TWI438593B - System and method for remotely monitoring the scene of industry - Google Patents

System and method for remotely monitoring the scene of industry Download PDF

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TWI438593B
TWI438593B TW098111941A TW98111941A TWI438593B TW I438593 B TWI438593 B TW I438593B TW 098111941 A TW098111941 A TW 098111941A TW 98111941 A TW98111941 A TW 98111941A TW I438593 B TWI438593 B TW I438593B
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monitoring
data
computer
database server
monitoring data
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TW098111941A
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TW201037473A (en
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Chi Chih Wang
Bing-Yu He
Zhong-Dan Xu
Pan Fu
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Hon Hai Prec Ind Co Ltd
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    • YGENERAL TAGGING OF NEW TECHNOLOGICAL DEVELOPMENTS; GENERAL TAGGING OF CROSS-SECTIONAL TECHNOLOGIES SPANNING OVER SEVERAL SECTIONS OF THE IPC; TECHNICAL SUBJECTS COVERED BY FORMER USPC CROSS-REFERENCE ART COLLECTIONS [XRACs] AND DIGESTS
    • Y02TECHNOLOGIES OR APPLICATIONS FOR MITIGATION OR ADAPTATION AGAINST CLIMATE CHANGE
    • Y02PCLIMATE CHANGE MITIGATION TECHNOLOGIES IN THE PRODUCTION OR PROCESSING OF GOODS
    • Y02P90/00Enabling technologies with a potential contribution to greenhouse gas [GHG] emissions mitigation
    • Y02P90/02Total factory control, e.g. smart factories, flexible manufacturing systems [FMS] or integrated manufacturing systems [IMS]

Description

工業現場遠程監控系統及方法 Industrial site remote monitoring system and method

本發明涉及一種監控方法,尤其涉及一種工業現場遠端監控方法。 The invention relates to a monitoring method, in particular to an industrial field remote monitoring method.

隨著自動化智慧設備的普及,工業現場的規模變的日益龐大並且複雜。工業現場的工作人員難以及時瞭解工業現場的變化並採取相對應的措施,現場管理的維護成本也居高不下。因此,用於對工業現場設備進行監控的現場設備監控方法便應運而生。 With the popularity of automated smart devices, the scale of industrial sites has become increasingly large and complex. It is difficult for workers at the industrial site to keep abreast of changes in the industrial site and take corresponding measures. The maintenance costs of on-site management are also high. Therefore, field device monitoring methods for monitoring industrial field devices have emerged.

目前,習知的工業設備監控方法將現場設備的監控資料輸出到可編程邏輯控制器。在控制室終端,透過資料獲取軟體組態工業現場,採集可編程邏輯控制器中的監控資料,從而進行現場監控作業。但是,這要求監控終端必需安裝資料獲取軟體,並且工作人員必須到達控制室透過監控終端才能對工業現場設備進行監控,對監控環境要求過高。 Currently, conventional industrial equipment monitoring methods output monitoring data of field devices to a programmable logic controller. In the control room terminal, the software configuration industrial site is acquired through the data, and the monitoring data in the programmable logic controller is collected to perform on-site monitoring operations. However, this requires that the monitoring terminal must install the data acquisition software, and the staff must reach the control room to monitor the industrial field equipment through the monitoring terminal, and the monitoring environment requirements are too high.

鑒於以上內容,有必要提供一種工業現場遠端監控方法,可以透過遠端控制即時監控工業現場,並在工業現場出現異常時報警。 In view of the above, it is necessary to provide an industrial site remote monitoring method, which can monitor the industrial site in real time through remote control and alarm when an abnormality occurs in the industrial site.

一種工業現場遠端監控方法,該方法適用於一種工業現場遠端監控系統,該系統包括依次通信連接的可編程邏輯控制器、監控電 腦、資料庫伺服器、Web伺服器及至少一台監控終端,該方法包括如下步驟:(a)監控電腦從可編程邏輯控制器中採集現場設備的監控資料;(b)監控電腦將採集的監控資料傳送給資料庫伺服器;(c)監控電腦儲存採集的監控資料,以防止在監控電腦與資料庫伺服器間即時通信出現故障時丟失資料,並在監控電腦與資料庫伺服器間正常通信時,將儲存的監控資料傳送給資料庫伺服器;(e)資料庫伺服器將從監控電腦接收來的監控資料傳送到Web伺服器;(f)Web伺服器根據從資料庫伺服器接收來的監控資料分析現場設備及檢測參數是否出現異常;及(g)當有現場設備及/或檢測參數出現異常時,Web伺服器在監控畫面中將異常標示出來,並將異常資訊發送給對應的監控終端。 An industrial field remote monitoring method, which is applicable to an industrial field remote monitoring system, which comprises a programmable logic controller connected in turn, and a monitoring power Brain, database server, web server and at least one monitoring terminal, the method comprises the following steps: (a) monitoring the computer to collect monitoring data of the field device from the programmable logic controller; (b) monitoring the computer to collect The monitoring data is transmitted to the database server; (c) the monitoring computer stores the collected monitoring data to prevent data loss during the instant communication failure between the monitoring computer and the database server, and between the monitoring computer and the database server. During communication, the stored monitoring data is transmitted to the database server; (e) the database server transmits the monitoring data received from the monitoring computer to the web server; (f) the web server receives the data from the database server The monitoring data from the analysis analyzes whether the field device and the detection parameters are abnormal; and (g) when there is an abnormality in the field device and/or the detection parameters, the Web server will mark the abnormality in the monitoring screen and send the abnormal information to the corresponding Monitoring terminal.

相較於習知技術,所述工業現場遠端監控方法,透過遠端控制採集工業現場的相關資料,對所採集的資料進行遠端即時監控,並在工業現場出現異常時報警,提高了工作效率,降低了成本。 Compared with the prior art, the industrial site remote monitoring method collects relevant information of the industrial site through remote control, performs remote remote monitoring on the collected data, and raises an alarm when an abnormality occurs in the industrial site, thereby improving the work. Efficiency, reducing costs.

1‧‧‧現場設備 1‧‧‧Field equipment

2‧‧‧可編程邏輯控制器 2‧‧‧Programmable Logic Controller

3‧‧‧監控電腦 3‧‧‧Monitoring computer

4‧‧‧資料庫伺服器 4‧‧‧Database Server

5‧‧‧Web伺服器 5‧‧‧Web server

6‧‧‧監控終端 6‧‧‧Monitor terminal

30‧‧‧資料獲取與監視控制器 30‧‧‧Data acquisition and monitoring controller

32‧‧‧本地資料庫 32‧‧‧Local database

40‧‧‧即時資料表 40‧‧‧Instant data sheet

42‧‧‧歷史資料表 42‧‧‧Historical Data Sheet

S10‧‧‧監控電腦從可編程邏輯控制器中採集現場設備的監控資料 S10‧‧‧Monitoring computer collects monitoring data of field devices from programmable logic controller

S12‧‧‧監控電腦將所採集的監控資料儲存至本地資料庫和資料庫伺服器的即時資料表 S12‧‧‧Monitoring computer stores the collected monitoring data into the local data base and the real-time data table of the database server

S14‧‧‧所採集的監控資料是否成功儲存至即時資料表 Whether the monitoring data collected by S14‧‧ is successfully stored in the real-time data sheet

S16‧‧‧監控電腦將本地資料庫中的監控資料儲存至即時資料表 S16‧‧‧Monitoring computer stores the monitoring data in the local database to the real-time data sheet

S18‧‧‧資料庫伺服器將監控資料從即時資料表儲存至歷史資料表 S18‧‧‧Database server stores monitoring data from the real-time data sheet to the historical data sheet

S20‧‧‧資料庫伺服器將即時資料表中的監控資料傳送到Web伺服器 S20‧‧‧Database server transfers monitoring data from the instant data table to the web server

S22‧‧‧監控畫面中的監控資料是否出現異常 S22‧‧‧ Whether the monitoring data in the monitoring screen is abnormal

S24‧‧‧在監控畫面中將異常標示出來,並將異常資訊發送給對應的監控終端 S24‧‧‧ mark the abnormality in the monitoring screen and send the abnormal information to the corresponding monitoring terminal

圖1係本發明工業現場遠端監控系統較佳實施例的硬體架構圖。 1 is a hardware architecture diagram of a preferred embodiment of the industrial field remote monitoring system of the present invention.

圖2係本發明工業現場遠端監控方法較佳實施例的作業流程圖。 2 is a flow chart showing the operation of the preferred embodiment of the industrial field remote monitoring method of the present invention.

如圖1所示,係本發明工業現場遠端監控系統較佳實施例的硬體架構圖。該工業現場遠端監控系統主要硬體架構包括依次通信連接的至少一台現場設備1、可編程邏輯控制器(Programmable Logic Controller,PLC)2、監控電腦3、資料庫伺服器4、Web伺服器5及至少一台監控終端6。 1 is a hardware architecture diagram of a preferred embodiment of the industrial field remote monitoring system of the present invention. The main hardware architecture of the industrial remote monitoring system includes at least one field device, a programmable logic controller (PLC) 2, a monitoring computer 3, a database server 4, and a web server. 5 and at least one monitoring terminal 6.

所述的PLC 2與至少一台現場設備1相連。所述的PLC 2採用可編 程式的記憶體,在其內部儲存程式,利用程式將現場設備1的監控資料即時寫入該PLC 2。 The PLC 2 is connected to at least one field device 1. The PLC 2 is programmable The memory of the program, in which the program is stored, the program data of the field device 1 is immediately written to the PLC 2.

所述的監控電腦3包括一個資料獲取與監視控制器(Supervisory Control And Data Acquisition,SCADA)30及一個本地資料庫32。本地資料庫32用於儲存所採集的監控資料。資料獲取與監視控制器30用於採集PLC中所儲存的現場設備1的監控資料,並將從PLC中採集的監控資料傳送給本地資料庫32及資料庫伺服器4。 The monitoring computer 3 includes a data acquisition and monitoring controller (SCADA) 30 and a local database 32. The local database 32 is used to store the collected monitoring data. The data acquisition and monitoring controller 30 is configured to collect the monitoring data of the field device 1 stored in the PLC, and transmit the monitoring data collected from the PLC to the local database 32 and the database server 4.

所述的資料庫伺服器4用於儲存從資料獲取與監視控制器30傳送來的監控資料,並將傳送來的監控資料傳送給Web伺服器5。所述的資料庫伺服器4包括即時資料表40和歷史資料表42。所述的即時資料表40用於儲存當前從資料獲取與監視控制器30傳送來的監控資料,所述的歷史資料表42用於儲存所有從即時資料表40傳送來的監控資料。 The database server 4 is configured to store the monitoring data transmitted from the data acquisition and monitoring controller 30, and transmit the transmitted monitoring data to the web server 5. The database server 4 includes an instant data table 40 and a history data table 42. The real-time data table 40 is used to store the monitoring data currently transmitted from the data acquisition and monitoring controller 30, and the historical data table 42 is used to store all the monitoring data transmitted from the real-time data table 40.

所述的Web伺服器5與至少一個監控終端6相連。所述的Web伺服器5中儲存有所述現場設備1的監控畫面,該監控畫面包括所有現場設備1及其連接關係。所述的Web伺服器5將從資料庫伺服器4中接收的監控資料顯示在所儲存的現場設備1的監控畫面上,以供用戶查看。 The web server 5 is connected to at least one monitoring terminal 6. The web server 5 stores the monitoring screen of the field device 1 , and the monitoring screen includes all the field devices 1 and their connection relationships. The web server 5 displays the monitoring data received from the database server 4 on the monitoring screen of the stored field device 1 for viewing by the user.

以下是結合圖2所示作業流程圖闡述如何運用該工業現場遠端監控系統,實現工業現場遠端監控方法的內容。 The following is a description of how to use the industrial field remote monitoring system to realize the remote monitoring method of the industrial site in combination with the operation flow chart shown in FIG.

如圖2所示,係本發明工業現場遠端監控方法較佳實施例的作業流程圖。 2 is a flow chart of the operation of the preferred embodiment of the industrial site remote monitoring method of the present invention.

步驟S10,監控電腦3中的資料獲取與監視控制器30從PLC 2中採 集現場設備1的監控資料。所述監控資料包括現場設備1的運轉狀況和檢測參數。所述現場設備1的運轉狀況包括啟動狀態、關閉狀態及故障狀態。所述檢測參數根據現場設備1進行確定,不同的現場設備1有不同的檢測參數,例如:廢水自動化處理設備的檢測參數包括,但不限於,現場的PH值、化學需氧量、暫態流量及累計流量。 In step S10, the data acquisition and monitoring controller 30 in the monitoring computer 3 is taken from the PLC 2. Set monitoring data of field device 1. The monitoring data includes the operating conditions and detection parameters of the field device 1. The operating conditions of the field device 1 include an activated state, a closed state, and a fault state. The detection parameters are determined according to the field device 1. Different field devices 1 have different detection parameters. For example, the detection parameters of the automatic wastewater treatment equipment include, but are not limited to, the PH value, the chemical oxygen demand, and the transient flow rate at the site. And cumulative traffic.

步驟S12,監控電腦3將所採集的監控資料儲存至本地資料庫32和資料庫伺服器4的即時資料表40。監控電腦3將所採集的監控資料儲存至本地資料庫32,以防止在監控電腦3與資料庫伺服器4間即時通信出現故障時丟失資料,並在監控電腦3與資料庫伺服器4正常通信時,將儲存在本地資料庫32中的監控資料傳送給資料庫伺服器4。所述監控電腦3每間隔一定的時間對所採集的監控資料進行儲存,所述間隔的時間可根據需要自行設置,例如:每隔5秒將所採集的監控資料進行儲存。所述即時資料表40用於儲存當前從資料獲取與監視控制器30傳送來的監控資料。當有新的監控資料儲存至即時資料表40時,所述新的監控資料將覆蓋上一次所儲存的監控資料。 In step S12, the monitoring computer 3 stores the collected monitoring data to the local data database 32 and the real-time data table 40 of the database server 4. The monitoring computer 3 stores the collected monitoring data to the local database 32 to prevent data loss when the instant communication between the monitoring computer 3 and the database server 4 fails, and the monitoring computer 3 and the database server 4 communicate normally. The monitoring data stored in the local database 32 is transferred to the database server 4. The monitoring computer 3 stores the collected monitoring data every time interval, and the interval time can be set according to requirements, for example, the collected monitoring data is stored every 5 seconds. The real-time data table 40 is used to store the monitoring data currently transmitted from the data acquisition and monitoring controller 30. When new monitoring data is stored in the real-time data table 40, the new monitoring data will overwrite the last stored monitoring data.

步驟S14,資料庫伺服器4判斷所採集的監控資料是否成功儲存至即時資料表40中。當所採集的監控資料全部儲存至即時資料表40中時,判斷所採集的監控資料成功儲存至即時資料表40中;當所採集的監控資料沒有或部分儲存至即時資料表40中時,判斷所採集的監控資料沒有成功儲存至即時資料表40中。 In step S14, the database server 4 determines whether the collected monitoring data is successfully stored in the real-time data table 40. When all the collected monitoring data are stored in the real-time data table 40, it is judged that the collected monitoring data is successfully stored in the real-time data table 40; when the collected monitoring data is not or partially stored in the real-time data table 40, it is judged The collected monitoring data was not successfully stored in the real-time data table 40.

步驟S16,當所採集的監控資料沒有成功儲存至即時資料表40中時,監控電腦3將本地資料庫32中的監控資料儲存至即時資料表 40。當所述本地資料庫32中監控資料成功儲存至資料庫伺服器4的即時資料表時,所述監控電腦3自動清空本地資料庫32中的資料。 In step S16, when the collected monitoring data is not successfully stored in the real-time data table 40, the monitoring computer 3 stores the monitoring data in the local database 32 to the real-time data table. 40. When the monitoring data in the local database 32 is successfully stored in the real-time data table of the database server 4, the monitoring computer 3 automatically clears the data in the local database 32.

步驟S18,當所述監控資料成功儲存至即時資料表40中,資料庫伺服器4將所述監控資料從即時資料表40儲存至歷史資料表42。所述歷史資料表42用於儲存所有從即時資料表40傳送來的監控資料,以供用戶查看歷史記錄。所述資料庫伺服器4每隔一定的時間將即時資料表40中的監控資料儲存至歷史資料表42中,所述間隔的時間可根據需要自行設置,例如:每隔10分鐘將即時資料表40中的監控資料儲存至歷史資料表42中。 In step S18, when the monitoring data is successfully stored in the real-time data table 40, the database server 4 stores the monitoring data from the real-time data table 40 to the historical data table 42. The historical data table 42 is used to store all the monitoring data transmitted from the instant data table 40 for the user to view the history. The database server 4 stores the monitoring data in the real-time data table 40 into the historical data table 42 at a certain time. The interval time can be set according to requirements, for example, the real-time data table is displayed every 10 minutes. The monitoring data in 40 is stored in the historical data table 42.

步驟S20,資料庫伺服器4將即時資料表40中的監控資料傳送到Web伺服器5。所述Web伺服器5中儲存有現場設備1的監控畫面,Web伺服器5接收到監控資料後,將所述監控資料顯示在該監控畫面上。所述監控畫面上所顯示的資料根據即時資料表40中所更新的資料不斷變化,監控終端6可透過Web伺服器5流覽到所述監控畫面,對現場設備1的運轉狀況和檢測參數進行監控。 In step S20, the database server 4 transmits the monitoring data in the real-time data table 40 to the web server 5. The web server 5 stores a monitoring screen of the field device 1. After receiving the monitoring data, the web server 5 displays the monitoring data on the monitoring screen. The data displayed on the monitoring screen is continuously changed according to the data updated in the real-time data table 40, and the monitoring terminal 6 can browse the monitoring screen through the web server 5 to perform the operation status and the detection parameters of the field device 1. monitor.

步驟S22,Web伺服器5監控所述監控畫面中的監控資料是否出現異常。當現場設備處於啟動狀態或關閉狀態,及檢測參數處於預先設定的檢測參數正常範圍之內時,判斷所述監控畫面中的現場設備及檢測參數未出現異常;當現場設備處於故障狀態,及/或檢測參數不在預先設定的檢測參數正常範圍之內時,判斷所述監控畫面中的現場設備及檢測參數出現異常。 In step S22, the web server 5 monitors whether the monitoring data in the monitoring screen is abnormal. When the field device is in the startup state or the shutdown state, and the detection parameter is within the normal range of the preset detection parameter, it is determined that the field device and the detection parameter in the monitoring screen are not abnormal; when the field device is in a fault state, and / When the detection parameter is not within the normal range of the preset detection parameter, it is determined that the field device and the detection parameter in the monitoring screen are abnormal.

步驟S24,當所述監控畫面中的監控資料出現異常時,Web伺服器5在監控畫面中將異常標示出來,並將異常資訊發送給對應的監 控終端6。例如:當所述工業設備1或檢測參數出現異常時,將監控畫面中代表工業設備1的位置或檢測參數的資料標示為紅色,以警示相關工作人員儘快進行相對應的處理。所述監控畫面還可整合視頻監控,當所述監控畫面中出現異常時,點擊出現異常的位置,則可進入視頻監控畫面,即時顯示現場設備1的運作畫面。 Step S24, when the monitoring data in the monitoring screen is abnormal, the web server 5 marks the abnormality in the monitoring screen, and sends the abnormal information to the corresponding supervisor. Control terminal 6. For example, when the industrial equipment 1 or the detection parameter is abnormal, the information representing the position or the detection parameter of the industrial equipment 1 in the monitoring screen is marked as red to warn the relevant staff to perform the corresponding processing as soon as possible. The monitoring screen can also integrate video monitoring. When an abnormality occurs in the monitoring screen, clicking the abnormal position can enter the video monitoring screen to instantly display the operation screen of the field device 1.

綜上所述,本發明符合發明專利要件,爰依法提出專利申請。惟,以上所述者僅為本發明之較佳實施例,本發明之範圍並不以上述實施例為限,舉凡熟悉本案技藝之人士援依本發明之精神所作之等效修飾或變化,皆應涵蓋於以下申請專利範圍內。 In summary, the present invention complies with the requirements of the invention patent and submits a patent application according to law. The above is only the preferred embodiment of the present invention, and the scope of the present invention is not limited to the above-described embodiments, and equivalent modifications or variations made by those skilled in the art in light of the spirit of the present invention are It should be covered by the following patent application.

S10‧‧‧監控電腦從可編程邏輯控制器中採集現場設備的監控資料 S10‧‧‧Monitoring computer collects monitoring data of field devices from programmable logic controller

S12‧‧‧監控電腦將所採集的監控資料儲存至本地資料庫和資料庫伺服器的即時資料表 S12‧‧‧Monitoring computer stores the collected monitoring data into the local data base and the real-time data table of the database server

S14‧‧‧所採集的監控資料是否成功儲存至即時資料表 Whether the monitoring data collected by S14‧‧ is successfully stored in the real-time data sheet

S16‧‧‧監控電腦將本地資料庫中的監控資料儲存至即時資料表 S16‧‧‧Monitoring computer stores the monitoring data in the local database to the real-time data sheet

S18‧‧‧資料庫伺服器將監控資料從即時資料表儲存至歷史資料表 S18‧‧‧Database server stores monitoring data from the real-time data sheet to the historical data sheet

S20‧‧‧資料庫伺服器將即時資料表中的監控資料傳送到Web伺服器 S20‧‧‧Database server transfers monitoring data from the instant data table to the web server

S22‧‧‧監控畫面中的監控資料是否出現異常 S22‧‧‧ Whether the monitoring data in the monitoring screen is abnormal

S24‧‧‧在監控畫面中將異常標示出來,並將異常資訊發送給對應的監控終端 S24‧‧‧ mark the abnormality in the monitoring screen and send the abnormal information to the corresponding monitoring terminal

Claims (4)

一種工業現場遠端監控方法,該方法適用於一種工業現場遠端監控系統,該系統包括依次通信連接的可編程邏輯控制器、監控電腦、資料庫伺服器、Web伺服器及至少一台監控終端,該方法包括如下步驟:(a)監控電腦從可編程邏輯控制器中採集現場設備的監控資料;(b)監控電腦儲存採集的監控資料,並將採集的監控資料傳送給資料庫伺服器,資料庫伺服器判斷從監控電腦傳送來的監控資料是否成功儲存;(c)當從監控電腦傳送來的監控資料沒有成功儲存,且在監控電腦與資料庫伺服器正常通信時,監控電腦將儲存的監控資料傳送給資料庫伺服器,當從監控電腦傳送來的監控資料有成功儲存時,監控電腦自動清空所儲存的監控資料;(e)資料庫伺服器將從監控電腦接收來的監控資料傳送到Web伺服器;(f)Web伺服器根據從資料庫伺服器接收來的監控資料分析現場設備及檢測參數是否出現異常;及(g)當有現場設備及/或檢測參數出現異常時,Web伺服器在監控畫面中將異常標示出來,並將異常資訊發送給對應的監控終端。 An industrial field remote monitoring method, which is applicable to an industrial field remote monitoring system, which comprises a programmable logic controller, a monitoring computer, a database server, a web server and at least one monitoring terminal connected in sequence The method comprises the following steps: (a) monitoring the computer to collect the monitoring data of the field device from the programmable logic controller; (b) monitoring the computer to store the collected monitoring data, and transmitting the collected monitoring data to the database server, The database server determines whether the monitoring data transmitted from the monitoring computer is successfully stored; (c) when the monitoring data transmitted from the monitoring computer is not successfully stored, and the monitoring computer and the database server communicate normally, the monitoring computer will store The monitoring data is transmitted to the database server. When the monitoring data transmitted from the monitoring computer is successfully stored, the monitoring computer automatically clears the stored monitoring data; (e) the monitoring data received by the database server from the monitoring computer Transfer to the web server; (f) the web server analyzes the monitoring data received from the database server Equipment and testing parameters is abnormal; and (g) when there is an abnormality field devices and / or detection parameters occurs, the Web server will monitor screen in marked abnormalities, and transmits abnormality information to the corresponding monitoring terminal. 如申請專利範圍第1項所述的工業現場遠端監控方法,其中,所述資料庫伺服器包括即時資料表和歷史資料表,所述即時資料表用於儲存當前從監控電腦傳送來的監控資料,所述歷史資料表用於儲存所有從即時資料表傳送來的監控資料。 The industrial site remote monitoring method according to claim 1, wherein the database server comprises an instant data table and a historical data table, wherein the real-time data table is used for storing the monitoring currently transmitted from the monitoring computer. The historical data table is used to store all the monitoring data transmitted from the real-time data table. 如申請專利範圍第1項所述的工業現場遠端監控方法,其中,所述監控資料包括現場設備的運轉狀況和檢測參數,所述現場設備的運轉狀況包括 啟動狀態、關閉狀態及故障狀態。 The industrial site remote monitoring method according to claim 1, wherein the monitoring data includes an operating condition and a detection parameter of the field device, and the operating condition of the field device includes Start state, shutdown state, and fault state. 如申請專利範圍第1項所述的工業現場遠端監控方法,其中,所述異常是指所述現場設備處於故障狀態,或者,所述檢測參數不在預先設定的檢測參數的正常範圍之內。 The industrial site remote monitoring method according to claim 1, wherein the abnormality means that the field device is in a fault state, or the detection parameter is not within a normal range of the preset detection parameter.
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US11640152B2 (en) 2017-09-28 2023-05-02 Siemens Aktiengesellschaft Method and device for providing service for a programmable logic controller
WO2019127501A1 (en) * 2017-12-29 2019-07-04 西门子公司 Anomaly detection method and system for process instrument, and storage medium
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