JPH04157507A - Maintenance supporting device - Google Patents

Maintenance supporting device

Info

Publication number
JPH04157507A
JPH04157507A JP2281926A JP28192690A JPH04157507A JP H04157507 A JPH04157507 A JP H04157507A JP 2281926 A JP2281926 A JP 2281926A JP 28192690 A JP28192690 A JP 28192690A JP H04157507 A JPH04157507 A JP H04157507A
Authority
JP
Japan
Prior art keywords
equipment
maintenance
failure
data
inputting
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
JP2281926A
Other languages
Japanese (ja)
Inventor
Isao Takami
高見 勲
Akinori Natsume
夏目 明典
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.)
Mitsubishi Heavy Industries Ltd
Original Assignee
Mitsubishi Heavy Industries 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 Mitsubishi Heavy Industries Ltd filed Critical Mitsubishi Heavy Industries Ltd
Priority to JP2281926A priority Critical patent/JPH04157507A/en
Publication of JPH04157507A publication Critical patent/JPH04157507A/en
Pending legal-status Critical Current

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  • Time Recorders, Dirve Recorders, Access Control (AREA)
  • Testing And Monitoring For Control Systems (AREA)

Abstract

PURPOSE:To enable the scheduled execution of the maintenance and check for each equipment of a plant by outputting the name of equipment reaching service life and outputting the priority of the equipment performing the maintenance based on the importance of the equipment and a service life consumption rate. CONSTITUTION:The maintenance supporting device is equipped with a fault record storage means 1, an equipment data storage means 2, a fault rate evaluation rate 3, a service life estimation means 4, a maintenance optimization means 5, and a maintenance method suggestion means 6. Fault data and operation time data are inputted from each equipment constituting the plant, and the name of equipment reaching service life and the priority order of the check of the equipment requiring check are outputted to be displayed. Thus, the scheduled performance based on the past fault record can be performed on the maintenance and check for each equipment of the plant which is conventionally performed by intuition and experience of a man.

Description

【発明の詳細な説明】 〔産業上の利用分野] 本発明は、排水機場等の機器に適用される保守支援装置
に関係する。
DETAILED DESCRIPTION OF THE INVENTION [Field of Industrial Application] The present invention relates to a maintenance support device applied to equipment such as a drainage pump station.

〔従来の技術] 従来の排水機場等における機器の保守に関しては、事後
すなわち、故障が発生してから故障部品を取りかえるこ
とが行われており、計画的な保守が実施されていないこ
とが多かった。また機器の点検順序も合理的に設定され
ておらず、定検時等に全機器を点検することが多かった
[Conventional technology] Conventionally, maintenance of equipment at drainage pump stations, etc. has been carried out after the fact, that is, after a failure has occurred, failed parts are replaced, and planned maintenance is often not carried out. Ta. Furthermore, the order in which equipment was inspected was not set rationally, and all equipment was often inspected during periodic inspections.

〔発明が解決しようとする課B] 従来の排水機場等における機器の保守は計画的に行われ
ていないことが多(、それぞれの機器の保守や故障の実
績にもとづいた合理的な実施が望まれていた。即ち、機
器の故障実績から機器の寿命を推定し、寿命に到達した
機器の保守を行うものである。
[Problem B that the invention seeks to solve] Maintenance of equipment at conventional drainage pump stations, etc. is often not carried out in a planned manner (though rational implementation based on the track record of maintenance and failure of each equipment is desirable). In other words, the lifespan of equipment is estimated from the history of equipment failures, and equipment that has reached the end of its lifespan is maintained.

しかし、複数の機器から成るプラントでは、すべての機
器をたえず点検するには多大の労力が必要である。この
ため、優先順位をつけて点検を行うことが考えられる。
However, in a plant consisting of multiple pieces of equipment, it takes a lot of effort to constantly inspect all pieces of equipment. For this reason, it is conceivable to prioritize inspections.

本発明は、上記課題を解決するため、寿命到達機器名を
出力し、また、機器の重要度と寿命消費率にもとづいて
保守を行う機器の優先順位を決定して出力する保守支援
装置を提供しようとするものである。
In order to solve the above problems, the present invention provides a maintenance support device that outputs the names of devices that have reached their service life, and also determines and outputs the priority order of devices to be maintained based on the importance of the device and the service life consumption rate. This is what I am trying to do.

〔課題を解決するための手段] 本発明の保守支援装置は、プラントを構成する複数の機
器より故障データを入力して記憶する故障実績記憶手段
、上記それぞれの機器より運転時間を入力して記憶する
機器データ記憶手段、上記故障実績記憶手段よりそれぞ
れの機器の故障データを入力し上記機器データ記憶手段
よりそれぞれの機器の運転時間を入力する故障率評価手
段、同評価手段よりそれぞれの機器の累積故障確率を入
力する寿命評価手段、同評価手段よりそれぞれの機器の
予想寿命を入力する保守最適化手段、および同最適化手
段より寿命到達機器名及び点検を要する機器の点検の優
先順位を入力しそれらをそれぞれの機器の保守方法とと
もに提示する保守方法提示手段を備えたことを特徴とし
ている。
[Means for Solving the Problems] The maintenance support device of the present invention includes a failure record storage means for inputting and storing failure data from a plurality of devices constituting a plant, and a failure record storage means for inputting and storing operating time from each of the above devices. equipment data storage means for inputting the failure data of each equipment from the failure record storage means and failure rate evaluation means for inputting the operating time of each equipment from the equipment data storage means; A life evaluation means for inputting the failure probability, a maintenance optimization means for inputting the expected life of each device from the evaluation means, and a maintenance optimization means for inputting the name of the equipment that has reached the end of its life and the inspection priority of the equipment that requires inspection from the same optimization means. The present invention is characterized in that it includes a maintenance method presentation means that presents these together with the maintenance methods for each device.

[作用] 上記において、故障実績記憶手段と機器データ記憶装置
は、排水機場を構成する複数の機器よりそれぞれ故障デ
ータと運転時間を入力して記憶する。
[Operation] In the above, the failure record storage means and the equipment data storage device respectively input and store failure data and operation time from a plurality of equipments constituting the drainage pump station.

上記故障実績記憶手段と機器データ記憶装置にそれぞれ
記憶されている機器の故障データと運転時間は、故障率
評価手段に入力され、累積故障確率が求められる。
The equipment failure data and operating time stored in the failure record storage means and the equipment data storage device, respectively, are input to the failure rate evaluation means, and the cumulative failure probability is determined.

上記故障率評価手段により求められた累積故障確率は寿
命評価手段に入力され、同寿命評価手段はそれぞれの機
器の予想寿命を求める。
The cumulative failure probability determined by the failure rate evaluation means is input to the life evaluation means, and the life evaluation means determines the expected life of each device.

上記寿命評価手段で求められたそれぞれの機器の予想寿
命は保守最適化手段に入力され、同保守最適化手段は寿
命到達機器名と点検を要する機器の点検の優先順位を求
め、保守方法提示手段がそれぞれの機器名及び優先順位
とともに保守方法を提示する。
The expected lifespan of each device determined by the above-mentioned lifespan evaluation means is input to the maintenance optimization means, which determines the name of the equipment that has reached its lifespan and the priority of inspection of the equipment that requires inspection, and the maintenance method presentation means. presents the maintenance method along with the name and priority of each device.

上記により、従来の勘と経験によって行っていたプラン
トのそれぞれの機器の保守・点検を、過去の故障実績に
もとづき計画的に実施可能とする装置を実現する。
As a result of the above, it is possible to realize a device that enables maintenance and inspection of each device in a plant to be carried out in a planned manner based on past failure records, instead of conventionally being carried out based on intuition and experience.

[実施例] 本発明の一実施例を第1図により説明する。[Example] An embodiment of the present invention will be explained with reference to FIG.

第1図に示す本実施例は、排水機場を構成する複数の機
器より故障データ等を入力して記憶する故障実績記憶手
段1、上記それぞれの機器より運転時間等を入力して記
憶する機器データ記憶手段2、上記故障実績記憶手段1
よりそれぞれの機器の故障データ等を入力し上記機器デ
ータ記憶手段2よりそれぞれの機器の運転時間等を入力
する故障率評価手段3、同評価手段3よりそれぞれの機
器の累積故障確率を入力する寿命評価手段4、同評価手
段4よりそれぞれの機器の予想寿命を入力する保守最適
化手段5、および同最適化手段5より寿命到達機器名及
び点検を要する機器の点検の優先順位を入力しそれらを
それぞれの機器の保守方法とともに提示する保守方法提
示手段6を備えている。
The present embodiment shown in FIG. 1 consists of a failure record storage means 1 that inputs and stores failure data etc. from a plurality of devices constituting a drainage pump station, and equipment data that inputs and stores operating hours etc. from each of the above-mentioned devices. Storage means 2, the above-mentioned failure record storage means 1
Failure rate evaluation means 3 inputs the failure data of each device, inputs the operation time of each device from the device data storage means 2, and lifespan inputs the cumulative failure probability of each device from the evaluation means 3. An evaluation means 4, a maintenance optimization means 5 which inputs the expected life of each piece of equipment from the evaluation means 4, and a maintenance optimization means 5 which inputs the name of the equipment that has reached its lifespan and the priority order of inspection of the equipment that requires inspection from the same optimization means 5. A maintenance method presentation means 6 is provided that presents the maintenance method for each device.

上記において、故障実績記憶手段1は、それぞれの機器
よりデータを入力し、故障した機器に関してプラント塩
、機器名、故障した時期、故障モード、故障したときど
のように保守したかを記憶しておく。
In the above, the failure record storage means 1 inputs data from each device and stores the plant salt, device name, time of failure, failure mode, and how maintenance was performed at the time of failure regarding the failed device. .

また、機器データ記憶手段2は、それぞれの機器よりデ
ータを入力し、設置されている機器の機器名、台数、運
転時間を記憶しておく。
Further, the equipment data storage means 2 inputs data from each equipment and stores the names, numbers, and operating times of the installed equipment.

上記故障実績記憶手段1より故障件数や故障時期等の故
障データを入力し、機器データ記憶手段2より機器台数
や運転時間等を入力した故障率評価手段3は、機器毎の
ハザードレート、故障率及び累積故障率を次の方法を用
いて求める。
The failure rate evaluation means 3 inputs failure data such as the number of failures and failure time from the failure record storage means 1, and inputs the number of devices and operating hours from the equipment data storage means 2. and the cumulative failure rate are determined using the following method.

まず、運転開始してからの時間を横軸にとり、それぞれ
の機器A−Hのデータ収集期間を第2図のように実績で
示す。この場合、データ収集期間は運転開始からでなく
て良く、途中からデータ収集しても構わない。
First, the time since the start of operation is plotted on the horizontal axis, and the data collection period of each device A to H is shown as a result as shown in FIG. In this case, the data collection period does not have to start from the start of operation, and data may be collected from the middle of the operation.

上記データ収集期間でのそれぞれの機器A−Hの故障発
生時点はX印で示されている。
The points at which failures occur in each of the devices A to H during the data collection period are indicated by X marks.

上記運転開始してからの時間は単位時間(例えば年)毎
に区切り、各時間単位毎の運転の累積時間を求め、また
、各単位時間毎の故障発生件数を求める。
The time since the start of operation is divided into units of time (for example, years), the cumulative operating time for each unit of time is determined, and the number of failures occurring for each unit of time is determined.

上記累積時間と故障発生件数について第1番目の単位時
間のものをそれぞれT、、K、とすると、各単位時間毎
のハザードレートH1が次式により得られる。
Assuming that the cumulative time and the number of failure occurrences at the first unit time are T, , K, respectively, the hazard rate H1 for each unit time is obtained by the following equation.

H,=に、/Ti 次に、各単位時間毎の故障率λ、を次式により求める。H,=ni,/Ti Next, the failure rate λ for each unit time is determined by the following equation.

更に、累積故障確率を次式により求める。ここでF(i
)は第1番目の単位時間までの累積故障確率である。
Furthermore, the cumulative failure probability is calculated using the following equation. Here F(i
) is the cumulative failure probability up to the first unit time.

F (i) = 1−exp  (−Σ λ、)寿命評
価手段4においては、上記故障率評価手段3で求めた累
積故障確立F(i)をワイブル確立紙にプロットし、ワ
イブル確立分布のパラメータを求める。
F (i) = 1-exp (-Σ λ,) In the life evaluation means 4, the cumulative failure probability F(i) obtained by the failure rate evaluation means 3 is plotted on Weibull probability paper, and the parameters of the Weibull probability distribution are seek.

ここで、ワイブル確立分布とは、その確立分布関数が次
式により表現されるものである。
Here, the Weibull probability distribution is one whose probability distribution function is expressed by the following equation.

1−exp  (−t /lo) ’ )上式において
、mとtoはそれぞれ形状パラメータと尺度パラメータ
であり、形状パラメータmと尺度パラメータtoが求め
られれば、平均故障間隔を寿命Xとして次式により求め
られる。
1-exp (-t/lo)') In the above formula, m and to are the shape parameter and scale parameter, respectively. Once the shape parameter m and scale parameter to are determined, the average failure interval is set as life X and the following formula is used. Desired.

X=tor”(1+    ) ここで、r’ (x)はガンマ関数である。X=tor” (1+) Here, r'(x) is a gamma function.

保守最適化手段5では、上記評価手段4よりそれぞれ機
器の寿命を入力し、寿命に到達した機器をリストアツブ
する。また、寿命に到達していなくても、点検が必要な
機器については、次式により得られた値が大きいものか
ら点検を優先させるように優先順位を出力する。
The maintenance optimization means 5 inputs the lifespan of each device from the evaluation means 4, and restores the equipment that has reached the end of its lifespan. Furthermore, for equipment that requires inspection even if it has not reached the end of its lifespan, a priority order is output so that inspection is given priority in descending order of the value obtained from the following equation.

−B ここで、Aは機器の重要度を数値化した値、Bは寿命消
費率、すなわち、次式により得られる値である。
-B Here, A is a numerical value of the importance of the device, and B is a lifetime consumption rate, that is, a value obtained from the following equation.

B=1/ (X−t) ここで、Xは寿命、しは現在までの経過時間である。B=1/(X-t) Here, X is the life span, and is the elapsed time up to the present time.

保守方法提示手段では、上記保守最適化手段5より寿命
に到達した機器名と点検を要する機器の点検の優先順位
を入力し、上記入力データとともにそれぞれの機器の保
守の方法を提示して、保守、点検の便に資する。
The maintenance method presentation means inputs the name of the equipment that has reached the end of its service life and the inspection priority of the equipment that requires inspection from the maintenance optimization means 5, presents the maintenance method for each equipment together with the above input data, and performs maintenance. , contributes to the convenience of inspection.

上記により、従来の勘と経験によって行っていた排水機
場のそれぞれの機器の保守点検が、過去の故障実績にも
とづいて計画的に実施可能となる装置を実現した。
As a result of the above, we have realized a device that enables maintenance and inspection of each device at a drainage pump station to be carried out in a planned manner based on past failure records, instead of being carried out conventionally based on intuition and experience.

〔発明の効果〕〔Effect of the invention〕

本発明の保守支援装置は、プラントを構成するそれぞれ
の機器より故障データ及び運転時間データ等を入力し寿
命到達機器名と点検を要する機器の点検の優先順位を出
力して提示することによって、従来の勘と経験によって
行っていたプラントのそれぞれの機器の保守・点検につ
いて過去の故障実績にもとづいた計画的実施を可能とす
る。
The maintenance support device of the present invention inputs failure data, operating time data, etc. from each device that constitutes a plant, and outputs and presents the names of devices that have reached their service life and the priority order of inspection of devices that require inspection. The maintenance and inspection of each equipment in the plant, which used to be done based on intuition and experience, can now be carried out in a planned manner based on past failure records.

【図面の簡単な説明】[Brief explanation of the drawing]

第1図は本発明の一実施例の説明図、第2図は上記一実
施例に係るデータ収集要領の説明図である。 1・・・故障実績記憶手段、 2・・・機器データ記憶手段、 3・・・故障率評価手段、 4・・・寿命評価手段、5
・・・保守最適化手段、 6・・・保守方法提示手段。 代理人 弁理士 坂 間  暁 外2名@1g 荊2Z 朽聞
FIG. 1 is an explanatory diagram of one embodiment of the present invention, and FIG. 2 is an explanatory diagram of data collection procedures according to the above-mentioned embodiment. DESCRIPTION OF SYMBOLS 1... Failure record storage means, 2... Equipment data storage means, 3... Failure rate evaluation means, 4... Life evaluation means, 5
... Maintenance optimization means, 6... Maintenance method presentation means. Agent: Patent attorney Akira Sakama and 2 other people @1g 荊2Z Kyubun

Claims (1)

【特許請求の範囲】[Claims] プラントを構成する複数の機器より故障データを入力し
て記憶する故障実績記憶手段、上記それぞれの機器より
運転時間を入力して記憶する機器データ記憶手段、上記
故障実績記憶手段よりそれぞれの機器の故障データを入
力し上記機器データ記憶手段よりそれぞれの機器の運転
時間を入力する故障率評価手段、同評価手段よりそれぞ
れの機器の累積故障確率を入力する寿命評価手段、同評
価手段よりそれぞれの機器の予想寿命を入力する保守最
適化手段、および同最適化手段より寿命到達機器名及び
点検を要する機器の点検の優先順位を入力しそれらをそ
れぞれの機器の保守方法とともに提示する保守方法提示
手段を備えたことを特徴とする保守支援装置。
Failure record storage means for inputting and storing failure data from a plurality of devices constituting the plant; equipment data storage means for inputting and storing operating hours from each of the above-mentioned devices; and failure record storage means for inputting and storing failure data from each of the above-mentioned devices; failure rate evaluation means for inputting data and operating time of each equipment from the equipment data storage means; life evaluation means for inputting the cumulative failure probability of each equipment from the same evaluation means; It is equipped with a maintenance optimization means for inputting the expected lifespan, and a maintenance method presentation means for inputting the name of the equipment that has reached the end of its lifespan and the inspection priority of the equipment requiring inspection from the optimization means and presenting them together with the maintenance method for each equipment. A maintenance support device characterized by:
JP2281926A 1990-10-22 1990-10-22 Maintenance supporting device Pending JPH04157507A (en)

Priority Applications (1)

Application Number Priority Date Filing Date Title
JP2281926A JPH04157507A (en) 1990-10-22 1990-10-22 Maintenance supporting device

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
JP2281926A JPH04157507A (en) 1990-10-22 1990-10-22 Maintenance supporting device

Publications (1)

Publication Number Publication Date
JPH04157507A true JPH04157507A (en) 1992-05-29

Family

ID=17645871

Family Applications (1)

Application Number Title Priority Date Filing Date
JP2281926A Pending JPH04157507A (en) 1990-10-22 1990-10-22 Maintenance supporting device

Country Status (1)

Country Link
JP (1) JPH04157507A (en)

Cited By (7)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JPH0652385A (en) * 1992-07-31 1994-02-25 Hitachi Zosen Corp Fault diagnostic method
JP2002189513A (en) * 2000-10-13 2002-07-05 Toyota Motor Corp Equipment management method, abnormality confirmation method and equipment management server
JP2002340480A (en) * 2001-05-17 2002-11-27 Iseki & Co Ltd Operation control device for agricultural machine or the like
JP2003150237A (en) * 2001-11-12 2003-05-23 Hitachi Ltd Remote monitoring system and method for high temperature parts
US20080140483A1 (en) * 1999-05-19 2008-06-12 I.D. Systems, Inc. Mobile asset data management system
JP2014167667A (en) * 2013-02-28 2014-09-11 Mitsubishi Electric Corp Facility inspection order setting device
WO2021014830A1 (en) * 2019-07-24 2021-01-28 株式会社日立産機システム Elapsed time display system, electric machine, and elapsed time calculation method therefor

Cited By (8)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JPH0652385A (en) * 1992-07-31 1994-02-25 Hitachi Zosen Corp Fault diagnostic method
US20080140483A1 (en) * 1999-05-19 2008-06-12 I.D. Systems, Inc. Mobile asset data management system
JP2002189513A (en) * 2000-10-13 2002-07-05 Toyota Motor Corp Equipment management method, abnormality confirmation method and equipment management server
JP2002340480A (en) * 2001-05-17 2002-11-27 Iseki & Co Ltd Operation control device for agricultural machine or the like
JP2003150237A (en) * 2001-11-12 2003-05-23 Hitachi Ltd Remote monitoring system and method for high temperature parts
JP2014167667A (en) * 2013-02-28 2014-09-11 Mitsubishi Electric Corp Facility inspection order setting device
WO2021014830A1 (en) * 2019-07-24 2021-01-28 株式会社日立産機システム Elapsed time display system, electric machine, and elapsed time calculation method therefor
JP2021022017A (en) * 2019-07-24 2021-02-18 株式会社日立産機システム Elapsed time display system, electric machine, and elapsed time calculation method thereof

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