CN114942740B - Transformer substation auxiliary equipment online real-time monitoring method and system based on artificial intelligence - Google Patents

Transformer substation auxiliary equipment online real-time monitoring method and system based on artificial intelligence Download PDF

Info

Publication number
CN114942740B
CN114942740B CN202210815832.3A CN202210815832A CN114942740B CN 114942740 B CN114942740 B CN 114942740B CN 202210815832 A CN202210815832 A CN 202210815832A CN 114942740 B CN114942740 B CN 114942740B
Authority
CN
China
Prior art keywords
display
sub
display interface
real
passive
Prior art date
Legal status (The legal status 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 status listed.)
Active
Application number
CN202210815832.3A
Other languages
Chinese (zh)
Other versions
CN114942740A (en
Inventor
陈志力
李建平
周红卫
Current Assignee (The listed assignees may be inaccurate. Google has not performed a legal analysis and makes no representation or warranty as to the accuracy of the list.)
Jiangsu Hoperun Software Co ltd
Original Assignee
Jiangsu Hoperun Software 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 Jiangsu Hoperun Software Co ltd filed Critical Jiangsu Hoperun Software Co ltd
Priority to CN202210815832.3A priority Critical patent/CN114942740B/en
Publication of CN114942740A publication Critical patent/CN114942740A/en
Application granted granted Critical
Publication of CN114942740B publication Critical patent/CN114942740B/en
Active legal-status Critical Current
Anticipated expiration legal-status Critical

Links

Images

Classifications

    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F3/00—Input arrangements for transferring data to be processed into a form capable of being handled by the computer; Output arrangements for transferring data from processing unit to output unit, e.g. interface arrangements
    • G06F3/14—Digital output to display device ; Cooperation and interconnection of the display device with other functional units
    • G06F3/1407—General aspects irrespective of display type, e.g. determination of decimal point position, display with fixed or driving decimal point, suppression of non-significant zeros
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F9/00—Arrangements for program control, e.g. control units
    • G06F9/06—Arrangements for program control, e.g. control units using stored programs, i.e. using an internal store of processing equipment to receive or retain programs
    • G06F9/44—Arrangements for executing specific programs
    • G06F9/451—Execution arrangements for user interfaces
    • H—ELECTRICITY
    • H02—GENERATION; CONVERSION OR DISTRIBUTION OF ELECTRIC POWER
    • H02J—CIRCUIT ARRANGEMENTS OR SYSTEMS FOR SUPPLYING OR DISTRIBUTING ELECTRIC POWER; SYSTEMS FOR STORING ELECTRIC ENERGY
    • H02J13/00—Circuit arrangements for providing remote indication of network conditions, e.g. an instantaneous record of the open or closed condition of each circuitbreaker in the network; Circuit arrangements for providing remote control of switching means in a power distribution network, e.g. switching in and out of current consumers by using a pulse code signal carried by the network
    • H02J13/00001—Circuit arrangements for providing remote indication of network conditions, e.g. an instantaneous record of the open or closed condition of each circuitbreaker in the network; Circuit arrangements for providing remote control of switching means in a power distribution network, e.g. switching in and out of current consumers by using a pulse code signal carried by the network characterised by the display of information or by user interaction, e.g. supervisory control and data acquisition systems [SCADA] or graphical user interfaces [GUI]
    • H—ELECTRICITY
    • H02—GENERATION; CONVERSION OR DISTRIBUTION OF ELECTRIC POWER
    • H02J—CIRCUIT ARRANGEMENTS OR SYSTEMS FOR SUPPLYING OR DISTRIBUTING ELECTRIC POWER; SYSTEMS FOR STORING ELECTRIC ENERGY
    • H02J13/00—Circuit arrangements for providing remote indication of network conditions, e.g. an instantaneous record of the open or closed condition of each circuitbreaker in the network; Circuit arrangements for providing remote control of switching means in a power distribution network, e.g. switching in and out of current consumers by using a pulse code signal carried by the network
    • H02J13/00002—Circuit arrangements for providing remote indication of network conditions, e.g. an instantaneous record of the open or closed condition of each circuitbreaker in the network; Circuit arrangements for providing remote control of switching means in a power distribution network, e.g. switching in and out of current consumers by using a pulse code signal carried by the network characterised by monitoring
    • H—ELECTRICITY
    • H02—GENERATION; CONVERSION OR DISTRIBUTION OF ELECTRIC POWER
    • H02J—CIRCUIT ARRANGEMENTS OR SYSTEMS FOR SUPPLYING OR DISTRIBUTING ELECTRIC POWER; SYSTEMS FOR STORING ELECTRIC ENERGY
    • H02J13/00—Circuit arrangements for providing remote indication of network conditions, e.g. an instantaneous record of the open or closed condition of each circuitbreaker in the network; Circuit arrangements for providing remote control of switching means in a power distribution network, e.g. switching in and out of current consumers by using a pulse code signal carried by the network
    • H02J13/00032—Systems characterised by the controlled or operated power network elements or equipment, the power network elements or equipment not otherwise provided for
    • H02J13/00034—Systems characterised by the controlled or operated power network elements or equipment, the power network elements or equipment not otherwise provided for the elements or equipment being or involving an electric power substation
    • H—ELECTRICITY
    • H04—ELECTRIC COMMUNICATION TECHNIQUE
    • H04N—PICTORIAL COMMUNICATION, e.g. TELEVISION
    • H04N7/00—Television systems
    • H04N7/18—Closed-circuit television [CCTV] systems, i.e. systems in which the video signal is not broadcast
    • H04N7/181—Closed-circuit television [CCTV] systems, i.e. systems in which the video signal is not broadcast for receiving images from a plurality of remote sources
    • H—ELECTRICITY
    • H04—ELECTRIC COMMUNICATION TECHNIQUE
    • H04Q—SELECTING
    • H04Q9/00—Arrangements in telecontrol or telemetry systems for selectively calling a substation from a main station, in which substation desired apparatus is selected for applying a control signal thereto or for obtaining measured values therefrom
    • Y—GENERAL TAGGING OF NEW TECHNOLOGICAL DEVELOPMENTS; GENERAL TAGGING OF CROSS-SECTIONAL TECHNOLOGIES SPANNING OVER SEVERAL SECTIONS OF THE IPC; TECHNICAL SUBJECTS COVERED BY FORMER USPC CROSS-REFERENCE ART COLLECTIONS [XRACs] AND DIGESTS
    • Y04—INFORMATION OR COMMUNICATION TECHNOLOGIES HAVING AN IMPACT ON OTHER TECHNOLOGY AREAS
    • Y04S—SYSTEMS INTEGRATING TECHNOLOGIES RELATED TO POWER NETWORK OPERATION, COMMUNICATION OR INFORMATION TECHNOLOGIES FOR IMPROVING THE ELECTRICAL POWER GENERATION, TRANSMISSION, DISTRIBUTION, MANAGEMENT OR USAGE, i.e. SMART GRIDS
    • Y04S10/00—Systems supporting electrical power generation, transmission or distribution
    • Y04S10/40—Display of information, e.g. of data or controls

Landscapes

  • Engineering & Computer Science (AREA)
  • Theoretical Computer Science (AREA)
  • Human Computer Interaction (AREA)
  • Power Engineering (AREA)
  • Software Systems (AREA)
  • Physics & Mathematics (AREA)
  • General Engineering & Computer Science (AREA)
  • General Physics & Mathematics (AREA)
  • Multimedia (AREA)
  • Signal Processing (AREA)
  • Computer Networks & Wireless Communication (AREA)
  • Controls And Circuits For Display Device (AREA)

Abstract

The invention provides a transformer substation auxiliary equipment online real-time monitoring method and a transformer substation auxiliary equipment online real-time monitoring system based on artificial intelligence, wherein the transformer substation auxiliary equipment online real-time monitoring method comprises the following steps: classifying all the auxiliary equipment of the transformer substation to obtain a real-time display equipment subset, a passive trigger equipment subset and an active control equipment subset; establishing a real-time display interface corresponding to the real-time display equipment subset, and segmenting the real-time display interface to obtain a plurality of sub real-time display interfaces; establishing a passive display interface corresponding to the passive trigger equipment subset, and segmenting the passive display interface to obtain a plurality of sub-trigger display interfaces; establishing an active display interface corresponding to the active control equipment subset, and segmenting the active display interface to obtain a plurality of sub active display interfaces; and fusing the real-time display interface, the passive display interface and the active display interface to obtain a fused display interface, and controlling display equipment to display the fused display interface.

Description

Transformer substation auxiliary equipment online real-time monitoring method and system based on artificial intelligence
Technical Field
The invention relates to the technical field of data processing, in particular to a transformer substation auxiliary equipment online real-time monitoring method and system based on artificial intelligence.
Background
The auxiliary equipment of the transformer substation comprises various devices, such as a video camera, a temperature and humidity sensor, a smoke sensor, an open fire detector, a switch cabinet, a transformer, a high-voltage cabinet and the like.
The data types of different types of substation auxiliary equipment are different, and for example, equipment such as a video camera, a temperature and humidity sensor and the like needs to perform real-time data acquisition and actively display; however, the smoke sensor, the open fire detector and the like are passively triggered after a certain condition is met, and passive display is carried out; the switch cabinet and the high-voltage cabinet can actively acquire relevant parameters for displaying only when workers actively control and change the parameters.
Therefore, different online real-time monitoring methods need to be adopted for different types of substation auxiliary equipment according to different attributes, so that different display strategies need to be adopted for the substation auxiliary equipment needing real-time monitoring, the passively-triggered substation auxiliary equipment and the actively-controlled substation auxiliary equipment.
Disclosure of Invention
The embodiment of the invention provides an artificial intelligence-based online real-time monitoring method and system for auxiliary equipment of a transformer substation, different online real-time monitoring methods can be adopted according to different types of the auxiliary equipment of the transformer substation, monitoring and use of workers are easy, and the method and system have the advantages of simplicity and clarity.
In a first aspect of the embodiments of the present invention, an online real-time monitoring method for auxiliary equipment of a substation based on artificial intelligence is provided, including:
classifying all the auxiliary equipment of the transformer substation to obtain a real-time display equipment subset, a passive trigger equipment subset and an active control equipment subset, and removing the real-time display equipment subset, the passive trigger equipment subset and the active control equipment subset which are empty sets;
if the real-time display equipment subset exists, establishing a real-time display interface corresponding to the real-time display equipment subset, and dividing the real-time display interface according to the number of elements in the real-time display equipment subset to obtain a plurality of sub real-time display interfaces;
if the passive trigger equipment subset exists, establishing a passive display interface corresponding to the passive trigger equipment subset, and segmenting the passive display interface according to the number of elements in the passive trigger equipment subset to obtain a plurality of sub-trigger display interfaces;
if the active control equipment subset exists, establishing an active display interface corresponding to the active control equipment subset, and dividing the active display interface according to the number of elements in the active control equipment subset to obtain a plurality of sub active display interfaces;
if a fusion display instruction is received, performing fusion processing on the real-time display interface, the passive display interface and the active display interface according to the number of the sub real-time display interface, the sub real-time display interface and the sub active display interface to obtain a fusion display interface, and controlling display equipment to display the fusion display interface;
and if the respective display instructions are received, distributing different display strategies for the real-time display interface, the passive display interface and the active display interface so that the display equipment can display different interfaces under different conditions.
Further, the classifying all the auxiliary devices of the substation to obtain a real-time display device subset, a passive trigger device subset and an active control device subset, and eliminating the real-time display device subset, the passive trigger device subset and the active control device subset which are empty sets includes:
acquiring a type label of each transformer substation auxiliary device, wherein each type label is any one of a real-time display label, a passive trigger label and an active control label;
establishing a real-time display device subset, a passive trigger device subset and an active control device subset, sequentially traversing the type label of each transformer substation auxiliary device, and classifying the transformer substation auxiliary device into the real-time display device subset, the passive trigger device subset or the active control device subset corresponding to the type label;
after all the transformer substation auxiliary devices are judged to be traversed, the number of type labels in the real-time display device subset, the passive trigger device subset or the active control device subset is respectively obtained, and if the type labels are judged to be an empty set, the corresponding display device subset, the passive trigger device subset and the active control device subset are removed.
Further, if it is determined that the real-time display device subset exists, establishing a real-time display interface corresponding to the real-time display device subset, and segmenting the real-time display interface according to the number of elements in the real-time display device subset to obtain a plurality of sub real-time display interfaces, including:
after the real-time display equipment subset is judged to exist, establishing a first initial display interface corresponding to the size of the display equipment;
if the element types in the display equipment subset comprise video types and non-video types, segmenting the first initial display interface according to a first preset proportion to obtain a first video total display area and a first non-video total display area;
acquiring the element number of the video category to obtain a first video number, dividing the first video total display area into a plurality of first video sub-display areas according to the first video number, wherein each first video sub-display area has an initial size corresponding to the first video sub-display area;
acquiring the number of elements of the non-video type to obtain a second non-video number, and dividing the second non-video total display area into a plurality of second non-video sub-display areas according to the second non-video number, wherein each second non-video sub-display area has an initial size equal to that of the second non-video sub-display area;
and positioning the element data of the video type in a first video sub-display area for displaying, and positioning the element data of the non-video type in a second non-video sub-display area for displaying.
Further, the method also comprises the following steps:
if the number of the first video sub-display areas is judged to be larger than the preset number of the first videos, the remaining occupied size of the second non-video sub-display areas is obtained, and the remaining occupied size is the area size obtained by subtracting all the second non-video sub-display areas from the total second non-video display area;
calculating according to the residual occupied size and the display size of the first video sub-display area to obtain the number of newly-built sub-areas of the second non-video sub-display area for establishing a third video sub-display area;
and establishing a plurality of third video sub-display areas in the second non-video sub-display area according to the number of the newly-established sub-areas, and positioning the element data of the corresponding video type in the third video sub-display areas for displaying.
Further, the method also comprises the following steps:
calculating the sum of the number of the first video sub-display area and the third video sub-display area to obtain the total number of the sub-areas;
and if the total number of the sub-areas is less than the number of the element data of the video type, controlling the interval between the first video sub-display area and the third video sub-display area to be a preset time period, and displaying the element data of different video types at random.
Further, if it is determined that the passive trigger device subset exists, establishing a passive display interface corresponding to the passive trigger device subset, and segmenting the passive display interface according to the number of elements in the passive trigger device subset to obtain a plurality of sub-trigger display interfaces, including:
after the passive trigger equipment subset is judged to exist, a second initial display interface corresponding to the size of the display equipment is established;
acquiring the element number of the passive trigger equipment subset to obtain a first passive trigger number, dividing the first passive trigger number into a plurality of first passive trigger sub-display areas on the second initial display interface according to the first passive trigger number, wherein each first passive trigger sub-display area has an initial size corresponding to the first passive trigger sub-display area;
and displaying the element data in the passive trigger equipment subset in a first passive trigger sub-display area.
Further, if it is determined that the active control device subset exists, establishing an active display interface corresponding to the active control device subset, and segmenting the active display interface according to the number of elements in the active control device subset to obtain a plurality of sub-active display interfaces, including:
after judging that the active control equipment subset exists, establishing a third initial display interface corresponding to the size of the display equipment;
obtaining the element number of the active control equipment subset to obtain a first active control number, dividing the third initial display interface into a plurality of first active trigger sub-display areas according to the first active control number, wherein each first active trigger sub-display area has an initial size corresponding to the first active trigger sub-display area;
and positioning the element data in the active control equipment subset in a first active trigger sub-display area for displaying.
Further, if a fusion display instruction is received, according to the number of the sub real-time display interfaces, and the sub active display interfaces, fusion processing is performed on the real-time display interfaces, the passive display interfaces, and the active display interfaces to obtain a fusion display interface, and a display device is controlled to display the fusion display interface, including:
counting the first video number of the first video sub-display area and the second non-video number of the second non-video sub-display area to obtain the number of sub real-time display interfaces;
counting the first passive triggering number of the first passive triggering sub-display area to obtain the number of passive display interfaces;
counting the first active control number of the first active trigger sub-display area to obtain the number of active display interfaces;
acquiring initial sizes of a first video sub-display area, a second non-video sub-display area, a first passive trigger sub-display area and a first active trigger sub-display area, performing comprehensive calculation according to the initial sizes, the first video quantity, the second non-video quantity, the first passive trigger quantity, the first active control quantity and the size of display equipment to obtain the sizes of a real-time display interface, a passive display interface and an active display interface in a fusion display interface, calculating by the following formula,
Figure 15974DEST_PATH_IMAGE002
wherein the content of the first and second substances,
Figure 366184DEST_PATH_IMAGE004
a first video quantity for a first video sub-display area,
Figure 49975DEST_PATH_IMAGE006
is firstThe initial size of the video sub-display area,
Figure 903661DEST_PATH_IMAGE008
a second non-video quantity for a second non-video sub-display area,
Figure 155651DEST_PATH_IMAGE010
the initial size of the second non-video sub-display area,
Figure 475380DEST_PATH_IMAGE012
the first passive trigger number of the first passive trigger sub-display area,
Figure 713595DEST_PATH_IMAGE014
the initial size of the first passively triggered sub-display area,
Figure 671055DEST_PATH_IMAGE016
a first active control number for the first active trigger sub-display region,
Figure 234892DEST_PATH_IMAGE018
for the initial size of the first active trigger sub-display area,
Figure 418749DEST_PATH_IMAGE020
in order to display the size of the interface in the fusion display interface in real time,
Figure 945807DEST_PATH_IMAGE022
in order to account for the size of the passive display interface in the fusion display interface,
Figure 508507DEST_PATH_IMAGE024
in order to actively display the size of the interface in the fusion display interface,
Figure 492512DEST_PATH_IMAGE026
weights are calculated for the sizes.
Further, if respective display instructions are received, allocating different display strategies to the real-time display interface, the passive display interface, and the active display interface, so that the display device displays different interfaces under different conditions, including:
configuring a first display strategy for the real-time display interface, wherein the first display strategy is to display the real-time display interface and hide the passive display interface and the active display interface when the passive display interface and the active display interface are not called;
configuring a second display strategy for the passive display interface, wherein the second display strategy is to call the passive display interface to display after any one passive trigger device is passively triggered, and hide the real-time display interface and the active display interface;
and configuring a third display strategy for the active display interface, wherein the third display strategy is to call the active display interface for displaying after judging that a worker actively calls the active display interface, and hide the real-time display interface and the passive display interface.
In a second aspect of the embodiments of the present invention, an online real-time monitoring system for auxiliary devices of a substation based on artificial intelligence is provided, including:
the classification module is used for classifying all the auxiliary equipment of the transformer substation to obtain a real-time display equipment subset, a passive trigger equipment subset and an active control equipment subset, and removing the real-time display equipment subset, the passive trigger equipment subset and the active control equipment subset which are empty sets;
the first separation module is used for establishing a real-time display interface corresponding to the real-time display equipment subset if the real-time display equipment subset is judged to exist, and dividing the real-time display interface according to the number of elements in the real-time display equipment subset to obtain a plurality of sub real-time display interfaces;
the second partitioning module is used for establishing a passive display interface corresponding to the passive trigger equipment subset if the passive trigger equipment subset is judged to exist, and partitioning the passive display interface according to the number of elements in the passive trigger equipment subset to obtain a plurality of sub-trigger display interfaces;
the third separation module is used for establishing an active display interface corresponding to the active control equipment subset if the active control equipment subset is judged to exist, and dividing the active display interface to obtain a plurality of sub-active display interfaces according to the number of elements in the active control equipment subset;
the first display module is used for performing fusion processing on the real-time display interface, the passive display interface and the active display interface to obtain a fusion display interface according to the number of the sub real-time display interface, the sub real-time display interface and the sub active display interface if a fusion display instruction is received, and controlling display equipment to display the fusion display interface;
and the second display module is used for distributing different display strategies to the real-time display interface, the passive display interface and the active display interface if respective display instructions are received, so that the display equipment can display different interfaces under different conditions.
Has the beneficial effects that;
1. according to the scheme, different real-time display equipment subsets, passive trigger equipment subsets and active control equipment subsets are generated according to different types of auxiliary equipment of the transformer substation, and corresponding real-time display interfaces, passive display interfaces and active display interfaces are respectively obtained for the real-time display equipment subsets, the passive trigger equipment subsets and the active control equipment subsets, so that different online real-time monitoring methods are adopted according to different types of the auxiliary equipment of the transformer substation, the monitoring and the use of workers are facilitated, and the advantages of simplicity and clarity are achieved;
2. in the scheme, in the process of obtaining a plurality of sub real-time display interfaces, the first initial display interface is divided according to the video types and the non-video types in the real-time display equipment subset according to a first preset proportion to obtain a first video total display area and a first non-video total display area, so that display data in the real-time display equipment subset are displayed in a classified mode; in addition, when the first video total display area can not completely contain video data, the scheme combines the residual occupied size of the second non-video sub-display area to newly build a third video sub-display area, and the third video sub-display area is utilized to display the rest video data;
3. the scheme provides two display instructions, one is that the display instructions are fused to perform fusion display on a real-time display interface, a passive display interface and an active display interface, wherein when the fusion display is performed, the accounting operator in the scheme performs the fusion display on the number of the real-time display interfaces, the number of the passive display interfaces and the number of the active display interfaces, then obtains corresponding display sizes, and performs adaptive display on each display interface, so that the invention can adopt different display proportions according to different contents of each display interface when performing the fusion display, and a user can determine appropriate proportions according to different data volumes in different display interfaces when checking various different types of information; the other is respectively displaying the instruction, the scheme allocates different display strategies to the real-time display interface, the passive display interface and the active display interface according to the respectively displaying instruction, so that the display equipment can display different interfaces under different conditions, the real-time display interface is the highest priority, the corresponding interface can be called to display when the equipment in the passive display interface is triggered in a passive mode and the passive display interface is actively triggered, the monitoring mode is more consistent with the use rule of a user, and the monitoring mode can preferentially view the changed information, the alarm information and the information needing to be changed respectively according to different application scenes. The two display modes can be adjusted according to the requirements of users, and are easier for monitoring and using by workers.
Drawings
Fig. 1 is a schematic flow chart of an online real-time monitoring method for auxiliary equipment of a substation based on artificial intelligence according to an embodiment of the present invention;
FIG. 2 is a schematic diagram of an embodiment of the present invention for embodying a sub real-time display interface;
FIG. 3 is a schematic diagram of a third video sub-display area according to an embodiment of the present invention;
fig. 4 is a schematic structural diagram of an online real-time monitoring system for auxiliary equipment of a substation based on artificial intelligence according to an embodiment of the present invention.
Detailed Description
In order to make the objects, technical solutions and advantages of the embodiments of the present invention clearer, the technical solutions in the embodiments of the present invention will be clearly and completely described below with reference to the drawings in the embodiments of the present invention, and it is obvious that the described embodiments are only a part of the embodiments of the present invention, and not all the embodiments. All other embodiments, which can be derived by a person skilled in the art from the embodiments given herein without making any creative effort, shall fall within the protection scope of the present invention.
The terms "first," "second," "third," "fourth," and the like in the description and in the claims, as well as in the drawings, if any, are used for distinguishing between similar elements and not necessarily for describing a particular sequential or chronological order. It is to be understood that the data so used is interchangeable under appropriate circumstances such that the embodiments of the invention described herein are capable of operation in other sequences than those illustrated or described herein.
It should be understood that, in various embodiments of the present invention, the sequence numbers of the processes do not mean the execution sequence, and the execution sequence of the processes should be determined by the functions and the internal logic of the processes, and should not constitute any limitation on the implementation process of the embodiments of the present invention.
It should be understood that in the present application, "comprising" and "having" and any variations thereof, are intended to cover a non-exclusive inclusion, such that a process, method, system, article, or apparatus that comprises a list of steps or elements is not necessarily limited to those steps or elements expressly listed, but may include other steps or elements not expressly listed or inherent to such process, method, article, or apparatus.
It should be understood that, in the present invention, "a plurality" means two or more. "and/or" is only an association relationship describing an associated object, and means that there may be three relationships, for example, a and/or B, and may mean: a exists alone, A and B exist simultaneously, and B exists alone. The character "/" generally indicates that the former and latter associated objects are in an "or" relationship. "comprises A, B and C" and "comprises A, B, C" means that all three of A, B, C comprise, "comprises A, B or C" means that one of three of A, B, C is comprised, "comprises A, B and/or C" means that any 1 or any 2 or 3 of the three of A, B, C is comprised.
It should be understood that in the present invention, "B corresponding to a", "a corresponds to B", or "B corresponds to a" means that B is associated with a, and B can be determined from a. Determining B from a does not mean determining B from a alone, but may also be determined from a and/or other information. And the matching of A and B means that the similarity of A and B is greater than or equal to a preset threshold value.
As used herein, "if" can be interpreted as "at … …" or "at … …" or "in response to a determination" or "in response to a detection", depending on context.
The technical means of the present invention will be described in detail with reference to specific examples. The following several specific embodiments may be combined with each other, and details of the same or similar concepts or processes may not be repeated in some embodiments.
The invention provides an artificial intelligence-based online real-time monitoring method for auxiliary equipment of a transformer substation, which comprises the following steps of S1-S6:
s1, classifying all auxiliary equipment of the transformer substation to obtain a real-time display equipment subset, a passive trigger equipment subset and an active control equipment subset, and removing the real-time display equipment subset, the passive trigger equipment subset and the active control equipment subset which are empty sets.
It is understood that the substation auxiliary equipment includes various devices, such as video cameras, temperature and humidity sensors, smoke sensors, open fire detectors, switch cabinets, transformers, and high-voltage cabinets, etc. The data types of different types of substation auxiliary equipment are different, and for example, equipment such as a video camera, a temperature and humidity sensor and the like needs to perform real-time data acquisition and actively display; however, the smoke sensor, the open fire detector and the like are passively triggered after a certain condition is met, and passive display is carried out; the switch cabinet and the high-voltage cabinet can actively acquire relevant parameters for displaying only when workers actively control and change the parameters.
Therefore, all the auxiliary equipment of the transformer substation can be classified by the scheme, and a real-time display equipment subset, a passive trigger equipment subset and an active control equipment subset are obtained.
For example, the real-time display device subset may correspond to devices such as a video camera and a temperature and humidity sensor, the passive trigger device subset may correspond to devices such as a smoke sensor and an open fire detector, and the active control device subset may correspond to devices such as a switch cabinet and a high-voltage board.
In addition, in the scheme, the subsets in some transformer substations do not need to be monitored, and the subsets of the real-time display equipment, the subsets of the passive trigger equipment and the subsets of the active control equipment which are empty sets can be removed according to requirements, namely the subsets which are not needed are deleted.
In some embodiments, S1 (classifying all the substation auxiliary devices to obtain a real-time display device subset, a passive trigger device subset, and an active control device subset, and eliminating the real-time display device subset, the passive trigger device subset, and the active control device subset that are empty sets) includes S11-S13:
and S11, acquiring a type label of each transformer substation auxiliary device, wherein each type label is any one of a real-time display label, a passive trigger label and an active control label.
It can be understood that the scheme is provided with a type tag for each auxiliary device, and each type tag is any one of a real-time display tag, a passive trigger tag and an active control tag.
For example, when the auxiliary device is a video camera and a temperature and humidity sensor, the corresponding type tag is a real-time display tag, when the auxiliary device is a smoke sensor or an open fire detector, the corresponding type tag is a passive trigger tag, and when the auxiliary device is a switch cabinet, a high-voltage cabinet or the like, the corresponding type tag is an active control tag.
And S12, establishing a real-time display device subset, a passive trigger device subset and an active control device subset, sequentially traversing the type label of each transformer substation auxiliary device, and classifying the transformer substation auxiliary device into the real-time display device subset, the passive trigger device subset or the active control device subset corresponding to the type label.
According to the scheme, the type label of each transformer substation auxiliary device is traversed, and then the corresponding transformer substation auxiliary device is classified into the real-time display device subset, the passive trigger device subset or the active control device subset corresponding to the type label.
And S13, after all the auxiliary equipment of the transformer substation are judged to be traversed, the number of the type labels in the real-time display equipment subset, the passive trigger equipment subset or the active control equipment subset is respectively obtained, and if the type labels are judged to be an empty set, the corresponding display equipment subset, the passive trigger equipment subset and the active control equipment subset are removed.
For example, if the subset of real-time display devices is an empty set, indicating that no corresponding auxiliary device needs to be monitored, it may be eliminated.
S2, if the real-time display equipment subset exists, establishing a real-time display interface corresponding to the real-time display equipment subset, and segmenting the real-time display interface according to the number of elements in the real-time display equipment subset to obtain a plurality of sub real-time display interfaces.
It can be understood that the present solution may establish a real-time display interface corresponding to the subset of real-time display devices to display the real-time status of the auxiliary devices corresponding to the subset of real-time display devices.
Meanwhile, according to the scheme, the real-time display interface is segmented according to the number of elements in the subset of the real-time display equipment to obtain a plurality of sub real-time display interfaces. Where the number of elements may correspond to the number of auxiliary devices, e.g. 10 auxiliary devices within the real-time display device subset, then the corresponding number of elements may be 10.
In some embodiments, S2 (if it is determined that the real-time display device subset exists, establishing a real-time display interface corresponding to the real-time display device subset, and segmenting the real-time display interface according to the number of elements in the real-time display device subset to obtain a plurality of sub real-time display interfaces) includes S21-S25:
and S21, after the real-time display equipment subset is judged to exist, establishing a first initial display interface corresponding to the size of the display equipment.
It can be understood that, for different models of display devices, the corresponding display sizes may be different, and the present solution may first establish a first initial display interface corresponding to the size of the display device.
And S22, if the element types in the display equipment subset comprise video types and non-video types, segmenting the first initial display interface according to a first preset proportion to obtain a first video total display area and a first non-video total display area.
For example, the element type corresponding to the video camera is a video type, and the element type corresponding to the access control corollary device is a non-video type.
In order to display different types of data, the scheme divides the first initial display interface according to a first preset proportion to obtain a first video total display area and a first non-video total display area.
It will be appreciated that the first total video display area is for displaying data of a video category and the first non-video total display area is for displaying data of a non-video category.
S23, obtaining the element number of the video types to obtain a first video number, dividing the first video total display area into a plurality of first video sub-display areas according to the first video number, wherein each first video sub-display area has an initial size corresponding to the first video sub-display area.
Referring to fig. 2, for example, the number of elements of the video category is 12, and the corresponding number of the first videos is also 12, the present scheme may divide the total first video display area into a plurality of first video sub-display areas (12) according to the number of the first videos (12), where each first video sub-display area has an initial size corresponding to the first video sub-display area.
The initial size can be configured manually, and the first video sub-display area obtained by dividing the scheme is used for displaying corresponding video data.
And S24, obtaining the number of the elements of the non-video types to obtain a second non-video number, and dividing the second non-video total display area into a plurality of second non-video sub-display areas according to the second non-video number, wherein each second non-video sub-display area has an initial size corresponding to the second non-video sub-display area.
Referring to fig. 2, for example, the number of elements of the non-video category is 3, and the corresponding second number of non-video is also 3, the present solution may be divided into a plurality of second non-video sub-display areas (3) in the first non-video total display area according to the second number of non-video (3), and each second non-video sub-display area has an initial size corresponding to the second non-video sub-display area.
The initial size may be configured manually, and the second non-video sub-display area obtained by dividing the scheme is used for displaying corresponding non-video data.
In practical applications, the non-video data may be text data, for example, the text data represents the current data of the temperature and humidity sensor, and specific examples thereof include "zone a temperature 25 ℃", "zone B temperature 26 ℃", and "zone C temperature 28 ℃".
And S25, positioning the element data of the video type in a first video sub-display area for displaying, and positioning the element data of the non-video type in a second non-video sub-display area for displaying.
It can be understood that, in the present scheme, after the first video sub-display area and the second non-video sub-display area are obtained, the corresponding element data may be displayed in the corresponding area.
On the basis of the above embodiment, the present solution further includes A1-A3:
a1, if the number of the first video sub-display areas is judged to be larger than the preset number of the first videos, the remaining occupied size of the second non-video sub-display areas is obtained, and the remaining occupied size is the area size obtained by subtracting all the second non-video sub-display areas from the total second non-video display area.
Referring to fig. 3, for example, when the preset number of the first videos may be 12, and the number of the first video sub-display areas is 15, the number of the first video sub-display areas is greater than the preset number of the first videos, which indicates that the total display area of the first videos does not contain the next 15 video data, at this time, the remaining occupied size of the second non-video sub-display area is taken by the present scheme, and the video data is placed in an area corresponding to the remaining occupied size.
And A2, calculating according to the residual occupied size and the display size of the first video sub-display area to obtain the number of newly-built sub-areas of the second non-video sub-display area for establishing a third video sub-display area.
For example, referring to fig. 3, after calculation, the number of new sub-areas of the second non-video sub-display area for establishing the third video sub-display area may be 4.
And A3, establishing a plurality of third video sub-display areas in the second non-video sub-display area according to the number of the newly-established sub-areas, and displaying the element data of the corresponding video type in the third video sub-display areas.
Referring to fig. 3, 4 third video sub-display areas can be established in the second non-video sub-display area, and the element data of the corresponding video category is located in the third video sub-display areas for display.
On the basis of the above embodiment, the method further comprises A4-A5:
and A4, calculating the sum of the number of the first video sub-display area and the third video sub-display area to obtain the total number of the sub-areas.
Illustratively, referring to fig. 3, the number of the first video sub-display areas is 12, the number of the third video sub-display areas is 4, and the sum of the numbers of the first video sub-display areas and the third video sub-display areas is 16.
And A5, if the total number of the sub-areas is less than the number of the element data of the video type, controlling the interval between the first video sub-display area and the third video sub-display area to be a preset time period, and displaying the element data of different video types at random.
It can be understood that, if the total number (16) of the sub-areas is less than the number (e.g. 20) of the element data of the video category, which indicates that the element data of the video category cannot be completely dropped in the first video sub-display area and the third video sub-display area, the present scheme controls the interval between the first video sub-display area and the third video sub-display area to be a preset time period (e.g. 1 minute), and displays the element data of different video categories at random, so as to implement displaying the element data of all video categories.
And S3, if the passive trigger equipment subset exists, establishing a passive display interface corresponding to the passive trigger equipment subset, and dividing the passive display interface according to the number of elements in the passive trigger equipment subset to obtain a plurality of sub-trigger display interfaces.
In the same way as step S2, the present solution establishes a passive display interface corresponding to the passive trigger device subset to display the abnormal condition of the auxiliary device corresponding to the passive trigger device subset.
Meanwhile, according to the scheme, the passive display interface is segmented according to the number of elements in the passive trigger equipment subset to obtain a plurality of sub-trigger display interfaces. Where the number of elements may correspond to the number of secondary devices, e.g., 10 secondary devices within the passive trigger device subset, then the corresponding number of elements may be 10.
In some embodiments, S3 (if it is determined that the passive trigger device subset exists, establishing a passive display interface corresponding to the passive trigger device subset, and dividing the passive display interface according to the number of elements in the passive trigger device subset to obtain a plurality of sub-trigger display interfaces) includes S31 to S33:
and S31, after judging that the passive trigger equipment subset exists, establishing a second initial display interface corresponding to the size of the display equipment.
It can be understood that, for different models of display devices, the corresponding display sizes may be different, and the present solution may first establish a second initial display interface corresponding to the size of the display device.
And S32, obtaining the element number of the passive trigger equipment subset to obtain a first passive trigger number, dividing the second initial display interface into a plurality of first passive trigger sub-display areas according to the first passive trigger number, wherein each first passive trigger sub-display area has an initial size corresponding to the first passive trigger sub-display area.
Illustratively, the number of elements of the passive trigger device subset is 12, the number of the first passive triggers is also 12, and the scheme divides the second initial display interface into a plurality of first passive trigger sub-display areas (12) according to the number of the first passive triggers (12), and each first passive trigger sub-display area has an initial size corresponding to the first passive trigger sub-display area.
The initial size can be configured manually, and the first passive trigger sub-display area obtained by the scheme through division is used for displaying corresponding trigger data.
And S33, positioning the element data in the passive trigger equipment subset in a first passive trigger sub-display area for displaying.
The scheme displays element data in the passive trigger equipment subset based on the first passive trigger sub-display area.
In practical applications, the element data in the passive trigger device subset is, for example, smoke sensing data or the like.
And S4, if the active control equipment subset is judged to exist, establishing an active display interface corresponding to the active control equipment subset, and segmenting the active display interface according to the number of elements in the active control equipment subset to obtain a plurality of sub active display interfaces.
Similar to the step S2 and the step S3, the scheme may establish an active display interface corresponding to the active control device subset to display the status of the auxiliary device corresponding to the active trigger device subset.
Meanwhile, according to the scheme, the active display interface is divided according to the number of elements in the active trigger equipment subset to obtain a plurality of sub-active display interfaces. Where the number of elements may correspond to the number of secondary devices, e.g., 10 secondary devices within the active trigger device subset, then the corresponding number of elements may be 10.
In some embodiments, S4 (if it is determined that the active control device subset exists, establishing an active display interface corresponding to the active control device subset, and dividing the active display interface according to the number of elements in the active control device subset to obtain a plurality of sub-active display interfaces) includes S41 to S43:
and S41, after judging that the active control equipment subset exists, establishing a third initial display interface corresponding to the size of the display equipment.
It can be understood that, for different models of display devices, the corresponding display sizes may be different, and the present solution may first establish a third initial display interface corresponding to the size of the display device.
And S42, acquiring the element number of the active control equipment subset to obtain a first active control number, and dividing the third initial display interface into a plurality of first active trigger sub-display areas according to the first active control number, wherein each first active trigger sub-display area has an initial size corresponding to the first active trigger sub-display area.
Illustratively, the number of elements of the active control device subset is 12, and the corresponding first active control number is also 12, the scheme divides the third initial display interface into a plurality of first active trigger sub-display areas (12) according to the first active control number (12), and each first active trigger sub-display area has an initial size corresponding to the first active trigger sub-display area.
The initial size may be configured manually, and the first active trigger sub-display area obtained by dividing the scheme is used for displaying the number of elements of the corresponding active control device subset.
And S43, positioning the element data in the active control equipment subset in a first active trigger sub-display area for displaying.
The scheme displays the element data in the active triggering device subset based on the first active triggering sub-display area. In practical applications, the element data in the active triggering device subset are, for example, operation data, control data, etc. of the switch cabinet.
And S5, if a fusion display instruction is received, performing fusion processing on the real-time display interface, the passive display interface and the active display interface according to the number of the sub real-time display interfaces, the sub trigger display interfaces and the sub active display interfaces to obtain a fusion display interface, and controlling display equipment to display the fusion display interface.
And S2-S4, different display interfaces are established corresponding to different subsets, and in practical application, the 3 display interfaces can be displayed alternately or in a fusion manner.
According to the scheme, if the fusion display instruction is received, the fusion display interface is obtained by fusion processing of the real-time display interface, the passive display interface and the active display interface according to the number of the sub real-time display interface, the sub trigger display interface and the sub active display interface, and display of the fusion display interface by the display equipment is controlled.
In some embodiments, S5 (if the fusion display instruction is received, the fusion display interface is obtained by performing fusion processing on the real-time display interface, the passive display interface, and the active display interface according to the numbers of the sub real-time display interface, the sub trigger display interface, and the sub active display interface, and the display device is controlled to display the fusion display interface) includes S51 to S54:
s51, counting the first video number of the first video sub-display area and the second non-video number of the second non-video sub-display area to obtain the number of the sub real-time display interfaces.
According to the scheme, the number of the first videos in the first video sub-display area and the number of the second videos in the second non-video sub-display area are counted to obtain the number of the sub real-time display interfaces.
S52, counting the first passive triggering number of the first passive triggering sub-display area to obtain the number of the passive display interfaces.
According to the scheme, the first passive triggering number of the first passive triggering sub-display area is counted to obtain the number of the passive display interfaces.
S53, counting the first active control number of the first active trigger sub-display area to obtain the number of active display interfaces.
The scheme can count the first active control number of the first active trigger sub-display area to obtain the number of active display interfaces.
S54, acquiring initial sizes of a first video sub-display area, a second non-video sub-display area, a first passive trigger sub-display area and a first active trigger sub-display area, comprehensively calculating according to the initial sizes, the first video quantity, the second non-video quantity, the first passive trigger quantity, the first active control quantity and the size of display equipment to obtain the sizes of a real-time display interface, a passive display interface and an active display interface in a fusion display interface, calculating by the following formula,
Figure 898086DEST_PATH_IMAGE028
wherein the content of the first and second substances,
Figure 743682DEST_PATH_IMAGE030
a first video quantity for a first video sub-display area,
Figure 445708DEST_PATH_IMAGE032
is the initial size of the first video sub-display area,
Figure 85768DEST_PATH_IMAGE034
a second non-video quantity for a second non-video sub-display area,
Figure 103272DEST_PATH_IMAGE036
the initial size of the second non-video sub-display area,
Figure 346034DEST_PATH_IMAGE038
the first passive trigger number of the first passive trigger sub-display area,
Figure 148905DEST_PATH_IMAGE040
is the first passiveThe initial size of the sub-display area is triggered,
Figure 710599DEST_PATH_IMAGE042
a first active control number for the first active trigger sub-display region,
Figure 966131DEST_PATH_IMAGE044
for the initial size of the first active trigger sub-display area,
Figure 12584DEST_PATH_IMAGE046
in order to display the size of the interface in the fusion display interface in real time,
Figure 653650DEST_PATH_IMAGE048
in order to account for the size of the passive display interface in the fusion display interface,
Figure 635512DEST_PATH_IMAGE050
in order to actively display the size of the interface in the fusion display interface,
Figure 502974DEST_PATH_IMAGE052
weights are calculated for the sizes.
In the above-mentioned formula,
Figure 976288DEST_PATH_IMAGE054
the number of the sub real-time display interfaces is represented, and the larger the number of the sub real-time display interfaces is, the size of the corresponding real-time display interface in the fusion display interface is
Figure 488172DEST_PATH_IMAGE046
The larger;
Figure 890203DEST_PATH_IMAGE056
the number of the passive display interfaces is represented, and the larger the number of the passive display interfaces is, the size of the corresponding passive display interface in the fusion display interface is
Figure 979382DEST_PATH_IMAGE058
The moreLarge;
Figure 774162DEST_PATH_IMAGE060
the number of the active display interfaces is represented, and the larger the number of the active display interfaces is, the size of the corresponding active display interface in the fusion display interface is
Figure 891285DEST_PATH_IMAGE062
The larger, wherein the size calculation weight
Figure 949371DEST_PATH_IMAGE064
May be preset.
According to the scheme, the size occupied by each display interface can be calculated through the embodiment, and then the plurality of display interfaces are subjected to fusion display.
And S6, if the respective display instructions are received, distributing different display strategies for the real-time display interface, the passive display interface and the active display interface so that the display equipment can display different interfaces under different conditions.
It can be understood that, different from step S5, when the present solution receives the respective display instruction, different display strategies are allocated to the real-time display interface, the passive display interface, and the active display interface, so that the display device displays different interfaces under different conditions.
In some embodiments, S6 (if a separate display instruction is received, allocating different display policies to the real-time display interface, the passive display interface, and the active display interface so that the display device displays different interfaces under different conditions) includes S61-S63:
s61, configuring a first display strategy for the real-time display interface, wherein the first display strategy is to display the real-time display interface and hide the passive display interface and the active display interface when the passive display interface and the active display interface are not called.
The invention can preferentially display the real-time display interface, and the mode enables the working personnel to view the data information which changes in real time and is positioned on the real-time display interface, such as video data, temperature information, humidity information and the like. And the display equipment only displays the real-time display interface.
S62, configuring a second display strategy for the passive display interface, wherein the second display strategy is to call the passive display interface to display after any one passive trigger device is passively triggered, and hide the real-time display interface and the active display interface.
The passive display interface is configured with a second display strategy, and the passive trigger equipment can respond correspondingly only after the passive trigger equipment is passively triggered. At the moment, the real-time display interface and the active display interface can be hidden by the invention, so that the display equipment only displays the passive display interface.
And S63, configuring a third display strategy for the active display interface, wherein the third display strategy is to call the active display interface for displaying after judging that the active display interface is actively called by a worker, and hide the real-time display interface and the passive display interface.
The active display interface is configured with a third display strategy, the active display interface can carry out corresponding response only after a worker initiatively calls the active display interface, and the active display interface can be hidden normally. At the moment, the real-time display interface and the passive display interface can be hidden by the invention, so that the display equipment only displays the active display interface.
In order to implement the online real-time monitoring method for the auxiliary equipment of the transformer substation based on the artificial intelligence, the invention also provides an online real-time monitoring system for the auxiliary equipment of the transformer substation based on the artificial intelligence, as shown in fig. 4, the online real-time monitoring system comprises:
the classification module is used for classifying all the auxiliary equipment of the transformer substation to obtain a real-time display equipment subset, a passive trigger equipment subset and an active control equipment subset, and removing the real-time display equipment subset, the passive trigger equipment subset and the active control equipment subset which are empty sets;
the first separation module is used for establishing a real-time display interface corresponding to the real-time display equipment subset if the real-time display equipment subset is judged to exist, and dividing the real-time display interface according to the number of elements in the real-time display equipment subset to obtain a plurality of sub real-time display interfaces;
the second partitioning module is used for establishing a passive display interface corresponding to the passive trigger equipment subset if the passive trigger equipment subset is judged to exist, and partitioning the passive display interface according to the number of elements in the passive trigger equipment subset to obtain a plurality of sub-trigger display interfaces;
the third separation module is used for establishing an active display interface corresponding to the active control equipment subset if the active control equipment subset is judged to exist, and dividing the active display interface to obtain a plurality of sub-active display interfaces according to the number of elements in the active control equipment subset;
the first display module is used for performing fusion processing on the real-time display interface, the passive display interface and the active display interface to obtain a fusion display interface according to the number of the sub real-time display interface, the sub real-time display interface and the sub active display interface if a fusion display instruction is received, and controlling display equipment to display the fusion display interface;
and the second display module is used for distributing different display strategies to the real-time display interface, the passive display interface and the active display interface if respective display instructions are received, so that the display equipment can display different interfaces under different conditions.
The apparatus in the embodiment shown in fig. 4 can be correspondingly used to perform the steps in the method embodiment shown in fig. 1, and the implementation principle and technical effect are similar, which are not described herein again.
The present invention also provides a storage medium having a computer program stored therein, the computer program being executable by a processor to implement the methods provided by the various embodiments described above.
The storage medium may be a computer storage medium or a communication medium. Communication media includes any medium that facilitates transfer of a computer program from one place to another. Computer storage media may be any available media that can be accessed by a general purpose or special purpose computer. For example, a storage medium is coupled to the processor such that the processor can read information from, and write information to, the storage medium. Of course, the storage medium may also be integral to the processor. The processor and the storage medium may reside in an Application Specific Integrated Circuits (ASIC). Additionally, the ASIC may reside in user equipment. Of course, the processor and the storage medium may reside as discrete components in a communication device. The storage medium may be read-only memory (ROM), random-access memory (RAM), CD-ROMs, magnetic tapes, floppy disks, optical data storage devices, and the like.
The present invention also provides a program product comprising execution instructions stored in a storage medium. The at least one processor of the device may read the execution instructions from the storage medium, and the execution of the execution instructions by the at least one processor causes the device to implement the methods provided by the various embodiments described above.
In the above embodiments of the terminal or the server, it should be understood that the Processor may be a Central Processing Unit (CPU), other general-purpose processors, a Digital Signal Processor (DSP), an Application Specific Integrated Circuit (ASIC), etc. A general purpose processor may be a microprocessor or the processor may be any conventional processor or the like. The steps of a method disclosed in connection with the present invention may be embodied directly in a hardware processor, or in a combination of the hardware and software modules within the processor.
Finally, it should be noted that: the above embodiments are only used to illustrate the technical solution of the present invention, and not to limit the same; while the invention has been described in detail and with reference to the foregoing embodiments, it will be understood by those skilled in the art that: the technical solutions described in the foregoing embodiments may still be modified, or some or all of the technical features may be equivalently replaced; and the modifications or the substitutions do not make the essence of the corresponding technical solutions depart from the scope of the technical solutions of the embodiments of the present invention.

Claims (8)

1. An online real-time monitoring method for auxiliary equipment of a transformer substation based on artificial intelligence is characterized by comprising the following steps:
classifying all the auxiliary equipment of the transformer substation to obtain a real-time display equipment subset, a passive trigger equipment subset and an active control equipment subset, and removing the real-time display equipment subset, the passive trigger equipment subset and the active control equipment subset which are empty sets;
if the real-time display equipment subset exists, establishing a real-time display interface corresponding to the real-time display equipment subset, and dividing the real-time display interface according to the number of elements in the real-time display equipment subset to obtain a plurality of sub real-time display interfaces;
if the passive trigger equipment subset exists, establishing a passive display interface corresponding to the passive trigger equipment subset, and segmenting the passive display interface according to the number of elements in the passive trigger equipment subset to obtain a plurality of sub-trigger display interfaces;
if the active control equipment subset exists, establishing an active display interface corresponding to the active control equipment subset, and dividing the active display interface according to the number of elements in the active control equipment subset to obtain a plurality of sub active display interfaces;
if a fusion display instruction is received, performing fusion processing on the real-time display interface, the passive display interface and the active display interface according to the number of the sub real-time display interface, the sub real-time display interface and the sub active display interface to obtain a fusion display interface, and controlling display equipment to display the fusion display interface;
if receiving respective display instructions, allocating different display strategies to the real-time display interface, the passive display interface and the active display interface so that the display equipment can display different interfaces under different conditions;
if a fusion display instruction is received, fusion processing is carried out on the real-time display interface, the passive display interface and the active display interface according to the number of the sub real-time display interface, the sub real-time display interface and the sub active display interface to obtain a fusion display interface, and display equipment is controlled to display the fusion display interface, wherein the fusion display interface comprises:
counting the first video number of the first video sub-display area and the second non-video number of the second non-video sub-display area to obtain the number of sub real-time display interfaces;
counting the first passive trigger number of the first passive trigger sub-display area to obtain the number of passive display interfaces;
counting the first active control number of the first active trigger sub-display area to obtain the number of active display interfaces;
acquiring initial sizes of a first video sub-display area, a second non-video sub-display area, a first passive trigger sub-display area and a first active trigger sub-display area, comprehensively calculating according to the initial sizes, the first video quantity, the second non-video quantity, the first passive trigger quantity, the first active control quantity and the size of display equipment to obtain the occupied sizes of a real-time display interface, a passive display interface and an active display interface in a fusion display interface, calculating by the following formula,
Figure 35166DEST_PATH_IMAGE002
wherein the content of the first and second substances,
Figure 702908DEST_PATH_IMAGE004
a first video quantity for a first video sub-display area,
Figure 965262DEST_PATH_IMAGE006
the initial size of the first video sub-display area,
Figure 755364DEST_PATH_IMAGE008
a second non-video quantity for a second non-video sub-display area,
Figure 775272DEST_PATH_IMAGE010
the initial size of the second non-video sub-display area,
Figure 981126DEST_PATH_IMAGE012
the first passive trigger number of the first passive trigger sub-display area,
Figure 97986DEST_PATH_IMAGE014
the initial size of the first passively triggered sub-display area,
Figure 324568DEST_PATH_IMAGE016
a first active control number for the first active trigger sub-display area,
Figure 35035DEST_PATH_IMAGE018
for the initial size of the first active trigger sub-display area,
Figure 903634DEST_PATH_IMAGE020
in order to display the size of the interface in the fusion display interface in real time,
Figure 812684DEST_PATH_IMAGE022
in order to account for the size of the passive display interface in the fusion display interface,
Figure 413430DEST_PATH_IMAGE024
in order to actively display the size of the interface in the fusion display interface,
Figure 735827DEST_PATH_IMAGE026
calculating a weight for the size;
if receiving the respective display instruction, allocating different display strategies to the real-time display interface, the passive display interface and the active display interface so that the display device displays different interfaces under different conditions, including:
configuring a first display strategy for the real-time display interface, wherein the first display strategy is to display the real-time display interface and hide the passive display interface and the active display interface when the passive display interface and the active display interface are not called;
configuring a second display strategy for the passive display interface, wherein the second display strategy is to call the passive display interface to display after any one passive trigger device is passively triggered, and hide the real-time display interface and the active display interface;
and configuring a third display strategy for the active display interface, wherein the third display strategy is to call the active display interface for displaying after judging that a worker actively calls the active display interface, and hide the real-time display interface and the passive display interface.
2. The artificial intelligence based substation auxiliary equipment online real-time monitoring method according to claim 1,
the classifying all the auxiliary devices of the transformer substation to obtain a real-time display device subset, a passive trigger device subset and an active control device subset, and eliminating the real-time display device subset, the passive trigger device subset and the active control device subset which are empty sets comprises the following steps:
acquiring a type label of each transformer substation auxiliary device, wherein each type label is any one of a real-time display label, a passive trigger label and an active control label;
establishing a real-time display equipment subset, a passive trigger equipment subset and an active control equipment subset, sequentially traversing the type label of each transformer substation auxiliary equipment, and classifying the transformer substation auxiliary equipment into the real-time display equipment subset, the passive trigger equipment subset or the active control equipment subset corresponding to the type label;
after all the auxiliary equipment of the transformer substation are judged and traversed, the number of type labels in the real-time display equipment subset, the passive trigger equipment subset or the active control equipment subset is respectively obtained, and if the type labels are judged to be an empty set, the corresponding display equipment subset, the passive trigger equipment subset and the active control equipment subset are removed.
3. The artificial intelligence based substation auxiliary equipment online real-time monitoring method according to claim 1,
if the real-time display equipment subset exists, establishing a real-time display interface corresponding to the real-time display equipment subset, and segmenting the real-time display interface according to the number of elements in the real-time display equipment subset to obtain a plurality of sub real-time display interfaces, wherein the method comprises the following steps:
after the real-time display equipment subset is judged to exist, establishing a first initial display interface corresponding to the size of the display equipment;
if the element types in the display equipment subset comprise video types and non-video types, segmenting the first initial display interface according to a first preset proportion to obtain a first video total display area and a first non-video total display area;
acquiring the element number of the video category to obtain a first video number, dividing the first video total display area into a plurality of first video sub-display areas according to the first video number, wherein each first video sub-display area has an initial size corresponding to the first video sub-display area;
acquiring the number of elements of the non-video type to obtain a second non-video number, and dividing the second non-video total display area into a plurality of second non-video sub-display areas according to the second non-video number, wherein each second non-video sub-display area has an initial size equal to that of the second non-video sub-display area;
and positioning the element data of the video type in a first video sub-display area for displaying, and positioning the element data of the non-video type in a second non-video sub-display area for displaying.
4. The artificial intelligence based online real-time monitoring method for auxiliary equipment of a substation according to claim 3, further comprising:
if the number of the first video sub-display areas is judged to be larger than the preset number of the first videos, the remaining occupied size of the second non-video sub-display areas is obtained, and the remaining occupied size is the area size obtained by subtracting all the second non-video sub-display areas from the total second non-video display area;
calculating according to the residual occupied size and the display size of the first video sub-display area to obtain the number of newly-built sub-areas of the second non-video sub-display area for establishing a third video sub-display area;
and establishing a plurality of third video sub-display areas in the second non-video sub-display area according to the number of the newly-established sub-areas, and displaying the element data of the corresponding video types in the third video sub-display areas.
5. The artificial intelligence based online real-time monitoring method for auxiliary equipment of a substation according to claim 4, further comprising:
calculating the sum of the number of the first video sub-display area and the third video sub-display area to obtain the total number of the sub-areas;
and if the total number of the sub-areas is less than the number of the element data of the video type, controlling the first video sub-display area and the third video sub-display area to be separated by a preset time period, and displaying the element data of different video types at random.
6. The artificial intelligence based substation auxiliary equipment online real-time monitoring method according to claim 5,
if the passive trigger equipment subset exists, establishing a passive display interface corresponding to the passive trigger equipment subset, and segmenting the passive display interface according to the number of elements in the passive trigger equipment subset to obtain a plurality of sub-trigger display interfaces, including:
after the passive trigger equipment subset is judged to exist, a second initial display interface corresponding to the size of the display equipment is established;
obtaining the number of elements of the passive trigger equipment subset to obtain a first passive trigger number, dividing the second initial display interface into a plurality of first passive trigger sub-display areas according to the first passive trigger number, wherein each first passive trigger sub-display area has an initial size corresponding to the first passive trigger sub-display area;
and displaying the element data in the passive trigger equipment subset in a first passive trigger sub-display area.
7. The artificial intelligence based substation auxiliary equipment online real-time monitoring method according to claim 6,
if the active control equipment subset exists, establishing an active display interface corresponding to the active control equipment subset, and segmenting the active display interface according to the number of elements in the active control equipment subset to obtain a plurality of sub-active display interfaces, wherein the method comprises the following steps:
after judging that the active control equipment subset exists, establishing a third initial display interface corresponding to the size of the display equipment;
obtaining the element number of the active control equipment subset to obtain a first active control number, dividing the third initial display interface into a plurality of first active trigger sub-display areas according to the first active control number, wherein each first active trigger sub-display area has an initial size corresponding to the first active trigger sub-display area;
and positioning the element data in the active control equipment subset in a first active trigger sub-display area for displaying.
8. The utility model provides an online real-time monitoring system of auxiliary assembly of transformer substation based on artificial intelligence which characterized in that includes:
the classification module is used for classifying all the auxiliary equipment of the transformer substation to obtain a real-time display equipment subset, a passive trigger equipment subset and an active control equipment subset, and removing the real-time display equipment subset, the passive trigger equipment subset and the active control equipment subset which are empty sets;
the first separation module is used for establishing a real-time display interface corresponding to the real-time display equipment subset if the real-time display equipment subset is judged to exist, and dividing the real-time display interface according to the number of elements in the real-time display equipment subset to obtain a plurality of sub real-time display interfaces;
the second partitioning module is used for establishing a passive display interface corresponding to the passive trigger equipment subset if the passive trigger equipment subset is judged to exist, and partitioning the passive display interface to obtain a plurality of sub-trigger display interfaces according to the number of elements in the passive trigger equipment subset;
the third separation module is used for establishing an active display interface corresponding to the active control equipment subset if the active control equipment subset is judged to exist, and dividing the active display interface to obtain a plurality of sub-active display interfaces according to the number of elements in the active control equipment subset;
the first display module is used for performing fusion processing on the real-time display interface, the passive display interface and the active display interface to obtain a fusion display interface according to the number of the sub real-time display interface, the sub real-time display interface and the sub active display interface if a fusion display instruction is received, and controlling display equipment to display the fusion display interface;
the second display module is used for distributing different display strategies to the real-time display interface, the passive display interface and the active display interface if respective display instructions are received, so that the display equipment can display different interfaces under different conditions;
if a fusion display instruction is received, fusion processing is carried out on the real-time display interface, the passive display interface and the active display interface according to the number of the sub real-time display interface, the sub real-time display interface and the sub active display interface to obtain a fusion display interface, and display equipment is controlled to display the fusion display interface, wherein the fusion display interface comprises:
counting the first video number of the first video sub-display area and the second non-video number of the second non-video sub-display area to obtain the number of sub real-time display interfaces;
counting the first passive trigger number of the first passive trigger sub-display area to obtain the number of passive display interfaces;
counting the first active control number of the first active trigger sub-display area to obtain the number of active display interfaces;
acquiring initial sizes of a first video sub-display area, a second non-video sub-display area, a first passive trigger sub-display area and a first active trigger sub-display area, performing comprehensive calculation according to the initial sizes, the first video quantity, the second non-video quantity, the first passive trigger quantity, the first active control quantity and the size of display equipment to obtain the sizes of a real-time display interface, a passive display interface and an active display interface in a fusion display interface, calculating by the following formula,
Figure 283483DEST_PATH_IMAGE028
wherein the content of the first and second substances,
Figure 374936DEST_PATH_IMAGE030
a first video quantity for a first video sub-display area,
Figure 615424DEST_PATH_IMAGE032
the initial size of the first video sub-display area,
Figure 831642DEST_PATH_IMAGE034
a second non-video quantity for a second non-video sub-display area,
Figure 510885DEST_PATH_IMAGE036
the initial size of the second non-video sub-display area,
Figure 456844DEST_PATH_IMAGE038
the first passive trigger number of the first passive trigger sub-display area,
Figure 868234DEST_PATH_IMAGE040
the initial size of the first passively triggered sub-display area,
Figure 899644DEST_PATH_IMAGE042
a first active control number for the first active trigger sub-display region,
Figure 789102DEST_PATH_IMAGE044
the initial size of the first active trigger sub-display area and the size of the real-time display interface in the fusion display interface,
Figure 855147DEST_PATH_IMAGE046
in order to account for the size of the passive display interface in the fusion display interface,
Figure 437438DEST_PATH_IMAGE048
in order to actively display the size of the interface in the fusion display interface,
Figure 221724DEST_PATH_IMAGE050
calculating a weight for the size;
if receiving the respective display instruction, allocating different display strategies to the real-time display interface, the passive display interface and the active display interface so that the display device displays different interfaces under different conditions, including:
configuring a first display strategy for the real-time display interface, wherein the first display strategy is to display the real-time display interface and hide the passive display interface and the active display interface when the passive display interface and the active display interface are not called;
configuring a second display strategy for the passive display interface, wherein the second display strategy is to call the passive display interface to display after any one passive trigger device is passively triggered, and hide the real-time display interface and the active display interface;
and configuring a third display strategy for the active display interface, wherein the third display strategy is to call the active display interface for displaying after judging that a worker actively calls the active display interface, and hide the real-time display interface and the passive display interface.
CN202210815832.3A 2022-07-12 2022-07-12 Transformer substation auxiliary equipment online real-time monitoring method and system based on artificial intelligence Active CN114942740B (en)

Priority Applications (1)

Application Number Priority Date Filing Date Title
CN202210815832.3A CN114942740B (en) 2022-07-12 2022-07-12 Transformer substation auxiliary equipment online real-time monitoring method and system based on artificial intelligence

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
CN202210815832.3A CN114942740B (en) 2022-07-12 2022-07-12 Transformer substation auxiliary equipment online real-time monitoring method and system based on artificial intelligence

Publications (2)

Publication Number Publication Date
CN114942740A CN114942740A (en) 2022-08-26
CN114942740B true CN114942740B (en) 2022-10-21

Family

ID=82911121

Family Applications (1)

Application Number Title Priority Date Filing Date
CN202210815832.3A Active CN114942740B (en) 2022-07-12 2022-07-12 Transformer substation auxiliary equipment online real-time monitoring method and system based on artificial intelligence

Country Status (1)

Country Link
CN (1) CN114942740B (en)

Citations (5)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN106787211A (en) * 2017-01-25 2017-05-31 国网新疆电力公司经济技术研究院 Three-dimensional visualization transformer station monitors warning system and application method on-line
CN109450100A (en) * 2018-12-21 2019-03-08 长园深瑞继保自动化有限公司 The not corresponding method of one secondary device of monitoring intelligent substation
CN112073679A (en) * 2020-05-26 2020-12-11 许继集团有限公司 Transformer substation equipment monitoring system based on three-dimensional technology and control method thereof
CN112068923A (en) * 2020-11-12 2020-12-11 武汉中科通达高新技术股份有限公司 Interface updating method and device
CN112288984A (en) * 2020-04-01 2021-01-29 刘禹岐 Three-dimensional visual unattended substation intelligent linkage system based on video fusion

Family Cites Families (8)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN104617665B (en) * 2015-01-07 2017-02-22 山东鲁能智能技术有限公司 Intelligent auxiliary monitoring system and method for substation
CN107193606B (en) * 2017-05-26 2020-12-11 北京小米移动软件有限公司 Application distribution method and device
CN108490267B (en) * 2018-03-12 2020-04-14 广东电网有限责任公司中山供电局 Display system for on-line monitoring data of power equipment
CN110196557B (en) * 2019-05-05 2023-09-26 深圳绿米联创科技有限公司 Equipment control method, device, mobile terminal and storage medium
GB2587351A (en) * 2019-09-23 2021-03-31 Samsung Electronics Co Ltd A system for displaying content information
CN116745860A (en) * 2020-12-25 2023-09-12 深圳迈瑞生物医疗电子股份有限公司 Medical equipment management method and related equipment
US11355043B1 (en) * 2021-02-18 2022-06-07 Facebook Technologies, Llc Dynamically driving multiple portions of display device with different duty cycles
CN114328671A (en) * 2021-12-31 2022-04-12 佛山技研智联科技有限公司 Multi-device compatible operation process monitoring method, device, equipment and medium

Patent Citations (5)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN106787211A (en) * 2017-01-25 2017-05-31 国网新疆电力公司经济技术研究院 Three-dimensional visualization transformer station monitors warning system and application method on-line
CN109450100A (en) * 2018-12-21 2019-03-08 长园深瑞继保自动化有限公司 The not corresponding method of one secondary device of monitoring intelligent substation
CN112288984A (en) * 2020-04-01 2021-01-29 刘禹岐 Three-dimensional visual unattended substation intelligent linkage system based on video fusion
CN112073679A (en) * 2020-05-26 2020-12-11 许继集团有限公司 Transformer substation equipment monitoring system based on three-dimensional technology and control method thereof
CN112068923A (en) * 2020-11-12 2020-12-11 武汉中科通达高新技术股份有限公司 Interface updating method and device

Also Published As

Publication number Publication date
CN114942740A (en) 2022-08-26

Similar Documents

Publication Publication Date Title
EP2009604B1 (en) A security device and system
US20180247265A1 (en) Task grouping method and apparatus, electronic device, and computer storage medium
CN114676862B (en) Visual operation and maintenance management method and system for data center
CN110348519A (en) Financial product cheats recognition methods and the device of clique
CN110619308A (en) Aisle sundry detection method, device, system and equipment
CN107509119A (en) A kind of monitoring alarm method and device
CN109697392A (en) Draw the method and device of target object thermodynamic chart
CN113947754A (en) Vision-based ship machinery running state monitoring method and system and storage medium
CN114942740B (en) Transformer substation auxiliary equipment online real-time monitoring method and system based on artificial intelligence
CN111228706A (en) GIS-based building interior fire fighting equipment control method and device
CN110659898B (en) Data control method, device and storage medium
CN116304250B (en) Intelligent rule engine management method and system based on visual operation
CN113379163A (en) Teaching assistance method, teaching assistance device, and storage medium
CN110505438A (en) A kind of acquisition methods and video camera of data queued
CN114663261B (en) Data processing method suitable for training and examination system
CN116471384A (en) Control method and control device of unattended store monitoring system
CN113157526B (en) Log auditing system based on power monitoring system
CN112216073B (en) Ladder violation operation warning method and device
CN114359783A (en) Abnormal event detection method, device and equipment
CN114005060A (en) Image data determining method and device
CN115988273B (en) State monitoring method, device and medium for video monitoring device
CN110796044A (en) Target area security monitoring method and device
CN111723169A (en) Map display method and device, electronic equipment and storage medium
CN115081944B (en) Data synchronization method and platform suitable for integrated field mobile detection equipment
CN112422949A (en) Method and device for detecting visual angle change of camera

Legal Events

Date Code Title Description
PB01 Publication
PB01 Publication
SE01 Entry into force of request for substantive examination
SE01 Entry into force of request for substantive examination
GR01 Patent grant
GR01 Patent grant