JP6659297B2 - プロセス制御システム内でのアナリティクスのためのストリーミングデータ - Google Patents
プロセス制御システム内でのアナリティクスのためのストリーミングデータ Download PDFInfo
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Description
本開示は、「BIG DATA IN PROCESS CONTROL SYSTEMS」と題され、2013年3月3日に出願された米国特許出願第13/784,041号、「METHOD AND APPARATUS FOR CONTROLLING A PROCESS PLANT WITH LOCATION AWARE MOBILE CONTROL DEVICES」と題され、2013年9月17日に出願された米国特許出願第14/028,785号、「COLLECTING AND DELIVERING DATA TO A BIG DATA MACHINE IN A PROCESS CONTROL SYSTEM」と題され、2014年2月6日に出願された米国特許出願第14/174,413号、「DISTRIBUTED BIG DATA IN A PROCESS CONTROL SYSTEM」と題され、2014年3月14日に出願された米国特許出願第14/212,493号、及び「DETERMINING ASSOCIATIONS AND ALIGNMENTS OF PROCESS ELEMENTS AND MEASUREMENTS IN A PROCESS」と題され、2014年3月14日に出願された米国特許出願第14/212,411号に関し、参照により各々の開示の全体が本明細書に組み込まれる。
Claims (32)
- プロセスプラントのプロセス制御システム内でデータを通信するための方法であって、
データストリームを送信すると共に、前記プロセス制御システムに含まれ、物理的材料もしくは製品を生成するために前記プロセスプラントでプロセスを制御するように動作可能な第1のデバイス内に、第1のメタデータの集合を記憶することであって、前記第1のメタデータの集合は、前記第1のメタデータの集合の1つ以上のソースのそれぞれのインスタンスのそれぞれの識別子を含み、前記それぞれの識別子の少なくともいくつかは、前記第1のデバイスによって割り当てられることを特徴とする、前記第1のメタデータの集合を記憶することと、
前記第1のデバイス内に、前記データストリームとして送信するためのデータであって、前記第1のデバイスによって生成され、前記第1のデバイスが前記プロセスを制御するように動作することの結果として各値が変化する1以上のパラメータの値の集合を含むデータの集合を記憶することと、
前記データストリームを受信すると共に前記第1のメタデータの集合を受信するように動作可能な第2のデバイスに前記第1のメタデータの集合を前記第1のデバイスから送信することと、
前記第2のデバイスに前記データストリームを送信することと、
前記第1のメタデータの集合を受信した後に、前記第2のデバイスにおいて前記データストリームを受信することと、
前記第1のメタデータの集合に従って、前記第2のデバイスにおいて、前記受信されたデータストリームを解析することと、を含む、前記方法。 - 前記第1のデバイスが、前記プロセスプラントに配置された1つ以上のフィールドデバイスに通信可能に接続され、前記プロセスプラントで前記プロセスを制御するように前記1つ以上のフィールドデバイスに制御信号を送信するように構成された制御装置であり、前記第2のデバイスが、ビッグデータ機器を備える、請求項1に記載の前記方法。
- 前記第1のデバイスの構成が変更される場合、前記第1のデバイスが、前記第1のメタデータの集合を自動的に更新する、請求項1または請求項2に記載の前記方法。
- 前記第2のデバイスにおいて、前記データストリーム内で、前記第1のメタデータ内にない識別子を識別することと、
前記第2のデバイスにおいて前記データストリームをキャッシュすることと、
前記第2のデバイスから、前記第1のデバイスまで、更新されたメタデータの集合を提供する要求を送信することと、
前記第1のデバイスにおいて、前記更新されたメタデータの集合を提供する前記要求を受信することと、
前記第1のデバイスから、前記第2のデバイスまで、前記更新されたメタデータの集合を送信することと、
前記第2のデバイスにおいて、前記更新されたメタデータの集合を受信することと、
前記第2のデバイスにおいて、前記更新されたメタデータの集合に従って、前記キャッシュされたデータストリームを解析することと、をさらに含む、請求項1〜請求項3の何れか1項に記載の前記方法。 - 前記第1のデバイス内で、構成変更を認識することと、
前記認識された構成変更に従って、前記メタデータを更新することと、
前記第1のデバイスから、前記第2のデバイスまで、前記更新されたメタデータを送信することと、
前記第2のデバイスにおいて、前記更新されたメタデータの集合を受信することと、
前記第1のデバイスから、前記第2のデバイスまで、前記データストリームを送信することであって、前記データストリームが、前記更新されたメタデータの集合に従って構成されることと、
前記更新されたメタデータの集合に従って、前記第2のデバイス内で、前記データストリームを解析することと、をさらに含む、請求項1〜請求項4の何れか1項に記載の前記方法。 - 前記データの集合に対して分析を実施して分析データを生成することをさらに含む、請求項1〜請求項5の何れか1項に記載の前記方法。
- 前記分析が、前記第1のデバイスにおいて実施され、前記分析データが、前記データストリームに追加される、請求項6に記載の前記方法。
- 前記データストリームがタイムスタンプを含む、請求項1〜請求項7の何れか1項に記載の前記方法。
- 前記データストリームが、複数の増分タイムスタンプを含み、各々の増分タイムスタンプが、前記データの集合内のデータの部分集合と関連付けられる、請求項8に記載の前記方法。
- 前記データストリームが、複数の識別子を含み、各々の識別子が、ブロック、モジュール、パラメータ、事象、またはアラームのうちの1つを識別する、請求項1〜請求項9の何れか1項に記載の前記方法。
- プロセスプラントのプロセス制御システム内でデータを通信するシステムであって、
請求項1〜請求項10の何れか1項の方法を実行するために協働する第1のデバイスと第2のデバイスとを備える、システム。 - プロセスプラントのプロセス制御システム内の装置であって、
プロセッサと、
データを前記装置に提供しているデータソースと、
1つ以上のデータソースのそれぞれのインスタンスから受信されたデータをバッファリングする、前記プロセッサ上で動作するキューイングルーチンであって、前記受信されたデータは、前記プロセスプラントのプロセスを制御する前記1つ以上のデータソースの前記それぞれのインスタンスの結果としてそれぞれの値が変化する1つ以上のパラメータの値の集合を含むことを特徴とする前記キューイングルーチンと、
前記プロセッサに通信可能に結合されて、メタデータの集合を記憶しているメモリであって、前記メタデータの集合は、前記1つ以上のデータソースの前記それぞれのインスタンスのそれぞれの識別子を含み、前記1つ以上のデータソースの前記それぞれのインスタンスの前記それぞれの識別子の少なくともいくつかは、前記1つ以上のデータソースの前記それぞれのインスタンスが動作するぞれぞれのデバイスによって割り当てられることを特徴とする、メモリと、
前記プロセッサ上で動作して、通信デバイスと協働するデータストリーミングルーチンであって、
前記記憶されたメタデータの集合を受信デバイスに送信することと、
前記記憶されたメタデータの集合に従って、前記バッファリングされたデータをデータストリームにアセンブルすることと、
前記データストリームを前記受信デバイスに送信することと、を行う、データストリーミングルーチンと、備える、前記装置。 - 前記装置が、前記プロセスプラントに配置された1つ以上のフィールドデバイスに通信可能に接続され、前記プロセスプラントでプロセスを制御するように前記1つ以上のフィールドデバイスに制御信号を送信するように構成された制御装置であり、
前記データソースが、1つ以上のプロセス制御デバイスを備え、前記1つ以上のプロセス制御デバイスの生成されたデータは、前記制御装置と前記装置の入力で受信され、前記データソースは、前記受信されたデータに基づいて少なくとも部分的に従って前記プロセスを制御するために前記プロセッサ上で動作する1つ以上のルーチンと、
前記プロセッサ上で動作して、前記1つ以上のプロセス制御デバイスから受信された前記データを収集する収集ルーチンと、をさらに備える、請求項12に記載の前記装置。 - 前記プロセッサ上で動作する前記データストリーミングルーチンが、
更新されたメタデータの要求を受信することと、
更新されたメタデータを生成またはダウンロードすることと、
更新されたメタデータの前記要求に応答して、更新されたメタデータを送信することと、を行うようにさらに動作可能である、請求項12または請求項13に記載の前記装置。 - 更新されたメタデータを受信または生成するように動作可能なメタデータ更新ルーチンをさらに含み、前記プロセッサ上で動作する前記データストリーミングルーチンが、
前記装置の構成の検出された変化に応答して、または更新されたメタデータの前記生成または受信に応答して、更新されたメタデータを送信することと、
前記データストリームを送り続けること、を行うようにさらに動作可能であり、前記更新されたメタデータが送られた後に送られたデータストリームが、前記更新されたメタデータに従って構成される、請求項12〜請求項14の何れか1項に記載の前記装置。 - 前記記憶されたメタデータの集合が、前記データストリームの構造を記述しているストリーム形式記述メタデータを含む、請求項12〜請求項15の何れか1項に記載の前記装置。
- 前記記憶されたメタデータの集合が、前記データストリームのコンテンツを記述しているデータ記述メタデータを含む、請求項12〜請求項16の何れか1項に記載の前記装置。
- 前記データストリームがタイムスタンプを含む、請求項12〜請求項17の何れか1項に記載の前記装置。
- 前記データストリームが、複数の増分タイムスタンプを含み、各々の増分タイムスタンプが、前記データ内のデータの部分集合と関連付けられる、請求項18に記載の前記装置。
- 前記データストリームが、複数の識別子を含み、各々の識別子が、ブロック、モジュール、パラメータ、事象、またはアラームのうちの1つを識別する、請求項12〜請求項19の何れか1項に記載の前記装置。
- プロセスプラントのプロセス制御システム内でビッグデータのストリーミング配信を受信するための装置であって、
プロセッサと、
前記プロセッサに通信可能に結合されたメモリと、
非一過性メモリデバイスと、
受信装置であって、
メタデータの集合を受信することであって、前記メタデータの集合は、1つ以上のデータソースのそれぞれのインスタンスのそれぞれの識別子と、前記1つ以上のデータソースの前記それぞれのインスタンスが動作するぞれぞれのデバイスによって割り当てられる前記1つ以上のデータソースの前記それぞれのインスタンスの前記それぞれの識別子の少なくともいくつかと、を含むことを特徴とする、前記受信することと、
物理的材料もしくは製品を生成するために前記プロセスプラントでプロセスを制御するように動作する前記1つ以上のデータソースの前記それぞれのインスタンスの結果としてそれぞれの値が変化する1つ以上のパラメータを有するデータを含むデータストリームを受信することと、
前記メタデータの集合に従って、前記データストリームを解析することと、
前記解析することに従って、前記データストリームに含まれる前記データを処理することと、
前記データストリームが前記メタデータの集合に従って解析され得る限り、データを受信及び処理し続けることと、
を行うように動作可能である、前記受信装置と、
を備える、前記装置。 - 前記装置が、ビッグデータを記憶するためのビッグデータ機器であり、前記非一過性メモリデバイスが、高忠実度データ記憶デバイスを備え、データを処理することが、前記高忠実度データ記憶デバイス内で前記データを記憶することを含む、請求項21に記載の前記装置。
- 前記受信装置が、
前記メタデータの集合に従って解析され得ない識別子を前記データストリーム内で識別することと、
前記データストリームをキャッシュすることと、
更新されたメタデータを提供する要求を送信することと、
前記更新されたメタデータを受信することと、
前記更新されたメタデータに従って、前記キャッシュされたデータストリームを解析することと、
前記解析することに従って、前記キャッシュされたデータストリームに含まれる前記データを処理することと、
前記データストリームを受信し続けることと、
前記更新されたメタデータに従って、前記続けられたデータストリームを解析することと、
前記続けられたデータストリームから前記データを処理することと、を行うようにさらに動作可能である、請求項21または請求項22に記載の前記装置。 - 前記受信装置が、
更新されたメタデータを受信することと、
前記データストリームを受信し続けることと、
前記更新されたメタデータに従って、前記受信され続けられた前記データストリームを解析することと、を行うようにさらに動作可能であり、
前記更新されたメタデータの後で受信された前記データストリームが、前記更新されたメタデータに従って解析され得、前記メタデータの集合に従っては解析され得ない、請求項21〜請求項23の何れか1項に記載の前記装置。 - 前記メタデータの集合が、前記データストリームの構造を記述しているストリーム形式記述メタデータを含む、請求項21〜請求項24の何れか1項に記載の前記装置。
- 前記メタデータの集合が、前記データストリームのコンテンツを記述しているデータ記述メタデータを含む、請求項21〜請求項25の何れか1項に記載の前記装置。
- 前記装置が、下流デバイスにビッグデータをストリーミング配信するように動作可能である、請求項21〜請求項26の何れか1項に記載の前記装置。
- 前記データストリーム内の前記データに対して分析を実施して、分析データを生成するように動作可能な分析モジュールをさらに備える、請求項21〜請求項27の何れか1項に記載の前記装置。
- 前記分析データが、前記非一過性メモリデバイス内で記憶される、請求項28に記載の前記装置。
- 前記データストリームがタイムスタンプを含む、請求項21〜請求項29の何れか1項に記載の前記装置。
- 前記データストリームが、複数の増分タイムスタンプを含み、各々の増分タイムスタンプが、前記データストリーム内のデータの部分集合と関連付けられる、請求項30に記載の前記装置。
- 前記データストリームが、複数の識別子を含み、各々の識別子が、ブロック、モジュール、パラメータ、事象、またはアラームのうちの1つを識別する、請求項21〜請求項31の何れか1項に記載の前記装置。
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