JPH05152151A - Automatic winding apparatus - Google Patents

Automatic winding apparatus

Info

Publication number
JPH05152151A
JPH05152151A JP34230491A JP34230491A JPH05152151A JP H05152151 A JPH05152151 A JP H05152151A JP 34230491 A JP34230491 A JP 34230491A JP 34230491 A JP34230491 A JP 34230491A JP H05152151 A JPH05152151 A JP H05152151A
Authority
JP
Japan
Prior art keywords
winding
automatic winding
control
microprocessor
diameter
Prior art date
Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
Granted
Application number
JP34230491A
Other languages
Japanese (ja)
Other versions
JP3005098B2 (en
Inventor
Ikuo Chiba
郁生 千葉
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.)
Tokin Corp
Original Assignee
Tokin 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 Tokin Corp filed Critical Tokin Corp
Priority to JP3342304A priority Critical patent/JP3005098B2/en
Publication of JPH05152151A publication Critical patent/JPH05152151A/en
Application granted granted Critical
Publication of JP3005098B2 publication Critical patent/JP3005098B2/en
Anticipated expiration legal-status Critical
Expired - Fee Related legal-status Critical Current

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  • Coil Winding Methods And Apparatuses (AREA)

Abstract

PURPOSE:To obtain an automatic winding apparatus wherein a disconnection accident due to a programming error is small, a programming correction is small, the operating rate of an automatic winding machine is enhanced, a wind ing process can be standardized and the quality of a wound coil is enhanced in the automatic winding apparatus wherein a winding operation is executed to an electronic component to be wound. CONSTITUTION:In an automatic winding apparatus, a fuzzy control function which controls the following by a numerical value decided by a fuzzy inference which has been computed in advance on the basis of a membership function is added: control items of a tension device which is controlled by a microprocessor and of respective devices which are controlled by a microprocessor for a motor system, a machine system, and electric-equipment system and a sequencer.

Description

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

【0001】[0001]

【産業上の利用分野】本発明は、トランスやチョークコ
イル等の巻線装置において、決められた巻線の手順や仕
様を制御するシーケンサと、マイクロプロセッサ(CP
U)の動作が、巻線装置の操作者のプログラムにより制
御していたモータ系統、及び機械系統のプログラミング
にファジィ制御機能を追加することにより、プログラム
の簡易化と巻線仕上品の品質の向上をはかった自動巻線
装置に関する。
BACKGROUND OF THE INVENTION 1. Field of the Invention The present invention relates to a winding device such as a transformer or a choke coil, and a sequencer for controlling a predetermined winding procedure and specifications and a microprocessor (CP).
U) operation is controlled by the program of the winding device operator. By adding the fuzzy control function to the programming of the motor system and machine system, the program is simplified and the quality of the finished product is improved. The present invention relates to an automatic winding device.

【0002】[0002]

【従来の技術】トランスやチョークコイルを形成するコ
イルボビンに巻線を施す巻線工程において自動巻線を行
う場合、モータ系統及び機械系統の制御は、全て操作者
により装置を操作する手順や仕様を示すプログラミング
が必要であった。そのため仕様が変わる毎に操作手順を
プログラミングする必要があり、このための人手が必要
となり、又その巻線工程内で、例えば巻線時の線に与え
る張力を調整するための張力や、オン/オフ時を決める
プログラミングの誤り等により、巻線が断線する等の事
故が発生し、又その都度巻線のプログラムの修正をして
いたため、自動巻線機の稼働率が低下し、又巻線したコ
イルの品質の均一性が低下するという欠点があった。
2. Description of the Related Art When automatic winding is performed in a winding process for winding a coil bobbin forming a transformer or a choke coil, control of a motor system and a mechanical system is based on procedures and specifications for operating an apparatus by an operator. The programming shown was needed. Therefore, it is necessary to program the operating procedure every time the specifications change, and it requires manpower for this. Also, in the winding process, for example, the tension for adjusting the tension applied to the wire at the time of winding and on / off Accidents such as wire breakage occurred due to programming errors that determine the off time, and because the winding program was modified each time, the operating rate of the automatic winding machine decreased and There is a drawback that the uniformity of the quality of the coil is deteriorated.

【0003】[0003]

【発明が解決しようとする課題】本発明はこれらの欠点
を除去するため、自動巻線装置において従来のプログラ
ム制御に加え、巻線材の線径、その巻線材をからげるピ
ン端子のピン径、からげ回数、巻線時の巻線材に加える
張力、回転数、オン/オフ等の組合せデータを全て入力
し、夫々の制御項目毎の専用のコマンド命令を作成し、
夫々の制御部分にファジィ制御を加えることにより、条
件設定のコマンド命令のみにより一連の部分巻線工法が
確立でき、標準化が可能となり、又それによる稼働率の
向上及び巻上がったコイルの品質を向上した自動巻線装
置を提供するものである。
SUMMARY OF THE INVENTION In order to eliminate these drawbacks, the present invention, in addition to the conventional program control in an automatic winding device, includes a wire diameter of a winding material and a pin diameter of a pin terminal for twisting the winding material. , The number of twists, the tension applied to the winding material at the time of winding, the number of revolutions, and the combination data such as ON / OFF are all input, and a dedicated command command is created for each control item.
By adding fuzzy control to each control part, a series of partial winding method can be established only by command command of condition setting, standardization becomes possible, and thereby improvement of operating rate and quality of wound coil The present invention provides an automatic winding device.

【0004】[0004]

【課題を解決するための手段】本発明は、マイクロプロ
セッサにより制御されるテンション装置、モータ系統、
機械系統、電装系統、センサ系統、シーケンサに、前記
マイクロプロセッサが制御する夫々の装置の制御項目
に、予めメンバーシップ関数に基づき計算されたファジ
イ推論により決められた数値で制御するファジィ制御機
能を追加した自動巻線装置とすることを特徴とする。
SUMMARY OF THE INVENTION The present invention is directed to a tension device, a motor system, controlled by a microprocessor,
A fuzzy control function is added to the mechanical system, electrical system, sensor system, sequencer, and control items of each device controlled by the microprocessor with a numerical value determined by fuzzy inference calculated based on the membership function in advance. It is characterized in that it is an automatic winding device.

【0005】即ち本発明は、巻線を施す電子部品へ巻線
を行うマイクロプロセッサを組み込んだ自動巻線装置に
おいて、巻線材の線径、巻線材をからげるピン端子のピ
ン径、からげ回数、線材に加える張力の許容範囲、巻線
回数、巻線速度、からげ速度等の制御項目の夫々の値を
メンバーシップ関数に基づくファジィ制御プログラムに
変換し、前記マイクロプロセッサに附加し、テンション
装置、モータ系統、機械系統、電装系統、センサ系統、
シーケンサを制御し形成したことを特徴とする自動巻線
装置である。
That is, according to the present invention, in an automatic winding device incorporating a microprocessor for winding an electronic component to be wound, a wire diameter of a winding material, a pin diameter of a pin terminal for winding the winding material, and The number of control items such as the number of times, the allowable range of tension applied to the wire, the number of windings, the winding speed, and the twisting speed are converted into a fuzzy control program based on the membership function, and the fuzzy control program is added to the microprocessor. Equipment, motor system, mechanical system, electrical system, sensor system,
It is an automatic winding device characterized by being formed by controlling a sequencer.

【0006】[0006]

【作用】従来のマイクロプロセッサによる制御に加え、
自動巻線装置を形成するのに必要なテンション装置、モ
ータ系統の制御、機械駆動系統の制御、電装系統、セン
サ系統、シーケンサの夫々の制御項目に、予めメンバー
シップ関数により計算されたファジィ推論により決めら
れた数値で制御するファジィ制御機能を追加した自動巻
線装置とすることにより、夫々の条件設定を入力するの
みでファジィ制御機能部とマイクロプロセッサとの演算
により自動的に巻線のための最適条件を計算し、例えば
一例として、巻線の線径、ピン端子径を入力するのみで
最適回転数でピン端子への巻線のからげ作業を行う自動
巻線装置が形成される。
[Function] In addition to the conventional control by the microprocessor,
By the fuzzy reasoning calculated in advance by the membership function for each tension device, motor system control, machine drive system control, electrical system, sensor system, sequencer control items necessary to form the automatic winding device. By using an automatic winding device that adds a fuzzy control function that controls with a predetermined numerical value, the fuzzy control function unit and the microprocessor automatically calculate the winding by simply inputting each condition setting. An automatic winding device is formed which calculates optimum conditions and, for example, only inputs the wire diameter of the winding and the pin terminal diameter to carry out the work of winding the winding on the pin terminal at the optimum rotation speed.

【0007】[0007]

【実施例】図1は本発明によるファジィ制御機能部付自
動巻線装置の系統図を示す。図1において、一点鎖線内
は従来の自動巻線装置の構成を示し、巻線装置本体の巻
線時の制御対象となる、線材のテンション装置、モータ
系統、機械系統、電装系統、センサ系統、シーケンサは
内部のマイクロプロセッサにより制御されていたが、本
発明では前記各系統を制御するマイクロプロセッサに二
点鎖線で示すファジィ制御機能部を附加した自動巻線機
とするものである。ファジィ制御機能部は、熟練者、専
門家によりまとめられた各制御項目毎の規則の作成、規
則修正、規則確認に基づく制御規則と、従来の計測値の
記録によりメンバーシップ関数によるファジィ推論に基
づくファジィ制御を行うもので、各制御項目のメンバー
シップ関数に基づく計算結果は夫々ファジィ制御機能部
へ入力され、ファジィ制御によるプログラムはマイクロ
プロセッサに入力される。ファジィ制御は、シーケンス
制御、PID制御、最適制御、データ処理、ネットワー
ク、マンマシーン機能全般にわたり適用される。図2に
自動巻線装置の巻線プログラムフローチャートを示す。
トランス、コイル等のコイルボビンに巻線を行う時、自
動巻線機において、特に操作者がプログラミング上工数
を要するのは、からげ命令、及び巻線命令におけるから
げ回数、からげ方向、からげ速度、巻線回数、巻線方
向、巻線速度、テンションオン/オフ等の夫々の制御項
目の制御値であり、主にからげ作業時のピン端子径、ボ
ビンへの巻線はボビン形状とのかねあいで、従来は各ト
ランス、コイルの仕様が異なる毎に、各々全く独立した
プログラムで作成していた。そのため一般にプログラム
の共用化が困難であり、従って設備上トラブル発生時
に、その対処に時間がかり、自動巻線機の操作維持に多
くの手数を要していた。そこで、前記からげ及び巻線命
令等の各詳細部コマンド命令を、例えばボビンへの巻線
の際はボビン形状を考慮して、前記の巻線項目を示す各
詳細部コマンド命令を、ファジィ推論のメンバーシップ
関数を用いて各巻線項目毎に決めていた制御数値の条件
を、複合化した演算に基づき制御するよう構成したもの
で、複数の巻線項目の設定条件を入力するのみで自動的
に最適条件で自動巻線を行う。従って、プログラミング
の工数の短縮、省略化、及びトランス、チョークコイル
の品質向上につながる。
1 is a system diagram of an automatic winding device with a fuzzy control function unit according to the present invention. In FIG. 1, the structure of a conventional automatic winding device is shown in the alternate long and short dash line, and a wire tension device, a motor system, a mechanical system, an electrical system, a sensor system, which is a control target during winding of the winding device body, Although the sequencer was controlled by an internal microprocessor, the present invention is an automatic winding machine in which a fuzzy control function unit indicated by a chain double-dashed line is added to the microprocessor for controlling each system. The fuzzy control function unit is based on fuzzy reasoning based on membership functions by recording the measured values of the conventional control rules based on the rule creation, rule modification and rule confirmation for each control item compiled by experts and experts. The fuzzy control is performed, and the calculation result based on the membership function of each control item is input to the fuzzy control function unit, and the program by the fuzzy control is input to the microprocessor. Fuzzy control is applied to all sequence control, PID control, optimum control, data processing, network, and man-machine functions. FIG. 2 shows a winding program flowchart of the automatic winding device.
When winding a coil bobbin such as a transformer or a coil, it is necessary for an operator, especially in an automatic winding machine, to have programming man-hours. It is a control value for each control item such as speed, number of windings, winding direction, winding speed, tension on / off, etc. Mainly the pin terminal diameter at the time of tangling work, the winding to the bobbin is the bobbin shape. In the past, however, in the past, each transformer and coil had different specifications, and they were created by completely independent programs. Therefore, it is generally difficult to share a program. Therefore, when a trouble occurs in the facility, it takes time to deal with it, and it takes a lot of trouble to maintain the operation of the automatic winding machine. Therefore, fuzzy inference is performed for each detailed portion command instruction such as the above-mentioned winding and winding instruction, for example, for winding the bobbin, in consideration of the bobbin shape. It is configured to control the condition of the control value decided for each winding item using the membership function of the above, based on the composite calculation, and it is automatic only by inputting the setting conditions of multiple winding items. Automatic winding is performed under optimum conditions. Therefore, the number of programming steps can be shortened and omitted, and the quality of the transformer and choke coil can be improved.

【0008】本発明の実施例として、図3を参照しなが
らファジィ理論を適用した自動巻線装置について説明す
る。図3の(a)は、ボビン巻治具5に取り付けられた
コイルボビン4のピン端子2に線材1をノズル3を介し
巻回する図で、図3の(b)はピン端子2に線材1をか
らげた後、コイルボビンに線を巻回している図である。
もし線材1が少し細く、かつピン端子2が太ければ、か
らげ速度を上げる。ピン端子への線材のからげの理論を
図4に示す。図4の(a)は、横軸に線材の線径(m
m)、縦軸にファジィ制御の値を示すグレードの値を示
し、制御条件最大の時1.0を示す。従って、線径に対
する最適制御曲線Aは、グレード1.0で一定の折れ線
となる制御曲線となる。図4の(b)は、ピン端子のピ
ン径とグレードとの関係を示し、ピン径とグレードとの
関係を示す制御曲線は、最大制御条件グレード1.0に
おいて折れ線Bとなる。線径、ピン端子のピン径に対す
るグレードの決定には、図1に示すように、熟練者、専
門家によるデータの蓄積、解析による規則作成、規則修
正、規則確認等の作業による数値と、メンバーシップ関
数を用いての計算により、制御規制入力を決めファジィ
制御のプログラムが入力される。図4の(c)の曲線D
は線材の線径と推定速度を示すグレードとの関係におい
て、線径を特定したときのピン端子の回転数と推定速度
のグレードとの関係を示し、曲線Cはピン径を特定した
ときのピン端子の回転数と推定速度を示すグレードとの
関係を示し、曲線C、曲線Dの交点Eが最適ピン端子の
回転数を示す。点Eの速度は重心点計算からも求められ
る。従って、図4に示す図はy軸がメンバーシップ関数
であり、これはピン径の太さ、線径の細さ等により推定
速度によるx軸成分の度合を数値的に示したものであ
り、その度合により各々の関数をプログラミング、即ち
規則化する。その規則に対応した回転数の関数をプログ
ラミングし、各々の回転数の関数の重心点E、即ち図4
では線径とピン端子径に対するメンバーシップ関数を求
めることにより、断線を生じない適切なピン端子の回転
速度(回転数)を選択することができる。つまり、従来
のマイクロプロセッサで制御していた自動巻線装置にフ
ァジィ制御機能を附加することにより、線径データに対
する速度と、ピン径に対する速度のデータを入力してお
くことにより、線径とピン径の値を入力するのみで、適
切な速度で線材をピン端子にからげることができる。巻
線も同様な手順でボビン径の周長、線材の線径等を入力
するのみで、適切な速度で線材の巻線を行うことができ
る。
As an embodiment of the present invention, an automatic winding device to which the fuzzy theory is applied will be described with reference to FIG. 3A is a diagram in which the wire rod 1 is wound around the pin terminal 2 of the coil bobbin 4 attached to the bobbin winding jig 5 through the nozzle 3, and FIG. It is the figure which has wound the wire around the coil bobbin after entanglement.
If the wire 1 is a little thin and the pin terminal 2 is thick, the twisting speed is increased. Figure 4 shows the theory of wire entanglement on pin terminals. In FIG. 4A, the horizontal axis indicates the wire diameter (m
m), the vertical axis indicates the grade value indicating the value of fuzzy control, and indicates 1.0 at the maximum control condition. Therefore, the optimum control curve A with respect to the wire diameter is a control curve with grade 1.0 and a constant polygonal line. FIG. 4B shows the relationship between the pin diameter of the pin terminal and the grade, and the control curve showing the relationship between the pin diameter and the grade is a polygonal line B at the maximum control condition grade 1.0. To determine the wire diameter and the grade for the pin diameter of the pin terminal, as shown in Fig. 1, accumulated values of data by experts, experts, rule making by analysis, rule correction, rule confirmation, etc. By the calculation using the ship function, the control regulation input is determined and the fuzzy control program is input. Curve D in FIG. 4 (c)
Shows the relationship between the rotational speed of the pin terminal when the wire diameter is specified and the grade of the estimated speed in the relationship between the wire diameter of the wire and the grade indicating the estimated speed, and the curve C is the pin when the pin diameter is specified. The relationship between the terminal rotation speed and the grade indicating the estimated speed is shown, and the intersection E of the curves C and D shows the optimum pin terminal rotation speed. The velocity of the point E can also be obtained by calculating the center of gravity. Therefore, in the diagram shown in FIG. 4, the y-axis is the membership function, which numerically shows the degree of the x-axis component due to the estimated speed depending on the thickness of the pin diameter, the thinness of the wire diameter, and the like. Depending on the degree, each function is programmed, that is, regularized. By programming the function of the rotation speed corresponding to the rule, the center of gravity E of each rotation speed function, that is, FIG.
Then, by obtaining the membership functions for the wire diameter and the pin terminal diameter, it is possible to select an appropriate rotation speed (rotation speed) of the pin terminal that does not cause disconnection. In other words, by adding a fuzzy control function to the automatic winding device that was controlled by the conventional microprocessor, by inputting the speed data for the wire diameter data and the speed data for the pin diameter, By simply inputting the diameter value, the wire rod can be twisted to the pin terminal at an appropriate speed. For the winding, the wire rod can be wound at an appropriate speed simply by inputting the circumference of the bobbin diameter, the wire diameter of the wire rod, and the like in the same procedure.

【0009】[0009]

【発明の効果】従来の自動巻線装置における線材のテン
ション装置、モータ系統、機械系統、電装系統、シーケ
ンサを制御するマイクロプロセッサに、新たに制御規則
を入力したファジィ推論によるファジィ制御を、前記マ
イクロプロセッサに附加することにより、コイルボビン
の仕様変更によっても制御項目の定数を入力するのみ
で、自動的に最適な制御を行う自動巻線装置が提供でき
るようになった。
The fuzzy control by the fuzzy inference in which the control rule is newly input to the microprocessor for controlling the tension device for the wire rod, the motor system, the mechanical system, the electrical system and the sequencer in the conventional automatic winding device is described above. By adding it to the processor, even if the specifications of the coil bobbin are changed, it is possible to provide an automatic winding device that automatically performs optimum control simply by inputting constants of control items.

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

【図1】従来の自動巻線装置にファジィ制御機能部を附
加した本発明の自動巻線装置の制御系の構成図。
FIG. 1 is a configuration diagram of a control system of an automatic winding device of the present invention in which a fuzzy control function unit is added to a conventional automatic winding device.

【図2】巻線プログラムのフローチャート。FIG. 2 is a flowchart of a winding program.

【図3】巻線機の巻線部分の拡大図。図3の(a)は線
材をピン端子にからげる外観斜視図、図3の(b)はコ
イルボビンに線材を巻回している外観斜視図。
FIG. 3 is an enlarged view of a winding portion of a winding machine. 3A is an external perspective view in which the wire rod is twisted around the pin terminal, and FIG. 3B is an external perspective view in which the wire rod is wound around a coil bobbin.

【図4】本発明の一実施例で示す線材の線径、ピン端子
のピン径の組合せによるピン端子回転数を、ファジィ制
御機能を付与し制御する時の特性図で、図4の(a)は
線材の線径とファジィ制御のグレードとの関係を示す特
性図、図4の(b)はピン端子のピン径とファジィ制御
のグレードとの関係を示す特性図、図4の(c)はピン
端子の回転数に対する、線径、ピン径の値が特定された
ときのグレードの値と推定速度のグレード値との関係を
示す特性図。
FIG. 4 is a characteristic diagram when a fuzzy control function is added to control the pin terminal rotation speed based on a combination of the wire diameter of the wire rod and the pin diameter of the pin terminal shown in FIG. 4) is a characteristic diagram showing the relationship between the wire diameter of the wire rod and the fuzzy control grade, FIG. 4B is a characteristic diagram showing the relationship between the pin diameter of the pin terminal and the fuzzy control grade, and FIG. 4C. Is a characteristic diagram showing the relationship between the value of the wire diameter and the value of the pin diameter and the grade value of the estimated speed with respect to the rotational speed of the pin terminal.

【符号の説明】[Explanation of symbols]

1 線材 2 ピン端子 3 ノズル 4 コイルボビン 5 ボビン巻治具 A ファジイ制御機能を付与した時の線径と線との推
定速度との関係を示す特性図 B ファジイ制御機能を付与した時のピン端子のピン
径とピン径に関する推定速度との関係を示す特性図 C ピン端子の回転数とピン径に関する推定速度との
関係を示す特性図 D ピン端子の回転数と線径に関する推定速度との関
係を示す特性図 E 曲線C、曲線Dの交点で最適ピン端子の回転数を
示す点
1 Wire rod 2 Pin terminal 3 Nozzle 4 Coil bobbin 5 Bobbin winding jig A A Characteristic diagram showing the relationship between the wire diameter when the fuzzy control function is applied and the estimated speed of the wire B B The pin terminal when the fuzzy control function is applied Characteristic diagram showing the relationship between pin diameter and estimated speed related to pin diameter Characteristic diagram showing relationship between rotational speed of C pin terminal and estimated speed related to pin diameter D Relationship between rotational speed of pin terminal and estimated speed related to wire diameter Characteristic diagram E Shown at the intersection of curve C and curve D, the point that indicates the optimum pin terminal rotation speed

Claims (1)

【特許請求の範囲】[Claims] 【請求項1】 巻線を施す電子部品へ巻線を行うマイク
ロプロセッサを組み込んだ自動巻線装置において、巻線
材の線径、巻線材をからげるピン端子のピン径、からげ
回数、線材に加える張力の許容範囲、巻線回数、巻線速
度、からげ速度等の制御項目の夫々の値をメンバーシッ
プ関数に基づくファジィ制御プログラムに変換し、前記
マイクロプロセッサに附加し、テンション装置、モータ
系統、機械系統、電装系統、センサ系統、シーケンサを
制御することを特徴とする自動巻線装置。
1. In an automatic winding device incorporating a microprocessor for winding an electronic component to be wound, a wire diameter of a winding material, a pin diameter of a pin terminal for entwining the winding material, a number of times of entanglement, and a wire material. The value of each of the control items such as the allowable range of the tension applied to the coil, the number of windings, the winding speed, and the twisting speed is converted into a fuzzy control program based on the membership function, and the fuzzy control program is added to the microprocessor, and the tension device, the motor An automatic winding device that controls a system, a mechanical system, an electrical system, a sensor system, and a sequencer.
JP3342304A 1991-11-29 1991-11-29 Automatic winding device Expired - Fee Related JP3005098B2 (en)

Priority Applications (1)

Application Number Priority Date Filing Date Title
JP3342304A JP3005098B2 (en) 1991-11-29 1991-11-29 Automatic winding device

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
JP3342304A JP3005098B2 (en) 1991-11-29 1991-11-29 Automatic winding device

Publications (2)

Publication Number Publication Date
JPH05152151A true JPH05152151A (en) 1993-06-18
JP3005098B2 JP3005098B2 (en) 2000-01-31

Family

ID=18352694

Family Applications (1)

Application Number Title Priority Date Filing Date
JP3342304A Expired - Fee Related JP3005098B2 (en) 1991-11-29 1991-11-29 Automatic winding device

Country Status (1)

Country Link
JP (1) JP3005098B2 (en)

Cited By (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
EP2454537B1 (en) 2009-07-16 2016-01-13 Termal SRL Radiation heating apparatus
CN106558959A (en) * 2015-09-30 2017-04-05 发那科株式会社 Rote learning device and coil manufacturing apparatus
TWI754600B (en) * 2021-07-08 2022-02-01 王文亮 Winding tension control method

Cited By (5)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
EP2454537B1 (en) 2009-07-16 2016-01-13 Termal SRL Radiation heating apparatus
CN106558959A (en) * 2015-09-30 2017-04-05 发那科株式会社 Rote learning device and coil manufacturing apparatus
JP2017069404A (en) * 2015-09-30 2017-04-06 ファナック株式会社 Machine learning device and coil manufacturing device
US10019674B2 (en) 2015-09-30 2018-07-10 Fanuc Corporation Machine learning apparatus and coil producing apparatus
TWI754600B (en) * 2021-07-08 2022-02-01 王文亮 Winding tension control method

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