KR101874857B1 - Fault monitoring apparatus for solar cell and operating method thereof - Google Patents
Fault monitoring apparatus for solar cell and operating method thereof Download PDFInfo
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- KR101874857B1 KR101874857B1 KR1020180018285A KR20180018285A KR101874857B1 KR 101874857 B1 KR101874857 B1 KR 101874857B1 KR 1020180018285 A KR1020180018285 A KR 1020180018285A KR 20180018285 A KR20180018285 A KR 20180018285A KR 101874857 B1 KR101874857 B1 KR 101874857B1
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- 238000012544 monitoring process Methods 0.000 title claims abstract description 27
- 238000011017 operating method Methods 0.000 title 1
- 238000000034 method Methods 0.000 claims abstract description 27
- 239000013598 vector Substances 0.000 claims description 56
- 238000010248 power generation Methods 0.000 claims description 18
- 238000005286 illumination Methods 0.000 claims description 16
- 238000012806 monitoring device Methods 0.000 claims description 6
- 238000000605 extraction Methods 0.000 claims description 3
- 238000004590 computer program Methods 0.000 claims description 2
- 230000007257 malfunction Effects 0.000 claims description 2
- 238000012935 Averaging Methods 0.000 description 3
- 239000000284 extract Substances 0.000 description 3
- 238000010586 diagram Methods 0.000 description 2
- 238000005516 engineering process Methods 0.000 description 2
- 238000012986 modification Methods 0.000 description 2
- 230000004048 modification Effects 0.000 description 2
- 230000002159 abnormal effect Effects 0.000 description 1
- 230000005856 abnormality Effects 0.000 description 1
- 239000000428 dust Substances 0.000 description 1
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- G—PHYSICS
- G01—MEASURING; TESTING
- G01R—MEASURING ELECTRIC VARIABLES; MEASURING MAGNETIC VARIABLES
- G01R19/00—Arrangements for measuring currents or voltages or for indicating presence or sign thereof
- G01R19/165—Indicating that current or voltage is either above or below a predetermined value or within or outside a predetermined range of values
- G01R19/16566—Circuits and arrangements for comparing voltage or current with one or several thresholds and for indicating the result not covered by subgroups G01R19/16504, G01R19/16528, G01R19/16533
- G01R19/16571—Circuits and arrangements for comparing voltage or current with one or several thresholds and for indicating the result not covered by subgroups G01R19/16504, G01R19/16528, G01R19/16533 comparing AC or DC current with one threshold, e.g. load current, over-current, surge current or fault current
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- G—PHYSICS
- G08—SIGNALLING
- G08B—SIGNALLING OR CALLING SYSTEMS; ORDER TELEGRAPHS; ALARM SYSTEMS
- G08B21/00—Alarms responsive to a single specified undesired or abnormal condition and not otherwise provided for
- G08B21/18—Status alarms
- G08B21/185—Electrical failure alarms
-
- G—PHYSICS
- G08—SIGNALLING
- G08B—SIGNALLING OR CALLING SYSTEMS; ORDER TELEGRAPHS; ALARM SYSTEMS
- G08B5/00—Visible signalling systems, e.g. personal calling systems, remote indication of seats occupied
- G08B5/22—Visible signalling systems, e.g. personal calling systems, remote indication of seats occupied using electric transmission; using electromagnetic transmission
-
- H—ELECTRICITY
- H01—ELECTRIC ELEMENTS
- H01L—SEMICONDUCTOR DEVICES NOT COVERED BY CLASS H10
- H01L31/00—Semiconductor devices sensitive to infrared radiation, light, electromagnetic radiation of shorter wavelength or corpuscular radiation and specially adapted either for the conversion of the energy of such radiation into electrical energy or for the control of electrical energy by such radiation; Processes or apparatus specially adapted for the manufacture or treatment thereof or of parts thereof; Details thereof
- H01L31/04—Semiconductor devices sensitive to infrared radiation, light, electromagnetic radiation of shorter wavelength or corpuscular radiation and specially adapted either for the conversion of the energy of such radiation into electrical energy or for the control of electrical energy by such radiation; Processes or apparatus specially adapted for the manufacture or treatment thereof or of parts thereof; Details thereof adapted as photovoltaic [PV] conversion devices
- H01L31/042—PV modules or arrays of single PV cells
-
- H—ELECTRICITY
- H02—GENERATION; CONVERSION OR DISTRIBUTION OF ELECTRIC POWER
- H02S—GENERATION OF ELECTRIC POWER BY CONVERSION OF INFRARED RADIATION, VISIBLE LIGHT OR ULTRAVIOLET LIGHT, e.g. USING PHOTOVOLTAIC [PV] MODULES
- H02S40/00—Components or accessories in combination with PV modules, not provided for in groups H02S10/00 - H02S30/00
- H02S40/30—Electrical components
-
- H—ELECTRICITY
- H02—GENERATION; CONVERSION OR DISTRIBUTION OF ELECTRIC POWER
- H02S—GENERATION OF ELECTRIC POWER BY CONVERSION OF INFRARED RADIATION, VISIBLE LIGHT OR ULTRAVIOLET LIGHT, e.g. USING PHOTOVOLTAIC [PV] MODULES
- H02S50/00—Monitoring or testing of PV systems, e.g. load balancing or fault identification
- H02S50/10—Testing of PV devices, e.g. of PV modules or single PV cells
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- Y—GENERAL TAGGING OF NEW TECHNOLOGICAL DEVELOPMENTS; GENERAL TAGGING OF CROSS-SECTIONAL TECHNOLOGIES SPANNING OVER SEVERAL SECTIONS OF THE IPC; TECHNICAL SUBJECTS COVERED BY FORMER USPC CROSS-REFERENCE ART COLLECTIONS [XRACs] AND DIGESTS
- Y02—TECHNOLOGIES OR APPLICATIONS FOR MITIGATION OR ADAPTATION AGAINST CLIMATE CHANGE
- Y02E—REDUCTION OF GREENHOUSE GAS [GHG] EMISSIONS, RELATED TO ENERGY GENERATION, TRANSMISSION OR DISTRIBUTION
- Y02E10/00—Energy generation through renewable energy sources
- Y02E10/50—Photovoltaic [PV] energy
-
- Y—GENERAL TAGGING OF NEW TECHNOLOGICAL DEVELOPMENTS; GENERAL TAGGING OF CROSS-SECTIONAL TECHNOLOGIES SPANNING OVER SEVERAL SECTIONS OF THE IPC; TECHNICAL SUBJECTS COVERED BY FORMER USPC CROSS-REFERENCE ART COLLECTIONS [XRACs] AND DIGESTS
- Y02—TECHNOLOGIES OR APPLICATIONS FOR MITIGATION OR ADAPTATION AGAINST CLIMATE CHANGE
- Y02E—REDUCTION OF GREENHOUSE GAS [GHG] EMISSIONS, RELATED TO ENERGY GENERATION, TRANSMISSION OR DISTRIBUTION
- Y02E10/00—Energy generation through renewable energy sources
- Y02E10/50—Photovoltaic [PV] energy
- Y02E10/56—Power conversion systems, e.g. maximum power point trackers
Abstract
A fault monitoring apparatus for a solar cell and an operation method thereof are disclosed. The present invention determines whether or not each solar cell is faulty based on the output current value of a plurality of solar cells constituting the solar cell module, and outputs a result of the determination through a display, , It is possible to provide a failure monitoring apparatus and a method of operating the same for a solar cell capable of enabling an administrator to quickly perform replacement and repair.
Description
The present invention relates to an apparatus and method for monitoring the failure of each solar cell based on an output current value of a plurality of solar cells constituting the solar cell module.
In recent years, as the interest in environmentally friendly energy, not fossil fuel based energy, has increased as a result of fine dust or global warming, the introduction of solar power generation facilities is increasing.
In large enterprises, schools, factories, etc. are building power generation systems for photovoltaic power generation to meet electric power demand. Smaller power generation systems are being built in the home by constructing photovoltaic power generation systems.
As the interest in solar power increases, the importance of monitoring the PV system is increasing.
The photovoltaic power generation system is operated in such a manner that a solar cell module composed of a plurality of solar cells is provided outside and then power generation is performed based on sunlight incident on the solar cell.
Since the performance of the solar cells is important for the PV system, it is necessary to introduce a technology to monitor whether or not the failure occurs in the solar cells.
However, in the conventional solar power generation monitoring system, there is no technology for monitoring the state of each of a plurality of solar cells constituting the solar cell module, so that even if an abnormality occurs in a specific solar cell, There is a problem that the efficiency of solar power generation is lowered because maintenance or replacement can not be performed.
Therefore, it is necessary to study a monitoring technique that can monitor the state of each of a plurality of solar cells constituting the solar cell module.
The present invention determines whether or not each solar cell is faulty based on the output current value of a plurality of solar cells constituting the solar cell module, and outputs a result of the determination through a display, The present invention provides a fault monitoring apparatus and a method of operating the same for a solar cell capable of enabling an administrator to quickly perform replacement and repair.
The fault monitoring apparatus for a solar cell according to an exemplary embodiment of the present invention includes a sensing device for sensing an output current value of each of a plurality of solar cells constituting a solar cell module installed in a solar power generation system, A plurality of photovoltaic cells connected to the plurality of photovoltaic cells, the photovoltaic cells including a plurality of photovoltaic cells, each photovoltaic cell including a plurality of photovoltaic cells, A candidate selection unit for selecting a solar cell which is identified as a failure candidate among the solar cells as a failure candidate; and a selection unit for selecting, as a failure candidate, the first solar cell of the plurality of solar cells, Of the plurality of solar cells, the output current value of the remaining solar cells If it is confirmed that the first solar battery cell is out of the reference range value determined to determine whether the solar cell is faulty from the average value of the output current values of the first solar cell, And an output unit for outputting a failure guiding message indicating that the first solar cell is faulty, if the first solar cell is determined to be faulty, through a display.
A method of operating a fault monitoring apparatus for a solar cell according to an embodiment of the present invention includes sensing a current value of each of a plurality of solar cells constituting a solar cell module installed in the solar power generation system, The method comprising: receiving an output current value of each of the plurality of solar cells from an apparatus; comparing the output current value of each of the plurality of solar cells with a data comparison based on an output current value of each of the plurality of solar cells Selecting a photovoltaic cell identified as a failure candidate among the plurality of photovoltaic cells through a plurality of photovoltaic cells as a failure candidates, if the first photovoltaic cell of the plurality of photovoltaic cells is selected as the failure candidate, Wherein the output current value of the solar cell is the remaining solar cells, and the remaining solar cells are connected to the plurality of solar cells If it is confirmed that the photovoltaic cell deviates from the reference range value determined to determine whether the photovoltaic cell is faulty from the average value of the output current values of the photovoltaic cells excluding the first photovoltaic cell, And outputting a failure guiding message indicating that the first solar cell is broken through a display when the first solar cell is judged to have a failure.
The present invention determines whether or not each solar cell is faulty based on the output current value of a plurality of solar cells constituting the solar cell module, and outputs a result of the determination through a display, , It is possible to provide a failure monitoring apparatus and a method of operating the same for a solar cell capable of enabling an administrator to quickly perform replacement and repair.
1 is a diagram illustrating a structure of a fault monitoring apparatus for a solar cell according to an embodiment of the present invention.
2 is a flowchart illustrating an operation method of a failure monitoring apparatus for a solar cell according to an exemplary embodiment of the present invention.
Hereinafter, embodiments according to the present invention will be described in detail with reference to the accompanying drawings. It is to be understood that the description is not intended to limit the invention to the specific embodiments, but includes all modifications, equivalents, and alternatives falling within the spirit and scope of the invention. Like reference numerals in the drawings are used for similar elements and, unless otherwise defined, all terms used in the specification, including technical and scientific terms, are to be construed in a manner that is familiar to those skilled in the art. It has the same meaning as commonly understood by those who have it.
1 is a diagram illustrating a structure of a fault monitoring apparatus for a solar cell according to an embodiment of the present invention.
Referring to FIG. 1, a
First, in order to operate the
At this time, the
When the output current value of each of the plurality of solar cells is received, the
The
When the output current value of each of the plurality of solar cells is received, the
For example, the plurality of solar cells may be referred to as a 'solar cell 1', a 'solar cell 2', and a 'solar cell 3', an output current value of 'solar cell 1' And the output current value of the cell 2 'is' b', and the output current value of the solar cell 3 'is' c', the
According to an embodiment of the present invention, in order to determine the arrangement order of the components included in the vector generated for each of the plurality of solar cells, Wherein when an output current value is received, an order number for distinguishing each output current value is assigned to an output current value of each of the plurality of solar cells, and for each of the plurality of solar cells, The method comprising: generating a vector including an output current value of a solar cell as a component, wherein an arrangement order of output current values included as components in each vector corresponds to an output current value corresponding to a next sequential number assigned to an output current value of the solar cell Can be configured according to the order assigned to each output current value starting from the output current value.
In this regard, the operation of the
Then, the
The vector generating
Here, since the next sequence number of the '3 sequence number', which is the sequence number assigned to the output current value 'c', no longer exists, the
The vector generating
According to the above procedure, the generated vectors for 'solar cell 1', 'solar cell 2', and 'solar cell 3' can be summarized as shown in Table 1 below.
When a vector is generated for each of the plurality of solar cells, the
Here, the Euclidean distance means a distance between two vectors and can be calculated according to the following equation (1).
Where D is the Euclidean distance, and p i and q i are the i-th components included in the two vectors. In general, the smaller the Euclidean distance between two vectors, the more similar the two vectors are. As the Euclidean distance between two vectors increases, the two vectors become non-similar.
The operation of the
(C, a) 'for the solar cell 2' and the vector '(b, c) for the solar cell 1' with respect to the 'solar cell 2'"Euclidean distance between the" D 21 "operation to, and 'vector for" the solar cells 2 (c, a)' and 'vector for "the solar cells 3, the Euclidean distance between the" (a, b) D 23 'and then calculate the average value of' D 21 'and' D 23 '.
(A, b) 'for the solar cell 3' and the vector '(b, c) for the solar cell 1' with respect to the 'solar cell 3' And calculates the Euclidean distance D 31 between the vector 'a', b 'for the solar cell 3' and the vector 'c' for the solar cell 2 ' 32 'and then calculate the average value of' D 31 'and' D 32 '.
When the average value of the Euclidean distances for each of the plurality of solar cells is calculated, the
The operation of the
The Euclidean distance means the distance between the two vectors. The mean value of the Euclidean distance to the solar cell 1 is the minimum. The Euclidean distance between (b, c) and (c, a) (c, a) 'and' (c, a) 'between Euclidean distance between' (c, a) Euclidean distances between '(a, b)' and '(c, a)' between the Euclidean distance between 'a, b' The output current value of 'a' among the output current values 'a', 'b' and 'c' is significantly different from that of 'b' and 'c' The output current value of 'a' has a value significantly different from that of 'b' and 'c' in that it is a result that can only be obtained when there is a difference in the output current.
The fact that the output current value 'a' is significantly different from the other output current values indicates that the 'solar cell 1' is relatively abnormal compared with the 'solar cell 2' and the 'solar cell 3' The
In this manner, if the first solar cell among the plurality of solar cells is selected as the failure candidate through the
According to an embodiment of the present invention, the
The weight
In this connection, information may be recorded in the weight table as shown in Table 2 below.
When the first solar cell among the plurality of solar cells is selected as the failure candidate, the reference
For example, when the selected basic range value is '-5A to + 5A' and the current illuminance value received from the
Here, the
If it is determined that the output current value of the first solar battery cell deviates from the reference range value from the average value of the output current values of the remaining solar battery cells when the reference range value is determined, The first solar battery cell is judged as a failure.
For example, when the output current value of the first solar cell is '15A', the average value of the output current values of the remaining solar cells is '25A', and the reference range value is -5.5A to + 5.5A The
The
According to an embodiment of the present invention, the
The failure severity
In this regard, in the failure severity table, information may be recorded as shown in Table 3 below.
The
For example, when the absolute value is calculated as '12A', the failure
When the extraction of the information on the first failure severity is completed, the
According to an embodiment of the present invention, the failure
The
For example, if the past predetermined period is referred to as 'past three months', information may be stored in the
The
The
For example, the first solar cell determined as a failure is referred to as a "solar cell 1", the selected reference number is "3 times", the selected additional weight is "1.3", the absolute value is "12A" The
Thereafter, the
That is, in the case where the solar cell determined to have a failure already has a failure history several times in the past, the failure
2 is a flowchart illustrating an operation method of a failure monitoring apparatus for a solar cell according to an exemplary embodiment of the present invention.
In step S210, an output current value of each of the plurality of solar cells is received from a sensing device sensing the output current value of each of the plurality of solar cells constituting the solar cell module installed in the solar power generation system.
In step S220, when the output current value of each of the plurality of solar cells is received, data comparison based on the output current value of each of the plurality of solar cells identifies a possibility Is selected as a failure candidate.
In step S230, if the first solar cell of the plurality of solar cells is selected as the failure candidate, the output current value of the first solar cell is the sum of the output current values of the remaining solar cells If it is confirmed that the photovoltaic cell is out of the reference range value determined for determining the failure of the solar cell from the average value of the output current values of the photovoltaic cells, The battery cell is judged as a failure.
In step S240, if it is determined that the first solar battery cell has failed, a failure information message indicating that the first solar battery cell is failed is displayed through a display.
At this time, according to an embodiment of the present invention, when the output current value of each of the plurality of solar cells is received in step S220, for each of the plurality of solar cells, Generating a vector for each of the plurality of solar cells, generating, for each of the plurality of solar cells, a vector including the output current value of the cells as a component, Calculating the average value of the calculated Euclidean distances after calculating the Euclidean distances between the vectors of the cells and calculating an average value of Euclidean distances for each of the plurality of solar cells, And selecting a solar cell cell having a minimum average value of the solar cell cells corresponding to the failure candidates.
According to an embodiment of the present invention, in step S230, a weight table in which different weights are recorded corresponding to a plurality of predetermined ranges of different illumination intensity values is stored and maintained, Wherein when the first solar cell of the cells is selected as the failure candidate, the current illumination value is received from the illumination intensity sensing device for sensing the current illumination intensity of the region where the solar battery is installed, Determining a reference range value for determining whether the solar cell is faulty by multiplying the first weighted value by the first weighted value by extracting the recorded first weighted value corresponding to the range of the illuminance value to which the current illumination value belongs, And the output current value of the first solar battery cell is larger than the output current value of the first solar battery cell, If from the mean value of the output current values of positive cells are found to be outside the reference range values, it may comprise determining the first solar cell to malfunction.
According to an embodiment of the present invention, an operation method of the fault monitoring apparatus for the solar cell is characterized in that information on different levels of failure severity is recorded in correspondence with a plurality of selected current value ranges Storing a failure severity table and storing the failure severity table; and determining, when the first solar battery cell is failed, an absolute value of a difference between an average value of output current values of the remaining solar battery cells and an output current value of the first solar battery cell And extracting information on a first failure severity recorded in the failure severity table in correspondence with a current value range to which the absolute value belongs.
At this time, in step S240, information on the first failure severity may be output through the display together with the failure notification message indicating that the first solar cell is faulty.
According to an embodiment of the present invention, the step of extracting information on the first failure severity may include storing information on the number of times of occurrence of failures in the past predetermined period for each of the plurality of solar cells Calculating an absolute value of a difference between an average value of output current values of the remaining solar cells and an output current value of the first solar cell when the first solar cell is determined to be in failure; , Checking whether or not the number of times of occurrence of failures stored in the first solar cell on the failure history database exceeds a predetermined reference number and storing the number of failures stored in the failure history database on the first solar cell If it is confirmed that the number of occurrences of the fault exceeds the predetermined reference number, And adjusting the magnitude of the absolute value by multiplying the magnitude of the absolute value by a predetermined additional weight, and extracting information on the recorded first failure severity corresponding to the range of the current value to which the absolute value belongs in the failure severity table .
The operation of the fault monitoring apparatus for the solar cell according to the embodiment of the present invention has been described with reference to FIG. Here, the operation method of the fault monitoring apparatus for the solar cell according to the embodiment of the present invention can correspond to the operation of the
The method of operating the fault monitoring device for a solar cell according to an embodiment of the present invention may be implemented by a computer program stored in a storage medium for execution through a combination with a computer.
In addition, the method of operating the fault monitoring apparatus for a solar cell according to an exemplary embodiment of the present invention may be implemented in the form of a program command that can be executed through various computer means and recorded in a computer readable medium. The computer-readable medium may include program instructions, data files, data structures, and the like, alone or in combination. The program instructions recorded on the medium may be those specially designed and constructed for the present invention or may be available to those skilled in the art of computer software. Examples of computer-readable media include magnetic media such as hard disks, floppy disks and magnetic tape; optical media such as CD-ROMs and DVDs; magnetic media such as floppy disks; Magneto-optical media, and hardware devices specifically configured to store and execute program instructions such as ROM, RAM, flash memory, and the like. Examples of program instructions include machine language code such as those produced by a compiler, as well as high-level language code that can be executed by a computer using an interpreter or the like.
As described above, the present invention has been described with reference to particular embodiments, such as specific elements, and specific embodiments and drawings. However, it should be understood that the present invention is not limited to the above- And various modifications and changes may be made thereto by those skilled in the art to which the present invention pertains.
Accordingly, the spirit of the present invention should not be construed as being limited to the embodiments described, and all of the equivalents or equivalents of the claims, as well as the following claims, belong to the scope of the present invention .
110: Fault monitoring device for solar cell
111: Receiver 112: Candidate selector
113: failure determination unit 114: output unit
115: vector generation unit 116:
117: selection unit 118: weight table holding unit
119: Reference range determination unit 120:
121: Failure severity table holding unit 122: Failure severity extracting unit
123: failure history database 124: absolute value operation unit
125: adjusting unit 126:
131: sensing device
132: Roughness sensing device
Claims (12)
A plurality of photovoltaic cells connected to the plurality of photovoltaic cells, and a plurality of photovoltaic cells connected to the photovoltaic cells, A candidate selecting unit for selecting a cell as a failure candidate;
Wherein when the first solar cell of the plurality of solar cells is selected as the failure candidate, the output current value of the first solar cell is the remaining solar cells, If it is confirmed that the first solar battery cell is out of the reference range value determined to determine whether the solar cell is faulty from the average value of the output current values of the first solar cell, A fault judging unit for judging; And
And outputting a failure guidance message indicating that the first solar cell is faulty, through a display, when the first solar cell is determined to be faulty,
Lt; / RTI >
The candidate selector
A vector generating unit for generating a vector including an output current value of each of the plurality of solar cells other than the corresponding solar cell as a component when the output current value of each of the plurality of solar cells is received; part;
Wherein when a vector is generated for each of the plurality of solar cells, a Euclidean distance between a vector of the solar cell and a vector of other solar cells is calculated for each of the plurality of solar cells, A distance average operation unit for calculating an average value; And
A selection unit for selecting a solar cell cell having the smallest average value of the Euclidean distances among the plurality of solar cells as a solar cell corresponding to the failure candidate when the average value of the Euclidean distances for each of the plurality of solar cells is calculated,
And a fault monitoring device for monitoring the fault of the solar cell.
The malfunction determination unit
A weight table holding unit for storing and holding a weight table in which different weights are recorded corresponding to a plurality of predetermined ranges of illumination intensity values;
When the first solar cell among the plurality of solar cells is selected as the failure candidate, receives the current illuminance value from the illuminance sensing device that performs sensing of the current illuminance of the region where the solar power generation system is installed For extracting a recorded first weight corresponding to a range of illumination values to which the current illumination value belongs, and for multiplying the selected basic range value by the first weight to determine whether the solar cell is faulty, A reference range determination unit for determining a reference range value; And
If it is determined that the output current value of the first solar battery cell deviates from the reference range value from the average value of the output current values of the remaining solar battery cells when the reference range value is determined, A judgment unit
And a fault monitoring device for monitoring the fault of the solar cell.
A failure severity table retaining unit for storing and maintaining a failure severity table in which information on failure severities of different grades is recorded corresponding to a plurality of selected current value ranges; And
Calculating an absolute value of a difference between an average value of output current values of the remaining solar cells and an output current value of the first solar cell when the first solar cell is determined to be in failure, A failure severity extracting unit for extracting information on a recorded first failure severity corresponding to a current value range to which an absolute value belongs,
Further comprising:
The output
And outputs information on the first failure severity through the display together with the failure notification message indicating that the first solar cell is faulty.
The failure severity extracting unit
A failure history database in which information on the number of failures occurring in the past predetermined period for each of the plurality of solar cells is stored;
An absolute value operation unit for calculating an absolute value of a difference between an average value of output current values of the remaining solar cells and an output current value of the first solar cell when the first solar cell is determined to be in failure;
Wherein the failure history database is configured to check whether or not the number of failures stored in the first solar battery cell exceeds a predetermined reference number on the failure history database, An adjusting unit for adjusting the magnitude of the absolute value by multiplying the absolute value by a predetermined additional weight when it is determined that the number of times exceeds the predetermined reference number; And
An extraction unit for extracting information on the first failure severity recorded in the failure severity table in correspondence with a current value range to which the absolute value belongs;
And a fault monitoring device for monitoring the fault of the solar cell.
A plurality of photovoltaic cells connected to the plurality of photovoltaic cells, and a plurality of photovoltaic cells connected to the photovoltaic cells, Selecting a cell as a failure candidate;
Wherein when the first solar cell of the plurality of solar cells is selected as the failure candidate, the output current value of the first solar cell is the remaining solar cells, If it is confirmed that the first solar battery cell is out of the reference range value determined to determine whether the solar cell is faulty from the average value of the output current values of the first solar cell, ; And
And outputting a failure guiding message indicating that the first solar cell is faulty if the first solar cell is judged to be faulty through a display
Lt; / RTI >
The step of selecting as the failure candidate
Generating a vector including an output current value of each of the plurality of solar cells other than the corresponding solar cell as an element when an output current value of each of the plurality of solar cells is received;
Wherein when a vector is generated for each of the plurality of solar cells, a Euclidean distance between a vector of the solar cell and a vector of other solar cells is calculated for each of the plurality of solar cells, Calculating an average value; And
Selecting a solar cell cell having a minimum average Euclidean distance among the plurality of solar cells as a solar cell corresponding to the failure candidate when an average value of Euclidean distances for each of the plurality of solar cells is calculated,
The method comprising the steps of:
The determining step
Storing and maintaining a weight table in which different weights are recorded corresponding to a plurality of predetermined ranges of illumination intensity values;
When the first solar cell among the plurality of solar cells is selected as the failure candidate, receives the current illuminance value from the illuminance sensing device that performs sensing of the current illuminance of the region where the solar power generation system is installed For extracting a recorded first weight corresponding to a range of illumination values to which the current illumination value belongs, and for multiplying the selected basic range value by the first weight to determine whether the solar cell is faulty, Determining a reference range value; And
If it is determined that the output current value of the first solar battery cell deviates from the reference range value from the average value of the output current values of the remaining solar battery cells when the reference range value is determined, Step to judge as failure
The method comprising the steps of:
Storing and maintaining a failure severity table in which information on failure severities of different classes is recorded corresponding to a plurality of selected current value ranges; And
Calculating an absolute value of a difference between an average value of output current values of the remaining solar cells and an output current value of the first solar cell when the first solar cell is determined to be in failure, Extracting information on the recorded first failure severity corresponding to the current value range to which the absolute value belongs
Further comprising:
The outputting step
And outputting the information on the first failure severity along with the failure notification message indicating that the first solar cell is broken through the display.
The step of extracting information on the first failure severity
Maintaining a failure history database in which information on the number of times of occurrence of failures in the past predetermined period for each of the plurality of solar cells is stored;
Calculating an absolute value of a difference between an average value of output current values of the remaining solar cells and an output current value of the first solar cell when the first solar cell is determined to be faulty;
Wherein the failure history database is configured to check whether or not the number of failures stored in the first solar battery cell exceeds a predetermined reference number on the failure history database, Adjusting the magnitude of the absolute value by multiplying the absolute value by a weighted addition weight if it is determined that the number of times exceeds the predetermined reference number; And
Extracting information on the first failure severity recorded in correspondence with the current value range to which the absolute value belongs on the failure severity table;
The method comprising the steps of:
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Cited By (3)
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KR101978745B1 (en) * | 2018-09-05 | 2019-05-15 | 정희섭 | Fire extinguishing control device using a sprinkler in a rack for extinguishing a fire generated in a warehouse rack having a plurality of stacking spaces and operating method thereof |
KR20220029230A (en) * | 2020-09-01 | 2022-03-08 | 주식회사 에스티 | Monitoring server to remotely monitor the battery pack loaded on an agricultural electrical vehicle and the operating method tehreof |
CN115963408A (en) * | 2022-12-19 | 2023-04-14 | 北京双登慧峰聚能科技有限公司 | Fault early warning system and method for single battery of energy storage power station |
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KR101376910B1 (en) * | 2013-03-28 | 2014-03-26 | 울산과학대학교 산학협력단 | Method for detecting trouble of solar cell module and apparatus thereof |
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KR101066064B1 (en) * | 2010-11-22 | 2011-09-20 | (주)대은 | Motorning apparatus for solar cell module and method thereof |
KR101376910B1 (en) * | 2013-03-28 | 2014-03-26 | 울산과학대학교 산학협력단 | Method for detecting trouble of solar cell module and apparatus thereof |
Cited By (5)
Publication number | Priority date | Publication date | Assignee | Title |
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KR101978745B1 (en) * | 2018-09-05 | 2019-05-15 | 정희섭 | Fire extinguishing control device using a sprinkler in a rack for extinguishing a fire generated in a warehouse rack having a plurality of stacking spaces and operating method thereof |
KR20220029230A (en) * | 2020-09-01 | 2022-03-08 | 주식회사 에스티 | Monitoring server to remotely monitor the battery pack loaded on an agricultural electrical vehicle and the operating method tehreof |
KR102501421B1 (en) | 2020-09-01 | 2023-02-21 | 주식회사 에스티 | Monitoring server to remotely monitor the battery pack loaded on an agricultural electrical vehicle and the operating method tehreof |
CN115963408A (en) * | 2022-12-19 | 2023-04-14 | 北京双登慧峰聚能科技有限公司 | Fault early warning system and method for single battery of energy storage power station |
CN115963408B (en) * | 2022-12-19 | 2024-04-16 | 北京双登慧峰聚能科技有限公司 | Energy storage power station single battery fault early warning system and method |
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