TWI703530B - System and method for monitoring and controlling water dsitribution network - Google Patents

System and method for monitoring and controlling water dsitribution network Download PDF

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TWI703530B
TWI703530B TW106123643A TW106123643A TWI703530B TW I703530 B TWI703530 B TW I703530B TW 106123643 A TW106123643 A TW 106123643A TW 106123643 A TW106123643 A TW 106123643A TW I703530 B TWI703530 B TW I703530B
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distribution network
water
data
monitoring
unit
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TW106123643A
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TW201909094A (en
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李韋承
劉一鳴
曾煥然
陳素瑩
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中華電信股份有限公司
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Abstract

The invention provides a system and method for monitoring and controlling a water distribution network comprising: a plurality of monitoring apparatuses that transmit information acquired from monitoring to a control unit of the distribution network for transmitting the same to a data processing and storage unit for processing and generating real-time data and historical data; a data analysis and exploring unit that retrieves the historical data from the data processing and storage unit for establishing analysis rules and acquiring the real-time data to be analyzed accordingly, and notifies the control unit of any water leakage points when it is detected from the analysis result so as to generate a system event for transmitting to an abnormality processing unit, thereby issuing an abnormality notice or generating a record of abnormality accordingly.

Description

用於輸配水網之監控系統及方法 Monitoring system and method for water transmission and distribution network

本發明係關於一種監控技術,詳而言之,係關於一種用於輸配水網之監控系統及方法。 The present invention relates to a monitoring technology, in particular, to a monitoring system and method for a water transmission and distribution network.

隨著時代文明的進步,人類生活與生產仰賴大量資源的使用,其中水是最重要的資源。現代人的生活無時無刻不在使用各種資源及能源,我們每天的食衣住行育樂也無一不與水資源息息相關。除了希望能在有限的資源下,做到最高效率的利用,達到節約的效果,也為了追求更優質及便利的生活品質,對於有效使用的議題,一直以來都是人們研究努力的目標。 With the progress of civilization, human life and production depend on the use of a large number of resources, of which water is the most important resource. Modern people's lives use all kinds of resources and energy all the time, and our daily food, clothing, housing, transportation and entertainment are all closely related to water resources. In addition to hoping to achieve the most efficient use of limited resources and achieve savings, but also to pursue a better and more convenient quality of life, the issue of effective use has always been the goal of people's research efforts.

傳統的漏水管理,大多是非常消極地,依賴民眾舉報、定期巡檢等人工方式來達成偵漏與防治之目的或夜間減壓供水來降低漏水量,詳述如下。 Traditional water leakage management is mostly very passive, relying on manual methods such as public reporting and regular inspections to achieve the purpose of detecting and preventing leakage or reducing water supply at night to reduce water leakage, as detailed below.

透地雷達(Ground-penetrating radar,GPR)是以雷達脈衝波探測地表以下狀況並成像的儀器,以無線電譜上的微波波段電磁波進行的一種無損檢測方式,並接收因為地表下各種物體結構造成的雷達反射波。透地雷達可以在岩 石、土壤、冰、淡水、人行道以及各種結構物等介質使用。透地雷達可探測到地表下的物質、材質變化、空隙和裂隙等,藉此人工方式找尋管段破損以修復漏水問題。 Ground-penetrating radar (GPR) is an instrument that uses radar pulse waves to detect and image the conditions below the ground surface. It uses microwave band electromagnetic waves on the radio spectrum to perform a non-destructive detection method, and receives the structure caused by various objects under the ground. Radar reflections. Ground-penetrating radar can be used in media such as rocks, soil, ice, fresh water, sidewalks, and various structures. The ground penetrating radar can detect the material, material changes, voids and cracks under the ground surface, so as to manually find the broken pipe section to repair the water leakage problem.

紅外線熱顯像是一種人工且非接觸式技術,測量紅外波長以便從一定內距離測量溫度。熱影像儀可以顏色顯示不同溫度的圖像並透過該圖像可以快速、簡便地檢查表面溫度識別其高或低溫點區域,在漏水區域附近的土壤可能會因為漏水而造成其溫度下降,藉此方法找出低溫點附近區域為可能漏水點。 Infrared thermal imaging is an artificial and non-contact technology that measures infrared wavelengths to measure temperature from a certain distance. The thermal imaging camera can display images of different temperatures in color and can quickly and easily check the surface temperature to identify the high or low temperature area through the image. The soil near the leaking area may cause its temperature to drop due to water leakage. Method to find out the area near the low temperature point as possible water leakage point.

聲音感應固定式管網測漏系統為近年來新興的漏水偵測先進方法與技術,先安裝固定式聲音感測裝置,定時收集資料無線傳輸至控制中心,後運用聲音感測器等待異常音出現,並分析其所布置位置以及聲音大小、數量,計算管段內聲音速度,進而判斷漏水位置。其缺點是造價昂貴。 The sound sensing fixed pipe network leak detection system is an emerging water leak detection advanced method and technology in recent years. The fixed sound sensing device is installed first, the data is collected regularly and wirelessly transmitted to the control center, and then the sound sensor is used to wait for the abnormal sound to appear , And analyze the location and the size and quantity of the sound, calculate the sound speed in the pipe section, and then determine the location of the water leak. The disadvantage is that it is expensive.

水壓管理向來是漏水控制的重要手段,只要降低水管內壓力,立即可以降低漏水量,所以減少加壓站出口壓力,或是設置減壓閥,讓高處配水池流進管網的水壓減低,就可以立即減少漏水量。如此一來,雖然水管仍然有破漏,輸配水網整體體質並沒有改善,但既有體質下的漏水量變少了,頗能收立竿見影之效,故在無法大幅降低漏水率及斷定漏水點之前,仍必須妥善控制供水管水壓,避免過大的水壓讓管線受損增巨漏水量,是為一個治標不治本的做法。 Water pressure management has always been an important means of water leakage control. As long as the pressure in the water pipe is reduced, the amount of water leakage can be reduced immediately. Therefore, reduce the pressure at the outlet of the pressurizing station or install a pressure reducing valve to allow the water pressure of the high distribution pool to flow into the pipe network. If you reduce it, you can immediately reduce the amount of water leakage. As a result, although the water pipes are still leaking and the overall physique of the water distribution network has not improved, the amount of water leakage under the existing physique has been reduced, and the effect is quite immediate. Therefore, it is impossible to greatly reduce the leakage rate and determine the leakage point. In the past, it was still necessary to properly control the water pressure of the water supply pipe to avoid excessive water pressure that would damage the pipeline and increase the amount of water leakage. This is a temporary solution instead of a permanent cure.

而隨著計算機、網際網路及各式資訊技術的演進發展,而有資料探勘技術、智慧水網分析、各種感測器...等新式輸配水網管理技術與設備的產出。它們是利用資訊及通訊科技來偵測並收集管段中的水流、水量、壓力或溫度過去與現在狀況,透過資料分析與探勘技術的比對現在與過往的水流、水量、水壓、水溫,判斷是否可能存在漏水可能,並透過現代化監控設備與移動手持裝置,即時通報與顯示,降低漏水反應時間及漏水量之目的。 With the evolution and development of computers, the Internet, and various information technologies, there are data exploration technologies, smart water network analysis, various sensors... and other new water distribution network management technologies and equipment output. They use information and communication technology to detect and collect the past and current conditions of water flow, water volume, pressure or temperature in the pipe section, and compare the current and past water flow, water volume, water pressure, and water temperature through data analysis and exploration technology. Determine whether there is a possibility of water leakage, and use modern monitoring equipment and mobile handheld devices to report and display in real time to reduce the response time of water leakage and the purpose of water leakage.

本案發明人鑑於上述習用方式所衍生的各項缺點,及因應嶄新技術之發展,乃亟思加以改良創新,並經苦心孤詣潛心研究後,乃結合資料分析、網路通訊、設備控制、輸配水網管理等技術,終於成功研發出本件具備資料分析、即時地、經濟地、智慧化之輸配水網管理系統。 In view of the shortcomings derived from the above-mentioned conventional methods, and in response to the development of new technologies, the inventor of this case is eager to improve and innovate, and after painstaking research, combined data analysis, network communication, equipment control, and water distribution Network management and other technologies have finally successfully developed a water transmission and distribution network management system with data analysis, real-time, economical, and intelligent.

為解決上述問題及其他問題,本發明提出一種用於輸配水網之監控系統,包含:複數個監控設備,係分別布建於一輸配水網的不同位置以監視或控制該輸配水網;一輸配水網主控單元,係介接該複數個監控設備以接收該複數個監控設備所回傳之監控資訊;一資料處理與保存單元,係介接該輸配水網主控單元以接收該輸配水網主控單元所傳輸之該複數個監控設備之監控資訊,並儲存該監控資訊以成為即時資料和歷史資料;一資料分析與探勘單元,係介接該資料處理與保存單元以向該資料處理與保存單元提取該歷史資料以建立一分析規則,以及向該資料處理與保 存單元取得該即時資料以利用該分析規則進行分析,進而根據分析結果而於判斷出該輸配水網有漏水點時通知該輸配水網主控單元,以供該輸配水網主控單元產生一系統事件;以及一異常處理單元,係介接該輸配水網主控單元以接收來自該輸配水網主控單元之該系統事件,以及將該系統事件顯示於一監控畫面上,並發出異常通知或產生異常紀錄。 In order to solve the above problems and other problems, the present invention proposes a monitoring system for a water transmission and distribution network, comprising: a plurality of monitoring devices, which are respectively deployed at different locations of a water transmission and distribution network to monitor or control the water distribution network Network; a main control unit of the water transmission and distribution network, which is connected to the plurality of monitoring equipment to receive the monitoring information returned by the plurality of monitoring equipment; a data processing and storage unit, which is connected to the main control of the water transmission and distribution network The unit receives the monitoring information of the plurality of monitoring equipment transmitted by the main control unit of the water distribution network, and stores the monitoring information to become real-time data and historical data; a data analysis and exploration unit is to interface the data processing and The storage unit extracts the historical data from the data processing and storage unit to establish an analysis rule, and obtains the real-time data from the data processing and storage unit for analysis using the analysis rule, and then determines the output according to the analysis result. When there is a leak in the water distribution network, the main control unit of the water transmission and distribution network is notified so that the main control unit of the water transmission and distribution network can generate a system event; and an abnormal handling unit is connected to the main control unit of the water transmission and distribution network. Receive the system event from the main control unit of the water transmission and distribution network, display the system event on a monitoring screen, and issue an abnormal notification or generate an abnormal record.

此外,本發明另提供一種用於輸配水網之監控方法,包含:令複數個監控設備將監視或控制一輸配水網所獲得之監控資訊傳輸至一輸配水網主控單元;令該輸配水網主控單元將該監控資訊傳輸至一資料處理與保存單元,以供該資料處理與保存單元處理以成為即時資料和歷史資料;令一資料分析與探勘單元向該資料處理與保存單元提取該歷史資料以建立一分析規則,以及向該資料處理與保存單元取得該即時資料以利用該分析規則分析該即時資料進而獲得一分析結果;令該資料分析與探勘單元根據該分析結果,於判斷該輸配水網有漏水點時通知該輸配水網主控單元,以供該輸配水網主控單元產生一系統事件;令該輸配水網主控單元將該系統事件傳輸至一異常處理單元;以及令該異常處理單元根據該系統事件發出異常通知或產生異常紀錄。 In addition, the present invention also provides a monitoring method for a water transmission and distribution network, including: allowing a plurality of monitoring devices to transmit monitoring information obtained by monitoring or controlling a water transmission and distribution network to a main control unit of a water transmission and distribution network; The main control unit of the water distribution network transmits the monitoring information to a data processing and storage unit for processing by the data processing and storage unit to become real-time data and historical data; and a data analysis and exploration unit to the data processing and storage unit The preservation unit extracts the historical data to establish an analysis rule, and obtains the real-time data from the data processing and preservation unit to use the analysis rule to analyze the real-time data to obtain an analysis result; to make the data analysis and exploration unit based on the analysis result , When it is judged that the water transmission and distribution network has a water leakage point, the main control unit of the water transmission and distribution network is notified, so that the main control unit of the water transmission and distribution network generates a system event; Transmitting to an exception handling unit; and making the exception handling unit send an exception notification or generate an exception record according to the system event.

因此,本發明之用於輸配水網之監控系統,可達成自動化漏水偵測,將資料分析及探勘技術應用於輸配水網並安裝於強大的計算機內,並具有網路連結、資料儲存等功 能單元,並透過分布於輸配水管段各處之監控設備,透過網路連結定時回傳至後端上之資料處理與保存單元和資料分析與探勘單元進行資料歸檔、資料分析與探勘單元進行分析,並透過輸配水網主控單元進行比對與分派至監控系統、告警通知、事件回報等其他單元,藉此可即時監控水錶、壓力計、閥門、加壓馬達、溫度計…等監控設備之狀態以進行漏水分析,並記錄事件內容、使用者處理過程、設備維修紀錄,及時發出告警簡訊、電子郵件、APP訊息…等方式通知相關人員進行查修及維運,可望即時進管線修復與問題排除。此外,本系統也可做為加入圖台功能成為輸配水監視圖控工具。 Therefore, the monitoring system for the water distribution network of the present invention can achieve automatic water leakage detection, apply data analysis and exploration technology to the water distribution network and install it in a powerful computer, and have network connection and data storage. The data processing and storage unit and the data analysis and exploration unit on the back end are periodically returned to the data processing and storage unit and the data analysis and exploration unit for data archiving, data analysis and exploration unit through the monitoring equipment distributed throughout the water transmission and distribution pipe section. Analyze, compare and assign to other units such as monitoring system, alarm notification, event report through the main control unit of the water distribution network, so as to monitor water meters, pressure gauges, valves, pressurized motors, thermometers... etc. The status of the equipment is analyzed for water leakage, and the content of the incident, user processing process, equipment maintenance records are recorded, and the alarm message, e-mail, APP message, etc. are sent in time to notify relevant personnel for inspection and maintenance, and it is expected to enter the pipeline immediately Repair and troubleshooting. In addition, the system can also be used as a graphical control tool for water distribution monitoring by adding the chart function.

再者,本發明之另一目的在開發一透過資料分析與探勘技術、網路通訊、感測設備、即時監控技術以整合實際歷史監測資訊及分析探勘後邏輯條件提供給予輸配水網主控單元漏水可能事件分析。具自動化、即時性、經濟性、可調整地的尋找輸配水管段所在位置之特性,亦可正確導引使用者前往發現漏水所在地位置進行查修,且可快速而便捷的進行檢測或管線修復,減少查找之不便與水資源及人力浪費之損失。對解決輸配水網漏水問題有著莫大之效益。 Furthermore, another purpose of the present invention is to develop a data analysis and exploration technology, network communication, sensing equipment, real-time monitoring technology to integrate actual historical monitoring information and analyze the logical conditions after exploration to provide the main control of the water distribution network Analysis of possible events of unit leakage. Automatic, real-time, economical, and adjustable to find the location of the water transmission and distribution pipe section. It can also correctly guide the user to the location where the water leak is found for inspection and repair, and can quickly and conveniently perform inspection or pipeline repair , To reduce the inconvenience of searching and the loss of water resources and manpower waste. It is of great benefit to solve the problem of water leakage in the water distribution network.

11、31‧‧‧監控設備 11.31‧‧‧Monitoring equipment

12、32‧‧‧輸配水網主控單元 12.32‧‧‧Main control unit of water distribution network

13、33‧‧‧資料處理保存單元 13, 33‧‧‧Data processing and storage unit

14、34‧‧‧資料分析與探勘單元 14.34‧‧‧Data Analysis and Exploration Unit

15、35‧‧‧異常處理單元 15, 35‧‧‧Exception handling unit

16、19‧‧‧內部網路 16,19‧‧‧Intranet

17、18‧‧‧網際網路/行動網路 17, 18‧‧‧Internet/Mobile Network

21‧‧‧輸配水網管段 21‧‧‧Water transmission and distribution network pipe section

212‧‧‧末端用水戶水表 212‧‧‧End Water User Water Meter

213‧‧‧已拆表之末端用水戶 213‧‧‧End users who have dismantled the meter

214‧‧‧加壓馬達 214‧‧‧Pressure motor

215‧‧‧水表 215‧‧‧Water meter

216‧‧‧壓力計 216‧‧‧Pressure gauge

22‧‧‧網際網路 22‧‧‧Internet

231‧‧‧輸配水網主控單元 231‧‧‧Main control unit of water distribution network

232‧‧‧資料處理與保存單元 232‧‧‧Data Processing and Storage Unit

233‧‧‧資料分析與探勘單元 233‧‧‧Data Analysis and Exploration Unit

24‧‧‧輸配水網管段中漏水點 24‧‧‧Water leakage point in the pipe section of the water distribution network

311‧‧‧水錶 311‧‧‧Water meter

312‧‧‧壓力計 312‧‧‧Pressure gauge

313‧‧‧溫度計 313‧‧‧thermometer

314‧‧‧加壓馬達 314‧‧‧Pressure motor

315‧‧‧閥門 315‧‧‧Valve

321‧‧‧接收模組 321‧‧‧Receiving Module

322‧‧‧命令模組 322‧‧‧Command Module

323‧‧‧系統事件模組 323‧‧‧System Event Module

324‧‧‧連接模組 324‧‧‧Connecting module

325‧‧‧訊息模組 325‧‧‧Message Module

331‧‧‧處理模組 331‧‧‧Processing Module

332‧‧‧計算模組 332‧‧‧Calculation Module

333‧‧‧保存模組 333‧‧‧Save Module

341‧‧‧提取模組 341‧‧‧ Extraction Module

342‧‧‧規則學習模組 342‧‧‧Rule Learning Module

343‧‧‧驗證模組 343‧‧‧Verification Module

344‧‧‧調整模組 344‧‧‧Adjustment Module

345‧‧‧取得模組 345‧‧‧Get Module

346‧‧‧分析模組 346‧‧‧Analysis Module

347‧‧‧訊息模組 347‧‧‧Message Module

351‧‧‧顯示模組 351‧‧‧Display Module

352‧‧‧通知模組 352‧‧‧Notification Module

353‧‧‧紀錄模組 353‧‧‧Record Module

354‧‧‧維運單模組 354‧‧‧Maintenance Waybill Module

355‧‧‧策略模組 355‧‧‧Strategy Module

S41~S46‧‧‧步驟 S41~S46‧‧‧Step

請參閱有關本發明之詳細說明及其附圖,將可進一步瞭解本發明之技術內容及其目的功效;有關附圖為:第1圖為本發明之用於輸配水網之監控系統的基本架 構圖;第2圖為本發明之用於輸配水網之監控系統的情境示意圖;第3圖為本發明之用於輸配水網之監控系統的一實施例的方塊圖;及第4圖為本發明之用於輸配水網之監控方法的流程圖。 Please refer to the detailed description of the present invention and its accompanying drawings to further understand the technical content of the present invention and its objectives and effects; the relevant drawings are: Figure 1 is the basic of the monitoring system for the water distribution network of the present invention Architecture diagram; Figure 2 is a schematic diagram of the situation of the monitoring system for a water distribution network of the present invention; Figure 3 is a block diagram of an embodiment of the monitoring system for a water distribution network of the present invention; and fourth The figure is a flow chart of the monitoring method for the water distribution network of the present invention.

本發明係關於一種用於輸配水網之監控系統,可自動化偵測漏水並執行資料分析。本發明之監控系統之架構可利用第1圖加以說明。在輸配水管內近端安裝如水錶、壓力計、溫度計…等各種監控設備11,並透過通訊網路傳換至網際網路/行動網路17,連接至輸配水網主控單元12進行後續資料處理與轉接,輸配水網主控單元12透過內部網路19將資料送至資料處理與保存單元13進行匯總與驗算、歸檔,建立其索引,以供資料分析與探勘單元14所使用。於資料處理與保存單元13和資料分析與探勘單元14中,必先自資料處理與保存單元13提取經處理後之歷史資料,並切分該歷史資料為兩種集合,一種用以訓練規則進行學習,一種用以驗證規則,並藉此將規則進行微調,此學習過程完成後便建立一分析規則,並利用該分析規則來分析即時設備狀態以得知漏水的可能性,並將高可能性之漏水訊息,傳達給輸配水網主控單元12,由輸配水網主控單元12通報異常處理單元15進行處理,包含:於監控畫 面中顯示異常、以手機訊息及email通知使用者、產生派工維運單…等方式,或透過預先設定之控制邏輯,回饋至輸配水網主控單元12控制前端水網管段的馬達或閥門。 The present invention relates to a monitoring system for water transmission and distribution network, which can automatically detect water leakage and perform data analysis. The architecture of the monitoring system of the present invention can be illustrated by using Figure 1. Install various monitoring equipment 11 such as water meters, pressure gauges, thermometers... etc. in the near end of the water transmission and distribution pipes, and transfer them to the Internet/mobile network 17 through the communication network, and connect to the main control unit 12 of the water distribution network for follow-up For data processing and transfer, the main control unit 12 of the water transmission and distribution network sends the data to the data processing and storage unit 13 through the internal network 19 for aggregation, verification, and filing, and establishes its index for use by the data analysis and exploration unit 14 . In the data processing and preservation unit 13 and the data analysis and exploration unit 14, the processed historical data must be extracted from the data processing and preservation unit 13, and the historical data is divided into two sets, one for training rules Learning, which is used to verify the rules and fine-tune the rules. After the learning process is completed, an analysis rule is established, and the analysis rule is used to analyze the real-time equipment status to know the possibility of water leakage. The water leakage information is transmitted to the main control unit 12 of the water transmission and distribution network, and the main control unit 12 of the water transmission and distribution network reports the abnormality processing unit 15 for processing, including: displaying the abnormality on the monitoring screen, notifying the user by mobile phone messages and email, Generate dispatching maintenance and transportation bills... or through preset control logic, feed back to the main control unit 12 of the water transmission and distribution network to control the motors or valves of the front-end water network pipe section.

另外,監控設備11和輸配水網主控單元12之間的溝通方式可如下: In addition, the communication mode between the monitoring equipment 11 and the main control unit 12 of the water transmission and distribution network may be as follows:

訊息送出,讀取一連串控制單元 Message sent, read a series of control units

送出:0603006B0003 Send out: 0603006B0003

回應:060306022B00000003 Response: 060306022B00000003

命令送出,啟動控制單元 The command is sent to start the control unit

送出:060500ACFF00 Send out: 060500ACFF00

回應:060500ACFF00 Response: 060500ACFF00

第2圖則為本發明之用於輸配水網之監控系統的漏水示意圖,在輸配水網管段21中安裝有末端用水戶水表212、安裝後又已拆表之末端用水戶213、於供水端裝設的加壓馬達214、供水端的水表215以及管內之壓力計216。這些監控設備介接於網際網路22上,並可透過網路發送資訊至輸配水網主控單元231,可傳送水網監測資訊到資料處理與保存單元232進行解析以及特徵值擷取,並接受資料分析與探勘單元233因發現輸配水網管段中之漏水點24所通報的漏水警報訊號,反向回饋至水網管段中之加壓馬達214或閥門之中。 Figure 2 is a schematic diagram of the leakage of the monitoring system for the water distribution network of the present invention. The terminal water user meter 212 is installed in the water transmission and distribution network pipe section 21, and the terminal water user 213, which has been dismantled after installation, A pressurizing motor 214 installed at the water supply end, a water meter 215 at the water supply end, and a pressure gauge 216 in the pipe. These monitoring devices are connected to the Internet 22 and can send information to the main control unit 231 of the water transmission and distribution network through the network, and can send the monitoring information of the water network to the data processing and storage unit 232 for analysis and feature value extraction. And accept the water leakage alarm signal notified by the data analysis and exploration unit 233 for discovering the water leakage point 24 in the water distribution network pipe section, and feedback it back to the pressurizing motor 214 or valve in the water network pipe section.

本發明之用於輸配水網之監控系統之一實施例的架構圖可參考第3圖。本發明之用於輸配水網之監控系統,包含:複數個監控設備31(包括311-315)、輸配水網主控單 元32、資料處理與保存單元33、資料分析與探勘單元34及異常處理單元35。 Refer to Figure 3 for the architecture diagram of an embodiment of the monitoring system for the water transmission and distribution network of the present invention. The monitoring system for a water distribution network of the present invention includes: a plurality of monitoring devices 31 (including 311-315), a main control unit 32 of the water distribution network, a data processing and storage unit 33, a data analysis and exploration unit 34, and Exception handling unit 35.

監控設備31(包括311-315)分別布建於輸配水網的不同位置;輸配水網主控單元32可接收監控設備31所回傳之監控資訊;資料處理與保存單元33可接收輸配水網主控單元12所傳輸之監控設備31之監控資訊,並儲存該監控資訊以成為即時資料和歷史資料;資料分析與探勘單元34可向資料處理與保存單元33提取該歷史資料以建立一分析規則,以及向資料處理與保存單元33取得該即時資料以利用該分析規則進行分析,進而根據分析結果而於判斷出該輸配水網有漏水點時通知輸配水網主控單元32,以供輸配水網主控單元32產生一系統事件;以及異常處理單元35可接收來自輸配水網主控單元32之該系統事件,以及將該系統事件顯示於一監控畫面上,並發出異常通知或產生異常紀錄。 The monitoring equipment 31 (including 311-315) is respectively deployed at different locations of the water transmission and distribution network; the main control unit 32 of the water transmission and distribution network can receive the monitoring information returned by the monitoring equipment 31; the data processing and storage unit 33 can receive the transmission The monitoring information of the monitoring equipment 31 transmitted by the main control unit of the water distribution network 12, and storing the monitoring information to become real-time data and historical data; the data analysis and exploration unit 34 can extract the historical data from the data processing and storage unit 33 to create An analysis rule, and obtain the real-time data from the data processing and storage unit 33 to use the analysis rule for analysis, and then notify the main control unit 32 of the water distribution network when it is determined that the water distribution network has a leak based on the analysis result , For the water distribution network main control unit 32 to generate a system event; and the exception handling unit 35 can receive the system event from the water distribution network main control unit 32, and display the system event on a monitoring screen, and Issue an exception notification or generate an exception record.

監控設備31包含監視與控制兩類,如:水表311、壓力計312、溫度計313皆可屬於監視類,而如:加壓馬達314、閥門315則可屬於控制類,監視類設備可接受水網管段內狀態之後,透過通訊網路或網際網路等連線方式,回報監控資訊至輸配水網主控單元32,輸配水網主控單元32的接收模組321則接受如設備狀態、供水資料、用水資料等監控資訊並透過連接模組324以連接資料處理與保存單元33。此外,在資料處理與保存單元33內,處理模組331則先進行設備值前處理作業,檢查資料正確性或作運算與 單位轉換,接著計算模組332再計算特徵值,所謂特徵值包含單位時間內之最大值、最小值、平均值及其相對應之發生時間,保存模組333並儲存原始值以及特徵值。另外,在資料分析與探勘單元34中,在一定時間內(如一個月),提取模組341向資料處理與保存單元33提取歷史資料,並將歷史資料分作訓練用與驗證用資料(一般為80-20),規則學習模組342並將該訓練用資料提供做為規則予以學習,完成後,驗證模組343將驗證用資料來驗證該規則,調整模組344並將該規則根據驗證結果進行調整,藉此建立一分析規則。 The monitoring equipment 31 includes two types of monitoring and control. For example, water meter 311, pressure gauge 312, and thermometer 313 can all belong to the monitoring category. For example, the pressurized motor 314 and valve 315 can belong to the control category. Monitoring equipment can accept water network management. After the status in the segment, the monitoring information is reported to the main control unit 32 of the water transmission and distribution network through the communication network or the Internet, and the receiving module 321 of the main control unit 32 of the water transmission and distribution network receives information such as equipment status and water supply. Monitoring information such as data and water usage data is connected to the data processing and storage unit 33 through the connection module 324. In addition, in the data processing and storage unit 33, the processing module 331 first performs equipment value pre-processing operations, checks the correctness of the data or performs calculations and unit conversion, and then the calculation module 332 calculates the characteristic value. The so-called characteristic value includes the unit The maximum value, minimum value, average value and the corresponding occurrence time of the time are stored in the storage module 333 and the original value and characteristic value are stored. In addition, in the data analysis and exploration unit 34, within a certain period of time (such as one month), the extraction module 341 extracts historical data from the data processing and preservation unit 33, and divides the historical data into training and verification data (generally 80-20), the rule learning module 342 provides the training data as a rule for learning. After completion, the verification module 343 verifies the rule with the verification data, adjusts the module 344 and verifies the rule according to The results are adjusted to establish an analysis rule.

在規則建立後,取得模組345向資料處理與保存單位33取得即時狀態,分析模組346並運用所學習之該規則來分析設備的即時狀態,如果分析結果發現漏水機率高於設定之門檻,則訊息模組347發出漏水訊息通知輸配水網主控單元32,輸配水網主控單元32的訊息模組325則接收來自資料分析與探勘單元34的漏水訊息,系統事件模組323並據此產生一系統事件,並將事件轉發至異常處理單元35,異常處理單元35並平行地進行以下處理,包含:顯示模組351將該系統事件顯示於監控畫面、通知模組352發出異常通知、紀錄模組353產生異常紀錄、維運單模組354產生派工維運單、啟動模組355啟動控制策略。另,命令模組322依據該控制策略發送控制命令至監控設備31。監控畫面可於設計或定義畫面中,增加管段號狀態對應狀態圖檔,以醒目方式提醒監視器前使用者。異常通知 則必須先定義使用者及其通訊管道,如:語音撥打目的號碼、簡訊通知目的號碼、APP序號與版本、收件者email信箱,藉以上方式通知相關處理人員,而所產生之系統內異常紀錄可作為後續紀錄及留存備查,供處理人員在日後處理類似問題可做為參考借鏡之用。除系統紀錄外,在具有定義維修流程的管段中如果發生漏水,則通知流程所定義的通知人員、主要維修人員、檢核人員等進行處理,並發動電子表單核簽與稽催流程,確保漏水處理時程;或根據設定的控制策略水壓、水流速等條件,控制馬達減壓或關閉/開啟閥門。 After the rules are established, the acquisition module 345 obtains the real-time status from the data processing and storage unit 33, and the analysis module 346 uses the learned rules to analyze the real-time status of the equipment. If the analysis results find that the probability of water leakage is higher than the set threshold, Then the message module 347 sends a water leakage message to notify the main control unit 32 of the water transmission and distribution network. The message module 325 of the main control unit 32 receives the water leakage information from the data analysis and exploration unit 34. The system event module 323 also Based on this, a system event is generated and forwarded to the exception handling unit 35. The exception handling unit 35 performs the following processing in parallel, including: the display module 351 displays the system event on the monitoring screen, and the notification module 352 issues an exception notification The record module 353 generates an abnormal record, the maintenance order module 354 generates a dispatch maintenance order, and the activation module 355 activates the control strategy. In addition, the command module 322 sends a control command to the monitoring device 31 according to the control strategy. The monitoring screen can be added to the design or definition screen to add a state diagram file corresponding to the state of the pipe section number to remind the user before the monitor in a conspicuous manner. The abnormal notification must first define the user and its communication channel, such as: voice dial destination number, SMS notification destination number, APP serial number and version, recipient email mailbox, and notify the relevant processing personnel through the above methods, and the generated system The abnormal record can be used as a follow-up record and kept for future reference for the processing staff to deal with similar problems in the future as a reference. In addition to system records, if a water leak occurs in a pipe section with a defined maintenance process, the notification personnel, main maintenance personnel, and inspection personnel defined in the notification process will be processed, and the electronic form verification and audit process will be initiated to ensure the leakage Processing time; or according to the set control strategy, water pressure, water flow rate and other conditions, control the motor to reduce pressure or close/open the valve.

另外,本發明用於輸配水網之監控方法的概略流程可如第4圖所示,於步驟S41中,令複數個監控設備將監視或控制一輸配水網所獲得之監控資訊傳輸至一輸配水網主控單元;於步驟S42中,令該輸配水網主控單元將該監控資訊傳輸至一資料處理與保存單元,以供該資料處理與保存單元處理以成為即時資料和歷史資料;於步驟S43中,令一資料分析與探勘單元向該資料處理與保存單元提取該歷史資料以建立一分析規則,以及向該資料處理與保存單元取得該即時資料以利用該分析規則分析該即時資料進而獲得一分析結果;於步驟S44中,令該資料分析與探勘單元於根據該分析結果,於判斷該輸配水網有漏水點時通知該輸配水網主控單元,以供該輸配水網主控單元產生一系統事件;於步驟S45中,令該輸配水網主控單元將該系統事件傳輸至一異常處理單元;以及於步驟S46中,令該異 常處理單元根據該系統事件發出異常通知或產生異常紀錄。 In addition, the general flow of the monitoring method for a water transmission and distribution network of the present invention can be as shown in Figure 4. In step S41, a plurality of monitoring devices are allowed to transmit monitoring information obtained by monitoring or controlling a water transmission and distribution network to A water transmission and distribution network master control unit; in step S42, the water transmission and distribution network master control unit is asked to transmit the monitoring information to a data processing and storage unit for processing by the data processing and storage unit to become real-time data and Historical data; in step S43, order a data analysis and exploration unit to extract the historical data from the data processing and storage unit to establish an analysis rule, and obtain the real-time data from the data processing and storage unit to analyze using the analysis rule The real-time data further obtains an analysis result; in step S44, the data analysis and exploration unit is asked to notify the main control unit of the water transmission and distribution network when it determines that the water transmission and distribution network has a leak based on the analysis result, so as to provide The main control unit of the water transmission and distribution network generates a system event; in step S45, the main control unit of the water transmission and distribution network is caused to transmit the system event to an abnormality processing unit; and in step S46, the abnormality processing unit is caused according to The system event sends out an abnormal notification or generates an abnormal record.

綜上所述,本發明之用於輸配水網之監控系統可建置於電腦或伺服器等具強大運算能力設備上,可經由擷取複數個布建於不同位置的智慧型水錶、壓力計、溫度計並藉由網路通訊設備與紀錄器等多個耦合監控、傳輸、保存功能,取得監控設備之監控資訊以處理成為即時資料歷史資料;另外,輸配水網主控單元具有傳輸能力及溝通功能,並具有顯示系統、告警通知、事件回報等功能。本發明之用於輸配水網之監控系統可將資料彙整分析後之漏水分析結果顯示或轉達給予使用者,也能以此輸配水網主控單元與通訊網路發送控制指令傳送給監控設備進行控制減少漏水量,並轉送到對應之資料分析與探勘單元上,以確認執行控制指令要求之管控動作有效性。因此,本發明可將漏水狀態整合到顯示系統或移動式手持裝置上,使用者可輕易,即時、便捷、快速且經濟的發現、控制或被主動地通知各監控設備建置地點及對其使用狀態或漏水,進行遠端管理、監看、控制,進而達到經濟管理之成效。另外,本發明整合資料分析與探勘技術、行動通訊、網路傳輸、設備監控、雲端伺服器及輸配水網管理等技術,且安裝多處不同位置與目的之監控設備於具有通訊網路及儲存設備之輸配水網管段中,透過有線/無線網路方式連結置於後端之輸配水網主控單元,可即時監控介接於網際網路之水錶、壓力計、加壓馬達、閘門...等水網監控設備使用狀態,以 進行顯示、告警、紀錄與叫修,進而達成智慧漏水偵測之實質成效。 In summary, the monitoring system for the water transmission and distribution network of the present invention can be built on a computer or server and other devices with powerful computing capabilities. It can capture multiple smart water meters and pressures deployed in different locations. With multiple coupling monitoring, transmission and storage functions such as network communication equipment and recorder, the monitoring information of the monitoring equipment is obtained for processing into real-time historical data; in addition, the main control unit of the water distribution network has transmission capabilities And communication function, and has functions such as display system, alarm notification, event report, etc. The monitoring system for the water distribution network of the present invention can display or relay the results of water leakage analysis after data collection and analysis to the user, and can also use the main control unit of the water distribution network and the communication network to send control commands to the monitoring equipment Carry out control to reduce the amount of water leakage, and forward it to the corresponding data analysis and exploration unit to confirm the effectiveness of the control actions required by the execution control instructions. Therefore, the present invention can integrate the water leakage state into the display system or the mobile handheld device, and the user can easily, instantly, conveniently, quickly and economically discover, control or be actively notified of the location and use of each monitoring device Status or leakage, remote management, monitoring, control, and then achieve the results of economic management. In addition, the present invention integrates data analysis and exploration technology, mobile communication, network transmission, equipment monitoring, cloud server and water distribution network management and other technologies, and installs multiple monitoring equipment with different locations and purposes in a communication network and storage In the water transmission and distribution network pipe section of the equipment, the main control unit of the water transmission and distribution network at the back end is connected through a wired/wireless network, which can monitor water meters, pressure gauges, pressurized motors, and gates connected to the Internet in real time ...And other water network monitoring equipment use status to display, alarm, record and call for repair, and then achieve the substantial effect of smart water leakage detection.

本發明所提出之用於輸配水網之監控系統及方法,與其他習用技術相互比較時,更具備下列優點、特點及功效: The monitoring system and method for water transmission and distribution network proposed by the present invention, when compared with other conventional technologies, have the following advantages, characteristics and effects:

1.本發明可即時、快速的對輸配水網管理,且具備極佳行動性及便利性,可有效提昇輸配水網主控單元之管理與節能效率,也是極佳之漏水偵測追蹤工具,且透過與資料處理與保存單元和輸配水網主控單元之間的明確切割,可容易應用資料分析與探勘單元於其他實際資料保存技術及後端監控系統。 1. The present invention can instantly and quickly manage the water distribution network, and has excellent mobility and convenience. It can effectively improve the management and energy-saving efficiency of the main control unit of the water distribution network. It is also an excellent water leakage detection and tracking Tools, and through a clear cut between the data processing and storage unit and the main control unit of the water distribution network, it is easy to apply the data analysis and exploration unit to other actual data storage technologies and back-end monitoring systems.

2.本發明可經濟、快速的透過資料分析與探勘單元找尋可能的漏水點,並提供即時漏水訊息給予輸配水網主控單元,在減少人力、物力、時間的前提之下,立即發現輸配水管中漏水問題,並且可即時進行漏水管段狀態監看、控制及或派員調查與排除,減少查找漏水問題之不便及大量人工找尋的成本。 2. The invention can find possible water leakage points economically and quickly through the data analysis and exploration unit, and provide real-time water leakage information to the main control unit of the water transmission and distribution network. Under the premise of reducing manpower, material resources, and time, it can be found immediately Water leakage problems in the water distribution pipes can be monitored and controlled in real time, and personnel can be dispatched to investigate and eliminate them, reducing the inconvenience of finding water leakage problems and the cost of a lot of manual searching.

上列詳細說明乃針對本發明之一可行實施例進行具體說明,惟該實施例並非用以限制本發明之專利範圍,凡未脫離本發明技藝精神所為之等效實施或變更,均應包含於本案之專利範圍中。 The above detailed description is a specific description of a feasible embodiment of the present invention, but this embodiment is not intended to limit the patent scope of the present invention. Any equivalent implementation or modification without departing from the technical spirit of the present invention shall be included in In the scope of the patent in this case.

綜上所述,本案不僅於技術思想上確屬創新,並具備習用之傳統方法所不及之上述多項功效,已充分符合新穎性及進步性之法定發明專利要件,爰依法提出申請,懇請貴局核准本件發明專利申請案,以勵發明,至感德便。 To sum up, this case is not only innovative in terms of technical ideas, but also has the above-mentioned multiple functions that are not available in conventional traditional methods. It has fully met the requirements of novel and progressive statutory invention patents. I file an application in accordance with the law. Approval of this invention patent application to encourage invention, so that it is convenient.

11‧‧‧監控設備 11‧‧‧Monitoring equipment

12‧‧‧輸配水網主控單元 12‧‧‧Main control unit of water distribution network

13‧‧‧資料處理與保存單元 13‧‧‧Data Processing and Storage Unit

14‧‧‧資料分析與探勘單元 14‧‧‧Data Analysis and Exploration Unit

15‧‧‧異常處理單元 15‧‧‧Exception Handling Unit

16、19‧‧‧內部網路 16,19‧‧‧Intranet

17、18‧‧‧網際網路/行動網路 17, 18‧‧‧Internet/Mobile Network

Claims (9)

一種用於輸配水網之監控系統,包含:複數個監控設備,係分別布建於一輸配水網的不同位置以監視或控制該輸配水網;一輸配水網主控單元,係介接該複數個監控設備以接收該複數個監控設備所回傳之監控資訊;一資料處理與保存單元,係介接該輸配水網主控單元以接收該輸配水網主控單元所傳輸之該複數個監控設備之監控資訊,並儲存該監控資訊以成為即時資料和歷史資料;一資料分析與探勘單元,係介接該資料處理與保存單元以向該資料處理與保存單元提取該歷史資料以及該即時資料,並利用該歷史資料對該即時資料進行分析,以將高可能性的漏水訊息傳達至該輸配水網主控單元,以供該輸配水網主控單元產生一系統事件;以及一異常處理單元,係介接該輸配水網主控單元以接收來自該輸配水網主控單元之該系統事件,以及將該系統事件顯示於一監控畫面上,並發出異常通知或產生異常紀錄,其中,該資料分析與探勘單元向該資料處理與保存單元提取該歷史資料以將該歷史資料分為訓練用資料與驗證用資料,先將該訓練用資料作為一規則予以學習,再利用該驗證用資料來驗證該規則,接著根據驗證結果調整該規則,以建立一分析規則,藉此該資料分析 與探勘單元利用該分析規則對該即時資料進行分析以判斷該輸配水網之漏水點及其漏水可能性。 A monitoring system for a water transmission and distribution network, comprising: a plurality of monitoring devices, which are respectively deployed at different locations of a water transmission and distribution network to monitor or control the water transmission and distribution network; a main control unit of the water transmission and distribution network, It is connected to the plurality of monitoring devices to receive the monitoring information returned by the plurality of monitoring devices; a data processing and storage unit is connected to the main control unit of the water transmission and distribution network to receive the main control unit of the water transmission and distribution network The transmitted monitoring information of the plurality of monitoring equipment, and the monitoring information is stored to become real-time data and historical data; a data analysis and exploration unit, which interfaces with the data processing and storage unit to extract from the data processing and storage unit The historical data and the real-time data, and use the historical data to analyze the real-time data to convey the high-probability water leakage message to the main control unit of the water transmission and distribution network for the main control unit of the water transmission and distribution network to generate A system event; and an exception handling unit, which is connected to the main control unit of the water transmission and distribution network to receive the system event from the main control unit of the water transmission and distribution network, and displays the system event on a monitoring screen, and Issue an abnormal notification or generate an abnormal record, wherein the data analysis and exploration unit extracts the historical data from the data processing and storage unit to divide the historical data into training data and verification data, and first treat the training data as one The rules are learned, and the verification data are used to verify the rules, and then the rules are adjusted according to the verification results to establish an analysis rule to analyze the data The exploration unit uses the analysis rule to analyze the real-time data to determine the water leakage point and the water leakage possibility of the water transmission and distribution network. 如申請專利範圍第1項所述之用於輸配水網之監控系統,其中,該監控資訊包括各該監控設備的設備狀態以及各該監控設備所監控之該輸配水網的位置的供/用水狀態,且其中,該輸配水網主控單元將包括該設備狀態及該供/用水狀態之監控資訊傳輸至該資料處理與保存單元予以保存,以供該資料分析與探勘單元提取而進行分析,進而判斷出該輸配水網之該漏水點。 For example, the monitoring system for water transmission and distribution network described in item 1 of the scope of patent application, wherein the monitoring information includes the equipment status of each monitoring device and the location of the water transmission and distribution network monitored by each monitoring device /Water status, and the main control unit of the water transmission and distribution network transmits the monitoring information including the equipment status and the supply/water status to the data processing and storage unit for storage for the data analysis and exploration unit to extract Perform analysis to determine the leaking point of the water distribution network. 如申請專利範圍第1項所述之用於輸配水網之監控系統,其中,該異常處理單元更包括策略模組,該輸配水網主控單元更包括一命令模組並進一步儲存有控制策略,該策略模組係於啟動時通知該輸配水網主控單元啟動該控制策略,且該命令模組依據該控制策略發送一控制命令至該監控設備,其中,該控制策略包括控制馬達減壓、或關閉或開啟閥門。 As described in the first item of the scope of patent application, the monitoring system for the water transmission and distribution network, wherein the abnormal handling unit further includes a strategy module, and the main control unit of the water transmission and distribution network further includes a command module and further stores A control strategy. The strategy module informs the main control unit of the water distribution network to start the control strategy when it is activated, and the command module sends a control command to the monitoring device according to the control strategy, wherein the control strategy includes control The motor decompresses, or closes or opens the valve. 如申請專利範圍第1項所述之用於輸配水網之監控系統,其中,該監控設備包括水錶、壓力計、溫度計、加壓馬達及閥門。 The monitoring system for water transmission and distribution network as described in item 1 of the scope of patent application, wherein the monitoring equipment includes water meters, pressure gauges, thermometers, pressurized motors and valves. 如申請專利範圍第1項所述之用於輸配水網之監控系統,其中,該異常處理單元包括一顯示模組、通知模組、紀錄模組及維運單模組,該顯示模組係將該系統事件顯示於該監控畫面上,該通知模組透過有線或無線方式以電子郵件、簡訊或移動裝置軟體將該異常通知傳輸至該 輸配水網主控單元或處理人員的通訊裝置,該紀錄模組紀錄漏水處理狀況以產生該異常紀錄,該維運單模組係用以產生一派工維運單。 For example, the monitoring system for water transmission and distribution network described in item 1 of the scope of patent application, wherein the abnormal handling unit includes a display module, a notification module, a recording module, and a maintenance order module. The display module is The system event is displayed on the monitoring screen, and the notification module transmits the abnormal notification to the monitoring screen via e-mail, text message or mobile device software via wired or wireless means. The communication device of the main control unit of the water distribution network or the processing personnel, the record module records the water leakage treatment status to generate the abnormal record, and the maintenance order module is used to generate a dispatch maintenance order. 如申請專利範圍第1項所述之用於輸配水網之監控系統,其中,該資料處理與保存單元係包括一處理模組、計算模組及保存模組,該處理模組係對該監控資訊進行前處理,該計算模組係對經前處理的該監控資訊計算特徵值,該保存模組係保存該計算特徵值以及尚未處理的該監控資訊的原始值,其中,該特徵值包含單位時間內之最大值、最小值、平均值及其相對應之發生時間。 For example, the monitoring system for water transmission and distribution network described in item 1 of the scope of patent application, wherein the data processing and storage unit includes a processing module, a calculation module and a storage module, and the processing module The monitoring information is pre-processed. The calculation module calculates the characteristic value of the pre-processed monitoring information, and the storage module stores the calculated characteristic value and the original value of the unprocessed monitoring information, where the characteristic value includes The maximum value, minimum value, average value per unit time and their corresponding occurrence time. 如申請專利範圍第1項所述之用於輸配水網之監控系統,其中,該輸配水網主控單元係包括一系統事件模組和訊息模組,該輸配水網主控單元之訊息模組係用以接收來自該資料分析與探勘單元的該漏水訊息,並傳輸至該系統事件模組,以供該系統事件模組產生該系統事件。 The monitoring system for the water transmission and distribution network described in the first item of the scope of patent application, wherein the main control unit of the water transmission and distribution network includes a system event module and a message module, and the main control unit of the water transmission and distribution network The message module is used to receive the water leakage message from the data analysis and exploration unit, and transmit it to the system event module for the system event module to generate the system event. 如申請專利範圍第1項所述之用於輸配水網之監控系統,其中,該輸配水網主控單元係用以供一智慧行動單元連結,以接收來自一智慧行動單元所發出的控制指令再轉送給各該監控設備予以執行,以及使該智慧行動單元獲得該輸配水網主控單元之該監控畫面,並經由該輸配水網主控單元讀取該資料處理與保存單元中的該複數個監控設備之監控資訊,以及查詢該資料分析與探勘單元所判斷出的該輸配水網的漏水點。 For example, the monitoring system for water transmission and distribution network described in item 1 of the scope of patent application, wherein the main control unit of the water transmission and distribution network is used to connect to a smart mobile unit to receive the data sent by a smart mobile unit The control instructions are then forwarded to each monitoring device for execution, and the smart mobile unit obtains the monitoring screen of the main control unit of the water transmission and distribution network, and reads the data processing and storage unit through the main control unit of the water transmission and distribution network The monitoring information of the plurality of monitoring equipment in the data analysis and exploration unit, and the leakage point of the water transmission and distribution network judged by the data analysis and exploration unit. 一種用於輸配水網之監控方法,包含:令複數個監控設備將監視或控制一輸配水網所獲得之監控資訊傳輸至一輸配水網主控單元;令該輸配水網主控單元將該監控資訊傳輸至一資料處理與保存單元,以供該資料處理與保存單元處理以成為即時資料和歷史資料;令一資料分析與探勘單元向該資料處理與保存單元提取該歷史資料以及該即時資料,並利用該歷史資料分析該即時資料;令該資料分析與探勘單元將高可能性的漏水訊息傳達至該輸配水網主控單元,以供該輸配水網主控單元產生一系統事件;令該輸配水網主控單元將該系統事件傳輸至一異常處理單元;以及令該異常處理單元根據該系統事件發出異常通知或產生異常紀錄,其中,該資料分析與探勘單元向該資料處理與保存單元提取該歷史資料以將該歷史資料分為訓練用資料與驗證用資料,先將該訓練用資料作為一規則予以學習,再利用該驗證用資料來驗證該規則,接著根據驗證結果調整該規則,以建立一分析規則,藉此該資料分析與探勘單元利用該分析規則對該即時資料進行分析以判斷該輸配水網之漏水點及其漏水可能性。 A monitoring method for a water transmission and distribution network includes: ordering a plurality of monitoring devices to transmit monitoring information obtained by monitoring or controlling a water transmission and distribution network to a main control unit of a water transmission and distribution network; The control unit transmits the monitoring information to a data processing and storage unit for processing by the data processing and storage unit to become real-time data and historical data; ordering a data analysis and exploration unit to extract the historical data from the data processing and storage unit And the real-time data, and use the historical data to analyze the real-time data; order the data analysis and exploration unit to transmit the high-probability water leakage information to the main control unit of the water transmission and distribution network for the main control unit of the water transmission and distribution network Generate a system event; order the main control unit of the water transmission and distribution network to transmit the system event to an abnormal handling unit; and order the abnormal handling unit to issue an abnormal notification or generate an abnormal record based on the system event, wherein the data analysis and exploration The unit extracts the historical data from the data processing and storage unit to divide the historical data into training data and verification data, first learns the training data as a rule, and then uses the verification data to verify the rule. Then the rule is adjusted according to the verification result to establish an analysis rule, whereby the data analysis and exploration unit uses the analysis rule to analyze the real-time data to determine the water leakage point and the water leakage possibility of the water transmission and distribution network.
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