JPH08314534A - Working rate summing-up device - Google Patents

Working rate summing-up device

Info

Publication number
JPH08314534A
JPH08314534A JP12109095A JP12109095A JPH08314534A JP H08314534 A JPH08314534 A JP H08314534A JP 12109095 A JP12109095 A JP 12109095A JP 12109095 A JP12109095 A JP 12109095A JP H08314534 A JPH08314534 A JP H08314534A
Authority
JP
Japan
Prior art keywords
data
integration
unit
state input
input units
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
JP12109095A
Other languages
Japanese (ja)
Inventor
Kenichi Komatsu
健一 小松
Taizo Okada
泰三 岡田
Naoyuki Terunuma
直之 照沼
Hidehiro Ohashi
英洋 大橋
Yasutaka Hoshino
康隆 星野
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.)
Hitachi Ltd
Hitachi High Tech Control Systems Corp
Original Assignee
Hitachi Ltd
Hitachi Naka Electronics Co Ltd
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 Hitachi Ltd, Hitachi Naka Electronics Co Ltd filed Critical Hitachi Ltd
Priority to JP12109095A priority Critical patent/JPH08314534A/en
Publication of JPH08314534A publication Critical patent/JPH08314534A/en
Pending legal-status Critical Current

Links

Classifications

    • YGENERAL TAGGING OF NEW TECHNOLOGICAL DEVELOPMENTS; GENERAL TAGGING OF CROSS-SECTIONAL TECHNOLOGIES SPANNING OVER SEVERAL SECTIONS OF THE IPC; TECHNICAL SUBJECTS COVERED BY FORMER USPC CROSS-REFERENCE ART COLLECTIONS [XRACs] AND DIGESTS
    • Y02TECHNOLOGIES OR APPLICATIONS FOR MITIGATION OR ADAPTATION AGAINST CLIMATE CHANGE
    • Y02PCLIMATE CHANGE MITIGATION TECHNOLOGIES IN THE PRODUCTION OR PROCESSING OF GOODS
    • Y02P90/00Enabling technologies with a potential contribution to greenhouse gas [GHG] emissions mitigation
    • Y02P90/02Total factory control, e.g. smart factories, flexible manufacturing systems [FMS] or integrated manufacturing systems [IMS]
    • YGENERAL TAGGING OF NEW TECHNOLOGICAL DEVELOPMENTS; GENERAL TAGGING OF CROSS-SECTIONAL TECHNOLOGIES SPANNING OVER SEVERAL SECTIONS OF THE IPC; TECHNICAL SUBJECTS COVERED BY FORMER USPC CROSS-REFERENCE ART COLLECTIONS [XRACs] AND DIGESTS
    • Y02TECHNOLOGIES OR APPLICATIONS FOR MITIGATION OR ADAPTATION AGAINST CLIMATE CHANGE
    • Y02PCLIMATE CHANGE MITIGATION TECHNOLOGIES IN THE PRODUCTION OR PROCESSING OF GOODS
    • Y02P90/00Enabling technologies with a potential contribution to greenhouse gas [GHG] emissions mitigation
    • Y02P90/30Computing systems specially adapted for manufacturing

Landscapes

  • General Factory Administration (AREA)
  • Testing And Monitoring For Control Systems (AREA)
  • Programmable Controllers (AREA)
  • Management, Administration, Business Operations System, And Electronic Commerce (AREA)

Abstract

PURPOSE: To generate high added value data by giving data integration functions in state input units, transmitting integration data in accordance with a data request from a data integration unit and zero-resetting integration data and integrating data again after transmission terminates. CONSTITUTION: The data integration unit 1 transmits reset signals to all the state input units 2 when a working rate summing-up device rises. The state input units 2 receiving the reset signals once zero-reset integration data of the data integration parts 2b and time-integrate data from state input parts 2a in the data integration parts 2b. Thereafter, the data integration unit 1 executes polling P1 which is to sequentially request integration data to the respective state input units 2 at every prescribed period, and data is transmitted S1 to the data integration unit 1. Then, integration data is zero-reset and time integration is started again. It is repeated for the number of the state input units 2.

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、設備機器の稼働率集計
装置に関する。
BACKGROUND OF THE INVENTION 1. Field of the Invention The present invention relates to a utilization rate totaling device for facility equipment.

【0002】[0002]

【従来の技術】電子部品製造から装置製造に至るあらゆ
る製造業において、製造効率の向上を図るため様々な自
動化設備を投入して、これら自動化設備の稼働率を上げ
ることに努力している。東南アジア,中国への製造移
管、すなわち国内空洞化も相まって、国内生産のさらな
る効率向上が叫ばれている。このような状況下におい
て、製造業各社は、自社の設備の運転状態を把握し、自
動化設備の稼働率を如何に上げるかを命題に積極的に取
組んでいる。
2. Description of the Related Art In every manufacturing industry from electronic component manufacturing to device manufacturing, various automation equipments are put in to improve the manufacturing efficiency and endeavor to increase the operation rate of these automation equipments. With the transfer of production to Southeast Asia and China, that is, the hollowing out of domestic production, further improvement in efficiency of domestic production is being called for. Under such circumstances, manufacturing companies are actively working on the proposition of how to improve the operating rate of automated equipment by grasping the operating state of their equipment.

【0003】設備の稼働率を向上させるための第一歩
は、各設備の運転状況を的確に把握することである。即
ち、応答性,精度の優れた稼働率集計装置を駆使して各
設備の運転,故障時間を把握し改善策を検討することが
特に重要になる。
The first step to improve the operating rate of equipment is to accurately grasp the operating status of each equipment. In other words, it is particularly important to make full use of the operation rate totalizing device having excellent responsiveness and accuracy to grasp the operation and failure time of each equipment and to study improvement measures.

【0004】現在用いられている稼働率集計装置の構成
を図3に示し説明する。各自動化設備毎に状態入力ユニ
ット2を取付け運転状態を随時入力する。参考までに入
力する方法を記せば、スイッチ等を運転員が操作して行
う方法、設備そのものに内蔵している運転情報をRS−
232C等の通信で行う方法等がある。n台の設備に対
応した状態入力ユニットの状態データは、データ収集ユ
ニット4を介してデータ積算ユニット1に集め設備毎,
状態毎に時間積算される。これを、例えば、設備別稼働
率週報等にまとめ帳票出力ユニット3から帳票出力し、
稼働率向上検討資料として活用する。
The configuration of the operation rate tallying apparatus currently used is shown in FIG. 3 and will be described. The state input unit 2 is attached to each automated facility and the operating state is input at any time. For reference, if you write the method of inputting, the method of operating switches etc. by the operator, the operation information built in the equipment itself is RS-
There is a method of performing communication by communication such as 232C. The state data of the state input unit corresponding to n pieces of equipment is collected in the data integration unit 1 via the data collection unit 4 for each piece of equipment.
Time is accumulated for each state. For example, this is output as a form from the form output unit 3 into a facility-specific operation rate weekly report,
It is used as a material for examining the utilization rate improvement.

【0005】図3に示した稼働率集計装置の具体的構成
例を図4に示す。図4において、状態入力ユニット2
は、運転,停止(故障は除く),故障の3状態を表すス
イッチを設備運転員が運転状態に該当するスイッチを押
して状態データを入力する例として説明する。各状態入
力ユニット2の3状態データ、例えば設備台数が100
台の場合は全部で300の状態データをデータ収集ユニ
ット4として用いたシーケンサ(プログラマブルコント
ローラ)を介してデータ積算ユニット1であるパーソナ
ルコンピュータ(以後パソコンと称す)に集められる。
パソコンは各状態データを積算し、設備毎の運転時間,
停止時間,故障時間を帳票出力ユニット3のプリンタか
ら帳票出力する。
FIG. 4 shows a specific example of the configuration of the operation rate totalizing device shown in FIG. In FIG. 4, the status input unit 2
Will be described as an example in which a facility operator inputs a state data by pressing a switch representing three states of operation, stop (excluding a fault), and a fault, which corresponds to an operating state. Three-state data of each state input unit 2, for example, the number of equipment is 100
In the case of a stand, a total of 300 state data is collected in a personal computer (hereinafter referred to as a personal computer) which is a data integration unit 1 via a sequencer (programmable controller) used as the data collection unit 4.
The personal computer integrates each status data,
The stop time and failure time are output from the printer of the form output unit 3 as a form.

【0006】[0006]

【発明が解決しようとする課題】しかし、上記従来の稼
働率集計装置においては、データ精度を上げるために
は、データの収集間隔、すなわちデータサンプリング周
期をできるだけ短く(例えば1分に)する必要があり、
データ積算ユニット、例えばパソコンは常にデータ収集
および積算を行うことになりパソコンの負荷は極めて重
くなる。従って、現装置では、例えば、「故障率の高い
順に帳票を出力する」、あるいは、「指定した設備の稼
働率をパソコン画面に出力する」等の稼働率向上のため
の高付加価値データを作成することが困難である。
However, in the above-mentioned conventional utilization rate totaling device, in order to improve the data accuracy, it is necessary to shorten the data collection interval, that is, the data sampling period (for example, to 1 minute). Yes,
The data integrating unit, for example, a personal computer always collects and integrates data, and the load on the personal computer becomes extremely heavy. Therefore, in the current device, for example, create high value-added data for improving the operating rate such as "output forms in order of high failure rate" or "output the operating rate of the specified equipment on the PC screen". Difficult to do.

【0007】さらに、データ積算ユニットが動作停止し
た場合には、全設備のデータが損失するため、データ積
算ユニットの二重化,無停電電源装置の設置等の信頼性
を向上させるための施策が必要となる。
Furthermore, when the data accumulating unit stops operating, the data of all the equipment is lost, and therefore measures for improving reliability such as duplication of the data accumulating unit and installation of an uninterruptible power supply are necessary. Become.

【0008】本発明の目的は、高付加価値データの作成
が可能で、かつ、信頼性の高い稼働率集計装置を提供す
ることにある。
An object of the present invention is to provide a highly reliable operation rate totaling device which is capable of producing high value-added data and has high reliability.

【0009】[0009]

【課題を解決するための手段】上記目的を達成するため
に、本発明では、状態入力ユニット内部にデータ積算機
能を持たせておき、状態入力ユニットは、データ積算ユ
ニットからのデータ要求(以後、ポーリングと称す)に
応じて積算データを送信し、送信完了後、積算データを
ゼロリセットして再びデータを積算するように成した。
In order to achieve the above object, in the present invention, the state input unit is provided with a data integrating function, and the state input unit is provided with a data request from the data integrating unit (hereinafter referred to as "data request"). The integrated data is transmitted in accordance with (polling), and after the transmission is completed, the integrated data is reset to zero and the data is integrated again.

【0010】さらに、好ましくは状態入力ユニットは上
記積算データ送信時に、前回のポーリングから今回のポ
ーリングに至るまでの時間を付加して送信するように成
したことにある。
Further, preferably, the status input unit is configured to add the time from the previous polling to the current polling when transmitting the integrated data, and transmit the integrated data.

【0011】[0011]

【作用】上記構成によれば、データ積算ユニットは、一
定間隔(例えば1時間)状態入力ユニットの積算データ
を受信し積算するだけで良くなり、負荷が激減する。こ
れにより、データ積算ユニットは、稼働率向上のための
高付加価値資料の作成に時間を割り当てることができ
る。
According to the above construction, the data integrating unit only needs to receive and integrate the integrated data of the state input unit at regular intervals (for example, one hour), and the load is drastically reduced. As a result, the data integration unit can allocate time to create high value-added material for improving the operating rate.

【0012】さらに、ポーリング間隔までデータ積算ユ
ニットから送信する方式と成すことにより、データ積算
ユニットが故障しても、復帰したときに各状態の積算デ
ータおよび全時間(ポーリング間隔)から稼働率を計算
できる。
Further, by adopting a method of transmitting data from the data integrating unit up to the polling interval, even if the data integrating unit fails, the operating rate is calculated from the integrated data of each state and the total time (polling interval) when the data recovering unit is restored. it can.

【0013】[0013]

【実施例】以下、本発明の実施例を図面を用いて説明す
る。図1は本発明に係る稼働率集計装置の構成図、図2
は図1の構成の具体例を示したものである。
Embodiments of the present invention will be described below with reference to the drawings. FIG. 1 is a block diagram of an operation rate totalizing device according to the present invention, and FIG.
Shows a specific example of the configuration of FIG.

【0014】図1において、稼働率集計装置は、各設備
の運転状態を入力とする複数の状態入力ユニット2,デ
ータ積算ユニット1、および帳票出力ユニット3とで構
成されており、状態入力ユニット2は、設備の運転状態
を取り込む状態入力部2aと状態入力部2aからのデー
タを受けて時間積算するデータ積算部2bから構成され
ている。このように構成された稼働率集計装置の動作を
以下説明する。
In FIG. 1, the operation rate totalizing device is composed of a plurality of status input units 2 for inputting the operating status of each facility, a data integrating unit 1, and a form output unit 3, and a status input unit 2 Is composed of a status input unit 2a for taking in the operating status of the equipment and a data integration unit 2b for receiving data from the status input unit 2a and integrating the time. The operation of the operation rate totalizing device thus configured will be described below.

【0015】(動作1)データ積算ユニット1は、稼働
率集計装置立ち上げ時(電源投入時等)に全ての状態入力
ユニット2に対してリセット信号を送信する。
(Operation 1) The data accumulating unit 1 transmits a reset signal to all the state input units 2 when the operation rate totalizing device is started up (when the power is turned on, etc.).

【0016】(動作2)リセット信号を受けた状態入力
ユニット2は、データ積算部2bの積算データを一旦ゼ
ロリセット(零にする)してから状態入力部2aからの
データをデータ積算部2bで時間積算する。
(Operation 2) Upon receiving the reset signal, the status input unit 2 resets (zeroes) the integrated data of the data integrating section 2b to zero once, and then the data from the status input section 2a is transferred to the data integrating section 2b. Accumulate time.

【0017】(動作3)その後、データ積算ユニット1
は、予め設定された一定周期毎に各状態入力ユニット2
に順次積算データを要求するポーリングP1を行う。 (動作4)状態入力ユニット2は、データ積算部2bの
積算データをデータ積算ユニット1に送信S1する。そ
の後、積算データをゼロリセットしてから再び時間積算
を開始する。これを、状態入力ユニット2の台数分繰り
返す。
(Operation 3) After that, the data integration unit 1
Indicates that each state input unit 2 has a predetermined fixed cycle.
The polling P1 for sequentially requesting integrated data is performed. (Operation 4) The state input unit 2 sends S1 the integrated data of the data integration unit 2b to the data integration unit 1. After that, the accumulated data is reset to zero and the time accumulation is started again. This is repeated for the number of state input units 2.

【0018】以上のごとく、各設備の一定時間毎の積算
データ、即ち稼働時間がデータ積算ユニット1に集めら
れ設備稼働率が集計される。これを、週報等の帳票に編
集し帳票出力ユニット3から帳票出力する。
As described above, the integrated data for each fixed time of each equipment, that is, the operating time is collected in the data integration unit 1, and the equipment operating rate is totaled. This is edited into a form such as a weekly report and the form is output from the form output unit 3.

【0019】図1に示した稼働率集計装置の具体的構成
例を図2を用いて説明する。図2の実施例は、データ積
算ユニット1にパソコン,帳票出力ユニット3にプリン
タを用い、状態入力ユニット2の状態入力部は、運転,
停止(故障以外),故障の3個のスイッチから成り、該
当設備の上記3状態の何れかを運転員がスイッチ操作す
る場合を示す。図2においては、説明を容易にするため
の状態入力ユニット2は1台のみ記載している。図2に
示す稼働率集計装置も、前述の図1と同様に動作し、一
定時間毎に各設備の運転時間積算データ,停止(故障以
外)積算データおよび故障時間積算データをパソコンに
集めることができ、必要な帳票をプリンタを介して出力
できる。
A specific configuration example of the operation rate totalizing apparatus shown in FIG. 1 will be described with reference to FIG. In the embodiment shown in FIG. 2, a personal computer is used as the data integration unit 1, a printer is used as the form output unit 3, and the status input section of the status input unit 2 operates
The figure shows a case in which an operator operates a switch to operate any of the above three states of the relevant equipment, which is composed of three switches, that is, a stop (other than failure) and a failure. In FIG. 2, only one state input unit 2 is shown for ease of explanation. The operation rate totalizing device shown in FIG. 2 also operates in the same manner as in FIG. 1 described above, and can collect operating time integrated data, stop (other than failure) integrated data, and failure time integrated data of each facility at a fixed time interval on a personal computer. Yes, the required forms can be output via the printer.

【0020】図1および図2に示す稼働率集計装置にお
いて、例えばデータ積算ユニット1のデータ収集間隔す
なわちポーリング間隔を1時間に設定すれば、データ積
算ユニットは1時間に一回状態入力ユニット2から集め
たデータを積算するだけでよくなる。したがって、デー
タ積算ユニット1は、殆どの時間を「故障率の高い順に
帳票する」、あるいは「指定した設備の稼働率をデータ
積算ユニット1(パソコン)に表示する」等の設備稼働
率向上のためのデータ編集に活用でき、稼働率向上のた
めのツールとしてより威力を発揮できる。
In the operation rate totalizing device shown in FIGS. 1 and 2, for example, if the data collection interval of the data integration unit 1, that is, the polling interval is set to 1 hour, the data integration unit will be sent from the status input unit 2 once an hour. All you have to do is add up the collected data. Therefore, the data accumulating unit 1 is to improve the equipment operating rate such as "reporting the operation rate of the designated equipment on the data accumulating unit 1 (personal computer)" most of the time. It can be used for editing data of, and can be more effective as a tool for improving the operation rate.

【0021】さらに、図1および図2に示す稼働率集計
装置において、データ積算ユニット1から状態入力ユニ
ット2へのポーリング時に、状態入力ユニット2は状態
積算データだけではなく、前回のポーリングから今回の
ポーリングまでの積算時間も送信データとして付加すれ
ば、下記の通り信頼性の高い稼働率集計装置が提供でき
る。すなわち、パソコンのような連続運転の信頼性に乏
しいデータ積算ユニット1を使用して、万一、これが故
障しても、稼働率算出に必要な全てのデータは、状態入
力ユニット2に残っているため、パソコンが正常に復帰
したときに状態入力ユニット2の全データを読み出す方
法をとることにより、目的の稼働率集計が行える。
Further, in the operation rate totalizing device shown in FIGS. 1 and 2, when polling from the data integrating unit 1 to the status input unit 2, the status input unit 2 not only collects the status integrated data but also collects data from the previous polling to the current status. If the cumulative time until polling is also added as transmission data, a highly reliable operation rate totaling device can be provided as follows. In other words, if the data accumulating unit 1 with low reliability of continuous operation such as a personal computer is used, and if it should fail, all the data necessary for calculating the operating rate remains in the status input unit 2. Therefore, by adopting the method of reading all the data of the status input unit 2 when the personal computer returns to the normal state, the target operation rate can be calculated.

【0022】[0022]

【発明の効果】以上説明したように、本発明によれば、
稼働率向上のための様々な高付加価値資料作成に柔軟に
対応でき、かつ、極めて信頼性の高い稼働率集計装置を
提供することができる。
As described above, according to the present invention,
It is possible to flexibly deal with the creation of various high-value-added materials for improving the operating rate, and to provide an extremely reliable operating rate totaling device.

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

【図1】本発明に係る稼働率集計装置の構成例。FIG. 1 is a configuration example of an operation rate tallying apparatus according to the present invention.

【図2】本発明に係る稼働率集計装置の具体的構成例。FIG. 2 is a specific configuration example of an operation rate totalizing device according to the present invention.

【図3】従来の稼働率集計装置の構成。FIG. 3 is a configuration of a conventional utilization rate totaling device.

【図4】従来の稼働率集計装置の具体的構成例。FIG. 4 is a specific configuration example of a conventional utilization rate totaling device.

【符号の説明】[Explanation of symbols]

1…データ積算ユニット、2…状態入力ユニット、2b
…状態入力ユニット内のデータ積算部、P1…データ積
算ユニットからのポーリング、S1…状態入力ユニット
からの積算データ送信、R1…状態入力ユニットデータ
積算部のリセット処理。
1 ... Data integrating unit, 2 ... Status input unit, 2b
... data integration section in status input unit, P1 ... polling from data integration unit, S1 ... integration data transmission from status input unit, R1 ... reset processing of status input unit data integration section.

───────────────────────────────────────────────────── フロントページの続き (72)発明者 照沼 直之 茨城県東茨城郡内原町三湯字訳山500番地 日立那珂エレクトロニクス株式会社内 (72)発明者 大橋 英洋 茨城県ひたちなか市大字市毛882番地 株 式会社日立製作所計測器事業部内 (72)発明者 星野 康隆 茨城県ひたちなか市大字市毛882番地 株 式会社日立製作所計測器事業部内 ─────────────────────────────────────────────────── ─── Continuation of the front page (72) Inventor Naoyuki Terunuma 500 Mt. Sanyu, Uchihara-cho, Higashi-Ibaraki-gun, Ibaraki Prefecture, Hitachi 500, Hitachi Naka Electronics Co., Ltd. Hitachi Ltd. Measuring Instruments Division (72) Inventor Yasutaka Hoshino 882 Ichige, Oita, Hitachinaka City, Ibaraki Prefecture Hitachi Ltd. Measuring Instruments Division

Claims (2)

【特許請求の範囲】[Claims] 【請求項1】設備の稼働状態を収集するための複数の状
態入力ユニットと前記状態入力ユニットからの状態デー
タを時間積算するためのデータ積算ユニットとからなる
稼働率集計装置において、前記状態入力ユニット内部に
状態データを積算する機能を有し、前記データ積算ユニ
ットからのデータ要求信号に応じて状態データの積算値
を前記データ積算ユニットに送信すると共に、送信完了
後に前記積算値をゼロリセットしてから再び状態データ
を積算するように成したことを特徴とする稼働率集計装
置。
1. An operation rate totalizing device comprising a plurality of state input units for collecting the operating states of equipment and a data integrating unit for integrating the state data from the state input units with time, wherein the state input units are It has a function to integrate the status data internally, and sends the integrated value of the status data to the data integration unit according to the data request signal from the data integration unit, and resets the integrated value to zero after the transmission is completed. The operation rate tallying device is characterized in that the state data is summed up again.
【請求項2】前記データ積算ユニットからのデータ要求
信号に応じて状態データの積算値をデータ積算ユニット
に送信する際に、前回のデータ要求信号から今回のデー
タ要求信号に至るまでの時間データを付加して前記デー
タ積算部に送信することを特徴とした請求項1記載の稼
働率集計装置。
2. When transmitting the integrated value of the state data to the data integrating unit in response to the data request signal from the data integrating unit, the time data from the previous data request signal to the current data request signal is displayed. The utilization rate totaling device according to claim 1, wherein the utilization rate totaling device additionally transmits the data to the data integrating unit.
JP12109095A 1995-05-19 1995-05-19 Working rate summing-up device Pending JPH08314534A (en)

Priority Applications (1)

Application Number Priority Date Filing Date Title
JP12109095A JPH08314534A (en) 1995-05-19 1995-05-19 Working rate summing-up device

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
JP12109095A JPH08314534A (en) 1995-05-19 1995-05-19 Working rate summing-up device

Publications (1)

Publication Number Publication Date
JPH08314534A true JPH08314534A (en) 1996-11-29

Family

ID=14802632

Family Applications (1)

Application Number Title Priority Date Filing Date
JP12109095A Pending JPH08314534A (en) 1995-05-19 1995-05-19 Working rate summing-up device

Country Status (1)

Country Link
JP (1) JPH08314534A (en)

Cited By (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JPH10175132A (en) * 1996-12-16 1998-06-30 Zexel Corp Moving type work processing capacity measuring and evaluating device
JP2015084142A (en) * 2013-10-25 2015-04-30 アズビル株式会社 Fault detection system and fault detection method
WO2018020655A1 (en) * 2016-07-29 2018-02-01 株式会社島津製作所 Analysis control system

Cited By (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JPH10175132A (en) * 1996-12-16 1998-06-30 Zexel Corp Moving type work processing capacity measuring and evaluating device
JP2015084142A (en) * 2013-10-25 2015-04-30 アズビル株式会社 Fault detection system and fault detection method
WO2018020655A1 (en) * 2016-07-29 2018-02-01 株式会社島津製作所 Analysis control system

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