TW201242203A - Power-monitoring system for identifying state of electric appliance and power-monitoring method thereof - Google Patents

Power-monitoring system for identifying state of electric appliance and power-monitoring method thereof Download PDF

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TW201242203A
TW201242203A TW100113237A TW100113237A TW201242203A TW 201242203 A TW201242203 A TW 201242203A TW 100113237 A TW100113237 A TW 100113237A TW 100113237 A TW100113237 A TW 100113237A TW 201242203 A TW201242203 A TW 201242203A
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Taiwan
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power
change
electrical
monitoring device
power monitoring
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TW100113237A
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Chinese (zh)
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TWI446675B (en
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Shiao-Li Tsao
yi-sheng Lai
Ming-Chun Lin
Yung-Chi Chen
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Univ Nat Chiao Tung
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    • YGENERAL TAGGING OF NEW TECHNOLOGICAL DEVELOPMENTS; GENERAL TAGGING OF CROSS-SECTIONAL TECHNOLOGIES SPANNING OVER SEVERAL SECTIONS OF THE IPC; TECHNICAL SUBJECTS COVERED BY FORMER USPC CROSS-REFERENCE ART COLLECTIONS [XRACs] AND DIGESTS
    • Y02TECHNOLOGIES OR APPLICATIONS FOR MITIGATION OR ADAPTATION AGAINST CLIMATE CHANGE
    • Y02BCLIMATE CHANGE MITIGATION TECHNOLOGIES RELATED TO BUILDINGS, e.g. HOUSING, HOUSE APPLIANCES OR RELATED END-USER APPLICATIONS
    • Y02B70/00Technologies for an efficient end-user side electric power management and consumption
    • Y02B70/30Systems 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
    • YGENERAL TAGGING OF NEW TECHNOLOGICAL DEVELOPMENTS; GENERAL TAGGING OF CROSS-SECTIONAL TECHNOLOGIES SPANNING OVER SEVERAL SECTIONS OF THE IPC; TECHNICAL SUBJECTS COVERED BY FORMER USPC CROSS-REFERENCE ART COLLECTIONS [XRACs] AND DIGESTS
    • Y04INFORMATION OR COMMUNICATION TECHNOLOGIES HAVING AN IMPACT ON OTHER TECHNOLOGY AREAS
    • Y04SSYSTEMS 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
    • Y04S20/00Management or operation of end-user stationary applications or the last stages of power distribution; Controlling, monitoring or operating thereof
    • Y04S20/20End-user application control systems
    • Y04S20/242Home appliances

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  • Remote Monitoring And Control Of Power-Distribution Networks (AREA)

Abstract

A power-monitoring system for identifying states of electric appliances based on user feedbacks, a power-monitoring device and a power-monitoring method thereof are presented. The power-monitoring system for identifying the states of electric appliances includes a first power-monitoring device and at least one second power-monitoring device. The first and the second power-monitoring devices measure power consumption features of a first and a second power separately, so as to detect a first change and a second change, wherein the second power is a branch of the first power. These power-monitoring devices know the relative positions processed by a level constructing step, and calibrate the first and the second change to calculate a first electric appliance change. When first electric appliance change is detected, the first power-monitoring device receives and monitors a state of a first electric appliance by searching an electric appliance signature library familiar with the first electric appliance change.

Description

201242203 u;i^Av)44TW 36493twf.docA 六、發明說明: 【發明所屬之技術領域】 本發明疋㈣於-種電力量測與監控技術,且特別是 有關於-種基於㈣者參與及回饋骑行電器狀態辨別的 電力監控技術,讓使用者易於判讀耗電原因。 【先前技術】 ,力,控裝置(俗稱電表)是用來量度與監測耗電狀況 七、、可用來量測住宅、工商業等地區或者電器的電 況。電力公司可依據電表上顯示的耗電資訊作為 ^電力的依據,使时亦可縣庭或企針裝設電表於 …《電源或待測電源處,藉以監測其耗電量。 由於社會上對於節能減碳等環保議題逐漸受到重視, ^電^公目前所用的電表大部分為機械式電表,其僅 :!電源的耗電資訊’難以自動記錄不同時段的耗 並且’據研究指出,如果能夠透過科技的幫助, Γυ/解家中或者企業各電11的用電情形,應可節省 狀電能〉肖耗因此全世界各個國家皆鼓勵民眾加 二批心位式智能電表(或稱智慧型電表),藉以組成智 ==路(簡稱智能電網)。對於電力公司而言,其可 日慧型電表以於用電量高物間賴時調整家 七φ *二的用電狀況,藉以減少高峰期的用電量。而在電 以二時’電力公司可改善發電設備過_情形,並 率方式供給及管理電力。對消費者而言,智慧型電 4201242203 u;i^Av)44TW 36493twf.docA VI. Description of the Invention: [Technical Field of the Invention] The present invention (4) is a type of power measurement and monitoring technology, and particularly relates to - (4) participation and feedback The power monitoring technology that distinguishes the state of the riding electrical appliance makes it easy for the user to interpret the cause of power consumption. [Prior Art], force and control devices (commonly known as electric meters) are used to measure and monitor power consumption. 7. It can be used to measure the electrical conditions of residential, industrial and commercial areas or electrical appliances. The power company can use the power consumption information displayed on the electricity meter as the basis of the power, so that the county or the needle can also be installed on the power supply or the power source to be tested to monitor its power consumption. Due to the increasing emphasis on environmental protection issues such as energy conservation and carbon reduction in the society, most of the electricity meters currently used by the company are mechanical meters, which only: The power consumption information of the power supply is difficult to automatically record the consumption of different time periods and It is pointed out that if you can use the help of technology, you can save electricity and electricity in the home or the electricity of the enterprise. Therefore, all countries in the world encourage people to add two batches of heart-shaped smart meters (or Wisdom electricity meter), to form a smart == road (referred to as smart grid). For the power company, it can adjust the power consumption of the home φ * 2 when the electricity consumption is high, so as to reduce the power consumption during the peak period. In the case of electricity, the power company can improve the power generation equipment and supply and manage power. For consumers, smart electricity 4

36493twf.doc/I 20124220336493twf.doc/I 201242203

1 ;/\044TW 表可口知4費者不同時段的耗電情況,隨 業的耗電情況,並關錯未㈣電止。 ;於家中的總電源處,因此使用者僅能監 豕中總電源的耗電情況,而無法判讀家 耗電狀況,即使智慧型電表加人非侵 科透過== i哭的辨’也會因為電器種類繁多,而且 H不斷地推陳出新,其電器耗電特 各種不同的電器。而且,職^ 耗電情形進行比較不電器或不同電器的 難以協助使用者了解家中各電器電力使用 ::刀Τ情形,無法管理家中的耗電電器、判讀耗電原因, 進而在進行節電規劃時十分困難。 ’、 進而想要監控家中每個電器的耗電與使用情況, 電插座L ,以往的f力監控技術便在家中每個供 無法利j、類购慧型絲的耗電監妓置或感測器, 用早-個智g型電騎可監縣中總電源與每一個 2„況。藉此,由於上述電力監控技術的架設成 3,/肖費者會因而降低使用的意願。 【發明内容】1 ;/\044TW The table shows the power consumption of the 4 people in different periods, the power consumption of the industry, and the fault is not (4). At the main power supply in the home, the user can only monitor the power consumption of the total power supply, and can not judge the power consumption of the home, even if the smart meter adds non-invasion to the division == i cry Because of the wide variety of electrical appliances, and H is constantly evolving, its electrical appliances consume a variety of different electrical appliances. Moreover, it is difficult to help the user to understand the power usage of each appliance in the home when the power consumption is different. The situation is that the power consumption of the home cannot be managed, the power consumption is explained, and the power saving plan is performed. Very difficult. ', and then want to monitor the power consumption and use of each appliance in the home, the electrical outlet L, the past f force monitoring technology will be in the home for each of the power supply, the purchase of Hui silk wire power consumption monitoring or sense Detector, use the early-a-g-type electric ride to supervise the county's total power supply and each of the two conditions. Therefore, due to the above-mentioned power monitoring technology set up to 3, / Xiao Fei will reduce the willingness to use. SUMMARY OF INVENTION

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iu^;/v044TW 36493twf.doc/I 本發明提供一種基於使用者參與其回饋資料來進行電 器狀態辨識的電力監控系統,其利用多個基於使用者表與 及回饋來辨識電器狀態的電力監控裝置來組建成分散 階層式電力監控系統,讓各層的電力監控裝置得以監 應的電器群組,進而分散各個電力監控裝置的監控^,' 藉以準確進行節電規劃,進而達到節能減碳的效果。 =另一觀點而言,本發明提供一種基於使用者參與复 回饋資料來進行電器狀態辨識的電力監控方法,此方^ 矛J用夕個基於使用者參與及回饋來可辨識電器狀離的 ^裝置來組建成分散式或階層式電力監控系統^讓各厚 = = = ?控對應的電器群組,進而分散“ ^力^控裝置的監控壓力,藉以準確進行節電規劃,進而 達到節能減碳的效果。 能的用者參與及回饋之辨識電器狀 監控裝置。第Γ電力監控裝置測量第一電源之 化。ΐ以偵測及计异第一電源之電耗特性的第一變 、 電源可供應電力給予第一電器群纟I及第- 電器群組。第二電力監拚奘罟目丨r目丨丨旦料處 辟、,且及第一 ^ 控裝置則測1對應的第二電源之電 寺糟以偵測及計算第二電源之電乾特性的第二變 應電力給予第二電的;支雷,二電源供 置層次建構步驟以得知其相對位 弟一鏠化及第二變化以計算第-電器變 201242203Iu^;/v044TW 36493twf.doc/I The present invention provides a power monitoring system for performing electrical state recognition based on user participation in its feedback data, which utilizes a plurality of power monitoring devices based on user table and feedback to identify the state of the appliance. To build a distributed hierarchical power monitoring system, so that the power monitoring devices of each layer can monitor the electrical groups, and then disperse the monitoring of each power monitoring device, so as to accurately carry out power saving planning, thereby achieving the effect of energy saving and carbon reduction. In another aspect, the present invention provides a power monitoring method for performing electrical state recognition based on user participation in complex feedback data, which can be used to identify electrical appliances based on user participation and feedback. The device is used to build a decentralized or hierarchical power monitoring system. ^ Let each thickness = = = control the corresponding electrical group, and then disperse the monitoring pressure of the "power control device", so as to accurately save power planning, thereby achieving energy saving and carbon reduction. The effect of the user can participate in and feedback the identification of the electrical monitoring device. The third power monitoring device measures the first power supply. The first change in the power consumption characteristics of the first power source is detected and counted, and the power supply can be The supply of electric power is given to the first electric appliance group 及I and the first electric appliance group. The second electric power supervising 奘罟 丨丨 丨丨 丨丨 丨丨 丨丨 丨丨 丨丨 丨丨 , , , , , , , , , , , , , , , , , , , , , The second electric power of the electric temple to detect and calculate the electric dry characteristics of the second power supply is given to the second electric power; the thunder and the second power supply are provided with a hierarchical construction step to know that the relative power is different Two changes to calculate the first - electrical 201 242 203

1U(専)A044T W 36493twfdoc/I :電;m變化時’第-電力監控裝置依據第 電^化錢尋電器特徵雜庫 = 弟一電器變化的一個彻钕$ %竹儿皿衩相似 -電器的狀態組合狀態’或是多個第 一電5|。 電益群組將會包括所述之第 在本發明之一實施例巾, μ 第二電力#f £tb 上奴第—電力監控装置及 a控裝置自為相同的目標電力 電力監控裝置包括量測模袓以, 此目私 器特徵資料庫。量測」偵測、搜尋模組與電 源可供庫雷六认芊夕/ '、里電源的電耗特性,此電 雷哭I 目標電器。變化偵測、搜尋模组盘 徵資料庫純至量測模組,用以偵測並計算電耗ί寺 資料庫,似此變化之預ί 目標電器包含有這些預定電器。 ,、甲上述 於另-角度而言,在此提出_種 監控方法’此電力監控方法包括下列步驟:=== 裝量第一電源之電耗特性’藉以 异弟-電狀電耗雜的第1化,其巾,第—電源供麻 電力給予第-電器群組及第二電器群組。並且,設置 一個第二電力監控裝置,其可測量 電耗::,藉_⑽算第二電源 電源的分支’並且第二電源供1U(専)A044T W 36493twfdoc/I :Electric; when the m changes, the first-power monitoring device is based on the first electric charge of the electric appliance. The sub-library of the electric appliance = a change of the electric appliance. State combination state 'or multiple first powers 5|. The power benefit group will include the first embodiment of the present invention, the second power #f £tb, the slave-power monitoring device and the a-control device are the same target power power monitoring device. The model is measured by this model. Measurement" detection, search module and power supply are available for Qurei's six-point eve / ', the power consumption characteristics of the power supply, this electric lightning cry I target electrical appliances. The change detection and search module inventory database is purely to the measurement module, which is used to detect and calculate the power consumption of the temple database, and the target appliance of the change includes the predetermined electrical appliances. In addition, in the above-mentioned perspective, the power monitoring method includes the following steps: === loading the power consumption characteristic of the first power source by the different brothers - electric power consumption The first, the towel, the first power source for the power supply to the first electrical group and the second electrical group. And, a second power monitoring device is provided which can measure the power consumption::, by _(10), the branch of the second power source is turned on and the second power source is supplied

7 S 2012422037 S 201242203

iu^;a〇44TW 36493twf.doc/I 之第 徵資料庫 第-變化,藉以計算出第—電器變化。當债測到^ 一電器變化時,則依據第一電器變化搜尋電器 ^ 來取得魏控她上述第_電器變㈣第 或上述第-電ϋ的狀驗合。 。的狀態’ 基於上述,本發明實施例利用利用多個可辨 哭 態的電力監控裝置來纟且建成分散式電力監控系統,讓:声 的電力監控裝置得以監控對應的電器群組,進而分二 電力監控裝置的監控壓力’藉以準確進行節電規割 達到節能減碳的效果。此外,本發明實施例的電力監控裝 置^可藉由網際網路及雲端運算技術來提供龐大的電器特 徵資料庫錢迅速的搜尋能力,使其可更進—步地詳二分 析電益狀,4(如判別出電器的品牌型號、耗電原因等),藉 以提供省魏触管理、自關絲電原目、耗電分布分 析及自動化省電控制等功能。 為讓本發明之上述特徵和優點能更明顯易懂,下文特 舉實施例,並配合所附圖式作詳細說明如下。 【實施方式】 現將詳細參考本發明之示範性實施例,在附圖中說明 所述不範性實施例之實例。另外,凡可能之處,在圖式及 實施方式巾錢㈣標號的元件/構件/符號代表相同或類 似部分。Iu^;a〇44TW 36493twf.doc/I The first database of changes, to calculate the first - electrical changes. When the debt is measured to change the electrical appliance, the electric appliance is searched for according to the change of the first electrical appliance to obtain the inspection of the above-mentioned first electric appliance (fourth) or the above-mentioned electric power. . Based on the above, the embodiment of the present invention utilizes a power monitoring device that utilizes multiple identifiable crying states to construct a distributed power monitoring system, so that the sound power monitoring device can monitor the corresponding electrical group, and then divides into two. The monitoring pressure of the power monitoring device is used to accurately save energy and reduce carbon. In addition, the power monitoring device of the embodiment of the present invention can provide a rapid search function of a large electric appliance characteristic database by using the Internet and the cloud computing technology, so that the power consumption can be further analyzed. 4 (such as identifying the brand name of the electrical appliance, power consumption reasons, etc.), in order to provide provincial Wei touch management, self-closing silk power original, power distribution analysis and automatic power-saving control and other functions. The above described features and advantages of the present invention will become more apparent from the description of the appended claims. [Embodiment] Reference will now be made in detail to the exemplary embodiments embodiments In addition, wherever possible, the elements/components/symbols in the drawings and the embodiment of the invention are referred to as the same or the like.

201242203 1U(寻)A044TW 36493twf.doc/I 如圖1所示,圖1是依照本發明第一實施例說明一種 基於使用者參與及回饋之辨識電器狀態的電力監控裝置 10之示意圖。本實施例以監控家庭用電中交流總電源τρ 作為舉例’而於其他實施例中可將此電力監控裝置應用 於企業用電或者電力公司的電源管理,亦可用以監控任— 處電源’應用本實施例者不應以此為限。請參照圖1,建 築物100中具有多個電器110—1〜110—N,N為大於i之 正整數,為簡化說明,本實施例以N為5來皋例今明,& ^實施例之電力監控裝置10最多可監控約3〇至5〇個電 器,約100安培之交流電流,但並不限制本發明。這些電 器110—1〜110—5的電力皆由總電源τρ供應。 — 電力監控裝置1G於本實施例中可利用電器ιι〇 — = 10-5在切換模式日㈣產㈣耗電情況(如:電流的變 ^波形、電功率的改變)來取得電器的模式資訊,藉以龄控 ^1〜UG—5的耗電情況。換言之,當其中一^ 裔改變狀態時,電力監控裝置1〇 、 性的變化來辨識此電器的狀綠。此外、二源TP電耗特 運作模式(或稱電器的狀態)Γ如能具備多種 態、空氣調節系統的除濕 ·、=扇ς有不同的風速狀 品牌型號的電||所具備的耗電0^模式’並且不同 本實施例亦可藉由總電源τρ ;耗二:些微差異,因此 出電器的種類、狀態、甚至,特性的變化來詳細判斷 非僅監控電器是否開啟_電=。^號,而並 ^冤力監控裝置10的裝201242203 1U (seek) A044TW 36493twf.doc/I As shown in FIG. 1, FIG. 1 is a schematic diagram showing a power monitoring apparatus 10 for recognizing an electrical state based on user participation and feedback according to a first embodiment of the present invention. In this embodiment, the main power supply τρ in the household power is monitored as an example. In other embodiments, the power monitoring device can be applied to power management of an enterprise power or power company, and can also be used to monitor any power supply application. This embodiment should not be limited to this. Referring to FIG. 1, the building 100 has a plurality of electrical appliances 110-1~110-N, and N is a positive integer greater than i. For the sake of simplicity, the present embodiment takes N as 5, and now & ^ embodiment The power monitoring device 10 can monitor up to about 3 to 5 electrical appliances, about 100 amps of alternating current, but does not limit the invention. The electric power of these electric appliances 110-1 to 110-5 is supplied from the total electric power supply τρ. - In the present embodiment, the power monitoring device 1G can use the electric appliance ιι〇 - = 10-5 to obtain the mode information of the electric appliance in the switching mode day (four) production (four) power consumption situation (such as: the change of the current waveform, the electric power), By the age control ^1 ~ UG-5 power consumption. In other words, when one of the states changes state, the power monitoring device changes the polarity to identify the green of the appliance. In addition, the two-source TP power consumption operation mode (or the state of the electric appliance) can be equipped with various states, dehumidification of the air conditioning system, and = power consumption of the fan type with different wind speed brand models | 0^ mode 'and different in this embodiment can also be determined by the total power supply τρ; consumption two: slightly different, so the type, state, and even the change of characteristics of the electrical device to determine in detail whether the non-only monitoring electrical device is turned on_electric =. ^号, and the installation of the force monitoring device 10

9 I 2012422039 I 201242203

1〇(專)A044TW 36493twfd〇c/I 置及其致動方式請參照圖2,圖2是依照本發明第一實施 例說明-種辨識電器狀態的電力監控裝置ι〇之方塊圖。 =照圖2’辨識電器狀態的電力監控裝置1G包括量 :::!10及變化偵測、搜尋模組與電器特徵資料庫220, 槿徵資料庫可為完整或部分的資料庫内容。量測 匕功電源τρ的電耗特性(例如電壓及電流 之Sit:電源ΤΡ供應電力給予建築物100内 /二 —U〇—5(繪示於圖1中)。變化偵測、搜尋模 庫220迦量測模組210,用以債測 搜===。於本實施例中,變化偵測、 二化值、有效電功率、無效電功率及譜波資 特性ίί值當偵測到電乾特性變化值大於電耗 寻!·生門檻值時,變化彳貞測、搜尋模組與電 便依據此電__t化來搜 /’ 近似此變化之電器以及其狀態。其于 料可為部分或完整電__==置=之資 動透過網路、外部記憶體裝置進行更新由手動或自 在此詳細說明圖2之電力監::交= 構,如圖3所示,_ 3是圖2 m ^細電路架 裝置H)的詳細方塊圖。請參照圖電力監控 測量電源之電耗特性,並可據除電耗特 2012422031A (specific) A044TW 36493twfd〇c/I and its actuation mode, please refer to FIG. 2. FIG. 2 is a block diagram of a power monitoring device for identifying the state of an electrical appliance according to a first embodiment of the present invention. The power monitoring device 1G for identifying the state of the appliance according to Fig. 2' includes the quantity :::! 10 and the change detection, search module and appliance characteristic database 220, and the data library can be a complete or partial database content. Measuring the power consumption characteristics of the power supply τρ (such as the voltage and current Sit: power supply ΤΡ supply power to the building 100 / 2 - U 〇 - 5 (shown in Figure 1). Change detection, search module The 220-gauge measurement module 210 is used for the debt measurement search ===. In this embodiment, the change detection, the binary value, the effective electric power, the invalid electric power, and the spectral wave characteristic ίί value are detected when the electric drying characteristic is detected. The change value is greater than the power consumption search! When the threshold value is changed, the change test, the search module and the electricity are searched according to the electric__t to find the appliance that changes the change and its state. The material can be partially or The complete power __==set=the dynamics are updated through the network and the external memory device by manual or freely. The power monitoring of Figure 2 is detailed:: =, as shown in Figure 3, _ 3 is Figure 2. Detailed block diagram of the m ^ fine circuit frame device H). Please refer to the diagram power monitoring to measure the power consumption characteristics of the power supply, and according to the power consumption. 201242203

10(專)A044TW 36493twf.doc/I 實施例中,濾波單元21〇中包括反鋸齒濾波器(anti_alias filter)320及低通慮波器(1〇w_pass fUter)33〇,其中反鋸齒濾 波器320用以量測總電源τρ的電流Ιτρ,低通濾波器33〇 則用以量測總電源τρ中的電壓Vtp,並且將電流Ιτρ與電 壓vTP傳送至電耗特性量測單元34〇。此外,反鋸齒濾波 器320及低通濾波器33〇於本實施例中可利用電阻-電容 (RC)濾波電路來實現之,但不限制本實施例。 〇請繼續參照圖3,電耗特性量測單元340耦接至濾波 單元310,並且電耗特性量測單元mo對電流ιτρ與電壓 Vtp進行取樣,藉以求得總電源ΤΡ的特徵參數列。於本實 施例中,總電源tp為交流電源,因此電流Ιτρ與電壓ντρ 可藉由方程式(1)與(2)來表示: ITP(t) = Imax cos(mt + β)...........⑴10 (Special) A044TW 36493twf.doc/I In the embodiment, the filtering unit 21A includes an anti-alias filter 320 and a low-pass filter (1〇w_pass fUter) 33〇, wherein the anti-aliasing filter 320 The current Ιτρ for measuring the total power supply τρ, the low-pass filter 33〇 is used to measure the voltage Vtp in the total power supply τρ, and the current Ιτρ and the voltage vTP are transmitted to the power consumption characteristic measuring unit 34〇. Further, the anti-aliasing filter 320 and the low-pass filter 33 can be realized by a resistor-capacitor (RC) filter circuit in this embodiment, but the present embodiment is not limited. Continuing to refer to FIG. 3, the power consumption characteristic measuring unit 340 is coupled to the filtering unit 310, and the power consumption characteristic measuring unit mo samples the current ιτρ and the voltage Vtp to obtain a characteristic parameter column of the total power supply ΤΡ. In the present embodiment, the total power source tp is an alternating current power source, so the current Ιτρ and the voltage ντρ can be expressed by equations (1) and (2): ITP(t) = Imax cos(mt + β)..... ...(1)

Vjpit) ~ Vmax cos(zut + δ)...........(2) 其中’ Imax與Vmax分別為電流ITp與電壓的最大電 流值/最大電壓值,ω為總電源TP的頻率,6與々則分別 為電流ITP與電壓VTP的相位角。藉此,電耗特性量測單元 340可利用方程式(1)與方程式(2)來計算總電源Τρ之特徵 參數列’特徵參數列由總電源ΤΡ的多種特徵參數(如:電 壓方均根值vx、電流方均根值IX、有效電功率(Active P〇wer)PAX、無效電功率(Reactive Power)PRX、電流波形 的諧波資訊(Harmonics) HX、電器狀態切換造成的短暫電 流波形(Transient current wave) TCWX等)所组成,藉以表 示每次對總電源TP進行取樣的電力資訊。方程式(3)〜(?)Vjpit) ~ Vmax cos(zut + δ)..........(2) where 'Imax and Vmax are the maximum current value/maximum voltage value of current ITp and voltage, respectively, ω is the total power supply TP The frequency, 6 and 々 are the phase angles of the current ITP and the voltage VTP, respectively. Thereby, the power consumption characteristic measuring unit 340 can calculate the characteristic parameter column of the total power supply Τρ using the equations (1) and (2), and the characteristic parameter column is composed of various characteristic parameters of the total power supply ( (eg, the voltage rms value vx, Current rms value IX, effective electric power (Active P〇wer) PAX, reactive power (Reactive Power) PRX, harmonic information of current waveform (Harmonics) HX, transient current waveform caused by electrical state switching (TCWX, etc.) The composition is used to represent the power information that is sampled each time the total power source TP is sampled. Equation (3) ~ (?)

S 11 201242203 10(専)A044TW 36493twf.doc/I 為本實施例中特徵參數列所包含的特徵參數及其計算方 式,其中諧波資訊HX為電流波形經傅立業轉換(f〇urier transform)後所產生的特徵參數。S 11 201242203 10(専)A044TW 36493twf.doc/I is the characteristic parameter included in the characteristic parameter column of the present embodiment and the calculation method thereof, wherein the harmonic information HX is the current waveform after the F〇urier transform The resulting characteristic parameters.

(3) (4) (5) ⑹ .⑺ vx = IX = PAX = VXxIXx C0S( j _ yj) PRX = VXxIxx Sin(^ _ py 00 HX=:Tj贿cos(k〇)t + j3).·· k^\ 上述這些特徵參數皆為本實施例之舉例,設計者可依 其需求來增加或減少特徵參數的種類,藉以作為監控總電 源TP及電器特徵資料庫搜尋時的依據,本發明不應以此 為限。此外’本實施例的電耗特性量測單元340以美國類 比益件公司(Analog Devices,Inc.,簡稱ADI)的電源量測晶 片ADE7756作為實現方式,其可以7 6k次/每秒的速度進 行取樣’並且透過序列周邊介面(§erial peripherai interface Bus,簡稱SPI)將上述之特徵參數列傳送至變化價測、搜 尋模組與電器特徵資料庫220,在此不再贅述,但本實施 例之電耗特性量測單元34〇的實現方式不應以此為限。 請繼續參照圖3,變化偵測、搜尋模組與電器特徵資 料庫220可包括記憶單元360及搜尋單元350。記憶單元 360儲存有電器特徵資料庫。此外,搜尋單元350輕接至 12 201242203(3) (4) (5) (6) .(7) vx = IX = PAX = VXxIXx C0S( j _ yj) PRX = VXxIxx Sin(^ _ py 00 HX=:Tj bribe cos(k〇)t + j3). · k^\ The above-mentioned characteristic parameters are all examples of the embodiment, and the designer can increase or decrease the type of the characteristic parameter according to the requirement, so as to use as the basis for monitoring the total power supply TP and the electrical feature database search, the present invention does not It should be limited to this. In addition, the power consumption characteristic measuring unit 340 of the present embodiment uses the power measuring chip ADE7756 of Analog Devices, Inc. (ADI) as an implementation manner, which can be performed at a speed of 7 6 k times per second. Sampling and transmitting the above-mentioned characteristic parameter sequence to the change price measurement, search module and electrical feature database 220 through the serial peripherai interface bus (SPI), which will not be described here, but the embodiment The implementation of the power consumption characteristic measuring unit 34A should not be limited thereto. Referring to FIG. 3, the change detection, search module and appliance feature library 220 can include a memory unit 360 and a search unit 350. The memory unit 360 stores an electrical feature database. In addition, the search unit 350 is lightly connected to 12 201242203

10(専)A044TW 36493twfdOC/I 記= ”60。搜尋單元35〇可依據本次取樣的特徵參數 列:Γ人取樣的特徵參數列來谓測並計算此變化的變化特 徵>、列’且變化特徵參數列中的特徵參數包括有:變化 電飢波也之邊波資訊(為本此取樣之電流波形與前次取樣 之電流波形的之諧波差異)、電流料根變録(為本此取 樣之電流方均根值與前次取樣之電流方均根值的差值)、有 效電功率及無效電功率、電器狀態切換造成的短暫電流波 开/而於其他貫施例中,變化特徵參數列中的特徵參數亦 可包括總電源TP的電流與電壓之相位角差異等其他電力 參數,本發明不應以此為限。接著,當搜尋單元⑽偵測 到電耗特性大於門檻值時,搜尋單元35()便依據此變化特 徵J數列來搜尋記憶單元中36〇之電器特徵資料庫,藉以 取知近似此變化之一個或多個可能的電器及其狀態,或是 多個可能電器狀態的組合。此外,於本實施例中,搜尋單 元350採用微芯(Microchip)公司的pici8F26Jll單晶片作 為實現方式,但亦可以利用以場可編程問@陣列 (field-programmable gate array,FPGA)、複雜可編程邏輯裝 置(complex programmable logic device,CPLD)、特殊應用積 體電路(application specific integrated circuit,ASIC)作為其 實現方式,本發明不應以此為限。 若此電器狀態之偵測為電力監控裝置10首次偵測發 現之結果’電力監控裝置1〇可通知使用者,請求使用者確 S忍上述搜尋結果。使用者可透過確認搜尋結果或從可能之 電器中選取正確之電器,藉以協助建立電器特徵資料庫。 13 20124220310(専)A044TW 36493twfdOC/I = "60. The search unit 35〇 can refer to the characteristic parameter column of the current sampling: the characteristic parameter column of the sampling of the person to measure and calculate the variation characteristic of the change>, column 'and The characteristic parameters in the variation characteristic parameter column include: side wave information for changing the electric hunger wave (the harmonic difference between the current waveform of the sampling and the current waveform of the previous sampling), and the current material root change record (for The difference between the rms value of the current and the rms value of the previous sampling), the effective electric power and the reactive electric power, and the transient current wave caused by the switching of the electrical state. In other embodiments, the characteristics in the characteristic parameter column are changed. The parameter may also include other power parameters such as the phase angle difference between the current and the voltage of the total power source TP, and the present invention should not be limited thereto. Then, when the search unit (10) detects that the power consumption characteristic is greater than the threshold value, the search unit 35 ( According to the variation feature J series, the 36-inch electrical feature database in the memory unit is searched for, to know one or more possible electrical appliances and their states, or multiple possibilities. In addition, in the present embodiment, the search unit 350 uses a microchip (microchip) pici8F26J11 single chip as an implementation, but can also utilize a field-programmable gate array (FPGA). ), complex programmable logic device (CPLD), application specific integrated circuit (ASIC) as its implementation, the invention should not be limited to this. If the state of the electrical device is detected The power monitoring device 10 first detects the result of the discovery. The power monitoring device 1 can notify the user to request the user to endure the search result. The user can confirm the search result or select the correct appliance from the possible appliances. To assist in the establishment of an electrical characteristics database. 13 201242203

1 〇(專)A〇44TW 36493twf.doc/I 由使用者所確認之電器耗電特徵與電器 新記憶單元中360之電器特徵資料庫。存;在電 置10中之資料可為部分或完整電器特徵資料庫=: 由手動或自動方式透過網路、外部記憶體。、β經 資料交換。 裝置細更新與 在此詳細說明由廣大使用者協助建立之電哭 庫其内容與用it,本實施例可先行記錄許多的^器 1〜110—5於狀態變化時所產生的電耗斯生變化,將 2 稱(例如可由電賴識值來得到對應的電器名稱). 態、以及電耗特性變化三者間之對應關係,建構器 徵資料庫之中。詳言之,每個電器於狀態變更時,其^應 的電耗特性變化皆不相同’例如電扇與空氣調節系^於^ 閉狀態至開啟狀態的電流變化量、電功率、變化電茂波开^ 經傅立業轉換(fourier transform)後產生之諧波資訊電^ 狀態切換造成的短暫電流波形皆不相同,在電器特徵資料 庫建構的過程中,使用者可以進行電器狀態切換,在偵測 到上述電耗特性變化時,透過電器與電器狀態的點選或輸 入,將電器、電器狀態、與偵測出之電耗特性變化存入電 器特徵資料庫中。因此,本發明實施例便可經由使用者的 參與協助將總電源TP的電耗特性變化以及其相似的電器 名稱、電器特徵值與電器狀態等資訊來建構電器特徵資料 庫。為了簡化說明,在此提出部分簡化之電器特徵資料庫 (如表(1)所示)藉以說明本發明實施例的精神。1 〇(专)A〇44TW 36493twf.doc/I The electrical characteristics of the electrical appliance confirmed by the user and the electrical characteristics database of the electrical appliance in the new memory unit. The data in the device 10 can be a partial or complete electrical feature database =: manually or automatically through the network, external memory. , β exchange of data. The device is updated in detail and the contents of the electric crying library created by the majority of users are described in detail herein. This embodiment can record a lot of the power consumption of the device 1~110-5 when the state changes. Change, the 2 name (for example, the name of the corresponding appliance can be obtained by the value of the electric levy). The correspondence between the state and the change of the power consumption characteristics is among the constructor's database. In detail, each appliance changes its power consumption characteristics when the state changes. For example, the amount of current change, electric power, and electric power of the fan and air conditioning system are changed from the closed state to the open state. ^ After the Fourier transform, the harmonic current information generated by the state switching is different. In the process of constructing the electrical characteristics database, the user can switch the electrical state. When the power consumption characteristic changes, the change of the electrical appliance, the electrical state, and the detected power consumption characteristic are stored in the electrical characteristic database through the selection or input of the state of the electrical appliance and the electrical appliance. Therefore, the embodiment of the present invention can construct the electrical characteristic database by using the user's participation to assist in changing the power consumption characteristic of the total power source TP and its similar appliance name, appliance characteristic value and appliance state. In order to simplify the description, a partially simplified electrical feature database (shown in Table (1)) is presented herein to illustrate the spirit of the embodiments of the present invention.

201242203 10(專)A044TW 36493twf.doc/I 1器識 W電你值 料編 資庫號 110— 1201242203 10 (special) A044TW 36493twf.doc/I 1 device knowledge W electricity your value material compilation library number 110-1

110— S-l 110— 2110- S-l 110-2

電器 種類 電扇 電扇 電扇 電扇 電冰 箱 器牌型 電品與號 牌型 牌型 |牌型 f牌型 牌型 f牌號 f牌型 AB號 AB號 AB 號 AB號 CD號 E 型 | A G 號 電器狀 態 關閉-> 第一風 第二風 第一風 速->關 關閉 第一風 關閉-> 第一風Electric appliance type Fan fan Fan fan Fan refrigerator type electric and number plate type | Brand f brand type f brand f type AB No. AB No. AB No. AB No. CD No. E type | AG No. -> First Wind Second Wind First Wind Speed -> Off First Wind Off -> First Wind

第一風 兔 壓縮乐' 啟動First wind rabbit compression music 'start

I流化 _電變值 效功 有電率 效功 無電率 波訊 諸資 暫流形 短電波 ΗI fluidization _ electric variable value effect power rate efficiency power rate no electricity rate wave information capital investment temporary flow short wave Η

T ΡΑΠ ΡΑ12 ΡΑ13 ΡΑ14 ΡΑ15 ΡΑ16 ΡΑ17T ΡΑΠ ΡΑ12 ΡΑ13 ΡΑ14 ΡΑ15 ΡΑ16 ΡΑ17

ΗΗ

T 電器中電彻欄位包括資 變Μ哉值電器種類、電器品牌與型號、電器狀態以/ 表’徵參數列中的各種特徵參數,表⑴所狀變化制 ς數列以電流變化值、有效電功率、諧波資訊(為變化電;诚^傅立業轉換產生之結果)以及短暫電流波形作為i 據,、搜尋參考,但不限制本發明。The T-electricity electric field includes the types of power-depreciating electric appliances, electric appliance brands and models, electrical appliances, and various characteristic parameters in the table. The table (1) changes the number of series to the current change value and is valid. The electric power, the harmonic information (for the change of electricity; the result of the conversion of Fu Chengye) and the transient current waveform as the data, search for reference, but do not limit the present invention.

S 15S 15

201242203ιυν^;Λ〇44Τψ 36493twf.doc/I 在此以表(1)舉例說明之,假設電器11〇— no-卜目前在電器特徵資料庫中有四筆經由使用 的資料,資料庫編號M至丨_3及資 ^供 資料A相σ必 夂貝卄犀編戒2-1的電器 貝ή為㈣電裔品牌及型號的電扇m,但是 =者所提供,例如,資料庫編號1。1至1‘3的電器資料為 供此:資料庫編號2-1的電器資料則為另-個 便用者徒供。此電扇U0—1且古一括处 π ± υ 1具有二種狀態,分別為,,第一 、 苐一風速"、”關閉”,因此表(1)的第一 當電器為電扇(其電器辨識值為110— =4戶 態時的變化義狀態變更為第—風速狀 ,數列可以表示為(IU,ΡΑ11,則, 就 s 今,総、(I14,PA14,PR14,Η14,Τ14)的平均值,也 用ί所接2特徵參數列可以是相同型號的電器在不同使 耗電特特徵參數之平均值,藉以作為該電器型號之 ^ ,進行資料的比對與搜尋。並依此類推,當 可Γ甘0Γ1 *關閉狀態變更為第二風速狀態時,由表⑴ Tu)'、憂^特徵參數列可表示為(112,PA12,PR12,m2, 特徵次二ΐ述y知,當參與的使用者越多,所提供的電器 雷哭二r就越多’其平均的電器特徵資料就越能呈現出該 耗電特徵行為,另—方面,透過使用者的貢獻與回 —貝料庫將可以協助建立新電器的耗電特徵資料。 現的2偵測的電器狀態為電力監控裝置ig首次制發 。’例如其變化特徵參數列表示為(ns,PA18, 201242203201242203ιυν^;Λ〇44Τψ 36493twf.doc/I Here is an example of Table (1). Assume that the electrical appliance 11〇- no-Bu currently has four data in the electrical characteristics database, the database number M to丨 _3 and 资 ^ for information A σ 夂 夂 卄 卄 卄 卄 2-1 2-1 2-1 2-1 电器 电器 电器 2-1 2-1 2-1 2-1 2-1 2-1 电 电 电 电 电 电 电 电 电 电 电 电 电 电 电 电 电 电 电 电 电 电 电 电 电 电The electrical information to 1'3 is for this: the electrical data of database number 2-1 is for another user. The fan U0-1 and the ancient one are π ± υ 1 have two states, respectively, the first, the first wind speed ", "close", so the first electrical appliance of the table (1) is an electric fan (its electric appliance) When the identification value is 110—=4, the change meaning state is changed to the first-wind speed, and the sequence can be expressed as (IU, ΡΑ11, then, s, 総, (I14, PA14, PR14, Η14, Τ14) The average value is also connected to the characteristic parameter column of ί. It can be the same type of electrical appliance in which the average value of the characteristic parameters of the power consumption is used as the electrical model, and the data is compared and searched, and so on. When the 关闭 Γ 0 Γ 1 * off state is changed to the second wind speed state, the table (1) Tu) ', worry ^ characteristic parameter column can be expressed as (112, PA12, PR12, m2, feature second narration y know, when The more users who participate, the more electric appliances are provided. The more the average electrical characteristics data, the more the characteristics of the electrical characteristics can be presented. On the other hand, through the contribution and return of the user. The library will be able to assist in the establishment of power consumption characteristics of new appliances. The state is that the power monitoring device ig is first issued. ' For example, its variation characteristic parameter column is expressed as (ns, PA18, 201242203)

1〇(專)A044TW 36493twfd〇c/I PR18 ’ H18 ’ T18),電力監控裝置1〇可通知使用者,請求 使用者確認搜尋結果,使用者可透過確職尋結果或從可 能之電器中選取正確之電器,協助建立電器特徵資料庫。 例如電力監控|置1G判斷此變化特徵參數列最相近於電 扇U0—1由關閉狀態變更為第一風速狀態的變化特徵來 數列,經由㈣者確認_正雜,職域用者破認後 的電器耗料徵與電器對應資訊將可Μ更新記憶單元令 360的電器特徵資料庫’並將其存放在資料庫編號q的 位置。有#於此,電扇UG—i纟關閉狀態變更為第一 電H耗電雜也會因域加人的使用者貢獻 會持續改變。 在此以圖3之架構以及電扇110一丨來舉 辨識電器狀態的電力監控方法,如圖4所示,_4是^ 本,明第—實施例說明—種辨識電器狀態的電力監控方法 之流程圖。請參照圖4,於步驟s·時,濾波單元^中 的反顯濾波器320及低通滤波器33〇_總電源τ 電耗特性(如電流與冑壓),並且祕這 訊,藉以產生總電源ΤΡ之電流Ιτρ與電壓—ντρ二著的$ 步驟S420卜電耗特性量測單元340對電流Ιτρ與電壓 VTP進行取樣,以求得總電源τρ的特徵參數列。 請繼續參照圖4,於步驟S430中,搜尋單元35〇依 本次取樣與前此取樣的錄參數㈣求得電轉性變2 變化特徵參數列,並於步驟S44〇時,搜尋單元35〇偵 到電耗特性變化大於n檻值時(例如電流變化值大於電f % 171〇(专)A044TW 36493twfd〇c/I PR18 ' H18 ' T18), the power monitoring device 1 can notify the user, requesting the user to confirm the search result, the user can find the result through the job or select from the possible appliances The right appliance helps to build an electrical feature database. For example, power monitoring|set 1G judges that the characteristic parameter column of the change is closest to the change characteristic of the fan U0-1 from the closed state to the first wind speed state, and the electric appliance is confirmed by the (four) person. The information on the consumption and the electrical appliance will update the electrical feature database of the memory unit order 360 and store it in the location of the database number q. There is #, the fan UG-i 纟 off state is changed to the first electric H power consumption will also continue to change due to the user contribution of the domain plus people. Here, the power monitoring method for identifying the state of the electrical appliance is illustrated by the architecture of FIG. 3 and the electric fan 110. As shown in FIG. 4, _4 is a copy of the power monitoring method for identifying the state of the electrical appliance. Figure. Referring to FIG. 4, in step s·, the inverse display filter 320 and the low-pass filter 33 〇 _ the total power supply τ power consumption characteristics (such as current and voltage) in the filtering unit ^, and the secret information, thereby generating The current Ιτρ of the total power supply 与 is equal to the voltage ντρ. Step S420: The power consumption characteristic measuring unit 340 samples the current Ιτρ and the voltage VTP to obtain a characteristic parameter column of the total power supply τρ. Referring to FIG. 4, in step S430, the searching unit 35 obtains the electrorotation variable 2 change characteristic parameter column according to the current sampling and the recording parameter (4) of the previous sampling, and in step S44, the searching unit 35 detects When the power consumption characteristic changes by more than n槛 (for example, the current change value is greater than the power f % 17

201242203 iu^;a044TW 36493twf.doc/I 門檻值),便進入步驟S450,否則便回到步驟S42〇以持續 對總電源TP持續進行取樣來取得變化特徵參數列。 在此以風扇110—1作為舉例說明步驟S43〇〜S44〇,並 假設其他的電器110—2〜110—5皆無改變狀態,如圖 與圖5B所不,圖5A是前次取樣之總電源τρ的電流波形 圖,此時風扇100 — 1位於關閉模式。圖5Β則是本次取樣 之總電源τρ的電流波形圖,此時風扇wo—i位於第一風 速模式。藉此,於步驟S440 t,若前次取樣的電流波形(圖 5A)與本次取樣的電流波形(圖5B),以及其造成的電耗特 性參數如電流變化值、有效電功率、無效電功率相減所取 得的,變化大於門檻值時,便可表示風扇11〇_丨的狀態由,, 關閉切換至第一風速”。如遇兩個或兩個以上電器同時開 啟、同時關閉、或同時進行運作狀態的切換,產生之電耗 特性將可是作如表(1)數個電器變化特徵參數列的組合,因 此對於兩個或兩個以上電器同時切換狀態,本發明之電力 監控方法亦可辨識。 相對地,若總電源TP的電耗特性未有變動或過小, ,表不總電源TP所供應電力之電器11〇—nuo—s的狀 態皆無變動。 接著,於圖4之步驟S450中,搜尋單元35〇可依據 電耗特性與變化特徵參數列來搜尋電器特徵資料庫,藉以 取得近似上述電器特徵資料庫中一個或多個電器特徵值, =可,之電器與其狀態,或多個電器特徵值與其狀態之組 合。詳言之,步驟S450中,搜尋單元350將變化特徵參 % 18 201242203201242203 iu^;a044TW 36493twf.doc/I threshold value), then the process goes to step S450, otherwise it returns to step S42 〇 to continuously sample the total power source TP to obtain the change characteristic parameter column. Here, the fan 110-1 is taken as an example to illustrate steps S43〇~S44〇, and it is assumed that the other electric appliances 110-2~110-5 have no change state, as shown in FIG. 5B, FIG. 5A is the total power supply of the previous sampling. The current waveform of τρ, at which time the fan 100-1 is in the off mode. Figure 5Β is the current waveform of the total power supply τρ of this sampling. At this time, the fan wo-i is in the first wind speed mode. Thereby, in step S440 t, if the current waveform of the previous sampling (Fig. 5A) and the current waveform of the current sampling (Fig. 5B), and the resulting power consumption characteristic parameters such as current variation value, effective electric power, and reactive electric power If the change is greater than the threshold value, it can indicate that the state of the fan 11〇_丨 is, and the switch is switched to the first wind speed.” If two or more appliances are turned on at the same time, simultaneously turned off, or simultaneously The switching of the operating state, the resulting power consumption characteristic will be a combination of several electrical characteristic change parameter columns as shown in Table (1), so the power monitoring method of the present invention can also be recognized for the simultaneous switching state of two or more appliances. In contrast, if the power consumption characteristic of the total power source TP is not changed or is too small, the state of the appliance 11〇-nuo_s indicating that the power supplied by the total power source TP is not changed. Next, in step S450 of FIG. The searching unit 35 searches for the electrical feature database according to the power consumption characteristic and the change characteristic parameter column, so as to obtain one or more electrical feature values in the electrical property database, = The combination of its electrical status, one or more electrical characteristic values of their state. In detail, in step S450, the search unit 350 changes the reference characteristic 18201242203%

1〇(專)A044TW 36493tw£d〇c/I 數列的變化電流波形進行傅立業轉換,以求得待比對之諧 波資訊HX。 ° 此外,搜尋單元350依據變化特徵參數列的電流變化 值IX、有效電功率PAX及無效電功率pRX、諧波資訊 HX、電器狀態切換造成的短暫電流波形(Transient wave) TCWX(例如表(1))來搜尋電器特徵資料庫,以取得 近似之電器辨識值與電器狀態。本實施例利用最鄰近搜索 法(K-nearest neighbor algorithm,簡稱 KNN)作為搜尋電器 特徵資料庫的演算法(但不依此為限),並依據電流變化值 IX、有效電功率PAX、無效電功率prx、諧波資訊Ηχ及 電器狀態切換造成的短暫電流波形(Transient cmTent wave) TCWX對電器特徵資料庫進行搜尋時,由於最鄰近搜索法 在比對特徵參數時會具有誤差範圍,有可能會取得多個電 器辨識值以及其電器狀態,若搜尋單元350計算求得的變 化特徵參數列(IX ’ PAX ’ PRX,HX,TCWX)最接近表⑴ 的相同電器型號、相同電器狀態之變化特徵參數列平均值 時,如偵測之變化特徵最相近於(11丨,PA1丨,pR1丨,m i, Til)與(114,PA14,PR14 ’ H14 ’ T14)的平均值,表示電 扇lio—1於此時從關閉狀態轉換至第一風速狀態。 回到圖4的步驟S450,變化偵測、搜尋模組與電器特 徵資料庫會依據所偵測的電耗特性及變化狀態參數列(以 下將所偵測的電耗特性及變化狀態參數列稱為一偵測變化) 來搜尋例如上述表(1)中電器特徵資料庫的諸多耗電特 徵,並進行比對而產生其匹配結果(或稱為相似度)以及電 191〇(Special) A044TW 36493tw£d〇c/I The series of varying current waveforms is transformed into a Fourier transform to obtain the harmonic information HX to be compared. In addition, the search unit 350 according to the current characteristic value IX of the characteristic parameter column, the effective electric power PAX and the reactive electric power pRX, the harmonic information HX, and the transient current waveform (Transient wave) TCWX caused by the electrical state switching (for example, Table (1)) Search for the electrical characteristics database to obtain approximate electrical identification values and electrical status. In this embodiment, a K-nearest neighbor algorithm (KNN) is used as an algorithm for searching for an electrical feature database (but not limited thereto), and according to a current change value IX, an effective electric power PAX, an invalid electric power prx, Transient cmTent wave caused by harmonic information and electrical state switching When TCWX searches for the electrical feature database, it may be possible to obtain multiple errors due to the nearest neighbor search method when comparing characteristic parameters. The appliance identification value and the state of the appliance, if the search unit 350 calculates the obtained variation characteristic parameter column (IX 'PAX 'PRX, HX, TCWX) which is closest to the same appliance model of the table (1), and the variation characteristic parameter column average of the same appliance state When the detected variation characteristics are closest to (11丨, PA1丨, pR1丨, mi, Til) and (114, PA14, PR14 'H14 'T14), the average fan indicates that the fan lio-1 is at this time. The off state transitions to the first wind speed state. Returning to step S450 of FIG. 4, the change detection, search module and the electrical feature database are listed according to the detected power consumption characteristics and the change state parameter column (hereinafter, the detected power consumption characteristics and the change state parameters are listed. For a detection change, to search for many power consumption characteristics of the electrical feature database in the above table (1), and compare them to produce a matching result (or similarity) and electricity 19

201242203 ii/v^/i-i.044TW 36493twf.d〇c/I 器搜尋結果,電輯尋絲巾可能 的電器資訊,並且這些電器資訊包括有 】 器的狀態資訊。於步驟S455中,若使 ::電 正確的電器資訊時,例如,使用者 /提供 訊(可能是單一個電器資訊、多傯:二::電器資 i古此雷哭沾此吁、^ y脚电态的電器組合資訊以及 二,,狀ϋ或疋使用者主動要求確 ==在電器搜尋結果的可能電器資訊 以、; 候,則可能表示一個新型的電器㈣測出=電 或疋一個新安裝的電器被偵測出來。 用去2 ’於步驟鳩中,變化偵測、搜尋模組藉由使 訊來取得正確的電器資訊,並將上述的』 =匕作為此正確鞋t訊的電耗熟(例如 ==耗特徵參數列),藉以觸發步驟s49。以 :正確:電器資訊以及所債測的變化來更新電器特徵資 特徵值。S48〇m稱、電器狀g及其耗電 ^ η發步驟s490的同時,亦會進入步 狀1 φ正確的電器資訊來取得對應電器名稱及其 此=特徵ΐ料庫的建立可以由廣大使用者提供’ s任電器特徵資料庫的提供者提供。 2使用者並沒有主動提供電器資訊時,則由步驟s455 4 S46G ’利用崎電n特徵資料庫所得的相似度與 =門檻錢行_。t在電器舰資料庫⑽某一筆 資難_到魏特徵變化的相似度位於匹配門檻 值内時,由步驟讓進入步驟期,並取得與上述之偵201242203 ii/v^/i-i.044TW 36493twf.d〇c/I Search results, electrics can find possible electrical information, and these electrical information includes the status information of the device. In step S455, if:: the correct electrical information, for example, the user / provide information (may be a single electrical information, more than: two:: electrical equipment i ancient this thunder cry this call, ^ y The electrical information of the electric appliance of the foot and the second, the user or the user actively request == the possible electrical information in the electrical search result,;;, may indicate a new type of electrical appliance (4) measured = electric or 疋The newly installed appliance is detected. Use 2' in the step ,, change detection and search module to obtain the correct electrical information by means of the message, and use the above 』=匕 as the correct shoe t The power consumption is cooked (for example, == consumption characteristic parameter column), thereby triggering step s49. To: correct: the electrical information and the changes in the debt measurement to update the characteristic value of the electrical feature. S48〇m, electrical shape g and its power consumption ^ When η sends the step s490, it will also enter the step 1 φ correct electrical information to obtain the corresponding electrical name and its establishment. The establishment of the feature library can be provided by the majority of users' provider of the electrical feature database. Provided. 2 users did not take the initiative When the power supply information is used, the similarity obtained by the Saki Electric n feature database is s455 4 S46G's and the 槛 槛 槛 _ 。 在 在 在 电器 电器 电器 电器 电器 电器 电器 电器 电器 电器 电器 电器 电器 电器 电器 电器 电器 电器 电器 电器 电器 电器 电器 电器 电器 电器When matching the threshold value, the step is to enter the step period and obtain the above detection

201242203 10(專)A044TW 36493twf.doc/I 測變化最為近似(亦即其相似度最小)、且位在電 料庫内該筆資料的對應電器名稱及其狀態。 ^ 在此詳細朗步㈣,若在㈣雜 :貝料中-個電器或-電器組合的電器特徵值及 測得到的電器電耗特性相似,並 ^狀心〜、偵 以内的時候,則利用該筆資料度在匹配門梧值 。或疋’如果在電器特徵資料庫㈣時有多筆資料 的電器特徵值跟所偵測得到的電器電耗特性相似 似度皆在匹配門插值以内,則取得最相近之對_ ^ ,。相對地,在電器特徵資料庫内若沒有電二; 檻值的時候,職步 ^度^有達到匹配門 化設定為-未知電器或_未 ^S465,將此偵測變 藉此,電力監控裝置1〇可依據 的耗電情況。舉例而言,電力 藉以記錄每個電器 1以及其他電器11G—2〜110i5mG可記錄風扇11〇一 狀態的耗電情形等,藉狀態的時刻、每種 110—1〜110__5的耗叉、侍建桌物刚中每個電器 或其他資訊顯示袭置等經路了 :=手機 及無線網猶顯*智# (例如有線網路 電形況、耗電效率表所5己錄的每個電器之耗 在此不多加費建議”進行省電管理等用途,201242203 10 (Special) A044TW 36493twf.doc/I The most similar change (that is, its similarity is the smallest), and the corresponding electrical name and its status of the data in the battery. ^ In this detailed step (4), if in the (four) miscellaneous: beech material - an electrical appliance or - electrical combination of electrical characteristics and measured electrical power consumption characteristics are similar, and ^ heart ~, within the detection, then use The data is at the matching threshold. Or 疋' If the electrical characteristic value of multiple data in the electrical characteristic database (4) is similar to the detected electrical power consumption characteristic of the appliance, the closest match is obtained, then the closest pair _ ^ is obtained. In contrast, if there is no electricity in the electrical characteristics database; when the value is depreciated, the job level ^ has reached the matching gate setting to - unknown electrical appliance or _ not ^ S465, this detection is changed, power monitoring The power consumption of the device can be based on. For example, the electric power is used to record each electric appliance 1 and other electric appliances 11G-2 to 110i5mG to record the power consumption situation of the fan 11 in a state, the state of the borrowing state, the consumption of each 110-1~110__5, the service building Every piece of electrical equipment or other information in the table shows that it has been attacked: = mobile phone and wireless network still show * Zhi # (such as wired network electrical condition, power consumption efficiency meter 5 recorded each electrical appliance It is not necessary to increase the fee for this purpose.

二貪Λ顯不裝置亦可對於智慧型電表 •S 21Second, greedy display device can also be used for smart meters • S 21

201242203 ιυ(寻』AU44TW 36493twfd〇c/I 特徵㈣庫與自動提醒使用者 進仃即電計畫等功用。 在此說明符合本發明之第二實施例,如圖6所示,圖 疋依照本發明第二實施例說明—種辨識電器狀離的電力 = 广示意圖。本實施例與第一實施例相似,因此 記憶單Μ—具備有限的記二量ί 厂糾時更新其内含的電器特徵資料庫資訊,因此本實 控裝置6〇可藉由網際網路620及雲端運算技 :來供龐大之電㈣徵#料庫以及迅速準確的搜尋能 ^廠商與使用者村隨時擴充與更新電料徵資料庫, =利用雲端儲存技術將耗電記錄備份於網際網路62〇之 搜哥模組與電器特徵資料庫㈣中。於其他實施例中亦 Ιίϊ力監控裝置1G無法在其内部的電科徵資料庫搜 哥到電器狀態日寺,可利用網際網路㈣201242203 υ 寻 寻 AU44TW 36493twfd 〇 c / I feature (four) library and automatically remind the user to enter the power plan and other functions. Here is a description of the second embodiment of the present invention, as shown in Figure 6, according to the The second embodiment of the invention is illustrative of the electric power of the identification of the electric appliance = a broad schematic view. This embodiment is similar to the first embodiment, so that the memory unit has a limited number of records. Database information, so the actual control device 6 can be used by the Internet 620 and cloud computing technology: for the huge electricity (four) levy # 料 料 and quick and accurate search can ^ manufacturers and users village at any time to expand and update electricity The material database, the cloud storage technology is used to back up the power consumption record in the Internet search system and the electrical feature database (4). In other embodiments, the power monitoring device 1G cannot be used in the internal database. Electric science levy database search brother to the electrical state of the day temple, can use the Internet (4)

料庫㈣再次進行搜尋,以增加電器狀態辨識S 際網=:,,=:^,6。亦與網 逆糟以相連至搜哥模組與電器特徵資料庫 0。於本實施例中,在此假設電器110—4為資訊顯示 fUO—4(例如筆記型電腦),其可經由網際網路62〇作^ 貝轉輸路徑,以藉此存取智慧型電表⑼中記錄的電哭 Ο-ΜΟ—5之耗電觀,並將這些龍提供給使用者 知曉,並搜尋模組與電器特徵㈣庫㈣中使用者The library (4) searches again to increase the electrical status of the S network =:,, =: ^, 6. Also connected to the network to the Sogo module and electrical characteristics database 0. In this embodiment, it is assumed here that the electric appliance 110-4 is an information display fUO-4 (for example, a notebook computer), which can be used as a transfer path via the Internet 62 to access the smart meter (9). Record the power consumption of the electric crying ΜΟ-ΜΟ-5, and provide these dragons to the user to know, and search for the module and electrical features (4) the user in the library (4)

22 S 201242203 I〇(專)A044TW 36493twfd〇c/i f器耗電特徵、耗電原因、節電建議等資料來進;r 器是否老t損^議、(如Γ嶋洗以降低耗電、‘ 次H =貝晨:)、省電官理等功能,使用者亦可藉由 盖雷:I農0—4對智慧型電表60進行系統控制、6 二^ 料庫及自動提㈣電計晝和賴,在此不多 辨識圖7是依照本發明第二實施例說明-種 =二控裝置60包括量測模組跡變化侧 專輸单7L 720以及湘贿網路㈣相連之搜尋模 630,於本實施例中,變化侧單元710、傳輸單元72〇及 =模組㈣可合稱為變化侧、搜尋模組與電 料庫㈣。單元谓可依據本讀前次取^= 徵參數列來侧並計算每次取樣間變化的變化特徵^ f本實施例之電力監妙置㈣了將搜尋電ϋ特徵資料 庫的動作猎由雲端計算技術來實現,藉崎低其運, 因此當偵測到電耗特性大於門檻值時,變化躺單元彻 便產生-變化餘封包,此變化概封包具錢化特徵參 數列以及相關f訊,傳輸介面單元72()將此變化特徵封 經由網際網路㈣傳送至搜尋模組與鞋特徵資料庫謂。 請繼續參照圖7,本實施例之搜尋模組與電器特徵資 料庫630可由-個或多個飼服器组成’藉以加強其搜尋運 算能力,並可藉由獨立磁碟冗餘陣列(簡稱論〇)的 增加電器特徵資料庫的容量,但不以此為限。搜尋模組與22 S 201242203 I〇 (special) A044TW 36493twfd〇c/if device power consumption characteristics, power consumption reasons, power saving advice and other information to enter; r device is old t damage, (such as washing to reduce power consumption, ' The second H = Beichen:), power-saving official functions and other functions, users can also use Gai Lei: I agriculture 0-4 for intelligent meter 60 system control, 6 2 ^ library and automatic (four) electricity meter FIG. 7 is a second embodiment of the present invention. The second control device 60 includes a measurement module trace change side special 7L 720 and a bribe network (4) connected search mode 630. In this embodiment, the change side unit 710, the transmission unit 72, and the = module (4) may be collectively referred to as a change side, a search module, and an electric material library (4). The unit can be based on the previous reading of the ^= parameter column to calculate the change characteristics of each sample. ^ f Power monitoring of this embodiment (4) the action of searching the eDonkey characteristic database by the cloud The calculation technology is used to realize that it is low in luck. Therefore, when the power consumption characteristic is detected to be greater than the threshold value, the change lying unit will generate a change-variant packet, and the change packet includes the parameterized parameter column and the related information. The transmission interface unit 72() transmits the change feature envelope to the search module and the shoe feature database via the Internet (4). Continuing to refer to FIG. 7, the search module and the appliance feature database 630 of the present embodiment may be composed of one or more feeders to enhance their search computing capabilities, and may be redundant arrays of independent disks. 〇) Increase the capacity of the electrical feature database, but not limited to this. Search module and

23 S 20124220323 S 201242203

l〇(l:)A〇44TW 36493twf.doc/I 電器特徵資料庫630經由網際網路62〇來接收上述變化特 徵=包,並依據變化特徵封包中的變化特徵參數列來搜尋 電器特徵資料庫,藉以取得近似此變化特徵的電器及其狀 態’其搜尋方式已描述於第一實施例中,在此不再贅述。 於本實施财,鱗模組㈣所產生職尋絲(如電器及 其狀態)將會經由傳輸路徑62〇傳送回傳輸單元MO,以使 變化偵測單元710可藉此來辨識與監控電器110-KU0— 5的狀態及耗電狀況,同時使用者可透過確認搜尋結果或 選取正確之電器及其電器狀態,參與電器特徵資料庫之建 立,也可以透過網際網路620更新電器特徵資料庫。 於本發明之其他實施例中,建築物1〇〇亦可以具有多 個負載感測單元61G。負載感測單元⑽可|設^電器 5所連接的插座中,主要功能在於辨識插座 上的電裔是否有負载,並回報是否有負载的資訊給電力監 控裝置60,並且藉由電力線網路(如細、. communication,簡稱PLC)或無線網路(如、無線射 頻通訊(Radio frequenCy ’簡稱RF))等網路介面來與電力監 控裝置60相連’因此結合上述電器偵測資訊,以及負載感 測單元回報是否有負載的資訊,電力監控裝置的即可將電 器與插座作-連結,若提供插座與負戴感測單元之位置資 訊,電力監控裝置60即可判斷每一個電器11〇—卜丨⑴―5 的位置與其耗電狀態(例如位在一樓的電器11〇—丨〜丨⑴一 3〃、位在二樓的電器110一4與電器11〇二°5),並可藉此計 异建築物100中每個區域的耗電分布分析,幫助企業或家 24L〇(l:)A〇44TW 36493twf.doc/I The electrical feature database 630 receives the above-mentioned change feature=package via the Internet 62〇, and searches for the electrical feature database according to the change characteristic parameter column in the change feature packet. The method for searching for an appliance that approximates the characteristics of the change and its state is described in the first embodiment, and details are not described herein again. In this implementation, the job search (eg, the appliance and its status) generated by the scale module (4) will be transmitted back to the transmission unit MO via the transmission path 62, so that the change detection unit 710 can thereby identify and monitor the appliance 110. - KU0-5 status and power consumption status, and the user can participate in the establishment of the electrical feature database by confirming the search result or selecting the correct electrical appliance and its electrical state, or updating the electrical feature database through the Internet 620. In other embodiments of the invention, the building 1 may also have a plurality of load sensing units 61G. The load sensing unit (10) can be used to identify whether the electrician on the socket has a load, and report whether there is load information to the power monitoring device 60, and through the power line network ( A network interface such as a thin, communication (referred to as PLC) or a wireless network (eg, radio frequency communication (Radio frequenCy 'RF)) is connected to the power monitoring device 60, thus combining the above-mentioned electrical detection information and load sense The measuring unit reports whether there is load information, and the power monitoring device can connect the electric appliance and the socket. If the position information of the socket and the negative sensing unit are provided, the power monitoring device 60 can judge each electric appliance. The location of 丨(1)―5 and its power consumption status (such as electric appliances on the first floor, 11〇-丨~丨(1)-3〃, electric appliances on the second floor, 110-4, and electric appliances, 11〇2°5), and can be borrowed Analysis of the power consumption distribution of each area in this different building 100, helping the enterprise or home 24

201242203 t4TW 36493twf.doc/I 庭找出耗電來源。再者,若電器UG—卜11()_5 力線網路或歸網路⑽辑彳|來進行遠端 遠 端開啟/關閉電料)’使財便可藉㈣先制定的^電^ 劃來讓電力監控裝置60對電器11〇—wl〇s5實行^ '見 或者藉由電力監控裝置6〇把未使用到的電哭— 1〜110—5遠端關閉,藉以節省電源。 此外,藉由網際網路620上的相關資訊,搜尋模組盥 電器特徵資料庫63G還可以進—步地從電器特徵資料庫'中 ,询出相同種類、規格接近但較為省電的電器型號,得到 郎費程度的資訊,再結合從網際網路62〇上查詢到的電器 價錢’便可向使用者提出合理的汰換電器建議,讓使二者 了解其更換電器所需之成本。 者 於上述實施例巾,由於錢家庭理論上制的總電流 在100安培以下,擁有的電器數量約3〇至5〇個,因此同 個豕庭在總電源TP處安裝一個電力監控裝置1〇便可符 合使用者需求。然而,若應用在工廢、大樓等具備諸多電 器的用電場所時,則需利用多個電力監控裝置來對大量電 器進行分散式或階層式電力監控。 請參照圖8,圖8是依照本發明第三實施例說明一種 辨識電器狀態的電力監控系統800的示意圖。電力監控系 統800包括有多個電力監控裝置卯—丨〜肋―5及多個電器 群组G1〜G5。於本實施例中,每個電器群组gi〜G5中電 器110的用總電量及電器數量皆在一定額度以下,此電器 數量的上限值依據電力監控裝置80—丨〜肋―5的監控數量201242203 t4TW 36493twf.doc/I court to find out the source of power consumption. In addition, if the electrical appliance UG-b 11 () _5 force line network or return to the network (10) series 来 | to remote open / turn off the electrical material) 'to make money can borrow (four) first set ^ ^ ^ To allow the power monitoring device 60 to perform the operation on the electrical appliance 11 or the power monitoring device 6 to turn off the unused remote crying - 1 to 110 - 5 to save power. In addition, through the relevant information on the Internet 620, the search module 盥 electrical feature database 63G can further inquire from the electrical feature database 'the same type, the specifications are close to but more energy-efficient electrical models The information on the extent of the franchise, combined with the price of the electrical appliance queried from the Internet, can provide reasonable replacement recommendations to the user so that they can understand the cost of replacing the appliance. In the above embodiment, since the total current of the money family theoretically is less than 100 amps, and the number of electric appliances is about 3 to 5, the same electric power installation device is installed in the main power supply TP. Can meet the needs of users. However, if it is applied to a place where there are many electrical appliances such as industrial waste and buildings, it is necessary to use multiple power monitoring devices to perform distributed or hierarchical power monitoring on a large number of electrical devices. Please refer to FIG. 8. FIG. 8 is a schematic diagram of a power monitoring system 800 for identifying the state of an electrical appliance in accordance with a third embodiment of the present invention. The power monitoring system 800 includes a plurality of power monitoring devices 卯-丨~ ribs-5 and a plurality of electrical groups G1 to G5. In this embodiment, the total amount of electricity used and the number of electrical appliances of each electrical appliance group gi~G5 are below a certain amount, and the upper limit of the number of electrical appliances is monitored according to the power monitoring device 80-丨~ rib-5 Quantity

25 S 20124220325 S 201242203

10(®)A044TW 36493twf.doc/I 並不限制於此。在此特別說明的是, I 不& ♦列,應用本實施例者應可依據苴設叶需 求來調整電力監控褒置80—ΗΟ :電又群十: G1〜G5的數量及其相對位置。 列固電錢組 藉此,本實施例的重點在於,由於 2電::2主電源Ρ3及第四電源Ρ4)的電耗特性變化 =響,因此電力 響子電源的影 夠分別c電,明之電力靖置8〇,0-1能 =别=電器群組G1〜G5的各個電器u 狀悲、耗電模式及情況等,而不會相互干擾 1 壓力於各個電力監控= 電表數量。 …’Ί智慧電網時所需的智慧型 圖說明’在此將部份電力監控系統_繪示於 、電力監控系統1000作為第實 力圖 的電:二士 18〇 2、電15群組G1〜G2及圖11繪示 ㈣四實施例說明-種辨識電器狀態的電力監控方1= 26 110(®)A044TW 36493twf.doc/I is not limited to this. Specifically, I do not & ♦ column, the application of this embodiment should be able to adjust the power monitoring device 80-ΗΟ according to the leaf demand: electricity and group ten: the number of G1 ~ G5 and its relative position . Therefore, the focus of this embodiment is that since the power consumption characteristics of the 2 power::2 main power supply Ρ3 and the fourth power supply Ρ4) change=sound, the power of the power amplifier power supply is sufficient to be respectively, and the power is clear. Power Jing set 8 〇, 0-1 can = 别 = electrical group G1 ~ G5 each electrical u sorrow, power consumption mode and situation, etc., and will not interfere with each other 1 pressure on each power monitoring = number of meters. ... 'The smart figure description required for the smart grid' here, part of the power monitoring system _ is shown in the power monitoring system 1000 as the power of the first figure: two people 18 〇 2, electricity 15 group G1 ~ G2 and FIG. 11 illustrate (four) four embodiment description - a power monitoring device for identifying the state of the electrical appliance 1 = 26 1

201242203 4TW 36493tw£doc/I 在此先行假設電力監控裝置⑽-1〜80-2皆未設置於 2監控系統麵中。首先,步驟S1UG先將電力監控 裝置80-1設置於總電源τρ處。由先前第-及第二實施 ,可知’本發明實施例的電力監控I置會對總電源 7的電耗雖騎取樣計算在每錄樣之間總 :源TP的電耗特性變化,因而產生對應此變化的變化特 徵參數列。圖10A的總電源TP則會供應電力給予電器群 。於本實_ +,纽縣顧τρ的電耗特性 文化及/、變化特徵參數列稱為第一變化。 ㈣步驟SU2G將電力監控裝置⑽―2設置於第二 : 处,第二電源P2為總電源TP的分支電源,且第 :電源P2可供應電力至電器群組G2。類似於步驟S111〇, ==2G的電力監控裝置8Q—2亦會計算在每次取樣之 曰 1弟-電源P2的電耗特性變化,在此將其稱為第二變化。 於第—電源P2為總電源TP的分支電源,因此電力 置8G〜2所侧到的第二變化亦會出現在電力監控 lie ―1偵測到的第一變化中,導致電力監控裝置80— 驟s^f楚_電11群組G1的電耗特性變化。藉此,於步 A雷」中’已設置好的電力監控裝置(於本實施例而言 二相^料置8G—1〜2)將進行層次建構步驟,藉 料署^知以得知其相對位置。換言之,上—層的電力監 二ί且:如電力監控裝置肋-1)可利用層次建構步驟 2),有下一層電力監控裝置(例如電力監控裝置80— ,曰此來建構電力監控裝置的電表拓樸網路(t〇p〇1〇gy 27 201242203201242203 4TW 36493tw£doc/I It is assumed here that the power monitoring devices (10)-1 to 80-2 are not disposed in the surface of the monitoring system. First, step S1UG first sets the power monitoring device 80-1 at the total power source τρ. From the previous first and second implementations, it can be seen that the power monitoring I of the embodiment of the present invention sets the power consumption of the total power source 7 although the sampling calculation is performed between each recording sample: the power consumption characteristic of the source TP changes, thereby generating A variation characteristic parameter column corresponding to this change. The total power source TP of Figure 10A supplies power to the electrical group. In this real _ +, New County Gu τρ power consumption characteristics Culture and /, change characteristic parameter column is called the first change. (4) Step SU2G sets the power monitoring device (10)-2 to the second: where the second power source P2 is the branch power source of the total power source TP, and the power source P2 can supply power to the appliance group G2. Similarly to the step S111, the power monitoring device 8Q-2 of == 2G also calculates the power consumption characteristic change of the power supply P2 at each sampling, which is referred to herein as the second variation. In the first power supply P2 is the branch power supply of the total power supply TP, so the second change to the side of the power supply 8G~2 will also appear in the first change detected by the power monitoring lie-1, resulting in the power monitoring device 80- The power consumption characteristics of the group G1 are changed. Therefore, in the step A Lei "the power monitoring device has been set up (in the present embodiment, the two-phase device is set to 8G-1~2), the hierarchical construction step will be carried out, and the borrowing department knows that it is known. relative position. In other words, the power management of the upper layer: if the power monitoring device rib-1) can utilize the hierarchical construction step 2), there is a power monitoring device of the next layer (for example, the power monitoring device 80), thereby constructing the power monitoring device. Electric meter topology network (t〇p〇1〇gy 27 201242203

10(#)A044TW 36493twf.d〇c/I network)’甚至可⑽行各個電力監 個電力監控裝置位於建築物的何處)。圖 :如圖10B所示,圖⑽為圖1〇A的電表拓樸網路示 如電==rsU4()t,上—層的電力監控襞置例 如電力^控裝置80—υ便與下—層的電力^例 如電力監控裝置80-2)進行第—變化及第 i:步t!’並在電力監控裝置㈣接收到第二: G!中之電器110—!的淨變化,或是=電=组 化組合(在此將上述之淨變化稱為以 驟si!5t,Z電器變化大於電耗躲值時,便由步 ^1150進入步驟SU60,電力監控裝置80— 電器特徵資料庫,以取得並監控位在 的人電裔no—1的狀態,或多個電器no—1 組二此外,若上述第一電器變化小於電耗特性門 =時則由步驟S1150回到步驟8114〇,藉以持續計算 ^電器變化,並對電器群組⑴的電器持續進行 §£ 控。 上述致動方式與圖4之步職程相類似(尤其是圖η 之步驟S1150、S1160對應圖4之步驟S44〇、S45〇) ’其 ^異在於本實施例的電力監控裝置8G—丨會_層次建^ v驟及時間同步彳父準來取得下—層電力監控裝置如所10(#)A044TW 36493twf.d〇c/I network)' It is even possible to (10) where each power monitoring device is located in the building). Figure: Figure 10B, Figure (10) is the electric meter topology network of Figure 1A, such as electricity == rsU4 () t, the upper-layer power monitoring device, such as power control device 80 - squatting and lower - the layer of power ^, for example, the power monitoring device 80-2) performs the first change and the i: step t!' and receives the second change in the second: G! in the power monitoring device (4), or = electric = group combination (here, the above net change is referred to as si! 5t, when the electric appliance change is greater than the power consumption hiding value, then step 1150 enters step SU60, power monitoring device 80 - electrical characteristic database In order to obtain and monitor the state of the person's electrician no-1, or a plurality of electrical appliances no-1, in addition, if the first electrical appliance change is less than the power consumption characteristic gate = then step S1150 returns to step 8114. In order to continuously calculate the electrical changes, and continue to control the electrical appliances of the electrical group (1). The above-mentioned actuation mode is similar to the step of Figure 4 (especially the steps S1150 and S1160 of Figure η correspond to the steps of Figure 4). S44〇, S45〇) 'The difference is that the power monitoring device 8G of the present embodiment - the level of construction and the time synchronization To obtain the next-level power monitoring device

S 28 201242203S 28 201242203

10(*)A044TW 36493twf.doc/I 偵測之第一變化,並將第一變化減去第二變化以消除分支 電源(例如第二電源P2)對主要電源(例如總電源T 影響’其詳細說明可同時參照上述實施例,在此不再贅述。 在此詳細說明步驟S1130所述之層次建構步驟。於本 實施例中,上述的層次建構步驟可用兩種方式來實現,第 -種實現方式便是_有線網路(wire(Mine network)、無線 網路(wireless network)、電力線網路(p〇wer communication,pLC)等來讓電力監控裝置8〇—相 互通訊、得知其相對位置以將電力監控裝置8〇—丨〜肋一2 進行建築物的定位、建構電表拓樸網路 網路進行電力監控裝置⑽-i2的同步時 二=此實現方式進行本實施例’每個電力監控裝置中、 便耑加裝通況晶片,進而增加了成本支出。 另-種層次建構步驟的實現方式則是:由於電力 裝置⑽―1會持續飢總電源TP的第一變化,因此= 力監控裝置80-2設置於第二電源p2時,上一層 監控裝置80-1將會在總電源τρ上伯測到電力二 8〇-2的電表電耗負載(其原因為第 ::置 孓的分支電源)’經由電器特徵資料庫便可: 層電力監控裝置80—2的存在,便 =知下- 置的電表拓樸網路。如此一來,第二^ ^力[控裝 每個電力監控裝置中加裝通訊晶片:因在 的時細,步驟如辦進行第—變化及第^化 的時間权準以計算得到第一電器變化的致動方式化10(*)A044TW 36493twf.doc/I detects the first change and subtracts the first change from the second change to eliminate the branch power supply (eg second power supply P2) against the main power supply (eg total power supply T influence' its details The description may refer to the above embodiments at the same time, and details are not described herein. The hierarchical construction steps described in step S1130 are described in detail. In this embodiment, the hierarchical construction steps described above may be implemented in two ways, the first implementation manner. It is a wired network (mine network, wireless network, p〇wer communication, pLC) to allow the power monitoring devices to communicate with each other and know their relative positions. The power monitoring device 8 〇 丨 肋 rib 2 is used to locate the building, and the electric meter topology network is constructed to synchronize the power monitoring devices (10)-i2. 2 This implementation is performed in the present embodiment. In the device, the portable chip is installed in the device, which increases the cost. The other level of construction steps is realized: since the power device (10)-1 will continue the first change of the total power supply TP, therefore = When the monitoring device 80-2 is set to the second power source p2, the upper layer monitoring device 80-1 will measure the power consumption of the power meter 2 〇-2 on the total power source τρ (the reason is:: 孓The branch power supply) can be accessed via the electrical feature database: the presence of the layer power monitoring device 80-2, then the underlying network of the meter is set up. As a result, the second ^^ force [controls each Adding a communication chip to the power monitoring device: due to the time limit, the steps such as performing the first-change and the second-time change are used to calculate the actuation mode of the first electrical device change.

29 S 20124220329 S 201242203

10(專)A044TW 36493twf.doc/I 請參照圖12並配合圖l〇A及圖1〇Ββ圖12為圖u之牛 驟S1140的詳細流程圖。首先,電力監控裝置肋―1在^ 知有下-層電力監控裝置(例如電力監控2)的^ 在後,便於步驟S1210中使上一層及下一層的狄 置進行時_步,藉赠電力監控裝置8卜= 測到第一變化及第二變化的時間能夠一致。 、 詳細而言,由於主要電源及分支電源的電壓弦波 同,因此於步驟smo中,電力監控裝置8〇—丨〜卯―210 (Special) A044TW 36493twf.doc/I Referring to Fig. 12 in conjunction with Fig. 1A and Fig. 1 〇Ββ Fig. 12 is a detailed flowchart of Fig. 1 of Fig. First, after the power monitoring device rib-1 knows that there is a lower-layer power monitoring device (for example, power monitoring 2), it is convenient to perform the step of the upper layer and the next layer in step S1210. The monitoring device 8 = the time at which the first change and the second change are detected can be consistent. In detail, since the voltage ripples of the main power source and the branch power source are the same, in the step smo, the power monitoring device 8〇〇丨卯2

巧總電源TP及第二電源p 2的電壓弦波視為同步測 ^藉以進行時陶步。圖13為步驟s121q的時間同步; =圖,如圖i 3所示’電力監控裝置8 〇 — i在總電源τρ所 伯測的電壓波形VW1與電力監控褒置8()—2在 J 7所偵測的電壓波形彻具有—時間間隔△ 了,因此電 監控裝置80—2便可依據時間間隔Δτ與電力 進行時間同步。在此特別說明的是,同步 電壓m壓弦波的形式,其亦可為例如特殊波形的 、電流信號、經由電力線網路傳輸的數 形式,只要是讓電力監㈣置= 的信號即可稱為是同步職錢。進仃摘同步 圖u,圖-為步 事置m電力監控裝置⑽―1接收電力監控 2 8〇—2所伯測的第二變化(於目Η中,第二變化以電 i形IW2作為舉例,但亦可為其他電耗特性的相關數 5 30 201242203The voltage sine wave of the total power supply TP and the second power supply p 2 is regarded as a synchronous measurement. Figure 13 is the time synchronization of step s121q; = diagram, as shown in Figure i3, 'power monitoring device 8 〇 - i in the total power supply τρ measured voltage waveform VW1 and power monitoring device 8 () - 2 in J 7 The detected voltage waveform has a time interval Δ, so the electrical monitoring device 80-2 can be time synchronized with the power according to the time interval Δτ. Specifically, the synchronous voltage m is in the form of a sine wave, which can also be, for example, a special waveform, a current signal, or a digital transmission via a power line network, as long as it is a signal that allows power monitoring (four) to be set to It is to synchronize the job. Synchronization diagram u, Figure - is the second step of the power monitoring device (10) - 1 receiving power monitoring 2 8 〇 2 the second change (in the target, the second change is based on the electric i-shaped IW2 For example, but can also be related to other power consumption characteristics 5 30 201242203

l〇(W)A044TW 36493twf.doc/I 值,本發明並不限制於此),並利用平移將第一變化 14中,第一變化以電流波形IW1作為舉例,但並不|於 此)與第二變化的波形進行時間校準。由於電流偏移、時 間同步精確度等問題,電流波形IW1〜jW2還是會有細小 的時間差異,因此便於步驟S122〇中將電流波形^〜體 進行些微的平移,以消除其時間差異。 於其他實施例中,電力監控裝置8()_2亦可能在傳輸 & 一變化時一併將步驟Sl2l〇的時間間隔Δτ傳送給電力 監控裝f 8〇-卜因此電力監控裝置80—1便可於步驟 SU20日守利用時間間隔ΔΤ來平移電流波形IW1〜IW2藉以 進^時間校準。另-方面,於步驟S123。中,上—層的電 力監控裝置8 G —1便將已校準的電流波形 IW1減去電流波 :2丄藉以計算產生第一電器變化的淨電流波形IWC, ΐ而!Γ行圖11之步驟S1150〜S1160。步驟S1150〜S1160 白已=明於上述實施例中,故在此不再贅述。 两人、”Γ、'"上过第、第一及第四實施例’在此回到圖8並 ^°圖15來說明第三實施例,圖15是依據本發明第三實 :例=明一種辨識電器狀態的電力監控方法之流程圖。首 龄#二驟81510將電力監控跋置80—1〜80—5設置於電;? 二二土統8〇〇 i。本發明實施例的電力監控裝置8〇 — ϋ&Μ*1將會對總電源TP及第二至第五電源p2〜P5的電 五變化分別進行取樣量測’因而產生對應的第一變化至第 31 1l (W) A044TW 36493twf.doc / I value, the present invention is not limited to this, and using the translation to shift the first change 14, the first change is exemplified by the current waveform IW1, but not | The second changed waveform is time calibrated. Due to problems such as current offset and time synchronization accuracy, the current waveforms IW1 to jW2 still have small time differences, so that it is convenient to slightly shift the current waveforms in step S122 to eliminate the time difference. In other embodiments, the power monitoring device 8()_2 may also transmit the time interval Δτ of the step S12l〇 to the power monitoring device f 8〇-b during the transmission & change, so the power monitoring device 80-1 The step current calibration may be performed by shifting the current waveforms IW1 to IW2 using the time interval ΔΤ at step SU20. In another aspect, in step S123. The upper-layer power monitoring device 8 G-1 subtracts the current waveform from the calibrated current waveform IW1: 2丄 to calculate the net current waveform IWC that produces the first electrical component change, and then step through the steps of FIG. S1150~S1160. Steps S1150 to S1160 have been described in the above embodiments, and therefore will not be described herein. The two, "Γ, '" the first, first and fourth embodiments' here return to Fig. 8 and Fig. 15 to illustrate the third embodiment, Fig. 15 is a third embodiment according to the present invention: = A flow chart of a power monitoring method for identifying the state of the appliance. The first age #2 step 81510 sets the power monitoring device 80-1 to 80-5 to the power; the second earth system 8〇〇i. The power monitoring device 8〇—ϋ&Μ*1 will respectively perform sampling measurement on the total power supply TP and the electrical five changes of the second to fifth power sources p2 to P5, thus generating a corresponding first change to the 31st

201242203 .«^^044TW 36493twf.doc/I 接著,於步驟S1520中,電力監控裝置肋一卜卯―5 進行層次建構步驟以相互進行通訊、得知其相對位置,藉 以建立電表拓樸網路,如圖9所示,為圖8的電表拓 樸網路示意圖。在此將電力監控裝置稱為第一層的 電力監控裝置,將電力監控裝置8〇—2,—4稱為第二層 $電力監控裝置,並將電力監錄置8q—5稱為第三層的 電力監控裝置。 藉此’各層的電力監战置為了取·監控對應之電 狀態,因此於频S153G中,下—層的電力監控 裝置便會與上—層的電力監控裝置進行時間同步校準,並 的電力監㈣置依據已校準之上―層的電耗特性 下一層的電耗特性變化,來計算得出上-層電力 I控凌置所對應的淨電耗特性變化。 舉例而言,在步驟S1530中,第二的 80—5與第二層的電力 y曰的電力蓋控裴置 第四電源Ρ4的電耗特性變化(即: =裝的置 ^ ^ >接收第二層電力監控裝置80—5的第五 i群校準的W變化姑紅變化,藉以產生電 益群組G4中電器11〇—4的淨電耗特性變化。生電 声二:’第二層的電力監控裝置8〇-2〜80-4亦盥第 層的電力監控裝置80—i進 —刀”弟一 化及第四變化。並且,第-層的。口m:變 接收第二層電力監控裝 32 S' 201242203 1〇(專)A044TW 36493twf.doc/l 變化及第四變化並進行加總,再將已校準的第一變化減去 上述的加總數值,取得電器群組01中電器11〇_丨的淨電 耗特性變化(即第四實施例所述之第—鞋變化)。電力監 控裝置80—2、80—3及8〇—5則利用第—實施例或第二^ 施例的方式來分別取得電器群組G2、G3、G5中電器ιι〇— 2、110—3、110—5的電耗特性變化。 。 土匕,電力監控裝置8〇—卜肋―5便可依據上述對應 的平電耗特性變化來靖是否大於 驟 犯,,藉以於步驟S1550時依據淨 ==庫二取得並監控位在對應電 == ΙίΪΓ上 5狀態或多個電器110-1〜H5 的狀態組合。步驟阳4〇及 之步驟咖及步。類似,在此的不= 本實施例的其他細部流程 头这此外, 此不予贅述。 4 6包含在上述各實_中,故在 傳輸=等=現二電=列的過程中,由於 置外,亦需進行其他電力心私^主上層電力監控裳 模組進行電器狀態的 ^ (例如利用遠端的搜尋 C...等)“進行 變化。換句話說,下—層二電耗待性 =每—分鐘)便㈣一段二 個週 ,電耗特性變化)並將其傳遞至二C現―第至201242203 .«^^044TW 36493twf.doc/I Next, in step S1520, the power monitoring device performs a hierarchical construction step to communicate with each other and know the relative position thereof, thereby establishing a meter topology network. As shown in FIG. 9, it is a schematic diagram of the topology of the electric meter of FIG. Here, the power monitoring device is referred to as a first-level power monitoring device, and the power monitoring device 8〇-2,-4 is referred to as a second-layer power monitoring device, and the power monitoring device 8q-5 is referred to as a third. Layer of power monitoring device. In this way, the power monitoring of each layer is set to monitor and monitor the corresponding electrical state. Therefore, in the frequency S153G, the power monitoring device of the lower layer will be time-synchronized with the power monitoring device of the upper layer, and the power monitoring is performed. (4) According to the change of the power consumption characteristic of the next layer of the power consumption characteristic of the layer above the calibration, the change of the net power consumption characteristic corresponding to the upper layer power I control device is calculated. For example, in step S1530, the second 80-5 and the power y of the second layer are electrically controlled to control the power consumption characteristic change of the fourth power supply (4 (ie: = installed) The change of the W change of the fifth i group calibration of the second layer power monitoring device 80-5 generates a change in the net power consumption characteristic of the electric appliance 11〇4 in the power benefit group G4. The layer of power monitoring device 8〇-2~80-4 is also the first layer of the power monitoring device 80-i into the knife and the fourth change. And, the first layer of the mouth m: change to receive the second Layer power monitoring installation 32 S' 201242203 1〇 (special) A044TW 36493twf.doc/l change and the fourth change and add up, then subtract the above added total value from the first change of the calibration to obtain the electrical group 01 The change of the net power consumption characteristic of the electric appliance (ie, the first shoe change described in the fourth embodiment). The power monitoring devices 80-2, 80-3, and 8〇5 utilize the first embodiment or the first The method of the second example is to obtain the changes in the power consumption characteristics of the electrical appliances ιι〇-2, 110-3, and 110-5 in the electrical groups G2, G3, and G5, respectively. The force monitoring device 8 〇 卜 ― ― 便可 便可 便可 便可 便可 便可 便可 便可 便可 便可 便可 便可 便可 便可 便可 依据 依据 依据 依据 依据 依据 依据 依据 依据 依据 依据 依据 依据 依据 依据 依据 依据 依据 依据 依据 依据 依据 依据 依据 依据 依据 依据 依据 依据 依据 依据 依据 依据The state of the upper 5 state or the plurality of electrical appliances 110-1 to H5 is combined. The steps of the steps are the same as those of the steps. Similarly, the other detailed flow heads of the present embodiment are not described herein. 4 6 is included in each of the above-mentioned real _, so in the process of transmission = equal = current two electricity = column, due to the external, it is necessary to carry out other power, the main upper-layer power monitoring skirt module to carry out the electrical state ^ ( For example, using the remote search C...etc.) "Change. In other words, the lower-layer 2 power consumption = every minute" (4) for a period of two weeks, the power consumption characteristics change) and pass it to Second C is now - the first

33 S33 S

201242203 1Ά 苟^i)44TW 36493twf.d〇c/I 三、第四實施例的分離式電力監控系統。而於此週期的其 他時間時’下一層的電力監控裝置便可利用此時的頻寬進 行其他電力監控動作。 综上所述,本發明實施例利用利用多個電力監控裝置 來組建成分散式電力監控系統,讓各層的電力監控農置得 以,控對應的電器群組,進而分散各個電力監控裝置的監 控壓力。本實施例所述的電力監控裝置皆可基於使用者參 與及回饋資料來進行電器狀態的辨識。 換句話5兒,本發明實施例利用每個電器於狀態變更時 會形成對應之電鴻性變化,透過使肖者參與確認或選取 電器、電H狀態、以及電耗特性變化,建立三者之對應關 ^,建構電器特徵#料庫。電力監控裝置便利用待測電源 ^電壓、電流、電功率、電流之魏資訊及電ϋ狀態切換 時所造成的短暫電流波形㈣耗躲輕化輪尋上述電 特徵資料庫’以辨別藉由待測電源提供電力之電器的狀 ^,便可依據每個電ϋ的狀態變更來記錄每個電器的耗電 ΐ況’讓使用者易於·耗電卵,赠能減碳的效 iFQyr本發明實施例亦可藉由網際網路及雲 術來提供龐大的電5|牡料次社庙、ώ ^ 使用德讀知及迅速的搜尋能力,聋 加=特:二=型號、耗電原因、節電建· ^ ^庫中更進—步提供省電規㈣管理、i ==電器的耗電原因、各地區的耗電分布分析々 目動化電裔嗜電控制等。 5 34201242203 1Ά 苟^i) 44TW 36493twf.d〇c/I 3. The split type power monitoring system of the fourth embodiment. At other times in this cycle, the next level of power monitoring device can use the bandwidth at this time for other power monitoring actions. In summary, the embodiment of the present invention utilizes multiple power monitoring devices to build a distributed power monitoring system, so that the power monitoring of each layer can be controlled, the corresponding electrical groups can be controlled, and the monitoring pressure of each power monitoring device can be dispersed. . The power monitoring device of this embodiment can identify the state of the electrical appliance based on the user's participation and feedback data. In other words, the embodiment of the present invention uses each electrical appliance to form a corresponding electrical change when the state is changed, and establishes the three by participating in the confirmation or selecting the electrical appliance, the electrical H state, and the power consumption characteristic change. Corresponding to the closing, construction of electrical features # material library. The power monitoring device facilitates the use of the power supply to be tested, the voltage, current, electric power, current, and the short-term current waveform caused by the switching of the state of the power state. (4) evasively searching for the above-mentioned electrical characteristic database to identify by the test The state of the electric appliance that supplies power can record the power consumption of each electric appliance according to the state change of each electric ' 'Easy to the user, the electric power consumption egg, the effect of carbon reduction and energy reduction iFQyr embodiment of the present invention You can also use the Internet and cloud technology to provide a huge electric 5|mud substation temple, ώ ^ use German reading and rapid search ability, 聋 plus = special: two = model, power consumption reasons, power saving construction · ^ ^More in the library - Steps to provide power saving rules (4) management, i == electrical power consumption reasons, power consumption distribution analysis of various regions, eye-catching e-electrical control. 5 34

201242203 4T W 3 6493twf. doc/I 雖然本發明已以實施例揭露如上,然其並非用以限a 本發明,任何所屬技術領域t具有通常知識者,在不ςς 本發明之精神和範圍内,當可作些許之更動與潤鋅,故本 發明之保護範圍當視後附之申請專利範圍所界定者為準。 【圖式簡單說明】 圖1是依照本發明第一實施例說明一種辨識電ρ 的電力監控裝置之示意圖。 σ '施例說明一種辨識電器狀態 圖2是依照本發明第一實 的電力監控裝置之方塊圖。 圖3是圖2之辨識電器狀態的電力監控裝置的 塊圖。 乃 種辨識電器狀態 圖4是依照本發明第一實施例說明一 的電力監控方法之流程圖。 圖5Α是前次取樣之總電源的電流波形圖。 圖5Β是本次取樣之總電源的電流波形圖。 態 圖6是依照本發明第二實施例說明一種辨識電哭狀 的電力監控裴置之示意圖。 圖7是依照本發明第二實施例說明一種辨識電狀雜 的電力監控裝置之方塊圖。 ° 圖8是依照本發明第三實施例說明一種辨識電器狀陣 的電力監控系統的示意圖。 ^ 圖9為圖8的電表拓樸網路示意圖。 圖10Α為圖8之部分電力監控系統示意圖。201242203 4T W 3 6493 twf. doc/I Although the present invention has been disclosed in the above embodiments, it is not intended to limit the invention, and any technical field is intended to be within the spirit and scope of the invention. The scope of protection of the present invention is defined by the scope of the appended claims. BRIEF DESCRIPTION OF THE DRAWINGS FIG. 1 is a schematic diagram showing a power monitoring apparatus for identifying an electric ρ according to a first embodiment of the present invention. σ 'Example illustrates an identification state of the appliance. Fig. 2 is a block diagram of a first embodiment of the power monitoring apparatus in accordance with the present invention. Fig. 3 is a block diagram of the power monitoring apparatus of the state of the identification appliance of Fig. 2. Fig. 4 is a flow chart showing a power monitoring method according to a first embodiment of the present invention. Figure 5 is a current waveform diagram of the total power supply of the previous sampling. Figure 5 is a current waveform diagram of the total power supply for this sampling. Figure 6 is a diagram showing a power monitoring device for identifying an electric crying in accordance with a second embodiment of the present invention. Fig. 7 is a block diagram showing a power monitoring apparatus for identifying electrical noise according to a second embodiment of the present invention. Figure 8 is a schematic diagram showing a power monitoring system for identifying an electrical array in accordance with a third embodiment of the present invention. ^ Figure 9 is a schematic diagram of the topology of the meter of Figure 8. Figure 10 is a schematic diagram of a portion of the power monitoring system of Figure 8.

35 S 20124220335 S 201242203

1〇(專)A044TW 36493twf.doc/I 圖10B為圖l〇A的電表拓樸網路示意圖。 圖11是依據本發明第四實施例說明一種辨識電器 態的電力監控方法之流程圖。 ° % 圖12為圖11之步驟sii4〇的詳細流程圖。 圖13為步驟S1210的時間同步示意圖。 圖14為步驟S1220之第一變化、第二變化及第一 器變化的示意圖。 考 圖15是依據本發明第三 態的電力監控方法之流程圖。 實施例說明一種辨識電器狀 【主要元件符號說明】 e 1〇 ”―1〜8卜5 :辨識電器狀態的電力監控裝 100 :建築物 110 — 1 〜110 -~5 210 :量測模組 220 :變化偵測 310 :濾波單元 電器 與搜尋模組與電器特徵資料庫 320 :反鋸齒濾波器 330 :低通濾波器 340:電耗特性量測單元 350 :搜尋單元 360 :記憶單元 610 :裝置在插座中的負載偵測單元 36 2012422031〇(专) A044TW 36493twf.doc/I Figure 10B is a schematic diagram of the topology of the meter of Figure lA. Figure 11 is a flow chart showing a power monitoring method for identifying an electrical state in accordance with a fourth embodiment of the present invention. ° % Figure 12 is a detailed flow chart of step sii4 of Figure 11. FIG. 13 is a schematic diagram of time synchronization of step S1210. Figure 14 is a schematic diagram showing the first change, the second change, and the first change of step S1220. Figure 15 is a flow chart of a power monitoring method in accordance with a third aspect of the present invention. The embodiment illustrates an identification of an electrical device [Description of main component symbols] e 1〇"-1~8b 5: Power monitoring device for identifying the state of the electrical appliance 100: Building 110-1~110-~5 210: Measuring module 220 : Change detection 310: filter unit appliance and search module and appliance feature database 320: anti-aliasing filter 330: low-pass filter 340: power consumption characteristic measurement unit 350: search unit 360: memory unit 610: device at Load detection unit 36 in the socket 201242203

10(專)A044TW 36493twf.doc/I 620 :網際網路 630 :搜尋模組與電器特徵資料庫 710 :變化偵測單元 720 :傳輸介面單元 800、1000 :電力監控系統 S410〜S1550 :步驟 TP :總電源 P2〜P5 :第二電源至第五電源 G1〜G5:第一電器群組至第五電器群組10 (Special) A044TW 36493twf.doc/I 620: Internet 630: Search Module and Appliance Feature Library 710: Change Detection Unit 720: Transmission Interface Unit 800, 1000: Power Monitoring System S410~S1550: Step TP: Total power source P2~P5: second power source to fifth power source G1~G5: first electrical group to fifth electrical group

Lpp ·總電源的電流 VTP :總電源的電壓 VW1 :電力監控裝置80—1在總電源TP所偵測的電 壓波形 VM2 :電力監控裝置80—2在第二電源P2所偵測的 電壓波形 △ T :時間間隔 IW1 :電力監控裝置80—2在總電源TP所偵測的電 流波形 IW2 :電力監控裝置90_2在第二電源P2所偵測的電 流波形 IWC:第一電器變化的電流波形 37Lpp · Total power supply current VTP: Total power supply voltage VW1: Voltage waveform detected by power monitoring device 80-1 at total power supply TP VM2: Voltage waveform detected by power monitoring device 80-2 at second power supply P2 T: time interval IW1: current waveform IW2 detected by the power monitoring device 80-2 at the total power source TP: current waveform IWC detected by the power monitoring device 90_2 at the second power source P2: current waveform 37 of the first appliance change

Claims (1)

201242203u4tw 36493twf.doc/I 201242203u4tw 36493twf.doc/I 七 申請專利範圍 L 一種基於使用者參與及回饋之辨識電器狀態的電 力監控糸統,包括: 一第一電力監控裝置,用以測量一第一電源之電耗特 性’藉以犢測及計算該第一電源之電耗特性的一第一變 化,其中δ玄第一電源供應電力給予一第一電器群組及一第 二電器群組;以及 至少一第二電力監控裝置,用以測量對應之一第二電 源之電耗條’藉以制及計算對狀該第二電源之電耗 特性的—第二變化’其+該第二獅為該第-電源的分支 且供應電力給予該第二電器群組, 其中,該第一電力監控裝置及該第二電力監控 :-層次建構步驟以得知其相對位置,同步校 電第一電器變化,當偵測到該第-9 t化時’料-電力監控裝置依據該第_電器變 植㈣庫來取得並監控相似該第—電器變化的 A二Ϊ—電器的狀態,或該些第—電器之狀態的組合, ”中该第一電器群組包含該些第一電器。 兮笛!^申請專利範圍第1項所述之電力監控系統,其中 i路ί監控裝置及每—第二電力監控裝置利用一有線 得知盆相對=路ί一電力線網路進行該層次建構步驟而 八相對位置,猎以取得一電表拓樸網路。 二電3力力監^統,該第 裝置在該第二電源產生一電表電耗負載,且該 S 38 201242203 10(專)A044TW 36493twf.doc/I = 得 產生一電表拓樸網路。 丁 S人建構步驟並 嗲第t 帛1項所狀電力監㈣统,t中 該第電力皿控裝置與該第二電力監置 、中 源及該第二電源中的1步測試信號以產生—日 藉以將該第-電力監妙置及該第二電力監控裳置^昧 間同步,或同步校準該第-變化及該第二變化。 f 5.如申請專利範圍第4項所述之電力監控 該同步測試信號為一電壓弦波。 π其中 6·如申請專利範圍第丨項所述之電力監控系統 該第-變化為該第一電源的一第一電流波形,該第二;該 為該第二電源的-第二電流波形,且該第—電器變化^ 第-電流波形經平移後’再減去該第H絲 淨電流波形。 H — 括7.如申請專利範圍第1項所述之電力監控系統,更包 至;一第二電力監控裝置,用以測量對應之一 源之電耗雛,藉則貞測及計算該第三電源之電 2 一第二變化,其中該第三電源為該第二電源的分且處 電力給予該第三電器群組, 供應 其中,該第二電力監控裝置接收該第三變化, 校準該第二變化及該第三變化以計算一第二電器變化= 債測到該第二電n變化時,依據該第二電器變化搜尋該^ S 39 201242203 ^v^^〇44TW 36493twf.doc/I 器特徵:身料庫來取得並監控相似該第二電器變化的至少一 f -電II的狀態’或該些第二之狀_組合,其中該 第二電器群組包含該些第二電器。 8.如申请專利範圍第j項所述之電力監控系統其中 2 一電力監城置及鮮二電力監控裝置料基於顏 ==及_資料之-目標電力監控裝置,該目標電力監 役褒置包括: 雷、、/il量測模組’用以測量—電源之—電耗特性,其中該 /原t、應電力給予多個目標電器;以及 二變化制、搜尋模組與電器特徵資料庫,輕接至該 =貝模組1以制並計算該電耗特性的—變化,其中當 變1 匕時’該變化偵測與搜尋模組依據該變化搜尋 及徵貝料庫,以取得相似該變化之至少-預定電器 些預定電器之狀§的組合,其中該些目 知電盗包括該些預定電器。 請專利範圍第8項所述之電力監控系統,其中 『己=:徵資料i的多個耗電特徵進行比對而產生-匹 - 碰2結果,其中該電器搜尋結果包括至少 =候’該變化制、搜尋模組取得該至少—正確朗資訊, “乂依據該變化及該至少一正確 、 =;當_者不主動提=== 值内的時候,該變化偵測、搜尋模組取得該與該變化 201242203 1〇(專)A044TW 36493twf.doc/I =為近似的至少-對應電器及其㈣;#該使用者不主動 曰供且該匹配結果未達該匹配門檻值的時候,該變化價 測尋模組將該變化設定為—未知電器之—未知狀態, 亚儲存至該電器特徵資料庫。 1〇_如申請專利範圍第8項所述之電力監控 其 中该量測模组包括: 電耗測量該電源之該電耗特性並滤除該 電誕^耗雜量醉元,_至誠波單元,用以對該 、進行▲取樣’以求得該電耗特性之一特徵參數列。 中哕〜二申丨凊專利範圍第8項所述之電力監控系統,其 甲孩邊化偵測與搜尋模組包括: —ίϊί元’用以儲存該電器特徵資料庫;以及 性之兮,祕至該記憶單元,用贱據該電耗特 列來;前次取樣之該電耗特性之該特徵參數 搜尋兮雷時’職尋單元依據㈣化特徵參數列 預;電 12°ιΓ狀'%,或是該些預定電11之狀態的虹合。 中該變化仙4專彳_第8項所述之電力監㈣統,复 ! ?尋模組與電器特徵資料庫包括:、 列與前次取用以依據該電耗特性之該特徵參數 該變化之之,徵參數列來_並計算 化特徵參數列,當偵測到該變化大於—門播 201242203 1〇(專)A044TW 36493twf,d〇c/I 值時,該變化_單元產生一變化特 特徵封包包括該變化特徵參數列; L 〃中«化 -傳輸介面單it,耗接至該變化偵測單元,用以於由 -網路傳輸路徑傳送該變化特徵封包;以及 徵封勺搜Si;: ^以經由一網路傳輸路徑接收該變化特 *封d雜辦倾徵參㈣ 以取得相似該變化之所述至少一預定電哭=貝3 該些預定電器之狀態的組合。U其狀態,或疋 的電括者參與及進行辨識電器狀態 設置一第一電力監控裝置,用以測量— =性以制及計算該第一電源之電她生 t電:::第-電源供應電力給予-第-電器群丄 =置至少-第二電力監控裝置,用 性装r貞測及計算該第二電源= 供應電力給予該第二電=電源為該第一電源的分支且 二第二電力監控裝置進行-層 變化同步板準該第一變化及該第二變化以計算—第—電器 尋4:貞:到該第一電器變化時,依據該第-電器變化搜 電益特徵資料庫來取得並監控相似該第一電^化的 42 201242203 10(^)A044TW 36493twf.doc/I 至v 弟電器的狀態,或該些第一 器之狀態的組合 其中該第一電器群組包含該些第一電器一 申請專利範圍第13項所述之電力監控方法,該 層次建構步驟包括下列步驟: 有_路、-無線網路或—電力線網路(p〇舊 hne C〇mmUnication,PLC)相互進行通訊而得知相鄰的該第 -電^控裝置及該第二電力監控裝置之位置,藉以取得 一電表拓樸網路。 15·如申請專利範圍帛13項所述之電力監控方法該 層次建構步驟包括下列步驟: .5亥f了電力監控裝置在該第二電源產生-電表電耗負 載’且4第-電力監控裝置在第-電源上接收該電表電耗 負載而得知該第二電力監控裝置的位置,藉以產生-電表 拓樸網路。 i 」6: ?申請專利範圍$ 13項所叙電力監控方法,同 步权準该第-變化及該第二變化輯算該第_電器變化 括下列步驟: 5亥,一電力監控裝置及該第二監控裝置比對該第一電 源及該第二電源中的—同步職錢而產生—時間間隔, 以進行時間同步; 平移该第一變化或該第二變化的電流波形以校準該第 一變化及該第二變化的時間;以及 計算已平移之該第一變化及該第二變化之差異,以產 生#亥苐一電器變化。 S 43 201242203 10(専)A044TW 36493twf.doc/I )17.如申請專利範圍第16項所述之電力監控方法,其 ,一變化為該第一電源的一第一電流波形,該第二變 化^亥第二電源的一第二電流波形,且該第一電器變化是 ^第電流波形經平移後減去該第二電流波形所產生 淨電流波形。 W·如申請專利範圍第13項所述之電力監控方法复 俄,到該第-電H變化包括下列步驟: " 〜j 1亥第一電器變化大於—門檻值時,依據該第一電 J t尋二電料庫來取得並監控相似該第-電号 I化的垓第一電器的狀態。 电态 中該1 第第13項所述之電力監控方法,其 組該辨識電器狀態的電力監:==括第二電器群 源之第二電力監控裝置,用以測量對應之一第一雷 ^第二測及計算該第三電源之電耗特^ 電力给予該第以;電源為該第二電源的分支且供應 相對及電力監控裝置得知其 第二電器變化;以及及該第三變化以計算一 尋該;化時,依據該第二電器變化搜 至少讀庫來取得並監控相似該第二”變化= j讀第m群組包含該些第f仏狀態的組合, 44 1201242203u4tw 36493twf.doc/I 201242203u4tw 36493twf.doc/I Seven application patent scope L A power monitoring system based on user participation and feedback to identify the state of the electrical appliance, comprising: a first power monitoring device for measuring a first power source a first variation of the power consumption characteristic of the first power source, wherein the first power supply power is given to a first electrical group and a second electrical group; and at least one a second power monitoring device for measuring a power consumption bar corresponding to one of the second power sources to generate and calculate a second change of the power consumption characteristic of the second power source - the second lion is the first a branch of the power source and supplying power to the second group of electrical appliances, wherein the first power monitoring device and the second power monitoring device: a hierarchical construction step to know the relative position thereof, and synchronously correct the first electrical appliance change It is detected that the material-power monitoring device obtains and monitors the state of the A-second electrical appliance similar to the change of the first electrical appliance according to the first electrical-electrical monitoring device (four), or the first The combination of the states of the electrical appliances, "the first electrical group includes the first electrical appliances. 兮 !! ^ The power monitoring system of claim 1 of the patent scope, wherein the i-channel monitoring device and each of the second power The monitoring device utilizes a wired connection to learn the basin relative to the power line network to perform the hierarchical construction step and the eight relative positions, hunting to obtain a meter topology network. The second power 3 force monitoring system, the first device is in the The second power source generates a meter power consumption load, and the S 38 201242203 10 (special) A044TW 36493twf.doc/I = generates a meter topology network. The D-person constructs the steps and the power of the item t 帛1 Supervising (4), the first power control device and the first power test in the second power monitoring, the middle source and the second power source are generated to generate the first power control and the second power The monitoring device is synchronized, or the first variation and the second variation are synchronously calibrated. f 5. The power monitoring according to the fourth aspect of the patent application is that the synchronous test signal is a voltage sine wave. As stated in the scope of the patent application The first change of the monitoring system is a first current waveform of the first power source, the second; the second current waveform of the second power source, and the first electrical current change ^ first-current waveform after translation And subtracting the net current waveform of the H-th wire. H-including 7. The power monitoring system according to claim 1 of the patent application scope is further included; and a second power monitoring device for measuring the electric power corresponding to one source The second power source is the third power source, and the third power source is the second power source, and the third power source is supplied to the third power group, and the second power source is supplied thereto. The monitoring device receives the third change, calibrates the second change and the third change to calculate a second electrical change = when the bond detects the change of the second electrical n, and searches for the second electrical change according to the change of the second electrical device. v^^〇44TW 36493twf.doc/I features: a body library to obtain and monitor a state of at least one f-electricity II similar to the change of the second electrical appliance or a second combination thereof, wherein the second The appliance group includes the second appliances. 8. For the power monitoring system as described in item j of the patent application, where the power monitoring device and the fresh power monitoring device are based on the color== and _ data-target power monitoring device, the target power monitoring device Including: Ray, / il measurement module 'used to measure - power - power consumption characteristics, where the / original t, should be given to multiple power appliances; and two change system, search module and electrical characteristics database Lightly connected to the =Bell module 1 to calculate and calculate the change of the power consumption characteristic, wherein when the change is 1 ', the change detection and search module searches and retrieves the bedding library according to the change to obtain a similarity The change is at least - a combination of predetermined electrical appliances of the predetermined electrical appliances, wherein the known electrical thieves comprise the predetermined electrical appliances. Please refer to the power monitoring system described in item 8 of the patent scope, wherein the result of the comparison of the plurality of power consumption characteristics of the data i is: - the result of the electrical search includes at least = The change system and the search module obtain the at least-correct information, "based on the change and the at least one correct, =; when the _ person does not actively raise the value of ===, the change detection, search module obtains And the change 201242203 1 〇 (special) A044TW 36493twf.doc / I = approximate at least - corresponding electrical appliances and (4); # The user does not actively provide and the matching result does not reach the matching threshold value, the The change price search module sets the change as - the unknown state of the unknown appliance, and stores it in the electrical characteristic database. 1〇_such as the power monitoring described in claim 8 wherein the measurement module includes : The power consumption measures the power consumption characteristic of the power supply and filters out the electric energy consumption amount, the _ to the virtual wave unit, and uses the ▲ sampling to obtain a characteristic parameter column of the power consumption characteristic. Zhongli ~ II Shenyi patent scope 8th The power monitoring system described in the item, the detection and search module of the childcare detection includes: - ϊ 元 元 ' used to store the electrical feature database; and the sex 兮, secret to the memory unit, according to the electricity The characteristic parameter of the power consumption characteristic of the previous sampling is searched for the time-seeking unit according to the (four) characteristic parameter column; the electric 12° Γ-like '%, or the state of the predetermined electric power 11 The Honghe. The change of the Xian 4 special _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ The characteristic parameter is changed, and the parameter column is _ and the characteristic parameter column is calculated. When the change is detected to be greater than - gate broadcast 201242203 1 〇 (special) A044TW 36493 twf, d 〇 c / I value, the change _ The unit generates a change characteristic packet including the change characteristic parameter column; wherein the L-transmission interface single it is consumed to the change detection unit for transmitting the change feature packet by the network transmission path; The seal is searched for Si;: ^ to receive the change via a network transmission path In order to obtain a combination of the states of the predetermined electrical appliances, the state of the predetermined electrical appliances is similar to the change. U, its state, or the electrician of the sputum participates in and recognizes the electrical appliance. The state sets a first power monitoring device for measuring -= sex to calculate and calculate the electric power of the first power source::: the first power supply power supply - the first electrical group = set at least - the second The power monitoring device is configured to calculate and calculate the second power source = supply power to the second power source, the power source is a branch of the first power source, and the second power monitoring device performs a layer-to-layer change synchronization board. The change and the second change are calculated - the first electrical device is 4: 贞: when the first electrical device changes, the first electrical device is obtained and monitored according to the first electrical change search feature database. 201242203 10(^)A044TW 36493twf.doc/I to v state of the electrical appliance, or a combination of the states of the first devices, wherein the first electrical group includes the first electrical appliances, claiming the scope of claim 13 Power monitoring method, the level construction step The method includes the following steps: _路, - wireless network or - power line network (p〇 old hne C〇mmUnication, PLC) communicate with each other to know the adjacent first electric control device and the second power monitoring The location of the device to obtain a meter topology network. 15. The power monitoring method as described in claim 13 is to include the following steps: .5 f 了 电力 电力 电力 电力 电力 电力 电力 电力 电力 电力 电力 电力 电力 电力 电力 电力 电力 电力 电力 电力 电力 电力 电力 电力 电力 电力 电力 电力 电力 电力 电力 电力 电力 电力 电力 电力 电力 电力The meter power consumption load is received on the first power source to know the location of the second power monitoring device, thereby generating a meter topology network. i ”6: • Apply for the power monitoring method described in $13 of the patent scope, synchronize the right to the first change and the second change to calculate the first electrical change including the following steps: 5 hai, a power monitoring device and the first The second monitoring device generates a time interval for synchronizing the time between the first power source and the second power source to perform time synchronization; translating the first change or the second changed current waveform to calibrate the first change And a time of the second change; and calculating a difference between the first change and the second change that has been translated to generate a change in the electrical device. The power monitoring method of claim 16, wherein the change is a first current waveform of the first power source, the second change a second current waveform of the second power source, and the first electrical device change is a net current waveform generated by subtracting the second current waveform after the second current waveform is translated. W. If the power monitoring method described in Item 13 of the patent application is re-Russian, the change to the first-electric H includes the following steps: "~j 1 When the first electrical appliance change is greater than the threshold value, according to the first electrical Jt finds the second battery to obtain and monitor the state of the first electric appliance similar to the first electric number. The electric power monitoring method according to the above item 13, wherein the group is configured to identify the electric power state of the electric appliance: == the second electric power monitoring device including the second electric power group source, for measuring one of the first lightning ^Second measurement and calculation of the power consumption of the third power source is given to the first power; the power source is a branch of the second power source and the supply relative and the power monitoring device knows that the second electrical device changes; and the third change In the calculation, the second appliance changes according to the second appliance change to obtain and monitor similar to the second "change = j read the m group contains the combination of the first f state, 44 1
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