TW201537888A - Diagnostic method for solar apparatus - Google Patents

Diagnostic method for solar apparatus Download PDF

Info

Publication number
TW201537888A
TW201537888A TW104116625A TW104116625A TW201537888A TW 201537888 A TW201537888 A TW 201537888A TW 104116625 A TW104116625 A TW 104116625A TW 104116625 A TW104116625 A TW 104116625A TW 201537888 A TW201537888 A TW 201537888A
Authority
TW
Taiwan
Prior art keywords
data
solar
solar device
value
detecting
Prior art date
Application number
TW104116625A
Other languages
Chinese (zh)
Inventor
Kun-Hong Chen
Original Assignee
Sinogreenergy Consultant Co Ltd
Priority date (The priority date is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the date listed.)
Filing date
Publication date
Application filed by Sinogreenergy Consultant Co Ltd filed Critical Sinogreenergy Consultant Co Ltd
Priority to TW104116625A priority Critical patent/TW201537888A/en
Publication of TW201537888A publication Critical patent/TW201537888A/en

Links

Classifications

    • 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
    • Y02EREDUCTION OF GREENHOUSE GAS [GHG] EMISSIONS, RELATED TO ENERGY GENERATION, TRANSMISSION OR DISTRIBUTION
    • Y02E10/00Energy generation through renewable energy sources
    • Y02E10/50Photovoltaic [PV] energy

Landscapes

  • Photovoltaic Devices (AREA)

Abstract

The present invention discloses a diagnostic method for a solar apparatus, the method compares data of the same solar apparatus at different times or data of different solar apparatus at the same time, or even compares the data of a solar apparatus with the average data value of a plurality of solar apparatuses, so as to perform the problem detection of solar apparatus. Through the above-described diagnostic method, it is possible to compare the data of a solar apparatus in many aspects, determine whether the solar apparatus is working properly, thereby increasing the power-generating efficiency of solar apparatus.

Description

太陽能裝置診斷方法Solar device diagnostic method

本發明係有關於一種太陽能裝置診斷方法,特別是一種可以偵測太陽能裝置的多個不同數據的診斷方法。The invention relates to a solar device diagnostic method, in particular to a diagnostic method capable of detecting a plurality of different data of a solar device.

能源危機以來,許多國家皆積極地尋找替代能源。替代能源是指煤、石油、天然氣核能等以外的能源,其包括風、太陽、地熱、潮汐等能源。其中,太陽能取之不盡用之不竭,發電裝置可與建築物結合等優點,加上近年來轉換效率持續提升,許多國家積極推廣補助,使太陽能電池模組被廣泛應用。Since the energy crisis, many countries have been actively looking for alternative energy sources. Alternative energy refers to energy sources other than coal, oil, natural gas and nuclear energy, including wind, sun, geothermal, and tidal energy. Among them, solar energy is inexhaustible, power generation equipment can be combined with buildings, and the conversion efficiency has been continuously improved in recent years. Many countries actively promote subsidies, so that solar cell modules are widely used.

太陽能發電與現有的市電不同,太陽能發電將多個太陽能電池模組串聯與並聯以輸出特定電壓與特定電流,串聯的目的是為了提高輸出電壓,並聯則是為了提高輸出電流。然後再透過直流接電箱(DC Box)與逆變器(Inverter),將太陽能電池模組所產生的能源轉換為交流電源後,再併入市電。Solar power generation is different from existing utility power. Solar power generation uses multiple solar modules in series and in parallel to output a specific voltage and a specific current. The purpose of series connection is to increase the output voltage, and parallel connection is to increase the output current. Then, through the DC Box and the Inverter, the energy generated by the solar cell module is converted into AC power, and then merged into the mains.

圖6為太陽能電池模組的電流、電壓與功率關係圖。如圖6所示,橫軸為太陽能電池模組的輸出電壓,縱軸為太陽能電池模組的輸出電流,太陽能電池模組會因為環境變化而影響其輸出效率,為了得到最佳的能量利用效率,現有的方法採用最大功率點(Maximum Power Point,MPP)追蹤的技術。在太陽能電池模組中設置一種具有最大功率追蹤(MPP tracking)功能的追蹤器可以隨時偵測太陽能電池模組的電壓與電流組合。例如,在逆變器內設有最大功率追蹤器,其可根據太陽能電池模組的電壓、電流自動偵測出一最大功率點,可從MPP點找到對應的電壓(Vmp)與電流(Imp)。Vmp是峰值功率被提取時的輸出電壓;而Imp是峰值功率被提取時的輸出電流。MPP點的變化通常與幅照度和溫度有關,當幅照度降低時,Imp電流變低,MPP點也變低。當溫度升高時,Vmp和最大功率也都降低。在現有的太陽能電池模組中,當環境發生變化時,透過即時追蹤Vmp、Imp或最大功率點的變化,對太陽能電池模組進行調整。Figure 6 is a graph showing the relationship between current, voltage and power of a solar cell module. As shown in Fig. 6, the horizontal axis is the output voltage of the solar cell module, and the vertical axis is the output current of the solar cell module, and the solar cell module affects the output efficiency due to environmental changes, in order to obtain the best energy utilization efficiency. The existing method uses the Maximum Power Point (MPP) tracking technique. A tracker with maximum power tracking (MPP tracking) function in the solar cell module can detect the voltage and current combination of the solar cell module at any time. For example, a maximum power tracker is provided in the inverter, which can automatically detect a maximum power point according to the voltage and current of the solar battery module, and can find a corresponding voltage (Vmp) and current (Imp) from the MPP point. . Vmp is the output voltage at which the peak power is extracted; and Imp is the output current when the peak power is extracted. The change in the MPP point is usually related to the illuminance and temperature. When the illuminance is lowered, the Imp current becomes lower and the MPP point becomes lower. When the temperature rises, both Vmp and maximum power are also reduced. In the existing solar cell module, when the environment changes, the solar cell module is adjusted by instantly tracking changes in Vmp, Imp, or maximum power point.

當太陽能電池模組的最大功率Pmax與其對應的電壓Vmp或電流Imp沒有保持在一門檻值時,最大功率追蹤器會傳送一警告訊息告知管理者,提醒管理者進行問題檢測。利用最大功率追蹤器,每個太陽能電池模組的發電狀況只能和自己的門檻值進行比較。然而,在真實情況下,影響太陽能電池模組發電效率的因素很多,在同一時間與同一天氣情況下,不同的太陽能電池模組有可能會有不同的輸出,必須針對不同的狀況以及不同的太陽能電池模組進行不同的處理。When the maximum power Pmax of the solar cell module and its corresponding voltage Vmp or current Imp are not maintained at a threshold, the maximum power tracker transmits a warning message to the manager to remind the manager to perform the problem detection. With the maximum power tracker, the power generation of each solar module can only be compared to its own threshold. However, under real circumstances, there are many factors affecting the power generation efficiency of solar cell modules. At the same time and under the same weather conditions, different solar cell modules may have different outputs, and must be directed to different conditions and different solar energy. The battery module performs different processing.

因此,存在一種需求,設計一種太陽能裝置發電效率的監控方法與系統,可以多方面的比對,而非僅是透過功率追蹤即判定太陽能裝置發電效率的好壞。Therefore, there is a need to design a monitoring method and system for power generation efficiency of a solar device, which can be compared in many aspects, rather than merely determining the power generation efficiency of the solar device through power tracking.

本發明的目的在設計一種太陽能裝置診斷方法,比較不同時間同一太陽能裝置的數據,根據太陽能裝置在不同時間的數據判斷太陽能裝置是否異常,進而提高太陽能裝置的發電效率。The object of the present invention is to design a solar device diagnostic method, compare data of the same solar device at different times, and determine whether the solar device is abnormal according to the data of the solar device at different times, thereby improving the power generation efficiency of the solar device.

根據上述之目的,本發明提供一種太陽能裝置診斷方法,其包含: 於一第一時間,偵測至少一太陽能裝置的至少一第一數據; 於一第二時間,偵測該至少一太陽能裝置的至少一第二數據; 計算該至少一第一數據與該至少一第二數據之間的至少一第一比較值;及 當該至少一第一比較值的絕對值大於一第一誤差容許值,傳送一第一警告訊息。According to the above objective, the present invention provides a solar device diagnostic method, including: detecting at least one first data of at least one solar device at a first time; and detecting the at least one solar device at a second time At least one second data; calculating at least one first comparison value between the at least one first data and the at least one second data; and when an absolute value of the at least one first comparison value is greater than a first error tolerance value, Send a first warning message.

本發明另一目的在提供一種太陽能裝置診斷方法,比較相同時間不同太陽能裝置的數據,根據比較結果判斷其中一個太陽能裝置是否異常,以進行太陽能電廠的保養或維修。Another object of the present invention is to provide a solar device diagnostic method that compares data of different solar devices at the same time and determines whether one of the solar devices is abnormal according to the comparison result to perform maintenance or repair of the solar power plant.

根據上述之目的,本發明提供一種太陽能裝置診斷方法,其包含: 於一第一時間,偵測至少一第一太陽能裝置的至少一第一數據; 於該第一時間,偵測至少一第二太陽能裝置的至少一第二數據; 計算該至少一第一數據與該至少一第二數據之間的至少一第一比較值;及 當該至少一第一比較值的絕對值大於一第一誤差容許值,傳送一第一警告訊息; 其中該至少一第一數據與該至少一第二數據為相同單位的數據。According to the above, the present invention provides a solar device diagnostic method, including: detecting at least one first data of at least one first solar device at a first time; detecting at least one second at the first time At least one second data of the solar device; calculating at least a first comparison value between the at least one first data and the at least one second data; and when an absolute value of the at least one first comparison value is greater than a first error The allowable value is transmitted by a first warning message; wherein the at least one first data and the at least one second data are the same unit of data.

本發明另一目的在提供一種太陽能裝置診斷方法,將太陽能裝置的目前數據與太陽能裝置之數據平均值做比較,根據比較結果,判斷此太陽能裝置的工作狀態是否與多個太陽能裝置的工作狀態相同,以判斷目前的太陽能裝置是否異常。Another object of the present invention is to provide a solar device diagnostic method, which compares current data of a solar device with a data average of a solar device, and determines whether the working state of the solar device is the same as that of a plurality of solar devices according to the comparison result. To determine whether the current solar installation is abnormal.

根據上述之目的,本發明提供一種太陽能裝置診斷方法,其包含: 偵測一第一太陽能裝置的一第一數據; 偵測該第一太陽能裝置的複數個第二數據; 計算該些第二數據的一第一平均值; 計算該第一數據與該第一平均值之間的至少一第一比較值;及 當該至少一第一比較值的絕對值大於一第一誤差容許值,傳送一第一警告訊息。According to the above objective, the present invention provides a solar device diagnostic method, including: detecting a first data of a first solar device; detecting a plurality of second data of the first solar device; calculating the second data a first average value; calculating at least a first comparison value between the first data and the first average value; and transmitting a first value when the absolute value of the at least one first comparison value is greater than a first error tolerance value First warning message.

透過上述的診斷方法,可以比對多個太陽能裝置之間的差異,且可以比對太陽能裝置的多個數據,而非如傳統上僅追蹤單一太陽能裝置的最大功率點的不同,以提高太陽能裝置的發電效率。Through the above diagnostic method, the difference between the plurality of solar devices can be compared, and the plurality of data of the solar device can be compared, instead of the difference of the maximum power point of the single solar device as traditionally, to improve the solar device. Power generation efficiency.

以下配合圖式及本發明較佳實施例,進一步闡述本發明為達成預定目的所採取的技術手段。The technical means adopted by the present invention for achieving the intended purpose are further explained below in conjunction with the drawings and preferred embodiments of the present invention.

圖1為本發明之太陽能電廠的平面圖。如圖1所示,太陽能電廠10包含太陽能電池模組串列11、直流接電箱12、逆變器(inverter)13與太陽能裝置診斷系統14。在本發明中,太陽能電池模組串列11可以只有一個,但在不同實施例中,太陽能電廠10可以包含多個太陽能電池模組串列11,在此並不侷限。太陽能電池模組串列11中具有多個太陽能電池模組111,多個太陽能電池模組111之間以串接方式連接而成。太陽能電池模組串列11電連接直流接電箱12,透過直流接電箱12將太陽能電池模組111所產生的電能彙集,再送到逆變器13進行直流交流電壓的轉換。本發明的太陽能裝置診斷系統14可以設置在太陽能電池模組111、太陽能電池模組串列11、直流接電箱12或逆變器13上,在此並不侷限。舉例來說,太陽能裝置診斷系統14設置在太陽能電池模組111上,可量測太陽能電池模組111的數據,太陽能裝置診斷系統14也可以設置在整個太陽能電池模組串列11上,以量測太陽能電池模組串列的數據。在太陽能電廠10內的所有裝置都可以是本發明之太陽能裝置診斷系統14的量測標的,甚至太陽能電廠10本身都可以是診斷系統14的量測標的,而非如傳統方法只量測太陽能電池模組的最大功率點。Figure 1 is a plan view of a solar power plant of the present invention. As shown in FIG. 1, the solar power plant 10 includes a solar cell module series 11, a DC power box 12, an inverter 13 and a solar device diagnostic system 14. In the present invention, there may be only one solar battery module series 11, but in different embodiments, the solar power plant 10 may include a plurality of solar battery module series 11, which is not limited herein. The solar battery module series 11 has a plurality of solar battery modules 111, and the plurality of solar battery modules 111 are connected in series. The solar battery module serial 11 is electrically connected to the DC power box 12, and the power generated by the solar battery module 111 is collected through the DC power box 12, and then sent to the inverter 13 for DC voltage conversion. The solar device diagnostic system 14 of the present invention may be disposed on the solar cell module 111, the solar cell module serial 11, the DC power box 12, or the inverter 13, and is not limited herein. For example, the solar device diagnostic system 14 is disposed on the solar cell module 111, and the data of the solar cell module 111 can be measured. The solar device diagnostic system 14 can also be disposed on the entire solar cell module string 11 for Measure the data of the solar battery module. All of the devices within the solar power plant 10 can be the measurement targets of the solar device diagnostic system 14 of the present invention, and even the solar power plant 10 itself can be the measurement target of the diagnostic system 14, rather than measuring only the solar cells as in the conventional method. The maximum power point of the module.

圖2係為本發明第一實施例之太陽能裝置診斷方法的流程圖。如圖2所示,在第一實施例中,透過比較相同太陽能裝置在不同時間的數據,來診斷此太陽能裝置是否發生異常。在步驟S201中,於一第一時間內,偵測至少一太陽能裝置的至少一第一數據D1。第一時間的單位可以是秒、分、時、天、月、季或年,在此並不侷限,而太陽能裝置的第一數據D1可以是直流(DC)的數據(例如電壓、電流、太陽能裝置發電效率(kWh/kWp/h)、每千瓦小時(kWh)、每千瓦尖峰(kWp)等)、交流(AC)的數據(例如電壓、電流、太陽能裝置發電效率(kWh/kWp/h)、每千瓦小時(kWh)、每千瓦尖峰(kWp)等)、溫度數據、環境因子數據、電阻數據或漏電流數據等。任何太陽能裝置之直流或交流的電性參數、任何環境因子數據、任何電阻或任何漏電流的數據都可作為本發明的數據,在此並不侷限。舉例來說,第一數據D1是電壓值時,可以是量測太陽能電池模組所輸出的直流電壓或是經由轉換過的交流電壓。第一數據D1是溫度值時,可以是太陽能裝置整體的溫度,或是太陽能裝置內部電子元件(如模組、逆變器、斷路器,二極體、保險絲、端子座、突波吸收器、電線、直流接電箱、交流接電箱(AC Box)等)的溫度,可以藉由在需要量測溫度的部位設置溫度感測器,即可檢測該部位的溫度。第一數據D1是環境因子的數值時,可以是日照、溼度、溫度、風速或風壓等。第一數據D1是電阻值時,可以是直流接地電阻、交流接地電阻或串聯電阻等。第一數據D1是漏電流值時,可以是逆變器的漏電流,也可以是DC盤、AC盤、DC端或AC端的接地漏電流。第一太陽能裝置可以是太陽能電池模組、太陽能電池模組串列、用於太陽能電池模組的最大功率追蹤器、太陽能所使用的逆變器或太陽能電廠等,且第一太陽能裝置的數量可以是一個以上或兩個以上,其發電量在1 KW~1 GW。2 is a flow chart showing a method of diagnosing a solar device according to a first embodiment of the present invention. As shown in FIG. 2, in the first embodiment, whether the solar device is abnormal is diagnosed by comparing data of the same solar device at different times. In step S201, at least one first data D1 of at least one solar device is detected in a first time. The unit of the first time may be seconds, minutes, hours, days, months, quarters or years, which is not limited herein, and the first data D1 of the solar device may be direct current (DC) data (eg voltage, current, solar energy). Unit power generation efficiency (kWh/kWp/h), kWh, kWp, etc., AC (AC) data (eg voltage, current, solar unit power generation efficiency (kWh/kWp/h) , per kWh (kWh), per kW spike (kWp), etc., temperature data, environmental factor data, resistance data or leakage current data. Any of the DC or AC electrical parameters of any solar device, any environmental factor data, any resistance or any leakage current data can be used as the data of the present invention and is not limited herein. For example, when the first data D1 is a voltage value, it may measure the DC voltage output by the solar cell module or via the converted AC voltage. When the first data D1 is a temperature value, it may be the temperature of the entire solar device or the internal electronic components of the solar device (such as a module, an inverter, a circuit breaker, a diode, a fuse, a terminal block, a surge absorber, The temperature of the wire, the DC power box, the AC box, etc. can be detected by setting a temperature sensor at a portion where the temperature needs to be measured. When the first data D1 is a numerical value of the environmental factor, it may be sunshine, humidity, temperature, wind speed, or wind pressure. When the first data D1 is a resistance value, it may be a DC grounding resistance, an AC grounding resistance, or a series resistance. When the first data D1 is a leakage current value, it may be a leakage current of the inverter, or may be a ground leakage current of a DC disk, an AC disk, a DC terminal, or an AC terminal. The first solar device may be a solar cell module, a tandem solar cell module, a maximum power tracker for a solar cell module, an inverter used for solar energy, or a solar power plant, and the number of the first solar device may be It is more than one or two, and its power generation is between 1 KW and 1 GW.

參閱圖2,在步驟S202中,於一第二時間內,偵測該至少一太陽能裝置的至少一第二數據D2,在此實施例中,第一時間不同於第二時間。第一數據D1與第二數據D2為相同單位的數據,例如第一數據D1與第二數據D2同為溫度值或第一數據D1與第二數據D2同為電壓值等。然後,在步驟S203中,計算第一數據D1與第二數據D2之間的至少一第一比較值C1。在本發明的實施例中,該第一比較值C1為第一數據D1與第二數據D2之間的差異百分比,其演算法可為C1=((D2–D1)/D1)×100%,但在不同實施例中,該第一比較值C1可以是計算第一數據D1與第二數據D2之間不同於差異百分比的計算數值,在此並不侷限。Referring to FIG. 2, in step S202, at least one second data D2 of the at least one solar device is detected in a second time. In this embodiment, the first time is different from the second time. The first data D1 and the second data D2 are data of the same unit. For example, the first data D1 and the second data D2 are both temperature values or the first data D1 and the second data D2 are voltage values and the like. Then, in step S203, at least a first comparison value C1 between the first data D1 and the second data D2 is calculated. In the embodiment of the present invention, the first comparison value C1 is a percentage difference between the first data D1 and the second data D2, and the algorithm may be C1=((D2−D1)/D1)×100%, However, in different embodiments, the first comparison value C1 may be a calculated value different from the difference percentage between the first data D1 and the second data D2, which is not limited herein.

在步驟S204中,當第一比較值C1的絕對值(|C1|)大於一第一誤差容許值,傳送一第一警告訊息給管理者,讓管理者知道太陽能裝置或其內部元件可能有異常,需要做檢查與調整。舉例來說,在一實施例中,誤差容許值為1%,若|C1|≧ 1%,傳送警告訊息給管理者。另外,警告訊息可以透過簡訊、電話、電子郵件、手持裝置軟體、非手持裝置軟體或通訊軟體等方式傳送,但在此並不侷限。In step S204, when the absolute value (|C1|) of the first comparison value C1 is greater than a first error tolerance value, a first warning message is transmitted to the manager to let the manager know that the solar device or its internal components may be abnormal. Need to check and adjust. For example, in one embodiment, the error tolerance is 1%, and if |C1|≧ 1%, a warning message is sent to the manager. In addition, the warning message can be transmitted via SMS, telephone, email, handheld software, non-handheld software or communication software, but it is not limited here.

在本發明的第一實施例中,為了確認此太陽能裝置是否發生異常,僅透過比較一種數據的差異,這樣的診斷方法可能不夠精確。因此,在本發明的診斷方法中,進一步包含下列步驟。在步驟S205中,於第三時間偵測該至少一太陽能裝置的至少一第三數據D3,並於步驟S206中,於第四時間偵測該至少一太陽能裝置的至少一第四數據D4。接著,在步驟S207中,計算該至少一第三數據D3與該至少一第四數據D4之間的至少一第二比較值C2。然後,在步驟S208中,當該至少一第二比較值C2的絕對值大於一第二誤差容許值,傳送第二警告訊息給管理者。進一步透過計算第二比較值,確認太陽能裝置確實發生異常。另外,在第一實施例中,第一時間可以等於第三時間,或者第二時間可以等於第四時間,但在此並不侷限。In the first embodiment of the present invention, in order to confirm whether or not the solar device is abnormal, such a diagnosis method may not be accurate enough by comparing the difference in one type of data. Therefore, in the diagnostic method of the present invention, the following steps are further included. In step S205, at least one third data D3 of the at least one solar device is detected at a third time, and at least a fourth data D4 of the at least one solar device is detected at a fourth time in step S206. Next, in step S207, at least a second comparison value C2 between the at least one third data D3 and the at least one fourth data D4 is calculated. Then, in step S208, when the absolute value of the at least one second comparison value C2 is greater than a second error tolerance value, the second warning message is transmitted to the manager. Further, by calculating the second comparison value, it is confirmed that the solar device does not abnormally. In addition, in the first embodiment, the first time may be equal to the third time, or the second time may be equal to the fourth time, but is not limited herein.

舉例來說,第一數據D1與第二數據D2的單位為電壓值,當管理者接收到第一警告訊息時,瞭解太陽能裝置的電壓可能發生異常,為了確認太陽能裝置真正有異常狀況發生,管理者進一步偵測太陽能裝置的第三數據D3與第四數據D4,第三數據D3與第四數據D4的單位可以同樣是電壓值,或者第三數據D3與第四數據D4可以是電流值、溫度值或環境因子等不同於第一數據D1與第二數據D2之單位的數據。透過偵測第三數據D3與第四數據D4以確認太陽能裝置是否真正發生異常。然而,上述的說明僅是強調本發明的診斷方法可以進一步計算第二比較值C2,來確認太陽能裝置真正發生異常,而非侷限本發明的診斷方法僅計算第一比較值C1與第二比較值C2。在不同實施例中,管理者更可以計算兩個比較值以上,再更進一步確認太陽能裝置是否發生異常。For example, the unit of the first data D1 and the second data D2 is a voltage value. When the manager receives the first warning message, the voltage of the solar device may be abnormal. In order to confirm that the solar device is abnormal, the management is performed. Further detecting the third data D3 and the fourth data D4 of the solar device, the units of the third data D3 and the fourth data D4 may be the voltage value, or the third data D3 and the fourth data D4 may be the current value and the temperature. A value or an environmental factor or the like is different from the data of the units of the first data D1 and the second data D2. The third data D3 and the fourth data D4 are detected to confirm whether the solar device is actually abnormal. However, the above description merely emphasizes that the diagnostic method of the present invention can further calculate the second comparison value C2 to confirm that the solar device is actually abnormal, and the diagnostic method of the present invention is not limited to calculating only the first comparison value C1 and the second comparison value. C2. In different embodiments, the manager can calculate more than two comparison values, and further confirm whether the solar device is abnormal.

圖3為本發明第二實施例之太陽能裝置診斷方法的流程圖。如圖3所示,在第二實施例的診斷方法中,透過比較不同太陽能裝置的數據,來診斷其中一個太陽能裝置是否發生異常。在步驟S301中,於一第一時間,偵測至少一第一太陽能裝置的至少一第一數據D1,而在步驟S302中,於該第一時間,偵測至少一第二太陽能裝置的至少一第二數據D2。舉例來說,第一太陽能裝置與第二太陽能裝置可以分別是同一太陽能電廠的不同元件,第一太陽能裝置與第二太陽能裝置也可以分別是兩個不同太陽能電廠或單一電廠的兩個不同元件,在此並不侷限。接著,在步驟S303中,計算第一數據D1與第二數據D2之間的至少一第一比較值C1。在步驟S304中,當第一比較值C1的絕對值大於一第一誤差容許值,傳送一第一警告訊息。第一數據D1與第二數據D2為相同單位的數據,舉例來說第一數據D1與第二數據D2皆為電壓值。3 is a flow chart of a method for diagnosing a solar device according to a second embodiment of the present invention. As shown in FIG. 3, in the diagnostic method of the second embodiment, whether or not an abnormality occurs in one of the solar devices is diagnosed by comparing data of different solar devices. In step S301, at least one first data D1 of at least one first solar device is detected at a first time, and in step S302, at least one second solar device is detected at the first time. Second data D2. For example, the first solar device and the second solar device may respectively be different components of the same solar power plant, and the first solar device and the second solar device may also be two different components of two different solar power plants or a single power plant, respectively. This is not limited here. Next, in step S303, at least a first comparison value C1 between the first data D1 and the second data D2 is calculated. In step S304, when the absolute value of the first comparison value C1 is greater than a first error tolerance value, a first warning message is transmitted. The first data D1 and the second data D2 are data of the same unit. For example, the first data D1 and the second data D2 are voltage values.

然而,在不同實施例中,為了進一步確認太陽能裝置發生異常,第二實施例的診斷方法更包含下列步驟。在步驟S305中,於一第二時間,偵測該至少一第一太陽能裝置的至少一第三數據D3,並在步驟S306中,於該第二時間,偵測該至少一第二太陽能裝置的至少一第四數據D4。接著,在步驟S307中,計算該至少一第三數據D3與該至少一第四數據D4之間的至少一第二比較值。在第二實施例中,進一步計算第三數據D3與第四數據D4之間的第二比較值C2,確認第二比較值C2是否也過大。在步驟S308中,當該至少一第二比較值C2的絕對值大於一第二誤差容許值,傳送一第二警告訊息以確認該至少一第一太陽能裝置發生異常。第一時間可以等於第二時間,但在不同實施例中,第一時間可以不等於第二時間。However, in various embodiments, in order to further confirm that an abnormality occurs in the solar device, the diagnostic method of the second embodiment further includes the following steps. In step S305, at least one third data D3 of the at least one first solar device is detected at a second time, and in step S306, the second solar device is detected at the second time. At least one fourth data D4. Next, in step S307, at least a second comparison value between the at least one third data D3 and the at least one fourth data D4 is calculated. In the second embodiment, the second comparison value C2 between the third data D3 and the fourth data D4 is further calculated to confirm whether the second comparison value C2 is also too large. In step S308, when the absolute value of the at least one second comparison value C2 is greater than a second error tolerance value, a second warning message is transmitted to confirm that the at least one first solar device is abnormal. The first time may be equal to the second time, but in a different embodiment, the first time may not be equal to the second time.

舉例來說,第一數據與第二數據為電壓值,第三數據與第四數據為電流值。當管理者發現第一太陽能裝置與第二太陽能裝置的電壓值差異過大,為了進一步確認第一太陽能裝置或第二太陽能裝置是否真正發生異常,管理者比較第一太陽能裝置與第二太陽能裝置的電流值是否差異也過大。若第一太陽能裝置與第二太陽能裝置的電流值差異也過大,確認第一太陽能裝置或第二太陽能裝置發生異常,管理者可以進行維修或故障排除。若第一太陽能裝置與第二太陽能裝置的電流值差異低於第二誤差容許值,第一太陽能裝置與第二太陽能裝置的電壓值異常可能是誤判,管理者無需進行維修或故障排除。或者,在不同實施例中,管理者更可以計算第三比較值,再進一步比較第一太陽能裝置與第二太陽能裝置的另一種數據之間的差異是否也過大,更進一步確認第一太陽能裝置或第二太陽能裝置是否真正發生異常。在本發明中,比較的次數可以不只一次,且每次比較的數據不一樣,透過多方面的多次比較來確認太陽能裝置是否發生異常。For example, the first data and the second data are voltage values, and the third data and the fourth data are current values. When the manager finds that the voltage value difference between the first solar device and the second solar device is too large, in order to further confirm whether the first solar device or the second solar device is abnormally abnormal, the manager compares the currents of the first solar device and the second solar device. Whether the value is too different. If the difference between the current values of the first solar device and the second solar device is too large, it is confirmed that the first solar device or the second solar device is abnormal, and the manager can perform maintenance or troubleshooting. If the difference between the current values of the first solar device and the second solar device is lower than the second error tolerance, the abnormal voltage value of the first solar device and the second solar device may be misjudged, and the manager does not need to perform maintenance or troubleshooting. Alternatively, in different embodiments, the manager can further calculate the third comparison value, and further compare whether the difference between the other data of the first solar device and the second solar device is too large, and further confirm the first solar device or Whether the second solar device is actually abnormal. In the present invention, the number of comparisons may be more than once, and the data for each comparison is different, and it is confirmed by a plurality of comparisons in multiple aspects whether or not the solar device is abnormal.

另外,在不同實施例中,將步驟S306中的至少一第二太陽能裝置以至少一第三太陽能裝置取代,偵測至少一第三太陽能裝置的至少一第四數據。當第一太陽能裝置的第一數據與第二太陽能的第二數據之間的比較值大於誤差容許值時,本發明的太陽能裝置診斷方法除了可以再比較第一太陽能裝置的第三數據與第二太陽能裝置的第四數據之間的差異,或者可以比較第一太陽能裝置的第三數據與第三太陽能裝置的第四數據之間的差異,第二太陽能裝置與第三太陽能裝置為不同的太陽能裝置。舉例來說,當管理者發現第一太陽能裝置與第二太陽能裝置之間的數據有差異時,管理者除了可以進一步比較第一太陽能裝置與第二太陽能裝置之間的其它數據,管理者也可以進一步比較第一太陽能裝置與第三太陽能裝置之間的數據是否也有差異,以確認第一太陽能裝置是否故障或異常情形產生。In addition, in different embodiments, at least one second solar device in step S306 is replaced by at least one third solar device to detect at least one fourth data of at least one third solar device. When the comparison value between the first data of the first solar device and the second data of the second solar energy is greater than the error tolerance, the solar device diagnostic method of the present invention can compare the third data and the second of the first solar device a difference between the fourth data of the solar device, or a difference between the third data of the first solar device and the fourth data of the third solar device, wherein the second solar device and the third solar device are different solar devices . For example, when the manager finds that there is a difference in data between the first solar device and the second solar device, the manager can further compare the other data between the first solar device and the second solar device, and the manager can also It is further compared whether the data between the first solar device and the third solar device is also different to confirm whether the first solar device is malfunctioning or an abnormal situation occurs.

圖4為本發明第三實施例之太陽能裝置診斷方法的流程圖。如圖4所示,在第三實施例的診斷方法中,透過第一太陽能裝置的數據與第一太陽能裝置和至少一第二太陽能裝置的數據平均值相比較,或者透過第一太陽能裝置的數據與多個第二太陽能裝置的數據平均值相比較,來診斷該太陽能裝置是否發生異常。4 is a flow chart of a method of diagnosing a solar device according to a third embodiment of the present invention. As shown in FIG. 4, in the diagnostic method of the third embodiment, the data transmitted through the first solar device is compared with the data average of the first solar device and the at least one second solar device, or the data of the first solar device is transmitted. Comparing with the data average of the plurality of second solar devices to diagnose whether the solar device is abnormal.

在步驟S401中,偵測一第一太陽能裝置的一第一數據D1,而在步驟S402中,偵測複數個第二太陽能裝置的複數個第二數據D2,複數個第二太陽能裝置中可包含第一太陽能裝置或不包含第一太陽能裝置,在此並不侷限。接著,在步驟S403中,計算該複數個第二數據D2的一第一平均值。在步驟S404中,計算第一數據D1與第一平均值之間的至少一第一比較值。在步驟S405中,當第一比較值的絕對值大於一第一誤差容許值,傳送一第一警告訊息。在此實施例中,第一數據D1與第二數據D2為相同單位的數據,例如第一數據D1與第二數據D2皆為電壓值。In step S401, a first data D1 of a first solar device is detected, and in step S402, a plurality of second data D2 of the plurality of second solar devices are detected, and the plurality of second solar devices may include The first solar device or the first solar device is not limited herein. Next, in step S403, a first average value of the plurality of second data D2 is calculated. In step S404, at least a first comparison value between the first data D1 and the first average value is calculated. In step S405, when the absolute value of the first comparison value is greater than a first error tolerance value, a first warning message is transmitted. In this embodiment, the first data D1 and the second data D2 are the same unit of data, for example, the first data D1 and the second data D2 are voltage values.

然而,在不同實施例中,為了進一步確認第一太陽能裝置發生異常,第三實施例的診斷方法更包含下列步驟。在步驟S406中,偵測第一太陽能裝置的第三數據D3,並在步驟S407中,偵測複數個第三太陽能裝置的複數個第四數據D4,其中複數個第三太陽能裝置可包含或不包含第一太陽能裝置與或第二太陽能裝置,在此並不侷限。接著,在步驟S408中,計算該複數個第四數據D4的第二平均值。在S409中,計算第三數據D3與第二平均值之間的至少一第二比較值。在第二實施例中,進一步計算第三數據D3與第二平均值之間的第二比較值,檢查第二比較值是否也過大。在步驟S410中,當第二比較值的絕對值大於一第二誤差容許值,傳送一第二警告訊息以確認該第一太陽能裝置發生異常。However, in various embodiments, in order to further confirm that the first solar device is abnormal, the diagnostic method of the third embodiment further includes the following steps. In step S406, the third data D3 of the first solar device is detected, and in step S407, the plurality of fourth data D4 of the plurality of third solar devices are detected, wherein the plurality of third solar devices may or may not include The inclusion of the first solar device or the second solar device is not limited herein. Next, in step S408, a second average value of the plurality of fourth data D4 is calculated. In S409, at least a second comparison value between the third data D3 and the second average value is calculated. In the second embodiment, the second comparison value between the third data D3 and the second average value is further calculated to check whether the second comparison value is also too large. In step S410, when the absolute value of the second comparison value is greater than a second error tolerance value, a second warning message is transmitted to confirm that the first solar device is abnormal.

在此實施例中,第一太陽能裝置與第三太陽能裝置為相同屬性的太陽能裝置,且第一太陽能裝置的第一數據D1與第三數據D3可以是相同單位的數據或不同單位的數據,例如第一數據D1可以是電壓值,而第三數據D3可以是電壓值或電流值,在此並不侷限。另外,若第一太陽能裝置的第三數據D3與第三太陽能裝置之第四數據D4的平均值差異小於第二誤差容許值,第一太陽能裝置的電壓值異常可能是誤判,管理者無需進行維修或故障排除。若第一太陽能裝置的第三數據D3與第三太陽能裝置的第四數據D4的平均值差異大於第二誤差容許值,則可確認第一太陽能裝置異常,管理者進行第一太陽能裝置的維修或故障排除。In this embodiment, the first solar device and the third solar device are solar devices of the same property, and the first data D1 and the third data D3 of the first solar device may be the same unit of data or different units of data, for example, The first data D1 may be a voltage value, and the third data D3 may be a voltage value or a current value, which is not limited herein. In addition, if the difference between the average value of the third data D3 of the first solar device and the fourth data D4 of the third solar device is less than the second error tolerance, the voltage value of the first solar device may be misjudged, and the manager does not need to perform maintenance. Or troubleshooting. If the difference between the average value of the third data D3 of the first solar device and the fourth data D4 of the third solar device is greater than the second error tolerance, the first solar device may be confirmed to be abnormal, and the manager performs maintenance of the first solar device or Troubleshooting.

另外,在不同實施例中,管理者可以在步驟S407中將第三太陽能裝置以第二太陽能裝置取代。將第一太陽能裝置的第三數據D3與複數個第二太陽能裝置的的第四數據D4的平均值作比較,確認第一太陽能裝置是否發生異常或僅是誤判。或者,管理者更可以計算第三比較值,再進一步比較第一太陽能裝置的數據與另一種數據平均值之間的差異是否也過大,更進一步確認第一太陽能裝置是否真正發生異常。在本發明中,比較的次數可以不只一次或兩次,且每次比較的數據也可以不一樣,透過多方面的多次比較來確認太陽能裝置是否發生異常。Additionally, in various embodiments, the manager may replace the third solar device with the second solar device in step S407. Comparing the third data D3 of the first solar device with the average value of the fourth data D4 of the plurality of second solar devices, it is confirmed whether the first solar device is abnormal or only misjudged. Alternatively, the manager can further calculate the third comparison value, and further compare whether the difference between the data of the first solar device and the average value of the other data is too large, and further confirm whether the first solar device actually has an abnormality. In the present invention, the number of comparisons may be more than one or two times, and the data for each comparison may be different, and it is confirmed by multiple comparisons in many aspects whether or not the solar device is abnormal.

圖5係顯示某一太陽能裝置的第一數據D1與第二數據D2的長條圖。如圖5所示,在此長條圖中,橫軸為日期,縱軸可以是DC電壓、AC電壓、溫度、環境因子、電阻或漏電流等數值,在此並不侷限。在本發明的實施例中,分別將2015年一月三日(作為第一時間)與2015年一月四日(作為第二時間)所量測之某一太陽能裝置的數值做為第一數據D1與第二數據D2,然後計算第一數據D1與第二數據D2之間的差異百分比。將此差異百分比與一誤差容許值相比,若差異百分比的絕對值大於誤差容許值,則傳送警告訊息給管理者。Fig. 5 is a bar graph showing the first data D1 and the second data D2 of a certain solar device. As shown in FIG. 5, in the bar graph, the horizontal axis is the date, and the vertical axis may be a value such as a DC voltage, an AC voltage, a temperature, an environmental factor, a resistance, or a leakage current, which is not limited herein. In the embodiment of the present invention, the value of a certain solar device measured on January 3, 2015 (as the first time) and January 4, 2015 (as the second time) is taken as the first data. D1 and the second data D2, and then calculate the percentage difference between the first data D1 and the second data D2. The percentage difference is compared to an error tolerance, and if the absolute value of the difference percentage is greater than the error tolerance, a warning message is sent to the manager.

雖然本發明的技術內容已經以較佳實施例揭露如上,然其並非用以限定本發明,任何熟習此技藝者,在不脫離本發明之精神所作些許之更動與潤飾,皆應涵蓋於本發明的範疇內,因此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。Although the technical content of the present invention has been disclosed in the above preferred embodiments, it is not intended to limit the present invention, and any modifications and refinements made by those skilled in the art without departing from the spirit of the present invention are encompassed by the present invention. The scope of protection of the present invention is therefore defined by the scope of the appended claims.

10‧‧‧太陽能電廠
11‧‧‧太陽能電池模組串列
111‧‧‧太陽能電池模組
12‧‧‧直流接電箱
13‧‧‧逆變器
14‧‧‧太陽能裝置診斷系統
D1‧‧‧第一數據
D2‧‧‧第二數據
D3‧‧‧第三數據
D4‧‧‧第四數據
C1‧‧‧第一比較值
C2‧‧‧第二比較值
10‧‧‧Solar power plant
11‧‧‧Solid battery module series
111‧‧‧Solar battery module
12‧‧‧DC power box
13‧‧‧Inverter
14‧‧‧Solar device diagnostic system
D1‧‧‧ first data
D2‧‧‧ second data
D3‧‧‧ third data
D4‧‧‧ fourth data
C1‧‧‧ first comparison value
C2‧‧‧ second comparison value

圖1為本發明之太陽能電廠的平面示意圖。 圖2為本發明第一實施例之太陽能裝置診斷方法的流程圖。 圖3為本發明第二實施例之太陽能裝置診斷方法的流程圖。 圖4為本發明第三實施例之太陽能裝置診斷方法的流程圖。 圖5為某一太陽能裝置的第一數據與第二數據的長條圖。 圖6為太陽能電池模組電流、電壓與功率關係圖。1 is a schematic plan view of a solar power plant of the present invention. 2 is a flow chart of a method for diagnosing a solar device according to a first embodiment of the present invention. 3 is a flow chart of a method for diagnosing a solar device according to a second embodiment of the present invention. 4 is a flow chart of a method of diagnosing a solar device according to a third embodiment of the present invention. Figure 5 is a bar graph of first data and second data of a certain solar device. Figure 6 is a graph showing the relationship between current, voltage and power of a solar cell module.

Claims (10)

一種太陽能裝置診斷方法,其包含: 於一第一時間,偵測至少一太陽能裝置的至少一第一數據; 於一第二時間,偵測該至少一太陽能裝置的至少一第二數據; 計算該至少一第一數據與該至少一第二數據之間的至少一第一比較值;及 當該至少一第一比較值的絕對值大於一第一誤差容許值,傳送一第一警告訊息; 其中該至少一第一數據與該至少一第二數據為相同單位的數據。A method for diagnosing a solar device, comprising: detecting at least one first data of at least one solar device at a first time; detecting at least one second data of the at least one solar device at a second time; Transmitting at least a first comparison value between the at least one first data and the at least one second data; and transmitting a first warning message when an absolute value of the at least one first comparison value is greater than a first error tolerance value; The at least one first data and the at least one second data are data of the same unit. 如請求項1所述之太陽能裝置診斷方法,更包含: 於一第三時間,偵測該至少一太陽能裝置的至少一第三數據; 於一第四時間,偵測該至少一太陽能裝置的至少一第四數據; 計算該至少一第三數據與該至少一第四數據之間的至少一第二比較值;及 當該至少一第二比較值的絕對值大於一第二誤差容許值,傳送一第二警告訊息以確認該至少一太陽能裝置發生異常; 其中該至少一第三數據與該至少一第四數據為相同單位的數據。The method for diagnosing a solar device according to claim 1, further comprising: detecting at least one third data of the at least one solar device at a third time; detecting at least one solar device at least a fourth time a fourth data; calculating at least one second comparison value between the at least one third data and the at least one fourth data; and transmitting when an absolute value of the at least one second comparison value is greater than a second error tolerance value a second warning message to confirm that the at least one solar device is abnormal; wherein the at least one third data and the at least one fourth data are the same unit of data. 如請求項1所述之太陽能裝置診斷方法,其中該傳送步驟係透過簡訊、電話、電子郵件、手持裝置軟體、非手持裝置軟體或通訊軟體傳送該警告訊息。The solar device diagnostic method of claim 1, wherein the transmitting step transmits the warning message via a text message, a telephone, an email, a handheld device software, a non-handheld device software, or a communication software. 一種太陽能裝置診斷方法,其包含: 於一第一時間,偵測至少一第一太陽能裝置的至少一第一數據; 於該第一時間,偵測至少一第二太陽能裝置的至少一第二數據; 計算該至少一第一數據與該至少一第二數據之間的至少一第一比較值;及 當該至少一第一比較值的絕對值大於一第一誤差容許值,傳送一第一警告訊息; 其中該至少一第一數據與該至少一第二數據為相同單位的數據。A method for diagnosing a solar device, comprising: detecting at least one first data of at least one first solar device at a first time; detecting at least one second data of at least one second solar device at the first time Calculating at least a first comparison value between the at least one first data and the at least one second data; and transmitting a first warning when an absolute value of the at least one first comparison value is greater than a first error tolerance value a message; wherein the at least one first data and the at least one second data are data in the same unit. 如請求項4所述之太陽能裝置診斷方法,更包含: 於一第二時間,偵測該至少一第一太陽能裝置的至少一第三數據; 於該第二時間,偵測該至少一第二太陽能裝置的至少一第四數據; 計算該至少一第三數據與該至少一第四數據之間的至少一第二比較值;及 當該至少一第二比較值的絕對值大於一第二誤差容許值,傳送一第二警告訊息以確認該至少一第一太陽能裝置發生異常; 其中該至少一第三數據與該至少一第四數據為相同單位的數據。The method for diagnosing a solar device according to claim 4, further comprising: detecting at least one third data of the at least one first solar device at a second time; detecting the at least one second at the second time At least one fourth data of the solar device; calculating at least a second comparison value between the at least one third data and the at least one fourth data; and when the absolute value of the at least one second comparison value is greater than a second error The allowable value is sent a second warning message to confirm that the at least one first solar device is abnormal; wherein the at least one third data and the at least one fourth data are the same unit of data. 如請求項4所述之太陽能裝置診斷方法,其中於該些第二時間,偵測該至少一第二太陽能裝置的至少一第四數據的步驟中,將該至少一第二太陽能裝置替換為至少一個第三太陽能裝置,且該第一太陽能裝置與該至少一第三太陽能裝置為相同屬性的太陽能裝置。The method of diagnosing a solar device according to claim 4, wherein in the step of detecting at least one fourth data of the at least one second solar device, replacing the at least one second solar device with at least a third solar device, and the first solar device and the at least one third solar device are solar devices of the same property. 一種太陽能裝置診斷方法,其包含: 偵測一第一太陽能裝置的一第一數據; 偵測複數個第二太陽能裝置的複數個第二數據; 計算該些第二數據的一第一平均值; 計算該第一數據與該第一平均值之間的至少一第一比較值;及 當該至少一第一比較值的絕對值大於一第一誤差容許值,傳送一第一警告訊息。A method for diagnosing a solar device, comprising: detecting a first data of a first solar device; detecting a plurality of second data of the plurality of second solar devices; calculating a first average of the second data; Calculating at least a first comparison value between the first data and the first average value; and transmitting a first warning message when an absolute value of the at least one first comparison value is greater than a first error tolerance value. 如請求項7所述之太陽能裝置診斷方法,更包含: 偵測該至少一第一太陽能裝置的至少一第三數據; 偵測複數個第三太陽能裝置的複數個第四數據; 計算該些第四數據的一第二平均值; 計算該至少一第三數據與該第二平均值之間的至少一第二比較值;及 當該至少一第二比較值的絕對值大於一第二誤差容許值,傳送一第二警告訊息以確認該至少一第一太陽能裝置發生異常。The solar device diagnostic method of claim 7, further comprising: detecting at least one third data of the at least one first solar device; detecting a plurality of fourth data of the plurality of third solar devices; calculating the a second average of the four data; calculating at least a second comparison value between the at least one third data and the second average value; and when the absolute value of the at least one second comparison value is greater than a second error tolerance And transmitting a second warning message to confirm that the at least one first solar device is abnormal. 如請求項7所述之太陽能裝置診斷方法,其中於偵測該些第三太陽能裝置的該些第四數據的該步驟中,將該些第三太陽能裝置替換為該些第二太陽能裝置。The solar device diagnostic method of claim 7, wherein in the step of detecting the fourth data of the third solar devices, the third solar devices are replaced with the second solar devices. 如請求項7所述之太陽能裝置診斷方法,其中該些第二太陽能裝置包含該第一太陽能裝置。The solar device diagnostic method of claim 7, wherein the second solar devices comprise the first solar device.
TW104116625A 2015-05-25 2015-05-25 Diagnostic method for solar apparatus TW201537888A (en)

Priority Applications (1)

Application Number Priority Date Filing Date Title
TW104116625A TW201537888A (en) 2015-05-25 2015-05-25 Diagnostic method for solar apparatus

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
TW104116625A TW201537888A (en) 2015-05-25 2015-05-25 Diagnostic method for solar apparatus

Publications (1)

Publication Number Publication Date
TW201537888A true TW201537888A (en) 2015-10-01

Family

ID=54851033

Family Applications (1)

Application Number Title Priority Date Filing Date
TW104116625A TW201537888A (en) 2015-05-25 2015-05-25 Diagnostic method for solar apparatus

Country Status (1)

Country Link
TW (1) TW201537888A (en)

Cited By (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
TWI645663B (en) * 2018-04-11 2018-12-21 春禾科技有限公司 Abnormal judgment method and system for power generation performance of solar energy equipment

Cited By (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
TWI645663B (en) * 2018-04-11 2018-12-21 春禾科技有限公司 Abnormal judgment method and system for power generation performance of solar energy equipment

Similar Documents

Publication Publication Date Title
Mellit et al. Fault detection and diagnosis methods for photovoltaic systems: A review
Triki-Lahiani et al. Fault detection and monitoring systems for photovoltaic installations: A review
Silvestre et al. Automatic fault detection in grid connected PV systems
TWI586066B (en) Solar power generation monitoring method and the solar power generation monitoring system used in the method
Ventura et al. Development of models for on-line diagnostic and energy assessment analysis of PV power plants: The study case of 1 MW Sicilian PV plant
KR102523891B1 (en) Method and device for recognizing the operating state of a photovoltaic power string and storage medium
Livera et al. Failure diagnosis of short-and open-circuit fault conditions in PV systems
US20170054411A1 (en) Solar device diagnosis method
Hare et al. A review of faults and fault diagnosis in micro-grids electrical energy infrastructure
CN103399219A (en) Method for monitoring performance of photovoltaic power station in real time
Zahraoui et al. System‐Level Condition Monitoring Approach for Fault Detection in Photovoltaic Systems
CN104779909A (en) Method and system for monitoring working state of solar photovoltaic power station
Dumnic et al. Fault analysis and field experiences of central inverter based 2 MW PV plant
KR20180069236A (en) Intergrated monitoring system for trouble shooting of photovotaic power plants
TW201537888A (en) Diagnostic method for solar apparatus
CN104779914A (en) Conflux detection method and system for conflux boxes and solar power station
CN106301213A (en) Solar energy equipment diagnostic method
CN104796086A (en) Convergence detection method and system for convergence box and solar power station
CN104767479A (en) Convergence detecting method and system for convergence box and solar power station
CN115021675A (en) Distributed photovoltaic power station fault diagnosis method and device based on AMI data
WO2011111252A1 (en) Photovoltaic power generation system
JP6354946B2 (en) Abnormality diagnosis method for photovoltaic power generation system
KR20220036022A (en) Diagnosis method and system of photovoltaic string faults
CN104779915A (en) Conflux detection method and system for conflux boxes and solar power station
Elhassene et al. Early degradation factors of solar 33 kV grid connected power plant, a comparative study