TWI667485B - Electric devices monitoring system and electric devices monioring method - Google Patents
Electric devices monitoring system and electric devices monioring method Download PDFInfo
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- Y—GENERAL 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
- Y02—TECHNOLOGIES OR APPLICATIONS FOR MITIGATION OR ADAPTATION AGAINST CLIMATE CHANGE
- Y02B—CLIMATE CHANGE MITIGATION TECHNOLOGIES RELATED TO BUILDINGS, e.g. HOUSING, HOUSE APPLIANCES OR RELATED END-USER APPLICATIONS
- Y02B70/00—Technologies for an efficient end-user side electric power management and consumption
- Y02B70/30—Systems integrating technologies related to power network operation and communication or information technologies for improving the carbon footprint of the management of residential or tertiary loads, i.e. smart grids as climate change mitigation technology in the buildings sector, including also the last stages of power distribution and the control, monitoring or operating management systems at local level
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- Y—GENERAL 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
- Y04—INFORMATION OR COMMUNICATION TECHNOLOGIES HAVING AN IMPACT ON OTHER TECHNOLOGY AREAS
- Y04S—SYSTEMS INTEGRATING TECHNOLOGIES RELATED TO POWER NETWORK OPERATION, COMMUNICATION OR INFORMATION TECHNOLOGIES FOR IMPROVING THE ELECTRICAL POWER GENERATION, TRANSMISSION, DISTRIBUTION, MANAGEMENT OR USAGE, i.e. SMART GRIDS
- Y04S20/00—Management or operation of end-user stationary applications or the last stages of power distribution; Controlling, monitoring or operating thereof
- Y04S20/20—End-user application control systems
- Y04S20/242—Home appliances
Abstract
本發明提供了一種電子裝置監測系統,電子裝置監測包括一伺服器、一第一電子裝置、以及一第一用電特徵辨識裝置。第一用電特徵辨識裝置用於擷取所述第一電子裝置在一第一預定時間區間內的多個電壓時間特徵值、多個電流時間特徵值、以及多個電壓電流特徵值。第一用電特徵辨識裝置將第一電子裝置的多個電壓時間特徵值、多個電流時間特徵值、以及多個電壓電流特徵值傳送至伺服器。伺服器根據該些特徵值產生一第一電子裝置用電模式。伺服器根據第一電子裝置用電模式監測第一電子裝置是否正常運轉。 The invention provides an electronic device monitoring system. The electronic device monitoring comprises a server, a first electronic device and a first electrical characteristic identifying device. The first electrical characteristic identifying device is configured to capture a plurality of voltage time characteristic values, a plurality of current time characteristic values, and a plurality of voltage current characteristic values of the first electronic device in a first predetermined time interval. The first electrical characteristic identifying device transmits the plurality of voltage time characteristic values, the plurality of current time characteristic values, and the plurality of voltage current characteristic values of the first electronic device to the server. The server generates a first electronic device power mode according to the characteristic values. The server monitors whether the first electronic device is operating normally according to the first electronic device power mode.
Description
本發明是有關於一種電子裝置監測系統以及電子系統監測方法,且特別是一種利用電力特徵值進行監測的電子裝置監測系統以及電子系統監測方法。 The present invention relates to an electronic device monitoring system and an electronic system monitoring method, and more particularly to an electronic device monitoring system and an electronic system monitoring method that utilize power characteristic values for monitoring.
現今電子裝置的數量越來越多,電子裝置的使用狀況也越來越難以掌握,尤其是家電類用品,在使用相當年限之後,使用者就會忽略這些家電的運轉狀況。然而,即使是許多具備物聯網功能的智能家電,也並不具備自我檢測的功能。 Nowadays, the number of electronic devices is increasing, and the use of electronic devices is becoming more and more difficult to grasp. Especially for household appliances, after a considerable period of use, users will ignore the operation of these appliances. However, even many smart home appliances with IoT capabilities do not have self-testing capabilities.
因此,如何提供一種能夠監測電子裝置的運轉狀況的監測系統,顯然已經是業界的一個重要課題。 Therefore, how to provide a monitoring system capable of monitoring the operation of an electronic device is obviously an important issue in the industry.
有鑑於此,本發明提供了一種電子裝置監測系統,包括:一伺服器;一第一電子裝置,電性連接至一市電網路,所述市電網路提供所述第一電子裝置一第一電壓以及一第一電流,所述第一電壓以及所述第一電流為可變;以及一第一用電特徵辨識裝置,通過一第一通訊協定與所述伺服器進行通訊連接,所述第一用電特徵辨識裝置設置在所述第一電子裝置以及所述市電網路之間,所述第一用電特徵辨識裝置用於擷取所述第一電子裝置在一第一 預定時間區間內的多個電壓時間特徵值、多個電流時間特徵值、以及多個電壓電流特徵值;其中,所述第一用電特徵辨識裝置將所述第一電子裝置的所述多個電壓時間特徵值、所述多個電流時間特徵值、以及所述多個電壓電流特徵值傳送至所述伺服器,所述伺服器根據所述第一電子裝置的所述多個電壓時間特徵值、所述多個電流時間特徵值、以及所述多個電壓電流特徵值,產生一第一電子裝置用電模式;其中,所述伺服器根據所述第一電子裝置用電模式監測所述第一電子裝置是否正常運轉。 In view of the above, the present invention provides an electronic device monitoring system, including: a server; a first electronic device electrically connected to a city power grid road, the city power grid circuit providing the first electronic device first a voltage and a first current, the first voltage and the first current are variable; and a first electrical characteristic identifying device communicatively communicating with the server via a first communication protocol, the first An electrical characteristic identifying device is disposed between the first electronic device and the utility grid road, and the first electrical characteristic identifying device is configured to capture the first electronic device at a first a plurality of voltage time characteristic values, a plurality of current time characteristic values, and a plurality of voltage current characteristic values in a predetermined time interval; wherein the first electrical characteristic recognition device sets the plurality of the first electronic devices Transmitting a voltage time characteristic value, the plurality of current time characteristic values, and the plurality of voltage current characteristic values to the server, the server according to the plurality of voltage time characteristic values of the first electronic device And the plurality of current time characteristic values and the plurality of voltage current characteristic values to generate a first electronic device power mode; wherein the server monitors the first mode according to the first electronic device power mode Whether an electronic device is operating normally.
有鑑於此,本發明提供了一種電子裝置監測方法,用於監測設置在一預定區域中的多個電子裝置,所述電子裝置監測方法包括:擷取一第一電子裝置以及一第二電子裝置的多個電壓時間特徵值、多個電流時間特徵值、以及多個電壓電流特徵值;傳送所述第一電子裝置的所述多個電壓時間特徵值、所述多個電流時間特徵值、以及所述多個電壓電流特徵值,以及所述第二電子裝置的所述多個電壓時間特徵值、所述多個電流時間特徵值、以及所述多個電壓電流特徵值至一伺服器;根據所述第一電子裝置的所述多個電壓時間特徵值、所述多個電流時間特徵值、以及所述多個電壓電流特徵值,以及所述第二電子裝置的所述多個電壓時間特徵值、所述多個電流時間特徵值、以及所述多個電壓電流特徵值分別產生一第一電子裝置用電模式以及一第二電子裝置用電模式;以及根據所述第一電子裝置用電模式以及所述第二電子裝置用電模式監測所述第一電子裝置以及所述第二電子裝置是否正常運轉。 In view of this, the present invention provides an electronic device monitoring method for monitoring a plurality of electronic devices disposed in a predetermined area, the electronic device monitoring method comprising: capturing a first electronic device and a second electronic device a plurality of voltage time characteristic values, a plurality of current time characteristic values, and a plurality of voltage current characteristic values; transmitting the plurality of voltage time characteristic values of the first electronic device, the plurality of current time characteristic values, and The plurality of voltage and current characteristic values, and the plurality of voltage time characteristic values of the second electronic device, the plurality of current time characteristic values, and the plurality of voltage current characteristic values to a server; The plurality of voltage time characteristic values of the first electronic device, the plurality of current time characteristic values, and the plurality of voltage current characteristic values, and the plurality of voltage time characteristics of the second electronic device a value, the plurality of current time characteristic values, and the plurality of voltage current characteristic values respectively generating a first electronic device power mode and a second electronic device power consumption Formula; and if the normal operation mode, the first electronic device and the power consumption mode of the second electronic device to monitor the first electronic device and said second electronic device in accordance with.
綜上所述,本發明利用用電特徵擷取裝置擷取各電子裝置的電子裝置用電模式,並根據各電子裝置的電子裝置用電模式監測各電子裝置是否有運轉上的問題,不僅節省人工監測的成本,更可以有效降低電器檢修的成本。 In summary, the present invention utilizes the electrical feature extraction device to capture the electrical mode of the electronic device of each electronic device, and monitors whether each electronic device has a running problem according to the electronic device power mode of each electronic device, thereby saving not only The cost of manual monitoring can effectively reduce the cost of electrical maintenance.
為讓本發明之上述特徵和優點能更明顯易懂,下文特舉較佳 實施例,並配合所附圖式,作詳細說明如下。 In order to make the above features and advantages of the present invention more apparent, the following is preferred. The embodiments, in conjunction with the drawings, are described in detail below.
1、1’‧‧‧電子裝置監測系統 1, 1'‧‧‧ Electronic Device Monitoring System
10‧‧‧市電網路 10‧‧‧ City Grid Road
11‧‧‧第一用電特徵辨識裝置 11‧‧‧First power identification device
12A‧‧‧第一電子裝置 12A‧‧‧First electronic device
19‧‧‧伺服器 19‧‧‧Server
12B‧‧‧第二電子裝置 12B‧‧‧Second electronic device
12C‧‧‧第三電子裝置 12C‧‧‧ third electronic device
12D‧‧‧第四電子裝置 12D‧‧‧fourth electronic device
13‧‧‧第二用電特徵辨識裝置 13‧‧‧Second electricity identification device
15‧‧‧第三用電特徵辨識裝置 15‧‧‧ Third power identification device
17‧‧‧第四用電特徵辨識裝置 17‧‧‧ Fourth power identification device
111‧‧‧處理模組 111‧‧‧Processing module
112‧‧‧用電特徵擷取模組 112‧‧‧Electrical feature acquisition module
113‧‧‧儲存模組 113‧‧‧ Storage Module
114‧‧‧電源模組 114‧‧‧Power Module
115‧‧‧通訊模組 115‧‧‧Communication Module
S110-S140‧‧‧步驟 S110-S140‧‧‧Steps
圖1是本發明實施例的電子裝置監測系統的示意圖。 1 is a schematic diagram of an electronic device monitoring system in accordance with an embodiment of the present invention.
圖2是本發明實施例的電子裝置監測系統的另一示意圖。 2 is another schematic diagram of an electronic device monitoring system in accordance with an embodiment of the present invention.
圖3是本發明實施例的電子裝置監測系統的另一示意圖。 3 is another schematic diagram of an electronic device monitoring system in accordance with an embodiment of the present invention.
圖4A是本發明實施例的第一用電特徵辨識裝置的示意圖。 4A is a schematic diagram of a first electrical characteristic recognition apparatus according to an embodiment of the present invention.
圖4B是本發明實施例的第一用電特徵辨識裝置的另一示意圖。 4B is another schematic diagram of a first electrical characteristic recognition apparatus according to an embodiment of the present invention.
圖5是本發明實施例的電子裝置監測方法的流程圖。 FIG. 5 is a flowchart of a method for monitoring an electronic device according to an embodiment of the present invention.
在下文將參看隨附圖式更充分地描述各種例示性實施例,在隨附圖式中展示一些例示性實施例。然而,本發明概念可能以許多不同形式來體現,且不應解釋為限於本文中所闡述之例示性實施例。確切而言,提供此等例示性實施例使得本發明將為詳盡且完整,且將向熟習此項技術者充分傳達本發明概念的範疇。在諸圖式中,可為了清楚而誇示層及區之大小及相對大小。類似數字始終指示類似元件。 Various illustrative embodiments are described more fully hereinafter with reference to the accompanying drawings. However, the inventive concept may be embodied in many different forms and should not be construed as being limited to the illustrative embodiments set forth herein. Rather, these exemplary embodiments are provided so that this invention will be in the In the drawings, the size and relative sizes of layers and regions may be exaggerated for clarity. Similar numbers always indicate similar components.
應理解,雖然本文中可能使用術語第一、第二、第三等來描述各種元件,但此等元件不應受此等術語限制。此等術語乃用以區分一元件與另一元件。因此,下文論述之第一元件可稱為第二元件而不偏離本發明概念之教示。如本文中所使用,術語「及/或」包括相關聯之列出項目中之任一者及一或多者之所有組合。 It will be understood that, although the terms first, second, third, etc. may be used herein to describe various elements, such elements are not limited by the terms. These terms are used to distinguish one element from another. Thus, a first element discussed below could be termed a second element without departing from the teachings of the inventive concept. As used herein, the term "and/or" includes any of the associated listed items and all combinations of one or more.
以下將以至少一種實施例配合圖式來說明電子裝置監測系統,然而,下述實施例並非用以限制本揭露內容。在以下敘述中,具有兩個以上端點的電子元件,若有特別標記,則以腳位標記作為其腳位敘述,若沒有特別標記,則橫向設置的兩端點電子元件,以左側端點為第一端,以右側端點為第二端。若是垂直設置的兩端點電子元件,則以上側端點為第一端,下側端點為第二 端。 The electronic device monitoring system will be described below with reference to the drawings in at least one embodiment. However, the following embodiments are not intended to limit the disclosure. In the following description, an electronic component having two or more end points, if there is a special mark, is described by a foot mark as its foot position. If there is no special mark, the two-point point electronic component is disposed laterally to the left end point. For the first end, the right end is the second end. If the electronic components at both ends are vertically disposed, the upper end is the first end and the lower end is the second end. end.
〔本發明的電子裝置監測系統以及電子裝置監測方法的實施例〕 [Embodiment of Electronic Device Monitoring System and Electronic Device Monitoring Method of the Present Invention]
請參照圖1,圖1是本發明實施例的訊號傳輸系統的示意圖。 Please refer to FIG. 1. FIG. 1 is a schematic diagram of a signal transmission system according to an embodiment of the present invention.
在本實施例中,電子裝置監測系統1包括一第一用電特徵辨識裝置11、一第一電子裝置12A、以及一伺服器19。 In the embodiment, the electronic device monitoring system 1 includes a first electrical characteristic identifying device 11, a first electronic device 12A, and a server 19.
其中,第一電子裝置12A電性連接至一市電網路10。市電網路10提供第一電子裝置12A一第一電壓以及一第一電流。第一電壓以及第一電流為可變。其中,第一電壓及第一電流分別是交流電壓以及交流電流。由於第一電子裝置12A運轉時的電壓以及電流並不是固定值,而且會因為負載變化或是模式改變,而使第一電壓以及第一電流產生變化,因此第一電壓以及第一電流是可變的。在本實施例中,市電網路10提供一交流電壓給第一電子裝置12A。 The first electronic device 12A is electrically connected to a city power grid road 10. The utility grid circuit 10 provides a first voltage and a first current for the first electronic device 12A. The first voltage and the first current are variable. The first voltage and the first current are an alternating current voltage and an alternating current, respectively. Since the voltage and current of the first electronic device 12A are not fixed, and the first voltage and the first current are changed due to load changes or mode changes, the first voltage and the first current are variable. of. In the present embodiment, the utility grid circuit 10 provides an alternating voltage to the first electronic device 12A.
第一用電特徵辨識裝置11是設置在第一電子裝置12A以及市電網路10之間。也就是,第一用電特徵辨識裝置11是設置在第一電子裝置12A取得電源的電源線材的一端。 The first electrical characteristic identifying device 11 is disposed between the first electronic device 12A and the utility grid road 10. That is, the first electric characteristic recognition device 11 is provided at one end of the power supply wire at which the first electronic device 12A obtains power.
第一用電特徵辨識裝置11是用於擷取第一電子裝置12A在一第一預定時間區間內的多個電壓時間特徵值、多個電流時間特徵值、以及多個電壓電流特徵值。也就是,第一用電特徵辨識裝置11會擷取第一電子裝置12A在連接至市電網路取得電源之後,在第一預定時間區間之內的所有電壓電流的特徵值,例如10分鐘或是20分鐘。在本實施例中,第一預定時間區間可以根據電子裝置的差異而有所不同,本發明不做限制。 The first electrical characteristic identifying device 11 is configured to capture a plurality of voltage time characteristic values, a plurality of current time characteristic values, and a plurality of voltage current characteristic values of the first electronic device 12A in a first predetermined time interval. That is, the first electrical characteristic identifying device 11 captures characteristic values of all voltage currents within the first predetermined time interval after the first electronic device 12A is connected to the mains grid, for example, 10 minutes or 20 minutes. In this embodiment, the first predetermined time interval may be different according to the difference of the electronic device, and the present invention is not limited.
再者,第一用電特徵辨識裝置11通過第一通訊協定與伺服器19進行通訊連接。也就是,第一用電特徵辨識裝置11會將第一電子裝置12A的多個電壓時間特徵值、多個電流時間特徵值、以及多個電壓電流特徵值傳送至伺服器19。 Furthermore, the first electrical characteristic recognition device 11 is in communication connection with the server 19 via the first communication protocol. That is, the first electrical characteristic identifying means 11 transmits a plurality of voltage time characteristic values, a plurality of current time characteristic values, and a plurality of voltage current characteristic values of the first electronic device 12A to the server 19.
在本實施例中,電壓時間特徵值、電流時間特徵、電壓電流特徵值包括一電壓最大值、一電壓最小值、一電壓平均值、一電流最大值、一電流最小值、一電流平均值、突波數量、在不同負載下的電壓電流變化、在負載切換時的電壓電流變化等。在本發明中,電子裝置的用電特徵特徵值可以根據實際需求進行調整、設計,在本發明中不做限制。 In this embodiment, the voltage time characteristic value, the current time characteristic, and the voltage current characteristic value include a voltage maximum value, a voltage minimum value, a voltage average value, a current maximum value, a current minimum value, and a current average value. The number of glitch, voltage and current changes under different loads, voltage and current changes during load switching, etc. In the present invention, the electrical characteristic characteristic value of the electronic device can be adjusted and designed according to actual needs, and is not limited in the present invention.
接著,伺服器19就會根據第一電子裝置12A的多個電壓時間特徵值、多個電流時間特徵值、以及多個電壓電流特徵值,產生一第一電子裝置用電模式。在本實施例中,第一電子裝置用電模式可以通過圖形或是一組數值表示,也代表第一電子裝置12A在正常運轉時的各項參數。 Next, the server 19 generates a first electronic device power mode according to the plurality of voltage time characteristic values, the plurality of current time characteristic values, and the plurality of voltage current characteristic values of the first electronic device 12A. In this embodiment, the first electronic device power mode can be represented by a graphic or a set of numerical values, and also represents various parameters of the first electronic device 12A during normal operation.
而後,伺服器19根據第一電子裝置用電模式監測第一電子裝置112A是否正常運轉。 Then, the server 19 monitors whether the first electronic device 112A is operating normally according to the first electronic device power mode.
由於第一用電特徵辨識裝置11會持續記錄、擷取第一電子裝置12A的用電特徵值,而且會持續地將所記錄、擷取的第一電子裝置12A的用電特徵值傳送到伺服器19。伺服器19可以持續地比較第一電子裝置12A在不同時間點的用電特徵是否有差異,若是有顯著的差異,伺服器19就可以通過網路提供第一電子裝置12A的異常報告給使用者,以通知使用者,第一電子裝置12A可能具有一些錯誤情況。 Since the first electrical characteristic recognition device 11 continuously records and captures the electrical characteristic value of the first electronic device 12A, and continuously transmits the recorded and extracted electrical characteristic value of the first electronic device 12A to the servo. 19. The server 19 can continuously compare whether the electrical characteristics of the first electronic device 12A are different at different time points. If there is a significant difference, the server 19 can provide the abnormal report of the first electronic device 12A to the user through the network. To inform the user that the first electronic device 12A may have some error conditions.
在本實施例中,用電特徵辨識裝置的數量可以根據實際需求進行調整設計,在本發明中不做限制。電子裝置的數量也可以根據實際需求進行調整設計,在本發明中不做限制。 In this embodiment, the number of the electrical feature recognition devices can be adjusted according to actual needs, and is not limited in the present invention. The number of electronic devices can also be adjusted according to actual needs, and is not limited in the present invention.
在本實施例中,第一電子裝置12A包括一冰箱、一電視、一洗衣機、一吹風機、一充電器、一筆記型電腦、一桌上型電腦、一LED燈具等等,也就是,第一電子裝置12A在本發明中,並不限定為何種電子裝置,在本發明中不做限制。 In this embodiment, the first electronic device 12A includes a refrigerator, a television, a washing machine, a hair dryer, a charger, a notebook computer, a desktop computer, an LED light fixture, etc., that is, the first The electronic device 12A is not limited to any type of electronic device in the present invention, and is not limited in the present invention.
請參照圖2,圖2是本發明實施例的電子裝置監測系統的另一示意圖。 Please refer to FIG. 2. FIG. 2 is another schematic diagram of an electronic device monitoring system according to an embodiment of the present invention.
在圖2中,電子裝置監測系統1除了第一電子裝置12A之外,還包括一第二電子裝置12B、一第三電子裝置12C、以及一第四電子裝置12D。第二電子裝置12B、第三電子裝置12C、以及第四電子裝置12D,通過第一用電特徵辨識裝置11電性連接至市電網路10。 In FIG. 2, the electronic device monitoring system 1 includes a second electronic device 12B, a third electronic device 12C, and a fourth electronic device 12D in addition to the first electronic device 12A. The second electronic device 12B, the third electronic device 12C, and the fourth electronic device 12D are electrically connected to the city grid path 10 through the first electrical characteristic identification device 11.
在本實施例中是,第一用電特徵辨識裝置11可以擷取第一電子裝置12A的用電特徵值,也可以擷取第二電子裝置12B的用電特徵值。 In this embodiment, the first electrical characteristic identification device 11 can capture the electrical characteristic value of the first electronic device 12A, and can also retrieve the electrical characteristic value of the second electronic device 12B.
也就是,第一用電特徵辨識裝置11可以擷取第二電子裝置12B在一第二預定時間區間內的多個電壓時間特徵值、多個電流時間特徵值、以及多個電壓電流特徵值、第三電子裝置12C在一第三預定時間區間內的多個電壓時間特徵值、多個電流時間特徵值、以及多個電壓電流特徵值、第四電子裝置12D在一第四預定時間區間內的多個電壓時間特徵值、多個電流時間特徵值、以及多個電壓電流特徵值。 That is, the first electrical characteristic identifying device 11 can capture a plurality of voltage time characteristic values, a plurality of current time characteristic values, and a plurality of voltage current characteristic values of the second electronic device 12B in a second predetermined time interval, The third electronic device 12C has a plurality of voltage time characteristic values, a plurality of current time characteristic values, and a plurality of voltage current characteristic values in a third predetermined time interval, and the fourth electronic device 12D is in a fourth predetermined time interval. A plurality of voltage time characteristic values, a plurality of current time characteristic values, and a plurality of voltage current characteristic values.
第一用電特徵辨識裝置11也會將第二電子裝置12B、第三電子裝置12C、第四電子裝置12D的多個電壓時間特徵值、多個電流時間特徵值、以及多個電壓電流特徵值傳送至伺服器19。 The first electrical characteristic identifying device 11 also has a plurality of voltage time characteristic values, a plurality of current time characteristic values, and a plurality of voltage current characteristic values of the second electronic device 12B, the third electronic device 12C, and the fourth electronic device 12D. Transfer to the server 19.
伺服器19根據第二電子裝置12B的多個電壓時間特徵值、多個電流時間特徵值、以及多個電壓電流特徵值,產生一第二電子裝置用電模式。 The server 19 generates a second electronic device power mode according to the plurality of voltage time characteristic values, the plurality of current time characteristic values, and the plurality of voltage current characteristic values of the second electronic device 12B.
在本實施例中,電壓時間特徵值、電流時間特徵、電壓電流特徵值包括一電壓最大值、一電壓最小值、一電壓平均值、一電流最大值、一電流最小值、一電流平均值、突波數量、在不同負載下的電壓電流變化、在負載切換時的電壓電流變化等。在本發明中,電子裝置的用電特徵特徵值可以根據實際需求進行調整、設計,在本發明中不做限制。 In this embodiment, the voltage time characteristic value, the current time characteristic, and the voltage current characteristic value include a voltage maximum value, a voltage minimum value, a voltage average value, a current maximum value, a current minimum value, and a current average value. The number of glitch, voltage and current changes under different loads, voltage and current changes during load switching, etc. In the present invention, the electrical characteristic characteristic value of the electronic device can be adjusted and designed according to actual needs, and is not limited in the present invention.
接著,伺服器19就會根據第二電子裝置12B、第三電子裝置 12C、第四電子裝置12D的多個電壓時間特徵值、多個電流時間特徵值、以及多個電壓電流特徵值,分別產生一第二電子裝置用電模式、一第三電子裝置用電模式、以及一第四電子裝置用電模式。在本實施例中,第一電子裝置用電模式、第二電子裝置用電模式、第三電子裝置用電模式以及第四電子裝置用電模式可以通過圖形或是一組數值表示,也代表第一電子裝置12A、第二電子裝置12B、第三電子裝置12C、第四電子裝置12D各自在正常運轉時的各項參數。 Then, the server 19 is based on the second electronic device 12B and the third electronic device. 12C, the plurality of voltage time characteristic values of the fourth electronic device 12D, the plurality of current time characteristic values, and the plurality of voltage current characteristic values respectively generating a second electronic device power mode, a third electronic device power mode, And a fourth electronic device power mode. In this embodiment, the first electronic device power mode, the second electronic device power mode, the third electronic device power mode, and the fourth electronic device power mode may be represented by a graphic or a set of numerical values, and also represents The parameters of each of the electronic device 12A, the second electronic device 12B, the third electronic device 12C, and the fourth electronic device 12D during normal operation.
在本實施例中,伺服器19還可以根據所接收的第一電子裝置12A的各項特徵值轉換為電壓對頻率的頻譜分析、電流對頻率的頻譜分析,或是電壓、電流對頻率的多維頻譜分析。其可根據實際需求進行調整、設計,在本發明中不做限制。 In this embodiment, the server 19 can also convert the frequency characteristic of the voltage to the frequency, the spectrum analysis of the current to the frequency, or the multi-dimensionality of the voltage and the current to the frequency according to the received characteristic values of the first electronic device 12A. Spectrum analysis. It can be adjusted and designed according to actual needs, and is not limited in the present invention.
在本實施例中,第一電子裝置用電模式、第二電子裝置用電模式、第三電子裝置用電模式、第四電子裝置用電模式也可以根據電壓對頻率的頻譜分析中的多個電壓頻率特徵值、電流對頻率的頻譜分析中的多個電流頻率特徵值、或是電壓、電流對頻率的多維頻譜分析中的多個電壓電流頻率特徵值而產生。 In this embodiment, the first electronic device power mode, the second electronic device power mode, the third electronic device power mode, and the fourth electronic device power mode may also be based on a plurality of voltage-to-frequency spectrum analysis. A plurality of current frequency characteristic values in a frequency-frequency characteristic value, a current-to-frequency spectrum analysis, or a plurality of voltage-current frequency characteristic values in a multi-dimensional spectrum analysis of voltage and current versus frequency.
也就是說,第一電子裝置用電模式、第二電子裝置用電模式、第三電子裝置用電模式、第四電子裝置用電模式可以根據第一電子裝置12A、第二電子裝置12B、第三電子裝置12C、第四電子裝置12D的多個電壓時間特徵值、多個電流時間特徵值、多個電壓電流特徵值、多個電壓頻率特徵值、多個電流頻率特徵值、以及多個電壓電流頻率特徵值而決定。 That is, the first electronic device power mode, the second electronic device power mode, the third electronic device power mode, and the fourth electronic device power mode may be based on the first electronic device 12A, the second electronic device 12B, and the a plurality of voltage time characteristic values of the three electronic devices 12C, the fourth electronic device 12D, a plurality of current time characteristic values, a plurality of voltage current characteristic values, a plurality of voltage frequency characteristic values, a plurality of current frequency characteristic values, and a plurality of voltages The current frequency characteristic value is determined.
在其他實施例中,第一電子裝置用電模式、第二電子裝置用電模式、第三電子裝置用電模式、第四電子裝置用電模式可以根據第一電子裝置12A、第二電子裝置12B、第三電子裝置12C、第四電子裝置12D的多個電壓時間特徵值、多個電流時間特徵值、多個電壓電流特徵值、多個電壓頻率特徵值、多個電流頻率特徵值、以 及多個電壓電流頻率特徵值的其中之一或是先前所述特徵值的組合而決定,在本發明中不做限制。 In other embodiments, the first electronic device power mode, the second electronic device power mode, the third electronic device power mode, and the fourth electronic device power mode may be according to the first electronic device 12A and the second electronic device 12B. a plurality of voltage time characteristic values, a plurality of current time characteristic values, a plurality of voltage current characteristic values, a plurality of voltage frequency characteristic values, and a plurality of current frequency characteristic values of the third electronic device 12C, the fourth electronic device 12D, And one of the plurality of voltage and current frequency characteristic values or a combination of the previously described characteristic values is determined, and is not limited in the present invention.
其中,伺服器19根據第一電子裝置用電模式、第二電子裝置用電模式、第三電子裝置用電模式、第四電子裝置用電模式分別監測第一電子裝置12A、第二電子裝置12B、第三電子裝置12C、以及第四電子裝置12D是否正常運轉。 The server 19 monitors the first electronic device 12A and the second electronic device 12B according to the first electronic device power mode, the second electronic device power mode, the third electronic device power mode, and the fourth electronic device power mode. Whether the third electronic device 12C and the fourth electronic device 12D are operating normally.
由於第一用電特徵辨識裝置11會持續記錄、擷取第一電子裝置12A、第二電子裝置12B、第三電子裝置12C、以及第四電子裝置12D的用電特徵值,而且會持續地將所記錄、擷取的第一電子裝置12A、第二電子裝置12B、第三電子裝置12C、以及第四電子裝置12D的用電特徵值傳送到伺服器19。伺服器19可以持續地分別比較第一電子裝置12A、第二電子裝置12B、第三電子裝置12C、以及第四電子裝置12D在不同時間點的用電特徵是否有差異,若是有顯著的差異,伺服器19就可以通過網路提供第一電子裝置12A、第二電子裝置12B、第三電子裝置12C、或第四電子裝置12D的異常報告給使用者,以通知使用者,第一電子裝置12A、第二電子裝置12B、第三電子裝置12C、或第四電子裝置12D可能具有一些錯誤情況。 Since the first electrical characteristic recognition device 11 continuously records and captures the electrical characteristic values of the first electronic device 12A, the second electronic device 12B, the third electronic device 12C, and the fourth electronic device 12D, and will continue to The stored characteristic values of the first electronic device 12A, the second electronic device 12B, the third electronic device 12C, and the fourth electronic device 12D that are recorded and captured are transmitted to the server 19. The server 19 can continuously compare whether the electrical characteristics of the first electronic device 12A, the second electronic device 12B, the third electronic device 12C, and the fourth electronic device 12D are different at different time points, if there is a significant difference, The server 19 can provide an abnormality report of the first electronic device 12A, the second electronic device 12B, the third electronic device 12C, or the fourth electronic device 12D to the user through the network to notify the user that the first electronic device 12A The second electronic device 12B, the third electronic device 12C, or the fourth electronic device 12D may have some error conditions.
請參照圖3,圖3是本發明實施例的電子裝置監測系統的另一示意圖。 Please refer to FIG. 3. FIG. 3 is another schematic diagram of an electronic device monitoring system according to an embodiment of the present invention.
在本實施例中,電子裝置監測系統1’包括一第一用電特徵辨識裝置11、一第二用電特徵辨識裝置13、一第三用電特徵辨識裝置15、一第四用電特徵辨識裝置17、一第一電子裝置12A、一第二電子裝置12B、一第三電子裝置12C、以及一第四電子裝置12D。 In this embodiment, the electronic device monitoring system 1' includes a first electrical characteristic identifying device 11, a second electrical characteristic identifying device 13, a third electrical characteristic identifying device 15, and a fourth electrical characteristic identification. The device 17, a first electronic device 12A, a second electronic device 12B, a third electronic device 12C, and a fourth electronic device 12D.
其中,第一電子裝置12A、第二電子裝置12B、第三電子裝置12C、以及第四電子裝置12D分別通過第一用電特徵辨識裝置11、第二用電特徵辨識裝置13、第三用電特徵辨識裝置15、第四用電特徵辨識裝置17電性連接至市電網路10。市電網路10提供給第一電子裝置12A一第一電壓以及一第一電流。市電網路10提供給第二 電子裝置12B一第二電壓以及一第二電流。市電網路10提供給第三電子裝置12C一第三電壓以及一第三電流。市電網路10提供給第四電子裝置12D一第四電壓以及一第四電流。其中,第一電壓、第一電流、第二電壓、第二電流、第三電壓、第三電流、第四電壓、第四電流皆是可變的。 The first electronic device 12A, the second electronic device 12B, the third electronic device 12C, and the fourth electronic device 12D respectively pass the first electrical characteristic identifying device 11, the second electrical characteristic identifying device 13, and the third power The feature recognition device 15 and the fourth electrical feature recognition device 17 are electrically connected to the city grid road 10. The utility grid circuit 10 provides a first voltage and a first current to the first electronic device 12A. City Grid Road 10 is provided to the second The electronic device 12B has a second voltage and a second current. The utility grid circuit 10 provides a third voltage and a third current to the third electronic device 12C. The city grid circuit 10 provides a fourth voltage and a fourth current to the fourth electronic device 12D. The first voltage, the first current, the second voltage, the second current, the third voltage, the third current, the fourth voltage, and the fourth current are all variable.
在本實施例中,第一用電特徵辨識裝置11、第二用電特徵辨識裝置13、第三用電特徵辨識裝置15、以及第四用電特徵辨識裝置17分別通過一第一通訊協定、一第二通訊協定、一第三通訊協定、一第四通訊協定與伺服器19進行通訊連接。其中,第一通訊協定、一第二通訊協定、一第三通訊協定、一第四通訊協定可以是相同的通訊協定或是彼此相異的通訊協定,在本發明中不做限制。在本實施例中,第一通訊協定、第二通訊協定、第三通訊協定、第四通訊協定分別包括:一藍牙通訊協定、一紫蜂通訊協定(Zigbee)、一LoRa通訊協定、一Sigfox通訊協定、一無線保真通訊協定(WiFi)、一第四代行動通訊技術通訊協定(4G)、一第五代行動通訊技術通訊協定(5G),其可根據實際需求進行調整設計,在本發明中不做限制。 In this embodiment, the first electrical characteristic identifying device 11, the second electrical characteristic identifying device 13, the third electrical characteristic identifying device 15, and the fourth electrical characteristic identifying device 17 respectively pass a first communication protocol, A second communication protocol, a third communication protocol, and a fourth communication protocol are in communication with the server 19. The first communication protocol, the second communication protocol, the third communication protocol, and the fourth communication protocol may be the same communication protocol or different communication protocols, and are not limited in the present invention. In this embodiment, the first communication protocol, the second communication protocol, the third communication protocol, and the fourth communication protocol respectively include: a Bluetooth communication protocol, a Zigbee communication protocol, a LoRa communication protocol, and a Sigfox communication. Agreement, a wireless fidelity communication protocol (WiFi), a fourth-generation mobile communication technology communication protocol (4G), a fifth-generation mobile communication technology communication protocol (5G), which can be adjusted according to actual needs, in the present invention No restrictions are imposed.
第一用電特徵辨識裝置11、第二用電特徵辨識裝置13、第三用電特徵辨識裝置15、以及第四用電特徵辨識裝置17則分別設置在第一電子裝置12A、第二電子裝置12B、第三電子裝置12C、以及第四電子裝置12D以及市電網路10之間。 The first electrical characteristic identifying device 11, the second electrical characteristic identifying device 13, the third electrical characteristic identifying device 15, and the fourth electrical characteristic identifying device 17 are respectively disposed on the first electronic device 12A and the second electronic device. 12B, between the third electronic device 12C, and the fourth electronic device 12D and the city grid road 10.
第一用電特徵辨識裝置11、第二用電特徵辨識裝置13、第三用電特徵辨識裝置15、以及第四用電特徵辨識裝置17分別用於擷取第一電子裝置12A、第二電子裝置12B、第三電子裝置12C、以及第四電子裝置12D分別在第一預定時間區間、第二預定時間區間、第三預定時間區間、第四預定時間區間內的多個電壓時間特徵值、多個電流時間特徵值、以及多個電壓電流特徵值。 The first electrical characteristic identifying device 11, the second electrical characteristic identifying device 13, the third electrical characteristic identifying device 15, and the fourth electrical characteristic identifying device 17 are respectively used for capturing the first electronic device 12A and the second electronic device. The plurality of voltage time characteristic values of the device 12B, the third electronic device 12C, and the fourth electronic device 12D in the first predetermined time interval, the second predetermined time interval, the third predetermined time interval, and the fourth predetermined time interval, respectively Current time characteristic values, and multiple voltage current characteristic values.
第一用電特徵辨識裝置11、第二用電特徵辨識裝置13、第三用電特徵辨識裝置15、以及第四用電特徵辨識裝置17分別將第一電子裝置12A、第二電子裝置12B、第三電子裝置12C、以及第四電子裝置12D的多個電壓時間特徵值、多個電流時間特徵值、以及多個電壓電流特徵值傳送至伺服器19。伺服器19根據第一電子裝置12A、第二電子裝置12B、第三電子裝置12C、以及第四電子裝置12D多個電壓時間特徵值、多個電流時間特徵值、以及多個電壓電流特徵值,分別產生一第一電子裝置用電模式、一第二電子裝置用電模式、一第三電子裝置用電模式、以及一第四電子裝置用電模式。 The first electrical characteristic identifying device 11, the second electrical characteristic identifying device 13, the third electrical characteristic identifying device 15, and the fourth electrical characteristic identifying device 17 respectively respectively the first electronic device 12A, the second electronic device 12B, The plurality of voltage time characteristic values, the plurality of current time characteristic values, and the plurality of voltage current characteristic values of the third electronic device 12C and the fourth electronic device 12D are transmitted to the server 19. The server 19 has a plurality of voltage time characteristic values, a plurality of current time characteristic values, and a plurality of voltage current characteristic values according to the first electronic device 12A, the second electronic device 12B, the third electronic device 12C, and the fourth electronic device 12D. A first electronic device power mode, a second electronic device power mode, a third electronic device power mode, and a fourth electronic device power mode are respectively generated.
伺服器19會根據第一電子裝置用電模式、第二電子裝置用電模式、第三電子裝置用電模式、以及第四電子裝置用電模式監測第一電子裝置12A、第二電子裝置12B、第三電子裝置12C、以及第四電子裝置12D是否正常運轉。 The server 19 monitors the first electronic device 12A and the second electronic device 12B according to the first electronic device power mode, the second electronic device power mode, the third electronic device power mode, and the fourth electronic device power mode. Whether the third electronic device 12C and the fourth electronic device 12D are operating normally.
請參照圖4A以及圖4B,圖4A是本發明實施例的第一用電特徵辨識裝置的示意圖。圖4B是本發明實施例的第一用電特徵辨識裝置的另一示意圖。以下僅以第一用電特徵辨識裝置11為例,其他用電特徵辨識裝置的結構以及功能與第一用電特徵辨識裝置11相同,在此不做贅述。 Referring to FIG. 4A and FIG. 4B, FIG. 4A is a schematic diagram of a first electrical characteristic recognition apparatus according to an embodiment of the present invention. 4B is another schematic diagram of a first electrical characteristic recognition apparatus according to an embodiment of the present invention. The following is only the first electrical characteristic identification device 11 as an example. The structure and function of the other electrical characteristic identification device are the same as those of the first electrical characteristic identification device 11, and are not described herein.
在本實施例中,第一用電特徵辨識裝置11包括一處理模組111、一用電特徵擷取模組112、一儲存模組113、一電源模組114、以及一通訊模組115。 In this embodiment, the first power feature recognition device 11 includes a processing module 111, a power feature capture module 112, a storage module 113, a power module 114, and a communication module 115.
其中,處理模組111電性連接用電特徵擷取模組112、儲存模組113、電源模組114、以及通訊模組115。 The processing module 111 is electrically connected to the power feature capturing module 112, the storage module 113, the power module 114, and the communication module 115.
用電特徵擷取模組11,電性連接所述處理模組,用於擷取連接的一個或是多個電子裝置的多個電壓時間特徵值、多個電流時間特徵值、以及多個電壓電流特徵值。 The power feature capture module 11 is electrically connected to the processing module for capturing a plurality of voltage time characteristic values, a plurality of current time characteristic values, and a plurality of voltages of the connected one or more electronic devices Current characteristic value.
電源模組114用於轉換一外部電壓為一內部電壓,並提供內部電壓給處理模組111、儲存模組113、用電特徵擷取模組112; 處理模組111通過通訊模組115提供連接的一個或是多個電子裝置的多個電壓時間特徵值、多個電流時間特徵值、以及多個電壓電流特徵值至伺服器19。 The power module 114 is configured to convert an external voltage to an internal voltage, and provide an internal voltage to the processing module 111, the storage module 113, and the power feature capture module 112; The processing module 111 provides a plurality of voltage time characteristic values, a plurality of current time characteristic values, and a plurality of voltage current characteristic values of the connected one or more electronic devices to the server 19 through the communication module 115.
在本實施例中,如圖4B所示,第一用特徵辨識裝置11是一可插拔的插座單元。在其他實施例中,第一用特徵辨識裝置11可以設計為其他類型,例如,設置在電力迴路總開關中的控制開關,可以根據實際需求進行調整、設計,在本發明中不做限制。 In the present embodiment, as shown in FIG. 4B, the first feature recognition device 11 is a pluggable socket unit. In other embodiments, the first feature identification device 11 can be designed in other types, for example, a control switch disposed in the main switch of the power circuit, which can be adjusted and designed according to actual needs, and is not limited in the present invention.
請參照圖5,圖5是本發明實施例的電子裝置監測方法的流程圖。 Please refer to FIG. 5. FIG. 5 is a flowchart of a method for monitoring an electronic device according to an embodiment of the present invention.
在本實施例中的電子裝置監測方法適用於先前所述的電子裝置監測系統,因此,先前所述之相關裝置的結構與功能,在本實施例中不做贅述。此外,在本實施例的電子裝置監測方法,適用於監測設置在一預定區域(圖未示)中的多個電子裝置,也就是在具有同一電力迴路的預定區域。 The electronic device monitoring method in this embodiment is applicable to the electronic device monitoring system described above. Therefore, the structure and function of the related device described above are not described in this embodiment. Further, the electronic device monitoring method of the present embodiment is adapted to monitor a plurality of electronic devices disposed in a predetermined area (not shown), that is, in a predetermined area having the same power circuit.
在本實施例中,電子裝置監測方法包括下列步驟:擷取一第一電子裝置以及一第二電子裝置的多個電壓時間特徵值、多個電流時間特徵值、以及多個電壓電流特徵值(步驟S110);傳送第一電子裝置的多個電壓時間特徵值、多個電流時間特徵值、以及多個電壓電流特徵值,以及第二電子裝置的多個電壓時間特徵值、多個電流時間特徵值、以及多個電壓電流特徵值至一伺服器(步驟S120);根據第一電子裝置的多個電壓時間特徵值、多個電流時間特徵值、以及多個電壓電流特徵值,以及第二電子裝置的多個電壓時間特徵值、多個電流時間特徵值、以及多個電壓電流特徵值分 別產生一第一電子裝置用電模式以及一第二電子裝置用電模式(步驟S130);以及根據第一電子裝置用電模式以及第二電子裝置用電模式監測第一電子裝置以及第二電子裝置是否正常運轉(步驟S140)。 In this embodiment, the electronic device monitoring method includes the following steps: capturing a plurality of voltage time characteristic values, a plurality of current time characteristic values, and a plurality of voltage current characteristic values of a first electronic device and a second electronic device ( Step S110): transmitting a plurality of voltage time characteristic values of the first electronic device, a plurality of current time characteristic values, and a plurality of voltage current characteristic values, and a plurality of voltage time characteristic values of the second electronic device, and a plurality of current time characteristics a value, and a plurality of voltage and current characteristic values to a server (step S120); a plurality of voltage time characteristic values, a plurality of current time characteristic values, and a plurality of voltage current characteristic values according to the first electronic device, and the second electron Multiple voltage time characteristic values, multiple current time characteristic values, and multiple voltage current characteristic values of the device Do not generate a first electronic device power mode and a second electronic device power mode (step S130); and monitor the first electronic device and the second electronic device according to the first electronic device power mode and the second electronic device power mode Whether the device is operating normally (step S140).
在步驟S110中,是利用單獨的第一用電特徵擷取裝置11擷取第一電子裝置以及第二電子裝置的多個電壓時間特徵值、多個電流時間特徵值、以及多個電壓電流特徵值;或是利用第一用電特徵擷取裝置11以及第二用電特徵擷取裝置13分別擷取第一電子裝置以及第二電子裝置的多個電壓時間特徵值、多個電流時間特徵值、以及多個電壓電流特徵值。 In step S110, a plurality of voltage time characteristic values, a plurality of current time characteristic values, and a plurality of voltage current characteristics of the first electronic device and the second electronic device are captured by the first first electrical feature extraction device 11 a plurality of voltage time characteristic values and a plurality of current time characteristic values of the first electronic device and the second electronic device are respectively captured by the first electrical feature extraction device 11 and the second electrical feature extraction device 13 And multiple voltage and current characteristic values.
在步驟S120,若是利用單獨的第一用電特徵擷取裝置11擷取第一電子裝置以及第二電子裝置的多個電壓時間特徵值、多個電流時間特徵值、以及多個電壓電流特徵值,則第一用電特徵擷取裝置11通過一第一通訊協定與伺服器19進行通訊連接,傳遞資料。 In step S120, if a plurality of voltage time characteristic values, a plurality of current time characteristic values, and a plurality of voltage current characteristic values of the first electronic device and the second electronic device are captured by the first first electrical feature extraction device 11 The first power feature extraction device 11 communicates with the server 19 via a first communication protocol to transfer data.
若是利用第一用電特徵擷取裝置11以及第二用電特徵擷取裝置13分別擷取第一電子裝置以及第二電子裝置的多個電壓時間特徵值、多個電流時間特徵值、以及多個電壓電流特徵值,則第一用電特徵擷取裝置11以及第二用電特徵擷取裝置13分別通過一第一通訊協定以及一第二通訊協定與伺服器19進行通訊連接,傳遞資料。 The plurality of voltage time characteristic values, the plurality of current time characteristic values, and the plurality of first electronic devices and the second electronic device are respectively captured by the first electrical feature extraction device 11 and the second electrical feature extraction device 13 For the voltage and current characteristic values, the first power consumption feature extraction device 11 and the second power consumption feature extraction device 13 respectively communicate with the server 19 via a first communication protocol and a second communication protocol to transmit data.
在步驟S130中,伺服器19會根據第一電子裝置以及第二電子裝置的多個電壓時間特徵值、多個電流時間特徵值、以及多個電壓電流特徵值產生一第一電子裝置用電模式以及一第二電子裝置用電模式,並且建立一電子裝置用電模式資料庫。第一電子裝置用電模式以及第二電子裝置用電模式是儲存在電子裝置用電模式資料庫中。 In step S130, the server 19 generates a first electronic device power mode according to the plurality of voltage time characteristic values, the plurality of current time characteristic values, and the plurality of voltage current characteristic values of the first electronic device and the second electronic device. And a second electronic device power mode, and an electronic device power mode database is established. The first electronic device power mode and the second electronic device power mode are stored in the electronic device power mode database.
在步驟S140中,由於用電特徵辨識裝置都會持續記錄、擷取第一電子裝置12A、第二電子裝置12B的用電特徵值,而且會持續地將所記錄、擷取的第一電子裝置12A、第二電子裝置12B的用電特徵值傳送到伺服器19。伺服器19可以持續地比較第一電子裝置12A、第二電子裝置12B在不同時間點的用電特徵是否有差異,若是有顯著的差異,伺服器19就可以通過網路提供第一電子裝置12A、第二電子裝置12B的異常報告給使用者,以通知使用者,第一電子裝置12A、第二電子裝置12B可能具有一些錯誤情況。也就是,伺服器19可以持續將接收到的第一電子裝置12A、第二電子裝置12B的用電特徵值與電子裝置用電模式資料庫儲存的第一電子裝置用電模式、第二電子裝置用電模式進行比對,並得出比較結果,通知使用者。 In step S140, since the power feature recognition device continuously records and captures the power feature values of the first electronic device 12A and the second electronic device 12B, and continuously records the captured and captured first electronic device 12A. The power feature value of the second electronic device 12B is transmitted to the server 19. The server 19 can continuously compare whether the first electronic device 12A and the second electronic device 12B have different power consumption characteristics at different time points. If there is a significant difference, the server 19 can provide the first electronic device 12A through the network. The abnormality of the second electronic device 12B is reported to the user to notify the user that the first electronic device 12A and the second electronic device 12B may have some error conditions. That is, the server 19 can continue to receive the first electronic device power consumption value of the first electronic device 12A and the second electronic device 12B and the first electronic device power mode stored in the electronic device power mode database, and the second electronic device. The electricity mode is used for comparison, and the comparison result is obtained to notify the user.
此外,電子裝置用電模式資料庫還儲存有對應於第一電子裝置12A以及第二電子裝置12B的電子裝置名稱以及型號。 In addition, the electronic device power mode database further stores electronic device names and models corresponding to the first electronic device 12A and the second electronic device 12B.
〔實施例的可能功效〕 [Possible effects of the examples]
綜上所述,本發明利用用電特徵擷取裝置擷取各電子裝置的電子裝置用電模式,並根據各電子裝置的電子裝置用電模式監測各電子裝置是否有運轉上的問題,不僅節省人工監測的成本,更可以有效降低電器檢修的成本。 In summary, the present invention utilizes the electrical feature extraction device to capture the electrical mode of the electronic device of each electronic device, and monitors whether each electronic device has a running problem according to the electronic device power mode of each electronic device, thereby saving not only The cost of manual monitoring can effectively reduce the cost of electrical maintenance.
以上該僅為本發明之實施例,其並非用以侷限本發明之專利範圍。 The above is only an embodiment of the present invention, and is not intended to limit the scope of the invention.
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