016-07-25 2018-02-01 三菱電機株式会社 Electric motor diagnosis device

Cited By (11)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
WO2016136094A1 (en) * 2015-02-27 2016-09-01 三菱電機株式会社 Electric motor control device
TWI586093B (en) * 2015-02-27 2017-06-01 三菱電機股份有限公司 Motor controlling apparatus
JPWO2016136094A1 (en) * 2015-02-27 2017-07-06 三菱電機株式会社 Electric motor control device
US10038399B2 (en) 2015-02-27 2018-07-31 Mitsubishi Electric Corporation Electric motor control device
JP2016197040A (en) * 2015-04-03 2016-11-24 三菱電機株式会社 Diagnostic apparatus for electric motor
WO2018020545A1 (en) * 2016-07-25 2018-02-01 三菱電機株式会社 Electric motor diagnosis device
KR20190014074A (en) * 2016-07-25 2019-02-11 미쓰비시덴키 가부시키가이샤 Diagnostic equipment of motors
CN109477869A (en) * 2016-07-25 2019-03-15 三菱电机株式会社 The diagnostic device of motor
EP3489700A4 (en) * 2016-07-25 2019-07-31 Mitsubishi Electric Corporation Electric motor diagnosis device
KR102104117B1 (en) * 2016-07-25 2020-04-23 미쓰비시덴키 가부시키가이샤 Diagnostic device of electric motor
CN109477869B (en) * 2016-07-25 2021-02-26 三菱电机株式会社 Diagnostic device for motor

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