JP2002098061A - Diagnostic device for electric air compressor or compressed air supply system - Google Patents

Diagnostic device for electric air compressor or compressed air supply system

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Publication number
JP2002098061A
JP2002098061A JP2000292097A JP2000292097A JP2002098061A JP 2002098061 A JP2002098061 A JP 2002098061A JP 2000292097 A JP2000292097 A JP 2000292097A JP 2000292097 A JP2000292097 A JP 2000292097A JP 2002098061 A JP2002098061 A JP 2002098061A
Authority
JP
Japan
Prior art keywords
compressed air
supply system
air supply
sensor
compressor
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
JP2000292097A
Other languages
Japanese (ja)
Inventor
Takao Morikawa
恭男 森川
Teruo Ota
輝雄 太田
Masaaki Nose
正暁 野勢
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.)
OYODO DIESEL KK
Original Assignee
OYODO DIESEL KK
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 OYODO DIESEL KK filed Critical OYODO DIESEL KK
Priority to JP2000292097A priority Critical patent/JP2002098061A/en
Publication of JP2002098061A publication Critical patent/JP2002098061A/en
Pending legal-status Critical Current

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  • Control Of Positive-Displacement Pumps (AREA)

Abstract

PROBLEM TO BE SOLVED: To provide a device capable of diagnosing the working state of a compressor at real time. SOLUTION: Each electric air compressor connected to a compressed air supply system is provided with a sensor for detecting the state of the electric air compressor. Signals from the sensor is recorded and transmitted to a wireless or wire communication means, and the propriety of the working state of the compressed air supply system itself or the electric air compressor connected to the compressed air supply system is computed on the basis of the signals.

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,複数の電動式空気
圧縮機を共通の空気槽に配管した圧縮空気供給系におけ
る圧縮空気供給系自身あるいこれに接続された上記電動
式空気圧縮機の使用状態の適否を判定する判定装置に関
するものである。
[0001] The present invention relates to a compressed air supply system in a compressed air supply system in which a plurality of electric air compressors are connected to a common air tank, or to the above-mentioned electric air compressor connected thereto. The present invention relates to a determination device for determining whether a use state is appropriate.

【0002】[0002]

【従来の技術】従来,複数のエアアクチュエータやエア
モータなどのエアツールを用いる工場などでは,複数の
各エアーツール類に常時安定した圧力の圧縮空気を供給
するために,複数の電動式空気圧縮機からの圧縮空気を
共通の空気槽(レシーバタンク)に貯蓄して,空気槽か
ら複数のエアーツール類に圧縮空気を分配する圧縮空気
供給系を用いるのが一般的である。そして上記各電動式
空気圧縮機あるいは圧縮空気供給系全体の状態を判定す
る手段として,圧縮機の吸い込み空気量と圧縮機の負荷
率を算出して上記圧縮機の電力費を算出するものが知ら
れていた(特開平9−32806号公報参照)。
2. Description of the Related Art Conventionally, in factories that use air tools such as a plurality of air actuators and air motors, a plurality of electric air compressors are used in order to constantly supply compressed air having a stable pressure to each of a plurality of air tools. It is common to use a compressed air supply system that stores compressed air from the air tank in a common air tank (receiver tank) and distributes the compressed air from the air tank to a plurality of air tools. As means for judging the state of each electric air compressor or the whole compressed air supply system, there is known a means for calculating a power cost of the compressor by calculating a suction air amount of the compressor and a load factor of the compressor. (See JP-A-9-32806).

【0003】また,従来の技術では,データの採取は現
場で行い,得られたデータをFDなどの記録媒体などに
格納し,それを解析装置のある場所に持ち込んでから解
析し,その結果を印刷したりモニターで見たりするもの
であった。
In the conventional technique, data is collected on site, the obtained data is stored in a recording medium such as an FD, and the data is brought to a place where an analysis device is located, analyzed, and the result is analyzed. They were printed and viewed on a monitor.

【0004】また,このような事は圧縮機そのものにつ
いても必要であるが,複数の圧縮機を連結して使用し,
全体としての効率を高める圧縮空気供給系全体にも必要
である事は言うまでもない。例えば,1つの空気槽に5
機の空気圧縮機が接続された圧縮空気供給系において
は,消費空気量に合わせて空気圧縮機の1〜5号機が8
0%,72%,100%,15%,55%等の任意の負
荷率で運転され,消費空気量が変動すると,この変動に
合わせて1〜5号機の各負荷率が自動的に変動するよう
な使い方もなされているが,これでは圧縮機全体として
効率の良い使い方とは言えない。
[0004] Such a thing is also necessary for the compressor itself, but a plurality of compressors are connected and used.
Needless to say, it is also necessary for the entire compressed air supply system to increase the efficiency as a whole. For example, 5 in one air tank
In the compressed air supply system to which the air compressors of the compressors are connected, the number of air compressors 1 to 5 is 8 in accordance with the air consumption.
It is operated at an arbitrary load factor such as 0%, 72%, 100%, 15%, 55%, etc., and when the amount of consumed air fluctuates, each load factor of Units 1 to 5 automatically fluctuates according to this fluctuation. Although it is used in such a way, it cannot be said that this is an efficient use of the compressor as a whole.

【0005】なぜなら,上記のように,複数の空気圧縮
機を消費空気量に合わせて0〜100%のいずれかの負
荷率で運転させた場合,負荷率100%で運転する空気
圧縮機においては,その電力仕事効率が最大となって経
済性に問題無いが,80%や70%,15%等の負荷率
で運転する空気圧縮機においては,その電力仕事効率が
悪くて電力エネルギーの無駄が多くなり,これが空気圧
縮機全体の消費電力費を高いものにするからである。
[0005] Because, as described above, when a plurality of air compressors are operated at any one of the load factors of 0 to 100% in accordance with the amount of consumed air, in the air compressor which operates at a load factor of 100%, Although the power work efficiency is maximized and there is no problem in terms of economy, air compressors operating at a load factor of 80%, 70%, 15%, etc. have poor power work efficiency and waste power energy. This increases the power consumption of the entire air compressor.

【0006】このような問題を解決する手段として,消
費空気量に応じて複数の空気圧縮機を可能な限り効率良
く選択使用する台数制御盤が公知である。この台数制御
盤は,複数の空気圧縮機を同時間帯で可能な限り負荷率
100%で使用するようにして,消費空気量に対する消
費電力費を低減するもので,次の働きを成す。
As means for solving such a problem, there is known a unit control panel in which a plurality of air compressors are selected and used as efficiently as possible according to the amount of consumed air. This unit control panel uses a plurality of air compressors at a load factor of 100% as much as possible in the same time zone to reduce the power consumption cost with respect to the air consumption, and has the following functions.

【0007】1つの空気槽に複数,例えば1〜5号機の
空気圧縮機が接続された圧縮空気供給系に台数制御盤を
設置し,台数制御盤で空気圧縮機の例えば1号機を先発
機とし,2〜5号機を後発機と設定したとする。空気槽
の吐出本管に圧縮空気吐出圧の圧力センサーを設置し,
この圧力センサーで検出された吐出圧力が所定の範囲内
に維持されるよう台数制御盤で,まず1号機を容量調整
機として0〜100%の負荷率で運転させ,所定時間経
過毎に後発機の2〜5号機を夫々100%の負荷率に固
定して予め決められた順番で運転させる。
A number control panel is installed in a compressed air supply system in which a plurality of air compressors, for example, the first to fifth air compressors are connected to one air tank, and the first air compressor, for example, is used as a starter in the number control panel. , 2-5 are set as the latecomers. A pressure sensor for the compressed air discharge pressure is installed in the discharge main pipe of the air tank,
The first control unit is operated as a capacity regulator at a load ratio of 0 to 100% by a unit control panel so that the discharge pressure detected by the pressure sensor is maintained within a predetermined range. Nos. 2 to 5 are respectively operated at a fixed load ratio of 100% in a predetermined order.

【0008】例えば,空気槽から吐出されて消費される
消費空気量が450%のとき,先発機の1号機が50%
負荷率で運転し,後発4機の2〜5号機が夫々100%
負荷率で運転して,合計450%の圧縮空気が供給され
る。消費空気量が450%前後で数10%変動すると,
この変動に対応させて先発機の負荷率だけが数10%変
動して,空気槽からの空気吐出圧力が許容範囲に維持さ
れ,所定圧の圧縮空気の供給が維持される。
[0008] For example, when the amount of consumed air discharged from the air tank and consumed is 450%, the first machine of the first machine is 50%
Driving at the load factor, 100% of each of the last four units 2-5
Operating at a load factor, a total of 450% compressed air is supplied. When the air consumption fluctuates by several tens of percent around 450%,
In response to this change, only the load factor of the starter fluctuates by several tens of percent, the air discharge pressure from the air tank is maintained within an allowable range, and the supply of compressed air at a predetermined pressure is maintained.

【0009】また,消費空気量が400%以下に変動す
ると,先発機の1号機が0%の負荷率に下がったところ
で運転停止され,この停止した1号機は後発機の中の最
後尾の後発機となって,次の運転再開に備える。同時に
100%負荷率で運転していた後発機の内の2号機が容
量調整機として先発機に格上げされ,次の停止優先機に
指定されて0〜100%の負荷率で運転を継続する。
When the amount of consumed air fluctuates to 400% or less, the first unit of the first engine is stopped when the load factor drops to 0%, and the stopped first unit is the last one of the last units. And prepare for the next operation restart. At the same time, the second of the late engines operating at the 100% load factor is upgraded to the first engine as a capacity adjuster, and is designated as the next stop priority device and continues to operate at the 0-100% load factor.

【0010】以上のように,圧縮空気供給系に台数制御
盤を設置することで,複数ある全ての空気圧縮機の1機
の先発機だけが0〜100%負荷率で運転し,残りは1
00%負荷率で運転するか,運転停止するかであるの
で,複数の空気圧縮機全体の可能な限りの省エネルギー
運転が実行されて,全体の消費電力費が安くなる。ま
た,運転不必要な空気圧縮機は,台数制御盤で自動停止
されるので,圧縮空気供給系の完全無人化が可能とな
り,人件費が削減できる。
As described above, by installing the unit control panel in the compressed air supply system, only one of the plurality of air compressors operates at a load factor of 0 to 100%, and the rest operates at a load factor of 1 to 100%.
Since the operation is performed at the load rate of 00% or the operation is stopped, the energy saving operation of the plurality of air compressors as a whole is performed as much as possible, and the overall power consumption is reduced. In addition, the air compressors that do not need to be operated are automatically stopped by the unit control panel, so that the compressed air supply system can be completely unmanned and labor costs can be reduced.

【0011】[0011]

【発明が解決しようとする課題】しかしながら上記特開
平9−32806号公報に開示の技術では,確かに圧縮
機が経済的に使用されているかを判定するには適するも
のであったが,圧縮機の使用状況を適切に判定している
ものとは言いがたい面があった。それは,圧縮機の使用
状況の適否と経済性は必ずしも一致しないためであり,
例えば,いくら経済的に良い状態で使われていても,異
常に湿度の高い圧縮空気が供給されていたり,生産され
た圧縮空気に異臭が混じるような状態では,適切な使い
方とは言いがたいからである。即ち,空気の品質を考慮
した診断が重要である。
However, the technique disclosed in Japanese Patent Application Laid-Open No. Hei 9-32806 is suitable for determining whether the compressor is used economically. It is hard to say that the usage status of the device is properly determined. This is because the adequacy of compressor usage and the economics do not always match.
For example, no matter how good it is used economically, it is hard to say that it is used properly if abnormally humid compressed air is supplied or if the produced compressed air is mixed with an odor. Because. That is, it is important to make a diagnosis in consideration of air quality.

【0012】また,圧縮機の使用状況が適切かどうか
は,切実な問題であり,出来れば問題の起きている圧縮
機について,実時間で解析結果をユーザに表示できるよ
うにする事が望ましく,そうする事により大事に至らな
い内に適切な処理を施す事が出来るはずであるが,従来
のように採取したデータを一度フロッピディスクに入れ
て研究所に戻り,それを改めて解析するものでは,異常
のある圧縮機を特定したり,あるいはそれに対する対策
を早期に立てると言ったサービスを達成することは不可
能であった。
[0012] Also, it is a serious problem whether the usage condition of the compressor is appropriate, and it is desirable to display the analysis result to the user in real time for the compressor having the problem, if possible. By doing so, it should be possible to perform appropriate processing before it becomes important. However, as in the past, data collected once was placed on a floppy disk, returned to the laboratory, and analyzed again. It was not possible to achieve the service of identifying a compressor with an abnormality or taking an early action on it.

【0013】更に,圧縮空気供給系に台数制御盤を設置
することの経済的なメリットは,上記した通りであり公
知であるが,台数制御盤が正しくその機能を達成してい
るかは,従来の技術では確認する事が出来なかった。
Further, the economical advantage of installing a unit control panel in the compressed air supply system is as described above and known, but it is difficult to determine whether the unit control panel correctly achieves its function. The technology could not confirm it.

【0014】従って本発明の目的とするところは,複数
の電動式空気圧縮機を使用した圧縮空気供給系の省エネ
ルギー運転度を任意の時間帯で明確化して,圧縮空気供
給系への台数制御盤の導入の是非判断に有効に利用でき
る省エネルギー運転度診断方法とその装置を提供するこ
とにある。
Accordingly, an object of the present invention is to clarify the degree of energy saving operation of a compressed air supply system using a plurality of electric air compressors at an arbitrary time zone and to control the number of control units for the compressed air supply system. It is an object of the present invention to provide a method and an apparatus for diagnosing an energy-saving driving degree which can be effectively used for judging whether or not to introduce the method.

【0015】[0015]

【課題を解決するための手段】本発明の上記目的を達成
するために本発明は,複数の電動式空気圧縮機が接続さ
れた空気槽から圧縮空気を外部機器に分配供給する圧縮
空気供給系それ自身あるいは,該圧縮空気供給系に接続
された上記電動式空気圧縮機の使用状態の適否を判定す
る電動式空気圧縮機あるいは圧縮空気供給系の診断装置
において,上記圧縮空気供給系に接続された各電動式空
気圧縮機に設けられ,該電動式空気圧縮機の状態を検出
するセンサと,上記センサからの信号を記録するデータ
記録手段と,上記データ記録手段に記録されたデータを
無線あるいは有線の通信手段に送信する送信手段と,上
記送信手段からの信号に基づいて,圧縮空気供給系それ
自身あるいは,該圧縮空気供給系に接続された上記電動
式空気圧縮機の使用状態の適否を演算する適否演算手段
と,上記適否演算手段による演算結果を出力する出力手
段とを供えてなることを特徴とする電動式空気圧縮機あ
るいは圧縮空気供給系の診断装置として構成されてい
る。
SUMMARY OF THE INVENTION In order to achieve the above object, the present invention provides a compressed air supply system for distributing compressed air to an external device from an air tank to which a plurality of electric air compressors are connected. The diagnostic device for the electric air compressor or the compressed air supply system which determines whether or not the use state of the electric air compressor connected to the compressed air supply system is proper or not. A sensor for detecting the state of the electric air compressor, data recording means for recording a signal from the sensor, and wirelessly or Transmitting means for transmitting to the wired communication means, and using the compressed air supply system itself or the electric air compressor connected to the compressed air supply system based on a signal from the transmission means. A diagnostic device for an electric air compressor or a compressed air supply system, comprising: a propriety calculating means for calculating propriety of a state; and an output means for outputting a calculation result by the propriety calculating means. I have.

【0016】上記センサとしては,吸込圧力又は吐出圧
力を検出する圧力センサを用いる事が出来る。この場
合,上記データ記録手段が,上記検出された吸込圧力デ
ータ又は吐出圧力データを一定時間間隔で記録し,上記
演算手段が上記吸込圧力データ又は吐出圧力データに基
づき各電動式空気圧縮機の負荷率を一定時間間隔で求め
るように構成する事ができるが,このような構成によ
り,台数制御盤により制御されている全ての電動式圧縮
機が台数制御の効果を適切に発揮しながら使用されてい
るかどうかを実時間で確認する事が出来る。また,上記
センサとして電動式空気圧縮機から排出される圧縮空気
の臭気を検出する臭いセンサを用いる事が出来る。この
例では,使用状況が悪いためにパッキンが異常に発熱し
ているなどの経済性とは関係のない使用状況や,異臭の
する圧縮空気を工場に分配してしまう前に異常の対策を
講じる事ができるなどの,経済性とは別の使用状況の適
否が判断され得る。また,上記センサは,電動式空気圧
縮機から排出される圧縮空気の水分を検出する湿度セン
サとして構成されても良い。この場合には,エアツール
に有害な水分を含む圧縮空気の分配を未然に防ぐ事が出
来る。
As the above-mentioned sensor, a pressure sensor for detecting a suction pressure or a discharge pressure can be used. In this case, the data recording means records the detected suction pressure data or discharge pressure data at fixed time intervals, and the calculating means calculates the load of each electric air compressor based on the suction pressure data or discharge pressure data. The ratio can be determined at fixed time intervals, but with such a configuration, all electric compressors controlled by the unit control panel can be used while appropriately exhibiting the effect of unit control. You can check in real time whether you are. Further, an odor sensor for detecting the odor of the compressed air discharged from the electric air compressor can be used as the sensor. In this example, countermeasures are taken against the usage conditions that are not related to economics, such as abnormal heat generation of the packing due to poor usage conditions, and before distributing compressed air with an odor to the factory. It is possible to judge the suitability of the usage situation different from the economics, such as being able to do things. Further, the sensor may be configured as a humidity sensor for detecting the moisture of the compressed air discharged from the electric air compressor. In this case, distribution of the compressed air containing water harmful to the air tool can be prevented.

【0017】[0017]

【発明の実施の形態】以下,本発明を具体化した実施の
形態について図面を参照して説明する。
Embodiments of the present invention will be described below with reference to the drawings.

【0018】図1に示される圧縮空気供給系1は,複
数,例えば5機(1号機〜5号機)の電動式空気圧縮機
2,…が1つの空気槽3に接続されており,該空気槽3
から複数の外部機器,例えばエアーツール4,…に圧縮
空気を供給するようにしたものである。5機の空気圧縮
機2,…は,夫々に駆動モータ5,…で駆動される。
The compressed air supply system 1 shown in FIG. 1 has a plurality of, for example, five (1st to 5th) electric air compressors 2,. Tank 3
Supplies compressed air to a plurality of external devices, for example, air tools 4,. The five air compressors 2,... Are driven by drive motors 5,.

【0019】中継機10は,空気圧縮機2に設けられた
各種センサ11からの信号を採取し,図2に示す送信機
30に送るための中継機能を果たすものである。送受信
機30は,中継機10で蓄えたデータを中継機33に無
線によって送信する。データ記録装置34は,中継機3
3からのデータを一度蓄える部分である。データ記録装
置34で蓄えられたデータは,送受信装置35から送受
信装置36に無線で送られる。送受信装置36で受信さ
れたデータは,コンピュータ37に送られて所定の処理
を施され,圧縮機2,2,…あるいは台数制御装置の診
断に供される。診断の結果は,プリンタPRTで診断書
として打ち出される。上記,送受信装置35と36の間
は,無線に限らず,インターネット等のネット・ワーク
でも良い。上記各種センサは,各空気圧縮機にそれぞれ
設けられており,対応する空気圧縮機2,…の吐出空気
量,吐出する空気及び消費電力の運転状況データを演算
するための計測データを検出する。具体的に上記センサ
ーは,圧縮機吸込圧力Ps[kgf/cm2G]を検出するセン
サー20,圧縮機吐出圧力Pd[kgf/cm2G]を検出する
圧力センサー21,圧縮機吐出温度Td[℃]を検出す
る温度センサー22,圧縮機駆動モータ5の入力電流I
m[A]と入力電圧Vm[V]を検出する電流センサー
23及び電圧センサー24と,空気槽3の吐出本管の吐
出圧力Pu[kgf/cm2G]を検出する圧力センサー25を
備える(単位中のGはゲージ圧を表す)。また,吐出側
の圧縮空気の水分を検出する水分センサ31や,臭気を
検出する臭気センサ32が用いられる場合もある。更
に,別なセンサとして煙センサや,圧縮機の発生する騒
音を検出するマイクロフォンや,圧縮機の振動を検出す
る振動センサ,更には含有油分の検出センサや,固形粒
子の検出センサを用いる事もある。上記センサー類は,
従来から圧縮機の故障や異常発生の把握を目的に使用さ
れている市販品を使用すればよい。例えば臭気センサ
は,新コスモ電機株式会社のXP−329シリーズ(商
品名)を用いる事ができる。このセンサは,各種臭気全
般を感知するものの他,硫化水素臭やアンモニアに高感
度ものも市販されている。なお,圧縮機吸込圧力Ps
[kgf/cm2G]を検出するセンサー20又は圧縮機吐出圧
力Pd[kgf/cm2G]を検出する圧力センサー21以外の
センサー22〜25は,負荷率,消費電力費及び吐出空
気量を求めるために必須のものではないが,圧縮機の使
用状況を診断する上では,必要に応じて選択的に用いら
れる。後述するように,圧力センサー20(又は21)
からのデータに基づいて負荷率,消費電力費及び吐出空
気量を求めることができる。この実施形態は,上記のよ
うな複数の電動式空気圧縮機2,2,…が接続された空
気槽3から圧縮空気を外部機器4,4,…に分配供給す
る圧縮空気供給系1それ自身あるいは,該圧縮空気供給
系に接続された上記電動式空気圧縮機2,2,…の使用
状態の適否を判定する電動式空気圧縮機あるいは圧縮空
気供給系の診断装置に関するものである。特に,具体的
には,上記圧縮空気供給系1に接続された各電動式空気
圧縮機2,2,…に設けられ,該電動式空気圧縮機2,
2,…の状態を検出する上記センサと,上記センサから
の信号を記録するデータ記録手段34と,上記データ記
録手段34に記録されたデータを無線あるいは有線の通
信手段に送信する送信手段(35,36)と,上記送信
手段からの信号に基づいて,圧縮空気供給系1それ自身
あるいは,該圧縮空気供給系1に接続された上記電動式
空気圧縮機2,2,…の使用状態の適否を演算する適否
演算手段の一例であるコンピュータ37と,上記適否演
算手段による演算結果を出力する出力手段の一例である
PRTなどを供えてなるものである。
The relay device 10 performs a relay function for collecting signals from various sensors 11 provided in the air compressor 2 and sending the signals to the transmitter 30 shown in FIG. The transceiver 30 transmits the data stored in the repeater 10 to the repeater 33 wirelessly. The data recording device 34 is a relay device 3
3 is a part for temporarily storing the data from. The data stored in the data recording device 34 is wirelessly transmitted from the transmitting / receiving device 35 to the transmitting / receiving device 36. The data received by the transmission / reception device 36 is sent to a computer 37, where the data is subjected to predetermined processing, and is subjected to diagnosis of the compressors 2, 2,. The result of the diagnosis is issued as a medical certificate by the printer PRT. The network between the transmission / reception devices 35 and 36 is not limited to wireless, but may be a network such as the Internet. The above-mentioned various sensors are provided in each of the air compressors, and detect measurement data for calculating the operation status data of the discharge air amount, discharge air and power consumption of the corresponding air compressors 2,. Specifically, the above-mentioned sensor detects a compressor suction pressure Ps [kgf / cm2G], a pressure sensor 21 which detects a compressor discharge pressure Pd [kgf / cm2G], and detects a compressor discharge temperature Td [° C]. Temperature sensor 22, the input current I of the compressor drive motor 5
A current sensor 23 and a voltage sensor 24 for detecting m [A] and an input voltage Vm [V], and a pressure sensor 25 for detecting a discharge pressure Pu [kgf / cm2G] of a discharge main pipe of the air tank 3 (in the unit) G represents the gauge pressure). In some cases, a moisture sensor 31 for detecting the moisture of the compressed air on the discharge side or an odor sensor 32 for detecting the odor may be used. Further, as another sensor, a smoke sensor, a microphone for detecting noise generated by the compressor, a vibration sensor for detecting vibration of the compressor, a sensor for detecting oil content, and a sensor for detecting solid particles may be used. is there. The above sensors are
It is sufficient to use a commercially available product conventionally used for the purpose of grasping the failure and the occurrence of abnormality of the compressor. For example, an XP-329 series (trade name) manufactured by Shin Cosmo Electric Co., Ltd. can be used as the odor sensor. This sensor, which senses various odors in general, is also commercially available with high sensitivity to hydrogen sulfide odor and ammonia. The compressor suction pressure Ps
The sensors 22 to 25 other than the sensor 20 for detecting [kgf / cm2G] or the pressure sensor 21 for detecting the compressor discharge pressure Pd [kgf / cm2G] are indispensable for obtaining the load factor, power consumption and discharge air amount. It is not used, but is selectively used as necessary in diagnosing the usage of the compressor. As described later, the pressure sensor 20 (or 21)
The load factor, the power consumption cost, and the discharge air amount can be obtained based on the data from. In this embodiment, a compressed air supply system 1 itself distributes and supplies compressed air from an air tank 3 to which a plurality of electric air compressors 2, 2,. Alternatively, the present invention relates to a diagnosis apparatus for an electric air compressor or a compressed air supply system for determining whether or not the use state of the electric air compressors 2, 2, ... connected to the compressed air supply system is appropriate. In particular, specifically, each of the electric air compressors 2, 2,... Connected to the compressed air supply system 1 is provided.
, A data recording means 34 for recording a signal from the sensor, and a transmission means (35) for transmitting data recorded in the data recording means 34 to a wireless or wired communication means. , 36), and based on the signal from the transmission means, whether the use state of the compressed air supply system 1 itself or the electric air compressors 2, 2,... Connected to the compressed air supply system 1 is appropriate. And a computer 37 which is an example of an appropriateness calculating means for calculating the above, and PRT which is an example of an output means for outputting a calculation result by the appropriateness calculating means.

【0020】次に具体的な診断手順について説明する。
『個々の圧縮機の診断』上に示した騒音センサ,振動セ
ンサ,圧力センサ,臭気センサ,水分センサ,煙センサ
からの検出信号は,中継機10→送受信機30,33→
データ記録装置34→送受信機35,36を経てコンピ
ュータ37に送られる。コンピュータ37ではこれらの
生のデータをそのままプリンタPRT,あるいはモニタ
で打ち出し(あるいは表示し)てもよいが,それらの連
続あるいは断続データを統計処理したものを出力しても
良い。多くの場合,統計処理したものの方が異常の原因
解明にはより,効果的に役立つ。この実施形態では,上
記中継機10は,圧縮機の設置されている工場に置かれ
る。データ記録装置34は,工場に置いても良いが,通
常は会社の事務所に置かれることが多いであろう。また
コンピュータ37は,インターネット・サーバ側に置か
れることもあるが,圧縮機の保守サービス会社に置かれ
ることが多い。もちろん,保守サービス会社が所有する
バスにコンピュータを積んで,各社を巡回して保守サー
ビスを行う事も可能である。無線による送受信装置3
5,36は,工場とバスとを無線で繋ぐことができ,有
用である。このような構成により,データ記録装置にあ
るデータを,いちいちフロッピデスクなどに入れて運搬
する必要がなく,実時間のデータにより即刻診断が可能
となる。データ処理の手順や,各装置をどこに置くかと
いったことは,次の台数制御装置の診断の場合も同様で
ある。
Next, a specific diagnosis procedure will be described.
The detection signals from the noise sensor, the vibration sensor, the pressure sensor, the odor sensor, the moisture sensor, and the smoke sensor shown in “Diagnosis of individual compressors” are transmitted from the relay 10 to the transceivers 30 and 33 →
The data is sent to the computer 37 via the data recording device 34 → transceivers 35 and 36. The computer 37 may output (or display) the raw data as it is on the printer PRT or the monitor as it is, or may output a result of statistical processing of the continuous or intermittent data. In many cases, statistical processing is more effective in elucidating the cause of an abnormality. In this embodiment, the repeater 10 is placed in a factory where a compressor is installed. The data recording device 34 may be located in a factory, but will usually be located in a company office. The computer 37 may be located on the Internet server side, but is often located at a compressor maintenance service company. Of course, it is also possible to load a computer on a bus owned by a maintenance service company and to carry out maintenance services by going around each company. Wireless transmission / reception device 3
5 and 36 are useful because they enable wireless connection between the factory and the bus. With such a configuration, it is not necessary to transport the data stored in the data recording device to a floppy desk or the like, and the diagnosis can be immediately performed using the real-time data. The data processing procedure and where to place each device are the same in the case of the next diagnosis of the number control device.

【0021】『台数制御装置の診断』前記したように,
図1に示すようにこの実施形態では,各種センサーで検
出された各種の計測データがデータ記録装置34に送ら
れる。この記録する時間間隔は任意に設定可能であり,
通常は30分間隔,或いは,1時間間隔である。データ
記録部34で記録された吸気圧や吐出圧データは,その
ままコンピュータ37に送られる。コンピュータ37
は,データ記録装置34から入力された現状の運転状況
データに基づいて一定時間間隔で各空気圧縮機2,…の
負荷率を一定時間間隔で演算し記録する。吸気圧などか
ら負荷率を算出する工程は公知であるのでその説明は省
略する。その結果,コンピュータ37は,表1のような
各圧縮機ごとの1時間ごとの負荷率の変化を記録する。
表1において,消費総空気量は負荷率の合計あるいは負
荷率の合計に比例した値となる。また,負荷状況即ち負
荷率が0と言うのは,その圧縮機が停止していることを
示す。ところで前記のように,台数制御は,複数の圧縮
機のうち,1台(以下特定機という)を負荷率0%を超
えて100%未満で使用し,その他の圧縮機を負荷率0
%か100%かのいずれかで使用する事で,上記その他
の圧縮機の効率を常に最大に維持するものであり,その
ような使い方がされている時に適切な使用状況になる。
別言すると,負荷率0%を超えて100%未満で使用さ
れる上記特定機が2台以上あれば,それは台数制御装置
としては不適切な使用状況ということになる。従って,
上記表1の結果を得たコンピュータは,上記表1を1時
間に一回サーチして,そのデータの中に,負荷率0%を
超えて100%未満で使用されている圧縮機,即ち特定
機が2台以上あれば,台数制御装置が適正に作動してい
ないと判断する。その結果は,図示しない警報装置に出
力されたり,プリンタPRTに出力される。表1で具体
的に説明すると,8時の時点では,1号機が負荷率9%
であるから特定機であり,他の圧縮機が0%又は100
%となっており,特定機が1台であるから正常であると
判断される。9時の時点でも2号機が特定機であり,そ
れ以外が0%又は100%であるので正常である。こう
して17時までは正常状態が続いているが,18時の時
点では,1号機が22%,3号機が60%となり,2台
の圧縮機が特定機となっているので,台数制御が不適正
に実行されている事が分かる。
"Diagnosis of the number control device" As described above,
As shown in FIG. 1, in this embodiment, various measurement data detected by various sensors are sent to the data recording device 34. This recording time interval can be set arbitrarily.
Usually, the interval is 30 minutes or 1 hour. The intake pressure and discharge pressure data recorded by the data recording unit 34 are sent to the computer 37 as they are. Computer 37
Calculates and records the load factors of the air compressors 2, at regular time intervals, at regular time intervals based on the current operating condition data input from the data recording device 34. Since the process of calculating the load factor from the intake pressure or the like is known, its description is omitted. As a result, the computer 37 records the change of the load factor every hour for each compressor as shown in Table 1.
In Table 1, the total air consumption is a sum of the load factors or a value proportional to the sum of the load factors. A load condition, that is, a load factor of 0 indicates that the compressor is stopped. By the way, as described above, in the unit control, one of the plurality of compressors (hereinafter referred to as a specific machine) is used at a load ratio exceeding 0% and less than 100%, and the other compressors are used at a load ratio of 0%.
By using either% or 100%, the efficiency of the other compressors described above is always maintained at the maximum, and an appropriate use situation is obtained when such use is performed.
In other words, if there are two or more specific machines that are used at a load factor of more than 0% and less than 100%, this means an inappropriate use situation as a number control device. Therefore,
The computer that obtained the results of Table 1 above searched Table 1 once an hour, and found in the data that the compressor used at a load factor of more than 0% and less than 100%, that is, If there are two or more machines, it is determined that the number control device is not operating properly. The result is output to an alarm device (not shown) or to the printer PRT. Explaining more specifically in Table 1, at 8:00, Unit 1 had a load factor of 9%.
Therefore, it is a specific compressor and other compressors are 0% or 100%.
%, And since there is only one specific device, it is determined that the device is normal. Even at 9 o'clock, the second machine is the specific machine, and the other machines are 0% or 100%, which is normal. In this way, the normal state continues until 17:00, but at 18:00, the first compressor is 22%, the third is 60%, and the two compressors are the specific compressors. You can see that it is running properly.

【0022】[0022]

【実施例】上記実施形態では,個々の圧縮機の使用状態
にいての診断と,台数制御装置についての診断の場合に
ついて説明したが,本発明は,これに限らず,複数の圧
縮機が共通の空気槽に接続制御される全ての場合につい
て適用される事は言うまでもない。
In the above embodiment, a description has been given of the case where the diagnosis is performed on the use state of each compressor and the case where the number control device is diagnosed. However, the present invention is not limited to this. It is needless to say that the present invention is applied to all the cases where the connection is controlled to the air tank.

【表1】 [Table 1]

【0023】[0023]

【発明の効果】本発明によれば,複数の電動式空気圧縮
機が接続された空気槽から圧縮空気を外部機器に分配供
給する圧縮空気供給系それ自身あるいは,該圧縮空気供
給系に接続された上記電動式空気圧縮機の使用状態の適
否を判定する電動式空気圧縮機あるいは圧縮空気供給系
の診断装置において,上記圧縮空気供給系に接続された
各電動式空気圧縮機に設けられ,該電動式空気圧縮機の
状態を検出するセンサと,上記センサからの信号を記録
するデータ記録手段と,上記データ記録手段に記録され
たデータを無線あるいは有線の通信手段に送信する送信
手段と,上記送信手段からの信号に基づいて,圧縮空気
供給系それ自身あるいは,該圧縮空気供給系に接続され
た上記電動式空気圧縮機の使用状態の適否を演算する適
否演算手段と,上記適否演算手段による演算結果を出力
する出力手段とを供えてなることを特徴とする電動式空
気圧縮機あるいは圧縮空気供給系の診断装置として構成
されている。従って,圧縮機の使用状態の適不適が適切
に診断されると共に,その診断結果が,実時間で出力さ
れ,思わぬ大事故に至るような問題が無くなる。
According to the present invention, a compressed air supply system for supplying and distributing compressed air to an external device from an air tank to which a plurality of electric air compressors are connected, or a compressed air supply system connected to the compressed air supply system. In the diagnostic apparatus for an electric air compressor or a compressed air supply system for judging whether or not the use state of the electric air compressor is used, the electric air compressor is provided in each electric air compressor connected to the compressed air supply system. A sensor for detecting a state of the electric air compressor, data recording means for recording a signal from the sensor, transmission means for transmitting data recorded in the data recording means to a wireless or wired communication means, A propriety calculating means for calculating propriety of a use state of the compressed air supply system itself or the electric air compressor connected to the compressed air supply system based on a signal from the transmitting means; And it is configured as a diagnostic device for an electric air compressor or compressed air supply system characterized by comprising equipped and output means for outputting the operation result by the advisability calculating means. Therefore, the appropriateness of the use state of the compressor is appropriately diagnosed, and the result of the diagnosis is output in real time, thereby eliminating the problem of causing an unexpected large accident.

【0024】例えば,上記センサとしては,吸込圧力又
は吐出圧力を検出する圧力センサを用いた場合,その圧
縮機の負荷率を算出でき,それによりその圧縮機が適切
に使用されているかどうかを診断する事ができる。この
場合,上記データ記録手段が,上記検出された吸込圧力
データ又は吐出圧力データを一定時間間隔で記録し,上
記演算手段が上記吸込圧力データ又は吐出圧力データに
基づき各電動式空気圧縮機の負荷率を一定時間間隔で求
めるように構成する事ができるが,このような構成によ
り,台数制御盤により制御されている全ての電動式圧縮
機が台数制御の効果を適切に発揮しながら使用されてい
るかどうかを実時間で確認する事が出来る。また,上記
センサとして電動式空気圧縮機から排出される圧縮空気
の臭気を検出する臭いセンサを用いる事が出来る。この
例では,使用状況が悪いためにパッキンが異常に発熱し
ているなどの経済性とは関係のない使用状況や,異臭の
する圧縮空気を工場に分配してしまう前に異常の対策を
講じる事ができるなどの,経済性とは別の使用状況の適
否が判断され得る。また,上記センサは,電動式空気圧
縮機から排出される圧縮空気の水分を検出する湿度セン
サとして構成されても良い。この場合には,エアツール
に有害な水分を含む圧縮空気の分配を未然に防ぐ事が出
来る。
For example, when a pressure sensor for detecting a suction pressure or a discharge pressure is used as the above sensor, the load factor of the compressor can be calculated, thereby diagnosing whether the compressor is used properly. You can do it. In this case, the data recording means records the detected suction pressure data or discharge pressure data at fixed time intervals, and the calculating means calculates the load of each electric air compressor based on the suction pressure data or discharge pressure data. The ratio can be determined at fixed time intervals, but with such a configuration, all electric compressors controlled by the unit control panel can be used while appropriately exhibiting the effect of unit control. You can check in real time whether you are. Further, an odor sensor for detecting the odor of the compressed air discharged from the electric air compressor can be used as the sensor. In this example, countermeasures are taken against the usage conditions that are not related to economics, such as abnormal heat generation of the packing due to poor usage conditions, and before distributing compressed air with an odor to the factory. It is possible to judge the suitability of the usage situation different from the economics, such as being able to do things. Further, the sensor may be configured as a humidity sensor for detecting the moisture of the compressed air discharged from the electric air compressor. In this case, distribution of the compressed air containing water harmful to the air tool can be prevented.

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

【図1】本発明の一実施形態に係る空気圧縮機の診断装
置を適用できる,圧縮空気供給系のブロック図。
FIG. 1 is a block diagram of a compressed air supply system to which a diagnostic device for an air compressor according to an embodiment of the present invention can be applied.

【図2】図1における診断装置のブロック図。FIG. 2 is a block diagram of the diagnostic device in FIG. 1;

【符号の説明】[Explanation of symbols]

1 圧縮空気供給系 2 空気圧縮機 3 空気槽 5 駆動モータ 10 中継機 30,33,35,36 送受信装置 31 水分センサ 32 臭気センサ 34 データ記録装置 37 コンピュータ REFERENCE SIGNS LIST 1 compressed air supply system 2 air compressor 3 air tank 5 drive motor 10 repeater 30, 33, 35, 36 transmitting and receiving device 31 moisture sensor 32 odor sensor 34 data recording device 37 computer

───────────────────────────────────────────────────── フロントページの続き (72)発明者 野勢 正暁 大阪市北区大淀中3丁目8番2号 大淀ヂ ーゼル株式会社内 Fターム(参考) 3H045 AA09 AA16 AA26 BA20 BA36 BA41 CA03 DA04 DA33 DA39 DA47 EA11 EA13 EA16 EA20 EA23 EA38 EA49 EA50 3H089 BB01 CC01 CC11 DA05 FF01 FF07 FF12 GG03 JJ20  ────────────────────────────────────────────────── ─── Continuing on the front page (72) Inventor Masaaki Nose 3-8-2 Oyodonaka, Kita-ku, Osaka-shi EA11 EA13 EA16 EA20 EA23 EA38 EA49 EA50 3H089 BB01 CC01 CC11 DA05 FF01 FF07 FF12 GG03 JJ20

Claims (6)

【特許請求の範囲】[Claims] 【請求項1】 複数の電動式空気圧縮機が接続された空
気槽から圧縮空気を外部機器に分配供給する圧縮空気供
給系それ自身あるいは,該圧縮空気供給系に接続された
上記電動式空気圧縮機の使用状態の適否を判定する電動
式空気圧縮機あるいは圧縮空気供給系の診断装置におい
て,上記圧縮空気供給系に接続された各電動式空気圧縮
機に設けられ,該電動式空気圧縮機の状態を検出するセ
ンサと,上記センサからの信号を記録するデータ記録手
段と,上記データ記録手段に記録されたデータを無線あ
るいは有線の通信手段に送信する送信手段と,上記送信
手段からの信号に基づいて,圧縮空気供給系それ自身あ
るいは,該圧縮空気供給系に接続された上記電動式空気
圧縮機の使用状態の適否を演算する適否演算手段と,上
記適否演算手段による演算結果を出力する出力手段とを
供えてなることを特徴とする電動式空気圧縮機あるいは
圧縮空気供給系の診断装置。
1. A compressed air supply system itself for distributing compressed air to an external device from an air tank to which a plurality of electric air compressors are connected, or the electric air compression system connected to the compressed air supply system In a diagnostic device for an electric air compressor or a compressed air supply system for judging whether or not a use state of a compressor is appropriate, the diagnostic device is provided for each electric air compressor connected to the compressed air supply system. A sensor for detecting a state, data recording means for recording a signal from the sensor, transmission means for transmitting data recorded in the data recording means to a wireless or wired communication means, and a signal from the transmission means. Based on the compressed air supply system itself or the electrically operated air compressor connected to the compressed air supply system, and And an output means for outputting a calculation result. The diagnostic apparatus for an electric air compressor or a compressed air supply system.
【請求項2】 上記センサが吸込圧力又は吐出圧力を検
出する圧力センサである請求項1記載の電動式空気圧縮
機あるいは圧縮空気供給系の診断装置。
2. The diagnostic apparatus for an electric air compressor or a compressed air supply system according to claim 1, wherein said sensor is a pressure sensor for detecting a suction pressure or a discharge pressure.
【請求項3】上記データ記録手段が,上記検出された吸
込圧力データ又は吐出圧力データを一定時間間隔で記録
し,上記演算手段が上記吸込圧力データ又は吐出圧力デ
ータに基づき各電動式空気圧縮機の負荷率を一定時間間
隔で求める請求項1若しくは2記載の電動式空気圧縮機
あるいは圧縮空気供給系の診断装置。
3. The data recording means records the detected suction pressure data or discharge pressure data at fixed time intervals, and the arithmetic means controls each electric air compressor based on the suction pressure data or discharge pressure data. 3. The diagnostic apparatus for an electric air compressor or a compressed air supply system according to claim 1, wherein the load factor is obtained at regular time intervals.
【請求項4】上記センサが電動式空気圧縮機から排出さ
れる圧縮空気の臭気を検出する臭いセンサである請求項
1記載の電動式空気圧縮機あるいは圧縮空気供給系の診
断装置。
4. The diagnostic apparatus for an electric air compressor or a compressed air supply system according to claim 1, wherein said sensor is an odor sensor for detecting an odor of compressed air discharged from the electric air compressor.
【請求項5】上記センサが電動式空気圧縮機から排出さ
れる圧縮空気の水分を検出する湿度センサである請求項
1記載の電動式空気圧縮機あるいは圧縮空気供給系の診
断装置。
5. A diagnostic device for an electric air compressor or a compressed air supply system according to claim 1, wherein said sensor is a humidity sensor for detecting the moisture of the compressed air discharged from the electric air compressor.
【請求項6】上記センサと上記データ記録装置の間が所
定の通信手段で接続されてなる請求項1〜5のいずれか
に記載の電動式空気圧縮機あるいは圧縮空気供給系の診
断装置。
6. A diagnostic device for an electric air compressor or a compressed air supply system according to claim 1, wherein said sensor and said data recording device are connected by a predetermined communication means.
JP2000292097A 2000-09-26 2000-09-26 Diagnostic device for electric air compressor or compressed air supply system Pending JP2002098061A (en)

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Cited By (6)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JP2009052701A (en) * 2007-08-28 2009-03-12 Kobe Steel Ltd Notification device of machine
CN107168295A (en) * 2017-06-27 2017-09-15 佛山蘑菇物联技术有限公司 The communications protocol allocation engine and method of real-time of air compressor machine Internet of Things module based on cloud computing
CN107247432A (en) * 2017-06-27 2017-10-13 佛山蘑菇物联技术有限公司 The remote auto decision method of screw type air compressor cooling system failure
WO2018034187A1 (en) * 2016-08-18 2018-02-22 株式会社日立産機システム Piping network leak detection system, as well as leak detection device and leak detection method used in said system
WO2018198755A1 (en) * 2017-04-26 2018-11-01 株式会社神戸製鋼所 Compressed air energy storage generator
JP2021055648A (en) * 2019-10-01 2021-04-08 株式会社日立産機システム Fluid machine device

Citations (5)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JPH0758519B2 (en) * 1987-08-18 1995-06-21 日比谷総合設備株式会社 Remote diagnosis method for equipment
JPH08233759A (en) * 1994-12-17 1996-09-13 Filterwerk Mann & Hummel Gmbh Device for detecting foreign-matter component in gas stream
JPH0932806A (en) * 1995-07-24 1997-02-04 Ooyodo Diesel Kk Energy saving operation diagnosis for motor-driven air compressor and energy saving operation diagnosis device
EP0825505A1 (en) * 1996-08-21 1998-02-25 GHH BORSIG Turbomaschinen GmbH Method for remote power-up of machine-assemblies in particular for compressors and turbines
JP2000194414A (en) * 1998-12-28 2000-07-14 Daicel Chem Ind Ltd Operation support type education system

Patent Citations (5)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JPH0758519B2 (en) * 1987-08-18 1995-06-21 日比谷総合設備株式会社 Remote diagnosis method for equipment
JPH08233759A (en) * 1994-12-17 1996-09-13 Filterwerk Mann & Hummel Gmbh Device for detecting foreign-matter component in gas stream
JPH0932806A (en) * 1995-07-24 1997-02-04 Ooyodo Diesel Kk Energy saving operation diagnosis for motor-driven air compressor and energy saving operation diagnosis device
EP0825505A1 (en) * 1996-08-21 1998-02-25 GHH BORSIG Turbomaschinen GmbH Method for remote power-up of machine-assemblies in particular for compressors and turbines
JP2000194414A (en) * 1998-12-28 2000-07-14 Daicel Chem Ind Ltd Operation support type education system

Cited By (11)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JP2009052701A (en) * 2007-08-28 2009-03-12 Kobe Steel Ltd Notification device of machine
WO2018034187A1 (en) * 2016-08-18 2018-02-22 株式会社日立産機システム Piping network leak detection system, as well as leak detection device and leak detection method used in said system
JPWO2018034187A1 (en) * 2016-08-18 2019-06-13 株式会社日立産機システム Piping network leak detection system, leak detection device used therefor, leak detection method
WO2018198755A1 (en) * 2017-04-26 2018-11-01 株式会社神戸製鋼所 Compressed air energy storage generator
JP2018184906A (en) * 2017-04-26 2018-11-22 株式会社神戸製鋼所 Compressed air storage power generator
CN110573736A (en) * 2017-04-26 2019-12-13 株式会社神户制钢所 Compressed air energy storage power generation device
US11319948B2 (en) 2017-04-26 2022-05-03 Kobe Steel, Ltd. Compressed air energy storage generator
CN107168295A (en) * 2017-06-27 2017-09-15 佛山蘑菇物联技术有限公司 The communications protocol allocation engine and method of real-time of air compressor machine Internet of Things module based on cloud computing
CN107247432A (en) * 2017-06-27 2017-10-13 佛山蘑菇物联技术有限公司 The remote auto decision method of screw type air compressor cooling system failure
JP2021055648A (en) * 2019-10-01 2021-04-08 株式会社日立産機システム Fluid machine device
WO2021065266A1 (en) * 2019-10-01 2021-04-08 株式会社日立産機システム Fluid machine device

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