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JP4011338B2 - Industrial equipment remote monitoring system and apparatus - Google Patents
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JP4011338B2 - Industrial equipment remote monitoring system and apparatus - Google Patents

Industrial equipment remote monitoring system and apparatus Download PDF

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JP4011338B2
JP4011338B2 JP2001382016A JP2001382016A JP4011338B2 JP 4011338 B2 JP4011338 B2 JP 4011338B2 JP 2001382016 A JP2001382016 A JP 2001382016A JP 2001382016 A JP2001382016 A JP 2001382016A JP 4011338 B2 JP4011338 B2 JP 4011338B2
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industrial equipment
equipment
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JP2003186531A (en
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雄二 塚本
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Nec三栄株式会社
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Description

【0001】
【発明の属する技術分野】
本発明は、産業用機器の遠隔監視システム及びその遠隔監視装置に係わり、特に機器の稼働状況に係わるデータ情報や故障予測情報を送信すると共に機器の修理や購入に関する情報を一括して発信することで機器管理者の利便性向上を図った産業用機器の遠隔監視システム及び遠隔監視装置に関する。
【0002】
【従来の技術】
従来から産業用機器の遠隔監視に関しては種々の提案が成され、例えば特開平11−168569号公報では設備機器に異常があれば自動通報装置を介して端末装置側にアナログ電話網で通報する場合は自動通報装置から端末装置までの距離が長くなると通報回数が度重なる場合高額となるのを防止するために通信手段としてアクセスポイント以降からはプロバイダとの契約だけで定まる通話料金で済むインターネットを用いて異常情報等を送信する様に成した自動通報装置が開示されている。
【0003】
又、特開平11−177576号公報には監視制御装置と被監視制御装置との間で通信ケーブルを介してデータ送受信を行い、被監視制御装置における対象設備の監視を行う監視システムに於いて、通信ケーブルコスト等を削減するため被監視装置と監視設備を運転管理する監視装置間を無線通信回線を介して送受信する様に成した無線監視システムが開示されている。
【0004】
更に、特開平11−266328号公報には自動通報システムが開示されている。この自動通報システムでは監視対象設備の例えば無人ロボット工場設備などの現場に設置された各設備機器の状態を監視するために各種センサで検出した異常状態を通報する装置であり、予め監視センターの端末によって設定されたデータにしたがって、ブログラマブルコントローラの参照すべきエリアのデータを読み出し、判定基準と比較を行い、異常と判定した時に自動通報する様に成した自動通報装置が披瀝されている。
【0005】
【発明が解決しようとする課題】
叙上の従来公報に示される様に産業用機器・設備の異常状態等を監視し、監視センター側に異常データ情報を自動的に送信する様に成した監視システムや監視装置は披瀝されているが、以下の各項目に示す様な送信データを送信することで監視センター側の管理者の利便性を図ったものは未だ報告されていない。
【0006】
(1)監視データを総合した日報、週報等の期間で総合し、該設備・機器の稼働状況を管理者に対して報告する。
(2)監視データに基づいて、監視対象機器の故障予測情報を事前に管理者に対して報告する。
(3)監視データに基づいて、監視対象機器の故障予測情報を事前に管理者に対して報告する際に、監視対象機器のメンテナンス情報や、機器製品情報を同時に報告する。
(4)管理者が受信した上記メンテナンス情報や、機器製品情報に基づいて機器の修理や、機器の購入を実行しようとした場合に自動的に修理依頼情報や製品見積依頼情報が修理業者や機器販売業者に発信される。
(5)(1)〜(4)の行為に係わる課金
【0007】
即ち、産業用機器の遠隔監視装置の稼働状況の監視に於いては、異常状態、発生時点等だけの報告では機器・設備の稼働状態を全体的に把握することが困難である。
【0008】
又、監視対象機器が突然事故を起こした時の対応は事前に故障予測情報が報告されていない場合にその対応が遅れる問題がある。
【0009】
更に、監視対象機器のメンテナンス情報や機器製品情報が報告されていなければ機器の修理や購入に迅速に対応出来ないだけでなく、修理依頼や購入の実行時の製品見積依頼や修理依頼に手間どり遠隔監視対象機器・設備の修理、購入、課金を迅速適確に行うことが出来ない問題があった。
【0010】
本発明は叙上の問題を解消するために成されたもので、発明が解決しようとする課題は上述した各種データを管理者が受けることで、機器管理者の受ける利益やサービスとそのサービスの対価支出に関し、利便性が向上したシステム及び装置を提供するものである。
【0011】
【課題を解決するための手段】
請求項1に係わる本発明は産業用機器・設備或はその近傍に配置されたセンサが検出した産業用機器・設備の稼働状態に係わるデータを、有線回線或は無線回線の少なくとも1つ以上の回線を介して産業用機器・設備の管理者に対して送信する産業用機器の遠隔監視システムに於いて、センサが産業用機器・設備の稼働状態に係わるデータを検出して、稼働状態の計測値が所定の閾値を超えてない場合に、第1の時間ごとに監視結果データを送信し、所定の閾値を超えた場合に、第1の時間より短い第2の時間ごとに監視結果データを送信し、第2の時間ごとの監視結果データの送信を行う状態で、センサで所定回連続して異常状態を検出した場合に、産業用機器・設備の故障予測情報を送信し、第2の時間よりも短い第3の時間ごとに監視結果データを送信し、センサで検出した該稼働状態に係わるデータに基づいた該産業用機器・設備の事前の故障予測情報を管理者に対して報告し、さらに検出した産業用機器・設備の稼働状態に係わるデータを日報、週報等の所定期間で総合した総合データ情報を管理者に対して報告することを特徴とする産業用機器の遠隔監視システムとしたものである。
【0012】
請求項2に係わる本発明は遠隔監視システムの使用形態に応じて管理者に自動的に課金されることを特徴とする請求項1記載の産業用機器の遠隔監視システムとしたものである。
【0013】
請求項3に係わる本発明は事前の故障情報を管理者に対して報告する際に産業用機器・設備のメンテナンス情報又は/及び機器製品情報を同時に報告することを特徴とする請求項1又は請求項2記載の産業用機器の遠隔監視システムとしたものである。
【0014】
請求項4に係わる本発明は管理者が受信したメンテナンス情報又は/及び機器製品情報に基づいて機器の修理、機器の購入を実行しようとした場合に自動的に修理依頼情報や製品見積依頼情報が修理業者や機器販売業者に発信されることを特徴とする請求項3記載の産業用機器の遠隔監視システムとしたものである。
【0015】
請求項5に係わる本発明は産業用機器・設備、或はその近傍に配したセンサにより産業機器・設備の稼働状態に係わる稼働データを被監視手段で検出して、有線回線或は無線回線の少なくとも1つ以上の回線を介して産業用機器・設備の管理者側の監視手段に稼働データを送信する産業用機器の遠隔監視装置に於いて、センサが産業用機器・設備の稼働状態に係わるデータを検出して、稼働状態の計測値が所定の閾値を超えてない場合に、第1の時間ごとに監視結果データを送信し、所定の閾値を超えた場合に、第1の時間より短い第2の時間ごとに監視結果データを送信し、第2の時間ごとの監視結果データの送信を行う状態で、センサで所定回連続して異常状態を検出した場合に、産業用機器・設備の故障予測情報を送信し、第2の時間よりも短い第3の時間ごとに監視結果データを送信し、センサが検出した産業用機器・設備の稼働状態に係わるデータ情報を日報、週報等の期間で総合した総合データ情報作成手段を有し、この総合データ情報作成手段によって得た総合データ情報を監視手段の管理者側に送信する様に成したことを特徴とする産業用機器の遠隔監視装置としたものである。
【0016】
請求項6に係わる本発明は産業用機器・設備、或はその近傍に配したセンサにより産業機器・設備の稼働状態に係わる稼働データを被監視手段で検出して、有線回線或は無線回線の少なくとも1つ以上の回線を介して産業用機器・設備の管理者側の監視手段に稼働データを送信する産業用機器の遠隔監視装置に於いて、センサが産業用機器・設備の稼働状態に係わるデータを検出して、稼働状態の計測値が所定の閾値を超えてない場合に、第1の時間ごとに監視結果データを送信し、所定の閾値を超えた場合に、第1の時間より短い第2の時間ごとに監視結果データを送信し、第2の時間ごとの監視結果データの送信を行う状態で、センサで所定回連続して異常状態を検出した場合に、産業用機器・設備の故障予測情報を送信し、第2の時間よりも短い第3の時間ごとに監視結果データを送信し、センサで検出した稼働状態に係わる稼働データに基づき産業用機器・設備の事前の故障予測情報を作成する故障予測作成手段を有し、この故障予測情報作成手段によって得た事前の故障予測情報を管理者側に送信する様に成したことを特徴とする産業用機器の遠隔監視装置としたものである。
【0017】
請求項1乃至請求項6記載の産業用機器の遠隔監視システム及びその装置によれば機器の運転状況に関する日報、月報といった報告書の作成、発行が自動的に行われ、機器管理者の労力や、機器管理コストを軽減できる。又、機器の運転状態と故障状況に関して蓄積したデータベースをもとに、中長期的なスパンで故障予測を行うことができ、突発的な機器の故障による生産ラインの停止といった不測の事態を回避することができ、結果として生産コストの削減につながる。更に、機器の故障状態と連動して、メンテナンスや新規機器に関する情報が自動的に収集され、収集した情報に基づいて修理依頼、部品発注業務が実行されるため、機器管理業務と管理コストが削減できる効果を生ずる。
【0018】
【発明の実施の形態】
以下、本発明の1形態例を図1により詳記する。図1は産業用機器の遠隔監視システムの全体的な構成を示す系統図である。
【0019】
図1に於いて、1は監視対象機器で工場やプラント機械、無人ロボット工場設備、冷凍設備、ボイラ設備、給水設備、ビルの防災設備、無人契約機、変電所、発電所設備等であり、これらは被監視機器・設備を構成する。
【0020】
被監視手段22側の監視対象機器1にはセンサ素子2が取り付けられている。或は監視対象機器(以下、機器と記す)1の近傍に配設されているセンサ素子2の検出信号は検出手段5内のプリアンプ3を介して同じく検出手段5内の送受信機4に供給され、アンテナ6を介して機器1近傍に配設した信号アンプ8側のアンテナ7で受信される。
【0021】
上述の構成はプリアンプ3から充分な出力信号が得られる場合の構成を示すもので通常は仮想線で示す様にセンサ素子2→プリアンプ3→信号アンプ8までは有線で信号を伝送する様に成される。
【0022】
信号アンプ8からのアナログ信号はインタフェース(I/F)9内のADC(アナログ−デジタル変換器)を介してデジタルデータに変換されマイクロコンピュータ(以下CPU1 と記す)10に搭載されたリアルタイムクロック或は演算部(ALU)等が発生する時間信号に同期してCPU1 10に予め指定されたサンプリングタイムでCPU1 10に通常内蔵されるROM、RAM等のメモリ11内に格納される。CPU1 10内にはキーボード等の操作部12や図示しないCRT等の表示部を有している。CPU1 10の出力データは送受信機13に出力される。
【0023】
CPU1 10からのデジタル出力データはアナログ或はデジタルのかたちで送受信機13に供給される。アナログ変換するためには図示しないADC(アナログ−デジタル変換器)等を介してアナログの送受信機13に供給されて、アンテナ14を介して被監視手段22側の監視信号情報は監視手段23側の送受信機16側のアンテナ15にPHS等の通信回線30を通して無線信号情報として伝送される。
【0024】
或はインターネット等の有線回線を形成する通信回線30を介して通信端末装置16′にデジタル伝送される。
【0025】
被監視手段22側のCPU1 10を介して監視手段23側の送信装置16或は通信端末装置16′に伝送される監視信号情報はリアルタイム若しくは若干の時間遅れをもって、送受信機16又は通信端末装置16′に伝送されマイクロコンピュータ(以下CPU2 と記す)17を介して、CPU2 17が通常有するROM、RAM等のメモリ18に格納される。CPU2 17にはキーボード等の操作部19とCRT、LCD等の表示部12を有する。
【0026】
又、この監視通信情報は管理者21が有する携帯電話機や携帯情報端末装置(PDA:Personal Digital Assistants)24を介して直接伝送される場合もある。
【0027】
メモリ11内に格納された監視信号情報はCPU1 10で数値計算演算処理されCPU1 10に予めインストールされていた監視対象機器1の故障判断基準ソフトウェアに基づいて故障状態にあると判定された時や今後稼働を継続すると、いつ頃に故障に至るといった故障予測情報が発信される。
【0028】
監視対象機器1の監視信号情報と故障情報はCPU2 17とメモリ18にもリンクされており、夫々の監視対象機器1の故障予測情報が日々更新され、故障予測情報の高精度化が図られている。又、監視対象機器1の日報、週報等の期間報告の作成もこれらのCPU2 17によって行なわれる。
【0029】
又、故障予測情報を管理者に発信する際に、監視対象機器1のメンテナンス情報や、機器製品情報が同時に報告されるが、監視対象機器1の各々に関連付けられたメンテナンス情報や機器製品情報はCPU2 17で管理され、インターネット等の通信回線30を介して管理者21に報告されるとともに、新たに各情報が更新された場合には更新情報がインターネット等を介して収集され、メモリ18に記録される。管理者21が送信されてきたメンテナンス情報や製品機器情報にアクセスすると、管理者21が所有するPDA等の情報端末装置24上に、メンテナンス情報や製品機器情報が掲載されているホームページが表示され、管理者21が望む情報にアクセスできる様に成されている。
【0030】
図2は本発明の遠隔監視システムを自営の構内PHS(Personal Handyphone System)に適用した他の形態例における通信系を示す。センサ素子2には信号アンプ8と、増幅した信号を送信するPHS送受信機25が取り付けられている。PHS送受信機25は、構内の各所に設置されたターミナル26に信号を送信する。各ターミナル26からの信号は、中継器28を介して構内のPBX(Private Branch Exchang)29に伝送される。構内のPBX28にはデータの監視、収集、記録、解析、資料作成等の処理を実行する総合監視処理システム29を接続している。また、PBX28から中継器27、ターミナル26を介して各人が保有するPHS端末33に接続されている。又、総合監視システム29にインターネット等の公衆回線30aを接続し、公衆回線30aを介してセンサ素子で測定された監視信号情報が契約者が保有するパソコン等の情報端末装置31に配信される場合もある。さらに、公衆回線30aを介してメンテナンス業者や設備会社が運営するWebサイト30aと接続し、監視対象機器1のメンテナンスや新規製品に関する情報を自動的に入手、配信する構成となっている。
【0031】
図3は本発明の遠隔監視システムを公衆PHSに適用した他の形態例における通信系の系統図を示す。センサ素子2、信号アンプ8、増幅した信号を送信するPHS送受信機25、構内の各所に設置されたターミナル26、中継器27は図2と同様であり、中継器27から公衆PHS回線34に接続する。公衆PHS回線34から直接、もしくは公衆ISDN回線35を介して、監視信号情報はDSU(Digital Service Unit)36に送信される。さらに、ターミナルアダプタ37を中継して監視信号情報や図2で詳記した総合監視システム29からの各種データが送信される。公衆PHS回線34から直接、契約者のPHS端末装置31に発報する場合や、公衆ISDN回線35、インターネット回線30aを介して契約者が保有する情報端末装置31に発報する場合、さらには総合監視システム29で情報を総合的に解析・判断した後に契約者の情報端末31に発報する場合もある。インターネット等の公衆回線30aを介してメンテナンス業者や設備会社が運営するWebサイト32と接続し、監視対象機器1のメンテナンスや新規製品に関する情報を自動的に入手、配信する構成となっていることは図2と同様である。
【0032】
以下図3にもとづいて、工場ライン内のモータの故障及び運転状態を監視する場合の動作を説明する。契約者の保有する事業場内で稼働するモータは例えば80台のモータが稼働しており、この場合1個のモータの故障がライン全体の停止につながるため、モータが故障停止する前に事前に故障を検知し、代替用モータに切り替える必要がある。このため、夫々に管理番号を付けた80台のモータすべてにセンサ素子2が設置されている。各モータは、軸受け部の温度と回転軸の振動状態が常時計測されており、計測データはセンサ素子2に付属の図示しないメモリに格納されている(第4図、第1ステップST1 )。
【0033】
モータの運転状態は、通常状態、遷移状態、および異常状態に分類されており、各レベルには温度、振動いずれについても閾値が設定され計測値と比較される(第2ステップST2 )。温度と振動状態の両方の計測結果が第3ステップST3 のNOの様に正常状態にある時は、各モータに取り付けられたセンサ素子2から1時間に1回測定結果が総合監視システム29に送信される(第4ステップST4 )。
【0034】
温度と振動状態のいずれかの計測結果が第3ステップST3 のYESの様に通常状態の閾値を超え、遷移状態(異常状態)に入ると、計測結果の送信は10分間に1回となる(第5ステップST5 )。10分間に1回送信される計測結果が3回連続して遷移状態にあった場合(第6ステップST6 )には、総合監視システム29は該当のモータが検査が必要である旨の注意報を発信する(第7ステップST7 )。注意報が発信されると、モータ運転状態の実地観察と応急修理のために担当者がモータの設置個所に出向く(第8ステップST8 )とともに、計測結果の送信が1回/1分間にレベルアップする(第9ステップST9 )。
【0035】
潤滑油補給のような簡単な対応で、モータの運転状態が通常状態に戻る場合(第10ステップST10のYES)には、第4ステップST4 に戻されて計測結果の送信は1回/1時間に復帰する。担当者の応急修理で、運転状態が回復せず、遷移状態から異常状態に計測結果が変化していく場合には総合監視システム29から警報が担当者の携帯するPHS等の情報端末33に発信され、交換用の代替のモータへの切換えが行われる(第12ステップST12)。
【0036】
尚、注意報や警報の発信や、モータの運転状態の変化に伴う計測条件の変更は、被監視手段22側に組み込まれたCPU1 10のALUに書き込まれたファームウェアによって実行される、すなわち総合監視システム29ではなく、被監視手段22側から直接計測条件の変更命令を発信することもできる。交換モータに交換すると(第12ステップST12)、交換モータの運転状態の確認が行われ(第14ステップST14)、この初期運転状態では1回/1分間の発信が行われる(第13ステップST13)。その後、異常運転状態モータの正しい修理もしくは交換のために、総合監視システム29を介して担当業者のWebサイト32に接続し、修理品の注文、修理依頼、新規品の見積依頼等の処理が実行される(第15ステップST15)。
【0037】
総合監視システム29では各モータに取り付けられたセンサ素子2から逐次送信されてくる計測結果をもとにして、前述した注意報や警報の発報、修理後の結果を総合した結果を、日報、月報として自動的に作成し、インターネット等を介して発信する(第16ステップST16)システムとなっている。
【0038】
又、総合監視システムに長期間にわたって蓄積した計測結果と故障情報がデータベースとして蓄積されており、センサ素子2から逐次送信されてくる計測結果とこのデータベースとを照合することにより、中長期的に判定した故障予測情報が作成される。
【0039】
以上述べてきた、報告書の作成と発信、故障予測情報の作成と発信、運転状況に関わる各種情報の送受信、機器の運転状況に連動したメンテナンスや新規設備に関わる自動的な情報収集と発注等の自動処理等のサービス行為に対して、契約者に所定の料金を課金することも出来る。
【0040】
上述の故障予測情報を出力させるCPUはデータ蓄積量が増える程、機器の稼働状態に係わる判定精度が向上する自己学習方式を用いた故障予測システムを用いることを可とする。又、日報、月報といった期間で集計するデータの発行もデータの蓄積機器とデータ計算・解析・判定機能に負うところが大きい。
【0041】
【発明の効果】
本発明の産業用機器の遠隔監視システム及びその装置の効果を以下に列挙する。
1)機器の運転状況に関する日報、月報といった報告書の作成、発行が自動的に行われ、機器管理者の労力や、機器管理コストを軽減できる。
2)機器の運転状態と故障状況に関して蓄積したデータベースをもとに、中長期的なスパンで故障予測を行うことができ、突発的な機器の故障による生産ラインの停止といった不測の事態を回避することができ、結果として生産コストの削減につながる。
3)機器の故障状態と連動して、メンテナンスや新規機器に関する情報が自動的に収集され、収集した情報に基づいて修理依頼、部品発注業務が実行されるため、機器管理業務と管理コストが削減できる。
【図面の簡単な説明】
【図1】本発明の1形態例である産業用機器の遠隔監視システム及びその装置の全体的な系統図である。
【図2】本発明の産業用機器の遠隔監視システム及びその装置が適用されている通信系の1形態例を示す系統図である。
【図3】本発明の産業用機器の遠隔監視システムおよびその装置に適用される他の通信系の1形態例を示す系統図である。
【図4】本発明のシステム動作説明用のフローチャートである。
【符号の説明】
1‥‥監視対象機器、2‥‥センサ素子、3‥‥プリアンプ、4‥‥無線送受信機、5‥‥アンプ、10‥‥マイクロコンピュータ(CPU1 )、11,18‥‥メモリ、13‥‥送受信機、17‥‥マイクロコンピュータ(CPU2 )、21‥‥機器管理者、25‥‥PHS送受信機、26‥‥ターミナル、27‥‥中継器、28‥‥PBX、29‥‥総合監視システム、30‥‥通信回線、30a‥‥公衆回線(インターネット)、31‥‥契約者の保有する情報端末装置、32‥‥メンテナンス業者等のWebサイト、33‥‥PHS端末、34‥‥公衆PHS回線、35‥‥公衆ISDN回線、36‥‥DSU、37‥‥ターミナルアダプタ
[0001]
BACKGROUND OF THE INVENTION
The present invention relates to a remote monitoring system for industrial equipment and a remote monitoring device thereof, and in particular, transmits data information and failure prediction information related to the operation status of the equipment and simultaneously transmits information related to equipment repair and purchase. The present invention relates to a remote monitoring system and a remote monitoring device for industrial equipment which are intended to improve the convenience of equipment managers.
[0002]
[Prior art]
Conventionally, various proposals have been made regarding remote monitoring of industrial equipment. For example, in Japanese Patent Laid-Open No. 11-168869, if there is an abnormality in equipment, a notification is made to the terminal device side via an analog telephone network via an automatic notification device. In order to prevent a high price if the number of notifications repeats as the distance from the automatic notification device to the terminal device increases, the Internet is used as a communication means after the access point and only requires a call fee determined by a contract with the provider An automatic notification device configured to transmit abnormality information or the like is disclosed.
[0003]
Japanese Patent Application Laid-Open No. 11-177576 discloses a monitoring system that performs data transmission / reception between a monitoring control device and a monitored control device via a communication cable, and monitors target equipment in the monitored control device. In order to reduce the communication cable cost and the like, a wireless monitoring system is disclosed in which transmission and reception are performed between a monitored device and a monitoring device that operates and manages a monitoring facility via a wireless communication line.
[0004]
Further, JP-A-11-266328 discloses an automatic notification system. This automatic notification system is a device that reports abnormal states detected by various sensors in order to monitor the status of each equipment installed on the site of the monitored equipment, such as unmanned robot factory equipment, and is a terminal of the monitoring center in advance. In accordance with the data set in the above, an automatic notification device that reads out data of an area to be referred to by the blog programmable controller, compares it with a determination standard, and automatically reports when it is determined to be abnormal is shown.
[0005]
[Problems to be solved by the invention]
As shown in the above-mentioned conventional publication, monitoring systems and monitoring devices that monitor abnormal states of industrial equipment and facilities and automatically transmit abnormal data information to the monitoring center have been demonstrated. However, nothing has been reported yet for the convenience of the administrator on the monitoring center side by transmitting transmission data as shown in the following items.
[0006]
(1) Compile the monitoring data in a daily report, weekly report, etc., and report the operating status of the equipment / equipment to the administrator.
(2) Based on the monitoring data, the failure prediction information of the monitoring target device is reported to the administrator in advance.
(3) Based on the monitoring data, when the failure prediction information of the monitoring target device is reported to the administrator in advance, the maintenance information of the monitoring target device and the device product information are simultaneously reported.
(4) When an attempt is made to repair or purchase a device based on the above maintenance information or device product information received by the administrator, the repair request information or product quotation request information is automatically displayed as a repair agent or device. It is sent to the seller.
(5) Billing for acts of (1) to (4)
That is, in the monitoring of the operating status of the industrial equipment remote monitoring device, it is difficult to grasp the operating status of the equipment / equipment as a whole by reporting only the abnormal state, the time of occurrence, etc.
[0008]
Further, there is a problem that the response when the monitored device suddenly causes an accident is delayed when the failure prediction information is not reported in advance.
[0009]
Furthermore, if maintenance information and device product information for monitored devices are not reported, it is not only possible to quickly respond to device repairs and purchases, but also troublesome product requests for requests and repairs at the time of repair requests and purchases. There was a problem that repair, purchase, and billing of remote monitoring target devices / equipment could not be performed quickly and accurately.
[0010]
The present invention has been made to solve the above problems, and the problem to be solved by the invention is that the administrator receives the above-mentioned various data, and the benefits and services received by the device administrator and the service. The present invention provides a system and an apparatus with improved convenience for consideration expenditure.
[0011]
[Means for Solving the Problems]
The present invention according to claim 1 relates to data relating to the operating state of industrial equipment / equipment detected by a sensor disposed in the vicinity of the industrial equipment / equipment or at least one of a wired line or a wireless line. In a remote monitoring system for industrial equipment that is sent to the manager of industrial equipment / equipment via a line, the sensor detects data related to the operational status of the industrial equipment / equipment and measures the operational status. When the value does not exceed the predetermined threshold, the monitoring result data is transmitted every first time. When the value exceeds the predetermined threshold, the monitoring result data is transmitted every second time shorter than the first time. In the state where the monitoring result data is transmitted every second time and when the abnormal state is detected continuously for a predetermined number of times by the sensor, the failure prediction information of the industrial device / equipment is transmitted, and the second Monitor every third time shorter than the hour Sends the result data, the pre-failure prediction information of said product industry for equipment and facilities based on the data relating to the operating state detected by the sensor and reported to the administrator, industrial equipment and facilities of the operation that was further detected The present invention provides a remote monitoring system for industrial equipment characterized in that comprehensive data information obtained by integrating data relating to a state over a predetermined period such as daily report or weekly report is reported to an administrator .
[0012]
The present invention according to claim 2 is an industrial equipment remote monitoring system according to claim 1, wherein the administrator is automatically charged according to the usage of the remote monitoring system.
[0013]
The present invention according to claim 3 reports the maintenance information of industrial equipment / facility and / or equipment product information at the same time when prior failure information is reported to the manager. The remote monitoring system for industrial equipment according to Item 2.
[0014]
According to the fourth aspect of the present invention, when an attempt is made to repair a device or purchase a device based on maintenance information and / or device product information received by an administrator, repair request information and product quotation request information are automatically provided. The remote monitoring system for industrial equipment according to claim 3, wherein the remote monitoring system is sent to a repair shop or equipment sales dealer.
[0015]
In the present invention according to claim 5, the operation data relating to the operating state of the industrial equipment / equipment is detected by the monitored means by the sensor disposed in the vicinity of the industrial equipment / equipment, or the wired line or the wireless line. In a remote monitoring device for industrial equipment that transmits operational data to the monitoring means on the manager side of the industrial equipment / facility via at least one or more lines, the sensor relates to the operating status of the industrial equipment / facility. When the data is detected and the measured value of the operating state does not exceed the predetermined threshold, the monitoring result data is transmitted every first time. When the measured value exceeds the predetermined threshold, it is shorter than the first time. In the state where monitoring result data is transmitted every second time and monitoring result data is transmitted every second time, when an abnormal state is detected continuously for a predetermined number of times by the sensor, Send failure prediction information, second time Remote transmits a short third monitoring result data every time, the sensor has an overall data information creation means comprehensive period of daily, weekly, etc. data information relating to the operating state of the industrial equipment and facilities detected Thus, the industrial data remote monitoring apparatus is characterized in that the total data information obtained by the total data information creating means is transmitted to the manager side of the monitoring means.
[0016]
In the present invention according to claim 6, the operation data relating to the operating state of the industrial equipment / equipment is detected by the monitored means by the sensor disposed in the vicinity of the industrial equipment / equipment, or the wired line or the wireless line. In a remote monitoring device for industrial equipment that transmits operational data to the monitoring means on the manager side of the industrial equipment / facility via at least one or more lines, the sensor relates to the operating status of the industrial equipment / facility. When the data is detected and the measured value of the operating state does not exceed the predetermined threshold, the monitoring result data is transmitted every first time. When the measured value exceeds the predetermined threshold, it is shorter than the first time. In the state where monitoring result data is transmitted every second time and monitoring result data is transmitted every second time, when an abnormal state is detected continuously for a predetermined number of times by the sensor, Send failure prediction information, second time Remote transmits a short third monitoring result data every time, has a failure prediction creating means for creating a pre-failure prediction information industrial equipment and equipment based on the operation data relating to the operating condition detected by the sensor, This is a remote monitoring device for industrial equipment, characterized in that prior failure prediction information obtained by this failure prediction information creating means is transmitted to the manager side.
[0017]
According to the industrial equipment remote monitoring system and the apparatus thereof according to claims 1 to 6, a report such as a daily report and a monthly report on the operation status of the equipment is automatically created and issued, and the labor of the equipment manager , Equipment management costs can be reduced. In addition, it is possible to predict failures over a medium to long-term span based on a database accumulated on the operating status and failure status of equipment, avoiding unforeseen circumstances such as production line shutdowns due to sudden equipment failures. Can result in reduced production costs. In addition, information related to maintenance and new equipment is automatically collected in conjunction with the failure status of equipment, and repair requests and parts ordering work are executed based on the collected information, reducing equipment management work and management costs. The effect that can be produced.
[0018]
DETAILED DESCRIPTION OF THE INVENTION
Hereinafter, one embodiment of the present invention will be described in detail with reference to FIG. FIG. 1 is a system diagram showing the overall configuration of a remote monitoring system for industrial equipment.
[0019]
In FIG. 1, reference numeral 1 is a device to be monitored, such as a factory, plant machine, unmanned robot factory facility, refrigeration facility, boiler facility, water supply facility, building disaster prevention facility, unmanned contract machine, substation, power plant facility, etc. These constitute monitored equipment / equipment.
[0020]
A sensor element 2 is attached to the monitored device 1 on the monitored means 22 side. Alternatively, the detection signal of the sensor element 2 disposed in the vicinity of the monitoring target device (hereinafter referred to as device) 1 is supplied to the transceiver 4 in the detection means 5 through the preamplifier 3 in the detection means 5. The signal is received by the antenna 7 on the side of the signal amplifier 8 disposed in the vicinity of the device 1 via the antenna 6.
[0021]
The above configuration shows a configuration in the case where a sufficient output signal can be obtained from the preamplifier 3. Usually, as indicated by a virtual line, the sensor element 2 → the preamplifier 3 → the signal amplifier 8 is configured to transmit a signal by wire. Is done.
[0022]
An analog signal from the signal amplifier 8 is converted into digital data through an ADC (analog-digital converter) in an interface (I / F) 9 and is mounted on a microcomputer (hereinafter referred to as CPU 1 ) 10 or It is stored in synchronization with the time signal calculating unit (ALU) or the like occurs ROM is normally incorporated in the CPU 1 10 in a pre-specified sampling time the CPU 1 10, in the memory 11 such as RAM. And a display unit such as CRT is not operated unit 12 and shown such as a keyboard to CPU 1 10. The output data of the CPU 1 10 is output to the transceiver 13.
[0023]
The digital output data from the CPU 1 10 is supplied to the transceiver 13 in the form of analog or digital. In order to perform analog conversion, the signal is supplied to the analog transmitter / receiver 13 via an ADC (analog-digital converter) or the like (not shown), and the monitoring signal information on the monitored means 22 side via the antenna 14 is supplied to the monitoring means 23 side. The signal is transmitted as radio signal information to the antenna 15 on the transceiver 16 side through a communication line 30 such as PHS.
[0024]
Alternatively, it is digitally transmitted to the communication terminal device 16 'via a communication line 30 that forms a wired line such as the Internet.
[0025]
Monitoring signal information transmitted to the transmitter 16 or the communication terminal device 16 'of the monitoring unit 23 side through the CPU 1 10 of the monitoring unit 22 side with a real-time or some time delay, the transceiver 16 or communication terminal device 16 'and stored in a memory 18 such as a ROM or RAM that the CPU 2 17 normally has via a microcomputer 17 (hereinafter referred to as CPU 2 ). The CPU 2 17 has an operation unit 19 such as a keyboard and a display unit 12 such as a CRT or LCD.
[0026]
In some cases, the monitoring communication information may be directly transmitted via a mobile phone or a personal digital assistant (PDA) 24 owned by the administrator 21.
[0027]
When the monitoring signal information stored in the memory 11 is determined on the basis of the failure criterion software monitored device 1 which has been previously installed on the CPU 1 10 is numerical processing in CPU 1 10 is in the failure state If the operation is continued in the future, failure prediction information such as when a failure will occur is transmitted.
[0028]
Monitoring signal information and failure information of the monitored device 1 is linked to CPU 2 17 and memory 18, failure prediction information of each of the monitored device 1 is updated daily, highly accurate failure prediction information is achieved ing. The monitoring target device 1 of the daily report creation period reports, such as weekly also carried out by these CPU 2 17.
[0029]
In addition, when transmitting the failure prediction information to the administrator, the maintenance information and device product information of the monitoring target device 1 are simultaneously reported, but the maintenance information and device product information associated with each of the monitoring target devices 1 are It is managed by the CPU 2 17 and is reported to the administrator 21 via the communication line 30 such as the Internet. When each information is newly updated, the updated information is collected via the Internet or the like and stored in the memory 18. To be recorded. When the administrator 21 accesses the maintenance information and product device information transmitted from the administrator 21, a home page on which the maintenance information and product device information is posted is displayed on the information terminal device 24 such as a PDA owned by the administrator 21. The administrator 21 can access the information desired.
[0030]
FIG. 2 shows a communication system in another embodiment in which the remote monitoring system of the present invention is applied to a self-operated local PHS (Personal Handyphone System). The sensor element 2 is provided with a signal amplifier 8 and a PHS transceiver 25 that transmits the amplified signal. The PHS transceiver 25 transmits signals to terminals 26 installed at various locations on the premises. A signal from each terminal 26 is transmitted to a PBX (Private Branch Exchange) 29 via a repeater 28. A general monitoring processing system 29 that executes processing such as data monitoring, collection, recording, analysis, and material creation is connected to the PBX 28 on the premises. Further, the PBX 28 is connected to the PHS terminal 33 owned by each person via the repeater 27 and the terminal 26. Further, when a public line 30a such as the Internet is connected to the general monitoring system 29, and monitoring signal information measured by a sensor element is distributed to the information terminal device 31 such as a personal computer owned by the contractor via the public line 30a. There is also. Furthermore, it is configured to connect to a Web site 30a operated by a maintenance company or an equipment company via a public line 30a, and automatically obtain and distribute information on maintenance of the monitored device 1 and new products.
[0031]
FIG. 3 shows a system diagram of a communication system in another embodiment in which the remote monitoring system of the present invention is applied to a public PHS. The sensor element 2, the signal amplifier 8, the PHS transmitter / receiver 25 for transmitting the amplified signal, the terminals 26 installed at various locations on the premises, and the repeater 27 are the same as in FIG. 2, and are connected from the repeater 27 to the public PHS line 34. To do. The monitoring signal information is transmitted to a DSU (Digital Service Unit) 36 directly from the public PHS line 34 or via the public ISDN line 35. Further, the monitoring signal information and various data from the comprehensive monitoring system 29 detailed in FIG. 2 are transmitted via the terminal adapter 37. When reporting directly to the contractor's PHS terminal device 31 from the public PHS line 34, or when reporting to the information terminal device 31 owned by the contractor via the public ISDN line 35 and the Internet line 30a, and further In some cases, after the information is comprehensively analyzed and judged by the monitoring system 29, the information is issued to the information terminal 31 of the contractor. It is connected to a website 32 operated by a maintenance company or equipment company through a public line 30a such as the Internet, and is configured to automatically obtain and distribute information on maintenance of the monitored device 1 and new products. This is the same as FIG.
[0032]
Hereinafter, based on FIG. 3, the operation in the case of monitoring the failure and the operating state of the motor in the factory line will be described. For example, 80 motors are operating in the business site owned by the contractor. In this case, a failure of one motor leads to a stop of the entire line. Must be detected and switched to a substitute motor. For this reason, the sensor elements 2 are installed in all 80 motors each assigned a management number. In each motor, the temperature of the bearing portion and the vibration state of the rotating shaft are constantly measured, and the measurement data is stored in a memory (not shown) attached to the sensor element 2 (FIG. 4, first step ST 1 ).
[0033]
The operating state of the motor is classified into a normal state, a transition state, and an abnormal state. A threshold value is set for each level for both temperature and vibration and is compared with the measured value (second step ST 2 ). When the measurement results of both the temperature and vibration state are in a normal state, such as NO in the third step ST 3 , the measurement results are sent to the general monitoring system 29 once an hour from the sensor element 2 attached to each motor. It is transmitted (fourth step ST 4 ).
[0034]
Temperature and any measurement result of the vibration state exceeds the threshold value in the normal state as in YES of the third step ST 3, upon entering the transition state (abnormal state), the transmission of the measurement result is once every 10 minutes (fifth step ST 5). When the measurement result transmitted once every 10 minutes is in the transition state three times in succession (sixth step ST 6 ), the general monitoring system 29 warns that the corresponding motor needs to be inspected. Is transmitted (seventh step ST 7 ). When the warning is sent, the person in charge goes to the motor installation location for on-site observation and emergency repair of the motor operation (8th step ST 8 ), and the transmission of the measurement result is once per minute. up (ninth step ST 9).
[0035]
A simple response such as a lubricating oil supply, when the operating state of the motor returns to the normal state (YES in the tenth step ST 10), the transmission of the fourth is returned to the step ST 4 measurement results once / Return to 1 hour. If the operation state does not recover due to the emergency repair of the person in charge and the measurement result changes from the transition state to the abnormal state, an alarm is transmitted from the general monitoring system 29 to the information terminal 33 such as PHS carried by the person in charge. Then, switching to an alternative motor for replacement is performed (12th step ST 12 ).
[0036]
Note that calling or warning or alarm, changing the measurement conditions with the change in the operating state of the motor is performed by the firmware written in the ALU of CPU 1 10 incorporated in the monitoring unit 22 side, i.e. Overall It is also possible to send a measurement condition change command directly from the monitored means 22 instead of the monitoring system 29. When the replacement motor is replaced (12th step ST 12 ), the operation state of the replacement motor is confirmed (14th step ST 14 ). In this initial operation state, transmission is performed once per minute (13th step). ST 13 ). After that, in order to correct or replace the abnormally operating motor, it is connected to the Web site 32 of the supplier in charge through the general monitoring system 29, and processing such as ordering repaired products, requesting repairs, and requesting new product quotes is executed. (15th step ST 15 ).
[0037]
In the comprehensive monitoring system 29, based on the measurement results sequentially transmitted from the sensor elements 2 attached to the respective motors, the above-mentioned warnings, warnings, and results after repair are combined into daily reports, It is a system that automatically creates a monthly report and transmits it via the Internet or the like (16th step ST 16 ).
[0038]
In addition, the measurement results and failure information accumulated over a long period of time in the integrated monitoring system are accumulated as a database. By comparing the measurement results sequentially transmitted from the sensor element 2 with this database, the determination is made in the medium to long term. Failure prediction information is created.
[0039]
Report creation and transmission, creation and transmission of failure prediction information, transmission and reception of various information related to operation status, maintenance linked to device operation status, automatic collection and ordering of new equipment, etc. It is also possible to charge a predetermined fee to the contractor for service activities such as automatic processing.
[0040]
The CPU that outputs the above-described failure prediction information can use a failure prediction system that uses a self-learning method in which the determination accuracy related to the operating state of the device improves as the data storage amount increases. In addition, the issuance of data to be aggregated during periods such as daily reports and monthly reports is largely dependent on data storage equipment and data calculation / analysis / determination functions.
[0041]
【The invention's effect】
The effects of the remote monitoring system for industrial equipment and its apparatus according to the present invention are listed below.
1) A report such as a daily report and a monthly report on the operation status of the apparatus is automatically created and issued, and the labor of the apparatus manager and the apparatus management cost can be reduced.
2) Based on the accumulated database on the operation status and failure status of equipment, it is possible to predict failures over a medium to long term span, avoiding unforeseen situations such as production line shutdowns due to sudden equipment failures. Can result in reduced production costs.
3) In conjunction with the failure status of equipment, information on maintenance and new equipment is automatically collected, and repair requests and parts ordering work are executed based on the collected information, reducing equipment management work and management costs. it can.
[Brief description of the drawings]
FIG. 1 is an overall system diagram of an industrial equipment remote monitoring system and apparatus according to an embodiment of the present invention.
FIG. 2 is a system diagram showing an example of a communication system to which the industrial equipment remote monitoring system of the present invention and its apparatus are applied.
FIG. 3 is a system diagram showing one example of another communication system applied to the industrial equipment remote monitoring system of the present invention and its apparatus;
FIG. 4 is a flowchart for explaining the system operation of the present invention.
[Explanation of symbols]
DESCRIPTION OF SYMBOLS 1 ... Monitored device, 2 ... Sensor element, 3 ... Preamplifier, 4 ... Wireless transceiver, 5 ... Amplifier, 10 ... Microcomputer (CPU 1 ), 11, 18 ... Memory, 13 ... Transmitter / receiver, 17 ... microcomputer (CPU 2 ), 21 ... device manager, 25 ... PHS transmitter / receiver, 26 ... terminal, 27 ... repeater, 28 ... PBX, 29 ... total monitoring system, 30 ... Communication line, 30a ... Public line (Internet), 31 ... Information terminal device owned by contractor, 32 ... Web site of maintenance company, 33 ... PHS terminal, 34 ... Public PHS line, 35 ... Public ISDN line, 36 ... DSU, 37 ... Terminal adapter

Claims (6)

産業用機器・設備或はその近傍に配置されたセンサが検出した該産業用機器・設備の稼働状態に係わるデータを、有線回線或は無線回線の少なくとも1つ以上の回線を介して該産業用機器・設備の管理者に対して送信する産業用機器の遠隔監視システムに於いて、
上記センサが上記産業用機器・設備の稼働状態に係わる上記データを検出して、稼働状態の計測値が所定の閾値を超えてない場合に、第1の時間ごとに監視結果データを送信し、上記所定の閾値を超えた場合に、第1の時間より短い第2の時間ごとに監視結果データを送信し、
上記第2の時間ごとの監視結果データの送信を行う状態で、上記センサで所定回連続して異常状態を検出した場合に、上記産業用機器・設備の故障予測情報を送信し、上記第2の時間よりも短い第3の時間ごとに監視結果データを送信し、
記センサで検出した該稼働状態に係わるデータに基づいた該産業用機器・設備の事前の故障予測情報を上記管理者に対して報告し、さらに検出した上記産業用機器・設備の稼働状態に係わる上記データを日報、週報等の所定期間で総合した総合データ情報を上記管理者に対して報告することを特徴とする産業用機器の遠隔監視システム。
Data relating to the operating state of the industrial equipment / equipment detected by the industrial equipment / equipment or a sensor disposed in the vicinity thereof is transmitted to the industrial equipment via at least one or more of a wired line or a wireless line. In the remote monitoring system for industrial equipment that is sent to the manager of equipment and facilities,
When the sensor detects the data related to the operating state of the industrial equipment / equipment, and the measured value of the operating state does not exceed a predetermined threshold, the monitoring result data is transmitted every first time, When the predetermined threshold is exceeded, the monitoring result data is transmitted every second time shorter than the first time,
In the state where the monitoring result data is transmitted every second time, when the abnormal state is detected continuously by the sensor a predetermined number of times, failure prediction information of the industrial equipment / facility is transmitted, and the second Send the monitoring result data every third time shorter than
A pre-failure prediction information of said product industry for equipment and facilities based on the data relating to the operating state detected by the above Symbol sensor to report with respect to the administrator, to further detect the operating state of the industrial equipment and facilities A remote monitoring system for industrial equipment, characterized in that comprehensive data information obtained by integrating the related data in a predetermined period such as daily report or weekly report is reported to the administrator .
前記遠隔監視システムの使用形態に応じて前記管理者に自動的に課金されることを特徴とする請求項1記載の産業用機器の遠隔監視システム。  2. The remote monitoring system for industrial equipment according to claim 1, wherein the administrator is automatically charged according to a usage pattern of the remote monitoring system. 前記事前の故障情報を前記管理者に対して報告する際に前記産業用機器・設備のメンテナンス情報又は/及び機器製品情報を同時に報告することを特徴とする請求項1又は請求項2記載の産業用機器の遠隔監視システム。  3. The maintenance information or / and the equipment product information of the industrial equipment / facility are simultaneously reported when the prior failure information is reported to the manager. Remote monitoring system for industrial equipment. 前記管理者が受信した前記メンテナンス情報又は/及び前記機器製品情報に基づいて機器の修理、機器の購入を実行しようとした場合に自動的に修理依頼情報や製品見積依頼情報が修理業者や機器販売業者に発信されることを特徴とする請求項3記載の産業用機器の遠隔監視システム。  When an attempt is made to repair a device or purchase a device based on the maintenance information or / and the device product information received by the administrator, repair request information or product quotation request information is automatically displayed as a repair agent or device sales. The remote monitoring system for industrial equipment according to claim 3, wherein the remote monitoring system is transmitted to a contractor. 産業用機器・設備、或はその近傍に配したセンサにより該産業機器・設備の稼働状態に係わる稼働データを被監視手段で検出して、有線回線或は無線回線の少なくとも1つ以上の回線を介して該産業用機器・設備の管理者側の監視手段に該稼働データを送信する産業用機器の遠隔監視装置に於いて、
上記センサが上記産業用機器・設備の稼働状態に係わる上記データを検出して、稼働状態の計測値が所定の閾値を超えてない場合に、第1の時間ごとに監視結果データを送信し、上記所定の閾値を超えた場合に、第1の時間より短い第2の時間ごとに監視結果データを送信し、
上記第2の時間ごとの監視結果データの送信を行う状態で、上記センサで所定回連続して異常状態を検出した場合に、上記産業用機器・設備の故障予測情報を送信し、上記第2の時間よりも短い第3の時間ごとに監視結果データを送信し、
上記センサが検出した上記産業用機器・設備の稼働状態に係わる上記データ情報を日報、週報等の期間で総合した総合データ情報作成手段を有し、
上記総合データ情報作成手段によって得た該総合データ情報を上記監視手段の上記管理者側に送信する様に成したことを特徴とする産業用機器の遠隔監視装置。
Operational data related to the operating state of the industrial equipment / equipment is detected by the monitored means by a sensor disposed in the vicinity of the industrial equipment / equipment, and at least one line of a wired line or a wireless line is detected. In the industrial equipment remote monitoring device for transmitting the operation data to the monitoring means on the manager side of the industrial equipment / facility via
When the sensor detects the data related to the operating state of the industrial equipment / equipment, and the measured value of the operating state does not exceed a predetermined threshold, the monitoring result data is transmitted every first time, When the predetermined threshold is exceeded, the monitoring result data is transmitted every second time shorter than the first time,
In the state where the monitoring result data is transmitted every second time, when the abnormal state is detected continuously by the sensor a predetermined number of times, failure prediction information of the industrial equipment / facility is transmitted, and the second Send the monitoring result data every third time shorter than
Comprehensive data information creation means that integrates the data information related to the operational state of the industrial equipment / equipment detected by the sensor with a period of daily reports, weekly reports, etc.,
A remote monitoring apparatus for industrial equipment, wherein the total data information obtained by the total data information creating means is transmitted to the manager side of the monitoring means.
産業用機器・設備、或はその近傍に配したセンサにより該産業機器・設備の稼働状態に係わる稼働データを被監視手段で検出して、有線回線或は無線回線の少なくとも1つ以上の回線を介して該産業用機器・設備の管理者側の監視手段に該稼働データを送信する産業用機器の遠隔監視装置に於いて、
上記センサが上記産業用機器・設備の稼働状態に係わる上記データを検出して、稼働状態の計測値が所定の閾値を超えてない場合に、第1の時間ごとに監視結果データを送信し、上記所定の閾値を超えた場合に、第1の時間より短い第2の時間ごとに監視結果データを送信し、
上記第2の時間ごとの監視結果データの送信を行う状態で、上記センサで所定回連続して異常状態を検出した場合に、上記産業用機器・設備の故障予測情報を送信し、上記第2 の時間よりも短い第3の時間ごとに監視結果データを送信し、
上記センサで検出した該稼働状態に係わる稼働データに基づき該産業用機器・設備の事前の故障予測情報を作成する故障予測作成手段を有し、上記故障予測情報作成手段によって得た該事前の故障予測情報を上記管理者側に送信する様に成したことを特徴とする産業用機器の遠隔監視装置。
Operational data related to the operating state of the industrial equipment / equipment is detected by the monitored means by a sensor disposed in the vicinity of the industrial equipment / equipment, and at least one line of a wired line or a wireless line is detected. In the industrial equipment remote monitoring device for transmitting the operation data to the monitoring means on the manager side of the industrial equipment / facility via
When the sensor detects the data related to the operating state of the industrial equipment / equipment, and the measured value of the operating state does not exceed a predetermined threshold, the monitoring result data is transmitted every first time, When the predetermined threshold is exceeded, the monitoring result data is transmitted every second time shorter than the first time,
In the state where the monitoring result data is transmitted every second time, when the abnormal state is detected continuously by the sensor a predetermined number of times, failure prediction information of the industrial equipment / facility is transmitted, and the second Send the monitoring result data every third time shorter than
It has failure prediction creation means for creating advance failure prediction information of the industrial equipment / facility based on operation data related to the operation state detected by the sensor, and the advance failure obtained by the failure prediction information creation means A remote monitoring device for industrial equipment, wherein prediction information is transmitted to the manager side.
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