CN112733957A - Transformer substation protection pressing plate state checking method, device, equipment and storage medium - Google Patents
Transformer substation protection pressing plate state checking method, device, equipment and storage medium Download PDFInfo
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- H—ELECTRICITY
- H02—GENERATION; CONVERSION OR DISTRIBUTION OF ELECTRIC POWER
- H02B—BOARDS, SUBSTATIONS OR SWITCHING ARRANGEMENTS FOR THE SUPPLY OR DISTRIBUTION OF ELECTRIC POWER
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Abstract
The invention discloses a method, a device, equipment and a storage medium for checking the state of a transformer substation protection pressing plate. A transformer substation protection pressing plate state checking method comprises the following steps: acquiring initial image data of a transformer substation protection pressing plate; carrying out image enhancement processing and image morphology processing on the initial image data to obtain target image data; classifying the target image data by using a classifier to obtain state information of the transformer substation protection pressing plate, wherein the state information comprises a label and a switch state of the transformer substation protection pressing plate; and when the state information is different from the preset state threshold value of the transformer substation protection pressing plate, sending an abnormal signal. The on-off state of the transformer substation protection pressing plate is identified through the classifier and compared with a preset state threshold value, whether the transformer substation protection pressing plate is in the required on-off state or not can be effectively judged, the checking workload of the on-off state of the transformer substation protection pressing plate, which is participated by operating personnel, is reduced, and the operation safety of a power grid is improved.
Description
Technical Field
The embodiment of the invention relates to a transformer substation management technology, in particular to a method, a device, equipment and a storage medium for checking the state of a transformer substation protection pressing plate.
Background
A large number of relay protection devices are operated in a transformer substation, and the relay protection devices can detect abnormal conditions occurring in a power system, isolate fault points or send alarm signals in time when a fault occurs, can effectively prevent the fault range from being enlarged, and play an important role in guaranteeing safe and stable operation of a power grid.
In order to facilitate the operator to judge and control the operation state of the relay protection device, a "function pressing plate" for implementing the protection function and an "outlet pressing plate" for determining the protection action result are usually designed on the trip circuit. In actual operation, the pressing plate is manually operated to be thrown or retreated, so that the potential safety hazard that the protection cannot correctly act due to manual mistaken throwing or retreating inevitably exists. Therefore, in order to ensure the correctness of the operation and the retreat of the pressing plate, an operator can patrol the pressing plate according to a setting fixed value list every month.
According to the method, due to the fact that the number of the protection pressing plates in the transformer substation is large, workload is large, a large number of people are required to be invested for checking, and due to the fact that human negligence exists easily, omission or misjudgment is caused, the abnormal state of the protection pressing plates cannot be found out in time, and potential safety hazards are left for operation of a power grid.
Disclosure of Invention
The invention provides a method, a device, equipment and a storage medium for checking the state of a transformer substation protection pressing plate, which are used for realizing efficient recognition of the switching state of the transformer substation protection pressing plate and improving the safety of a power grid.
In a first aspect, an embodiment of the present invention provides a method for checking a state of a protection pressing plate of a substation, including:
acquiring initial image data of a transformer substation protection pressing plate;
carrying out image enhancement processing and image morphology processing on the initial image data to obtain target image data;
classifying the target image data by using a classifier to obtain state information of the transformer substation protection pressing plate, wherein the state information comprises a label and a switch state of the transformer substation protection pressing plate;
and when the state information is different from a preset state threshold value of the transformer substation protection pressing plate, sending an abnormal signal.
Optionally, the acquiring initial image data of the transformer substation protection pressing plate includes:
continuously acquiring image information of a plurality of transformer substation protection pressing plates;
and sequencing the image information according to the acquisition sequence to obtain initial image data.
Optionally, the image enhancement processing is to perform graying processing on the initial image data.
Optionally, the image morphology processing is binarization and erosion processing of the initial image data.
Optionally, the etching treatment includes:
scanning each pixel in the initial image data with a structural element, causing the structural element to perform a logical AND operation with the value of the pixel it overlays;
and if the results obtained after the logical AND operation are all 1, the pixel value of the pixel in the initial image data after the corrosion treatment is 1, and if not, the pixel value is 0.
Optionally, the classifying the target image data by using a classifier to obtain state information of the transformer substation protection pressing plate, where the state information includes a tag and a switch state of the transformer substation protection pressing plate, and includes:
inputting the target image data into a pre-trained classifier to obtain the label and the switch state of the transformer substation protection pressing plate;
and forming a target matrix by the label and the switch state to serve as the state information of the transformer substation protection pressing plate.
Optionally, when the state information is different from a preset state threshold of the substation protection pressing plate, an abnormal signal is sent, including:
acquiring a state threshold corresponding to the transformer substation protection pressing plate;
comparing the status information to the status threshold;
and if the state information is different from the state threshold value, sending an abnormal signal.
In a second aspect, an embodiment of the present invention further provides a device for checking a state of a transformer substation protection pressing plate, where the device includes:
the acquisition module is used for acquiring initial image data of the transformer substation protection pressing plate;
the processing module is used for carrying out image enhancement processing and image morphology processing on the initial image data to obtain target image data;
the classification module is used for classifying the target image data by using a classifier to obtain state information of the transformer substation protection pressing plate, wherein the state information comprises a label and a switch state of the transformer substation protection pressing plate;
and the judging module is used for sending an abnormal signal when the state information is different from a preset state threshold value of the transformer substation protection pressing plate.
In a third aspect, an embodiment of the present invention further provides a device for checking a state of a protection pressing plate of a substation, where the device includes:
one or more processors;
a storage device for storing one or more programs,
when executed by the one or more processors, cause the one or more processors to implement a substation protection pressure plate status checking method according to the first aspect.
In a third aspect, embodiments of the present invention further provide a storage medium containing computer-executable instructions, which when executed by a computer processor, are configured to perform the substation protection pressure plate status checking method according to the first aspect.
According to the invention, the initial image data of the transformer substation protection pressing plate is acquired, and then the image enhancement processing and the image morphological processing are carried out on the initial image data, so that the identification degree of the transformer substation protection pressing plate and the background in the initial image data of the transformer substation protection pressing plate can be effectively reduced, the interference when a subsequent classifier is classified is reduced, the classification accuracy of the classifier on the initial image data of the transformer substation protection pressing plate is improved, the calculated amount of the classifier is reduced, the switching state of the transformer substation protection pressing plate classified by the classifier is compared with the preset state threshold value, whether the transformer substation protection pressing plate is in the required switching state or not can be effectively judged, the checking workload of the switching state of the transformer substation protection pressing plate participated by operators is reduced, the omission or the occurrence of misjudgment caused by people is reduced, and the operation safety of a power grid is improved.
Drawings
Fig. 1 is a flowchart of a method for checking a state of a protection pressing plate of a transformer substation according to an embodiment of the present invention;
fig. 2 is a flowchart of a method for checking a state of a protection pressing plate of a transformer substation according to a second embodiment of the present invention;
fig. 3 is a structural diagram of a substation protection pressing plate state checking device according to a third embodiment of the present invention;
fig. 4 is a schematic structural diagram of a substation protection pressing plate state checking device according to a fourth embodiment of the present invention.
Detailed Description
The present invention will be described in further detail with reference to the accompanying drawings and examples. It is to be understood that the specific embodiments described herein are merely illustrative of the invention and are not limiting of the invention. It should be further noted that, for the convenience of description, only some of the structures related to the present invention are shown in the drawings, not all of the structures.
Example one
Fig. 1 is a flowchart of a method for checking a state of a protection pressing plate of a substation according to an embodiment of the present invention, where this embodiment is applicable to a situation in which a trip state of the protection pressing plate is checked in the substation, and the method may be executed by a device for checking a state of the protection pressing plate of the substation, and specifically includes the following steps:
and 110, acquiring initial image data of the transformer substation protection pressing plate.
In an electric power system, a protection pressure plate is also called a protection connecting sheet or a trip pressure plate, is a bridge and a link of a protection device which are connected with external wiring, and is related to the function of protection and whether an action outlet can normally play a role. The state of the protective pressing plate mainly comprises a throwing state and a withdrawing state, namely the protective pressing plate is in the throwing state and the withdrawing state, which shows that the protective pressing plate is in different positions.
In a specific implementation, the acquisition mode of the initial image data of the substation protection pressing plate can be various. For example, the transformer substation protection pressing plate can be shot and obtained through an operator through portable equipment, so that initial image data containing the transformer substation protection pressing plate is obtained. Or, an image acquisition device is arranged at a fixed point corresponding to the transformer substation protection pressing plate, and the transformer substation protection pressing plate is shot at fixed time to acquire image data containing the transformer substation protection pressing plate as initial image data. In addition, other types of acquisition modes for acquiring the initial image data of the substation protection pressure plate in the embodiment of the present invention may also be adopted, which are not listed in detail herein.
In addition, the initial image data in the embodiment of the present invention is not limited to the case of only including a single substation protection pressing plate, but also includes the case of simultaneously including a plurality of substation protection pressing plates, that is, the initial image data in the embodiment of the present invention may be image data of a single substation protection pressing plate, or image data of a plurality of substation protection pressing plates, and the number of the substation protection pressing plates is not limited in the present invention. When the image data of the plurality of transformer substation protection pressing plates are collected, the image data of the plurality of transformer substation protection pressing plates can be sequenced according to the rule of collection time and the like, so that the initial image data comprises the image data of the plurality of transformer substation protection pressing plates.
And step 120, performing image enhancement processing and image morphology processing on the initial image data to obtain target image data.
For the initial image data, the image information and the background image information of the transformer substation protection pressing plate are included, the difference between the transformer substation protection pressing plate and the background image can be enhanced by performing image enhancement processing and image morphology processing on the initial image data, and the transformer substation protection pressing plate can be better identified from the initial image data.
In the embodiment of the invention, the image enhancement processing on the initial image data is purposefully enhanced to the image data of the transformer substation protection pressing plate in the initial image data, so that the recognizable effect of the transformer substation protection pressing plate is enhanced. The image morphology processing of the initial image data is to further reduce the influence of the image data of the background part in the initial image data on the subsequent recognition process and reduce the interference elements in the recognition process on the basis of the image enhancement processing.
And step 130, classifying the target image data by using a classifier to obtain state information of the transformer substation protection pressing plate, wherein the state information comprises a label and a switch state of the transformer substation protection pressing plate.
By applying the embodiment of the invention, the target image data can be classified by utilizing the pre-trained classifier, so that the position state of the substation protection pressing plate corresponding to the target image data and the label of the substation protection pressing plate are determined. The position state and the work of the substation protection pressing plate are opposite to each other, namely the substation protection pressing plate is in different positions and has different switching states, for example, the substation protection pressing plate is in a switching state when the substation protection pressing plate is in a closed position, and the substation protection pressing plate is in a switching-out state when the substation protection pressing plate is in an open position. In addition, the label can be information marked on the transformer substation protection pressing plate such as the number and the model of the transformer substation protection pressing plate and is used for representing the information of the transformer substation protection pressing plate.
And 140, when the state information is different from a preset state threshold value of the transformer substation protection pressing plate, sending an abnormal signal.
After the switching state of the transformer substation protection pressing plate is determined by classification through the classifier, whether the switching state of the transformer substation protection pressing plate is consistent with a preset state threshold value of the transformer substation protection pressing plate can be judged according to comparison, and therefore whether the switching state of the transformer substation protection pressing plate meets the safe operation requirement of equipment is judged.
The technical scheme of the embodiment collects the initial image data of the transformer substation protection pressure plate, then carries out image enhancement processing and image morphology processing on the initial image data, can effectively reduce the identification degree of the transformer substation protection pressing plate and the background in the initial image data of the transformer substation protection pressing plate, reduce the interference when the subsequent classifier is classified, improve the classification accuracy of the classifier on the initial image data of the transformer substation protection pressing plate, reduce the calculated amount of the classifier, by comparing the on-off state of the substation protection pressing plate classified by the classifier with a preset state threshold value, whether the transformer substation protection pressing plate is in the required switching state or not can be effectively judged, the workload of checking the switching state of the transformer substation protection pressing plate by the participation of operating personnel is reduced, omission caused by people or misjudgment is reduced, and the operation safety of a power grid is improved.
Example two
Fig. 2 is a flowchart of a method for checking a state of a protection pressing plate of a substation according to a second embodiment of the present invention. The embodiment is a refinement based on the first embodiment, and describes in detail a process of processing initial image data of a substation protection pressure plate. The method specifically comprises the following steps:
step 201, continuously collecting image information of a plurality of transformer substation protection pressing plates.
Step 202, sequencing the image information according to the acquisition sequence to obtain initial image data.
In specific implementation, for initial image data of the substation protection pressing plate, it is not limited to acquiring image information of a single substation protection pressing plate as the initial image data required in the embodiment of the present invention, and image information of a plurality of substation protection pressing plates may be simultaneously acquired according to actual requirements to form a matrix as the initial image data.
Step 203, graying the initial image data.
In the embodiment of the invention, the gray processing is performed on the initial image data, and the gray processing is to convert the RGB color values of the pixel points in the initial image data into gray values through a specified calculation rule, and the gray values are used for representing the substation protection pressing plate. Wherein the specified calculation rule may be: 1. the component method comprises the steps of selecting one of RGB components as a gray value; 2. the maximum value method, which takes the maximum value of the three-component brightness in the color image as the gray value of the gray image; 3. the average value method is used for averaging the three-component brightness in the color image to obtain a gray value; 4. the weighted average method carries out weighted average on the three components according to different weights according to importance and other indexes.
And step 204, carrying out binarization and corrosion processing on the initial image data.
Image Binarization (Image Binarization) is a process of setting the gray value of a pixel point on initial Image data after gray processing to be 0 or 255, namely, enabling the whole Image to show an obvious black-and-white effect. The 256 brightness level gray scale image is selected by proper threshold value to obtain the binary image which can still reflect the whole and local features of the image.
The corrosion treatment is to reduce and refine the highlight area or white part in the binary image obtained after the binary treatment, and the operation result graph is smaller than the highlight area of the original image so as to reduce noise points and enable the processed image to have higher identification degree.
Wherein the etching process in step 204 comprises:
scanning each pixel in the initial image data by using the structural element, and enabling the structural element and the value of the pixel covered by the structural element to execute logic AND operation;
if all the results obtained after the logical and operation are 1, the pixel value of the pixel in the initial image data after the etching processing is 1, otherwise, the pixel value is 0.
And step 205, inputting the target image data into a pre-trained classifier to obtain the label and the switch state of the transformer substation protection pressing plate.
In the embodiment of the invention, the classifier is used for dividing the initial image data subjected to graying, binarization and corrosion treatment into the input state and the exit state according to the input and exit states of the protection pressing plate of the transformer substation, and then identifying the label content corresponding to the protection pressing plate of the transformer substation in the initial image data, so that the label content corresponding to the protection pressing plate of the transformer substation is obtained from the initial image data, and the identification of the protection pressing plate of the transformer substation is conveniently realized.
And step 206, forming a target matrix by the label and the switch state as the state information of the transformer substation protection pressing plate.
In the embodiment of the invention, after the classification by the classifier, the labels of the transformer substation protection pressure plate in the initial image data are associated with the on-off state of the transformer substation protection pressure plate, the rows of the target matrix are divided according to the number of the labels in the initial image data, and the labels and the corresponding state information are respectively filled in different columns of the corresponding rows, so that the target matrix in the embodiment of the invention is formed. And the switching state of the substation protection pressing plate is represented by 0 and 1, so that a value corresponding to the substation protection pressing plate in the target matrix is formed.
And step 207, acquiring a state threshold corresponding to the substation protection pressing plate.
In the specific implementation, the switching state of each substation protection pressing plate of the substation is specified, namely, the substation protection pressing plate is specified to be in a switching state or a switching-out state during normal operation. Before checking the switching state of the transformer substation protection pressing plate, a corresponding table of a label and a preset state, namely the state threshold value in the embodiment of the invention, is set according to the switching state requirement of the transformer substation protection pressing plate.
Step 208, comparing the state information with a state threshold value;
if the status information is different from the status threshold, go to step 209;
step 209, send out abnormal signal.
In the embodiment of the invention, the switching state of the substation protection pressing plate identified after classification by the classifier and the target matrix formed by the labels are compared with the preset state threshold value, whether the switching state of the substation protection pressing plate is normal or not can be determined, and the abnormal information is sent out after the switching state is judged to be abnormal, so that the switching state of the substation protection pressing plate corresponding to an operator is informed to be in the abnormal state, and the operator further checks the switching state, thereby effectively reducing the workload of the operator.
EXAMPLE III
Fig. 3 is a structural diagram of a substation protection pressing plate state checking device according to a third embodiment of the present invention. The device includes: an acquisition module 31, a processing module 32, a classification module 33 and a judgment module 34. Wherein:
the acquisition module 31 is used for acquiring initial image data of the transformer substation protection pressing plate;
a processing module 32, configured to perform image enhancement processing and image morphology processing on the initial image data to obtain target image data;
the classification module 33 is configured to classify the target image data by using a classifier to obtain state information of the transformer substation protection pressing plate, where the state information includes a label and a switch state of the transformer substation protection pressing plate;
and the judging module 34 is configured to send an abnormal signal when the state information is different from a preset state threshold of the transformer substation protection pressing plate.
The acquisition module 31 includes:
the acquisition unit is used for continuously acquiring image information of the plurality of transformer substation protection pressing plates;
and the sequencing unit is used for sequencing the image information according to the acquisition sequence to obtain initial image data.
The processing module 32 includes:
the graying unit is used for carrying out graying processing on the initial image data in the image enhancement processing;
and the morphological processing unit is used for carrying out binarization and corrosion processing on the initial image data in the image morphological processing.
Further, the morphology processing unit includes:
a logical AND subunit, configured to scan each pixel in the initial image data with the structural element, so that the structural element and the value of the pixel covered by the structural element perform a logical AND operation;
and the judging subunit is used for judging that the pixel value of the pixel in the initial image data after the etching processing is 1 if all the results obtained after the logical AND operation are 1, and otherwise, judging that the pixel value is 0.
The judging module 34 includes:
the classification unit is used for inputting target image data into a pre-trained classifier to obtain a label and a switch state of the transformer substation protection pressing plate;
and the generating unit is used for forming a target matrix by the label and the switch state as the state information of the transformer substation protection pressing plate.
The transformer substation protection pressing plate state checking device provided by the embodiment can be used for executing the transformer substation protection pressing plate state checking method provided by the first embodiment and the second embodiment, and has corresponding functions and beneficial effects.
Example four
Fig. 4 is a schematic structural diagram of a substation protection pressing plate state checking device according to a fourth embodiment of the present invention. As shown in fig. 4, the electronic apparatus includes a processor 40, a memory 41, a communication module 42, an input device 43, and an output device 44; the number of the processors 40 in the electronic device may be one or more, and one processor 40 is taken as an example in fig. 4; the processor 40, the memory 41, the communication module 42, the input device 43 and the output device 44 in the electronic device may be connected by a bus or other means, and the bus connection is exemplified in fig. 4.
The memory 41 is a computer-readable storage medium, and can be used for storing software programs, computer-executable programs, and modules, such as the modules corresponding to the substation protection pressing plate state checking method in the embodiment (for example, the acquisition module 31, the processing module 32, the classification module 33, and the judgment module 34 in the substation protection pressing plate state checking apparatus). The processor 40 executes various functional applications and data processing of the electronic device by executing software programs, instructions and modules stored in the memory 41, so as to implement the transformer substation protection pressure plate state checking method.
The memory 41 may mainly include a storage program area and a storage data area, wherein the storage program area may store an operating system, an application program required for at least one function; the storage data area may store data created according to use of the electronic device, and the like. Further, the memory 41 may include high speed random access memory, and may also include non-volatile memory, such as at least one magnetic disk storage device, flash memory device, or other non-volatile solid state storage device. In some examples, memory 41 may further include memory located remotely from processor 40, which may be connected to the electronic device through a network. Examples of such networks include, but are not limited to, the internet, intranets, local area networks, mobile communication networks, and combinations thereof.
And the communication module 42 is used for establishing connection with the display screen and realizing data interaction with the display screen. The input device 43 may be used to receive input numeric or character information and generate key signal inputs related to user settings and function controls of the electronic apparatus.
The electronic device provided by the embodiment of the invention can execute the method for checking the state of the protection pressing plate of the transformer substation provided by any embodiment of the invention, and has corresponding functions and beneficial effects.
EXAMPLE five
An embodiment of the present invention further provides a storage medium containing computer-executable instructions, where the computer-executable instructions, when executed by a computer processor, are configured to perform a substation protection pressure plate state checking method, where the method includes:
acquiring initial image data of a transformer substation protection pressing plate;
carrying out image enhancement processing and image morphology processing on the initial image data to obtain target image data;
classifying the target image data by using a classifier to obtain state information of the transformer substation protection pressing plate, wherein the state information comprises a label and a switch state of the transformer substation protection pressing plate;
and when the state information is different from the preset state threshold value of the transformer substation protection pressing plate, sending an abnormal signal.
Of course, the storage medium provided by the embodiment of the present invention contains computer-executable instructions, and the computer-executable instructions are not limited to the operations of the method described above, and may also perform related operations in a substation protection pressure plate status checking method provided by any embodiment of the present invention.
From the above description of the embodiments, it is obvious for those skilled in the art that the present invention can be implemented by software and necessary general hardware, and certainly, can also be implemented by hardware, but the former is a better embodiment in many cases. Based on such understanding, the technical solutions of the present invention may be embodied in the form of a software product, which can be stored in a computer-readable storage medium, such as a floppy disk, a Read-Only Memory (ROM), a Random Access Memory (RAM), a FLASH Memory (FLASH), a hard disk or an optical disk of a computer, and includes instructions for enabling a computer electronic device (which may be a personal computer, a server, or a network electronic device) to execute the methods according to the embodiments of the present invention.
It should be noted that, in the embodiment of the substation protection pressure plate state checking device, each included unit and module are only divided according to functional logic, but are not limited to the above division, as long as corresponding functions can be realized; in addition, specific names of the functional units are only for convenience of distinguishing from each other, and are not used for limiting the protection scope of the present invention.
It is to be noted that the foregoing is only illustrative of the preferred embodiments of the present invention and the technical principles employed. It will be understood by those skilled in the art that the present invention is not limited to the particular embodiments described herein, but is capable of various obvious changes, rearrangements and substitutions as will now become apparent to those skilled in the art without departing from the scope of the invention. Therefore, although the present invention has been described in greater detail by the above embodiments, the present invention is not limited to the above embodiments, and may include other equivalent embodiments without departing from the spirit of the present invention, and the scope of the present invention is determined by the scope of the appended claims.
Claims (10)
1. A transformer substation protection pressing plate state checking method is characterized by comprising the following steps:
acquiring initial image data of a transformer substation protection pressing plate;
carrying out image enhancement processing and image morphology processing on the initial image data to obtain target image data;
classifying the target image data by using a classifier to obtain state information of the transformer substation protection pressing plate, wherein the state information comprises a label and a switch state of the transformer substation protection pressing plate;
and when the state information is different from a preset state threshold value of the transformer substation protection pressing plate, sending an abnormal signal.
2. The substation protection pressing plate state checking method according to claim 1, wherein the acquiring initial image data of the substation protection pressing plate comprises:
continuously acquiring image information of a plurality of transformer substation protection pressing plates;
and sequencing the image information according to the acquisition sequence to obtain initial image data.
3. The substation protection pressing plate state checking method according to claim 1,
the image enhancement processing is to perform graying processing on the initial image data.
4. The substation protection pressing plate state checking method according to claim 1,
and the image morphological processing is binarization and corrosion processing of the initial image data.
5. The substation protection pressure plate state checking method according to claim 4, wherein the corrosion treatment comprises:
scanning each pixel in the initial image data with a structural element, causing the structural element to perform a logical AND operation with the value of the pixel it overlays;
and if the results obtained after the logical AND operation are all 1, the pixel value of the pixel in the initial image data after the corrosion treatment is 1, and if not, the pixel value is 0.
6. The substation protection pressing plate state checking method according to claim 1, wherein the classifying the target image data by using a classifier to obtain state information of the substation protection pressing plate, wherein the state information includes a label and a switch state of the substation protection pressing plate, and comprises:
inputting the target image data into a pre-trained classifier to obtain the label and the switch state of the transformer substation protection pressing plate;
and forming a target matrix by the label and the switch state to serve as the state information of the transformer substation protection pressing plate.
7. The substation protection pressing plate state checking method according to claim 1, wherein when the state information is different from a preset state threshold of the substation protection pressing plate, sending an abnormal signal comprises:
acquiring a state threshold corresponding to the transformer substation protection pressing plate;
comparing the status information to the status threshold;
and if the state information is different from the state threshold value, sending an abnormal signal.
8. The utility model provides a transformer substation's protection clamp plate state checks device which characterized in that includes:
the acquisition module is used for acquiring initial image data of the transformer substation protection pressing plate;
the processing module is used for carrying out image enhancement processing and image morphology processing on the initial image data to obtain target image data;
the classification module is used for classifying the target image data by using a classifier to obtain state information of the transformer substation protection pressing plate, wherein the state information comprises a label and a switch state of the transformer substation protection pressing plate;
and the judging module is used for sending an abnormal signal when the state information is different from a preset state threshold value of the transformer substation protection pressing plate.
9. The utility model provides a transformer substation protection clamp plate state checks equipment which characterized in that, equipment includes:
one or more processors;
a storage device for storing one or more programs,
when executed by the one or more processors, cause the one or more processors to implement the substation protection clamp status checking method of any of claims 1-7.
10. A storage medium containing computer executable instructions for performing the substation protection clamp status checking method of any one of claims 1 to 7 when executed by a computer processor.
Priority Applications (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN202110084169.XA CN112733957A (en) | 2021-01-21 | 2021-01-21 | Transformer substation protection pressing plate state checking method, device, equipment and storage medium |
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| CN113822274A (en) * | 2021-09-18 | 2021-12-21 | 国网安徽省电力有限公司检修分公司 | Protection pressing plate state identification method, system, equipment and storage medium |
| CN113933565A (en) * | 2021-10-11 | 2022-01-14 | 广东电网有限责任公司 | Measurement indicating device and method of relay protection plate |
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