CN111754185A - Wind power plant survey data processing system, method, equipment and storage medium - Google Patents
Wind power plant survey data processing system, method, equipment and storage medium Download PDFInfo
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Abstract
The application provides a wind power plant survey data processing system, method, device and storage medium. The wind farm survey data processing system comprises a data center layer and a service layer which are in communication connection; the data center layer is used for acquiring and storing survey data and planning data of the target area through the Internet; a service layer for determining location characteristics of survey data and location characteristics of planning data; respectively importing the survey data and the planning data into a map model according to the position characteristics of the survey data and the position characteristics of the planning data; the survey data and the planning data in the map model are data-correlated based on the location features of the survey data and the location features of the planning data. The survey data and the planning data are transmitted, stored and shared in batches through the internet, under the condition that a hardware medium is not used, professional software and browser plug-ins are not additionally installed, and when the data volume is large, the transmission, storage and sharing efficiency and convenience can be greatly improved.
Description
Technical Field
The application relates to the technical field of data processing, in particular to a wind power plant survey data processing system, method, device and storage medium.
Background
The unmanned aerial vehicle-assisted wind farm early-stage site selection and reconnaissance technology is gradually applied to wind turbine manufacturers, design houses and wind farm developers so as to reduce the reconnaissance risk of early-stage reconnaissance personnel. Survey through unmanned aerial vehicle auxiliary wind-powered electricity generation field and need carry unmanned aerial vehicle to wind-powered electricity generation field area periphery by the site survey engineer, perhaps near the fan site of selecting, control unmanned aerial vehicle and fly to surveying regional overhead, utilize the digital camera equipment of high definition that unmanned aerial vehicle carried to acquire on-the-spot image data, the image data of acquireing through unmanned aerial vehicle all saves in unmanned aerial vehicle or computer memory.
However, when the amount of data is large, the above method is inconvenient to manage and easy to lose. The wind power plant surveys the project quantity in earlier stage great, and the wind resource engineer who participates in the site survey is numerous, and the unmanned aerial vehicle data that is obtained by the engineer often only keeps in own hard disk, because of project or personnel change, causes the data loss very easily.
Disclosure of Invention
The application provides a wind power plant survey data processing system, method, device and storage medium aiming at the defects of the existing mode, and aims to solve the technical problem that the data volume is large and management is inconvenient in the prior art.
In a first aspect, the embodiment of the application provides a wind farm survey data processing system, which comprises a data center layer and a service layer which are in communication connection;
the data center layer is used for acquiring and storing survey data and planning data of the target area through the Internet;
a service layer for determining location characteristics of survey data and location characteristics of planning data; respectively importing the survey data and the planning data into a map model according to the position characteristics of the survey data and the position characteristics of the planning data; the survey data and the planning data in the map model are data-correlated based on the location features of the survey data and the location features of the planning data.
In a second aspect, an embodiment of the present application provides a method for processing survey data of a wind farm, including:
acquiring and storing survey data and planning data of a target area through the Internet;
determining location features of the survey data and location features of the planning data;
respectively importing the survey data and the planning data into a pre-created map model according to the position characteristics of the survey data and the position characteristics of the planning data;
the survey data and the planning data in the map model are associated based on the location features of the survey data and the location features of the planning data.
In a third aspect, an embodiment of the present application provides a wind farm survey data processing device, including: a memory storing a computer program for execution by the processor to implement the method of processing wind farm survey data as provided by the second aspect of the embodiments of the present application, and a processor.
In a fourth aspect, embodiments of the present application provide a computer-readable storage medium storing a computer program which, when executed by a processor, implements the method for processing wind farm survey data provided by the second aspect of embodiments of the present application.
The technical scheme provided by the embodiment of the application at least has the following beneficial effects:
1) the lightweight GIS platform is constructed based on a data center layer, a service layer and the Internet, batch transmission, storage, sharing and the like of survey data and planning data are realized through the Internet, the efficiency and the convenience of transmission, storage and sharing can be greatly improved when the data volume is large under the conditions that hardware media such as a mobile hard disk and a U disk are not used, professional software and browser plug-ins are not additionally installed, meanwhile, data are not easy to lose, and the safety is high.
2) The survey data and the planning data can be automatically positioned to the map model based on the position characteristics of the survey data and the planning data and are mutually associated, so that the survey data and the planning data are matched, the matching efficiency and the accuracy are high, and the association between the survey data and the planning data can be more intuitively and accurately known.
3) The survey data and planning data are not limited in data type, and multiple types of survey data and planning data can be simultaneously transmitted, stored and processed.
Additional aspects and advantages of the present application will be set forth in part in the description which follows and, in part, will be obvious from the description, or may be learned by practice of the present application.
Drawings
The foregoing and/or additional aspects and advantages of the present application will become apparent and readily appreciated from the following description of the embodiments, taken in conjunction with the accompanying drawings of which:
FIG. 1 is a schematic structural framework diagram of a wind farm survey data processing system provided by an embodiment of the application;
FIG. 2 is a schematic structural framework diagram of another wind farm survey data processing system provided by an embodiment of the application;
FIG. 3 is a schematic flow chart of a method for processing survey data of a wind farm according to an embodiment of the present application;
FIG. 4 is a partial schematic flow chart of another wind farm survey data processing method provided by the embodiment of the application;
FIG. 5 is a partial schematic flow chart of another wind farm survey data processing method provided by the embodiments of the present application;
FIG. 6 is a schematic structural framework diagram of a wind farm survey data processing device according to an embodiment of the present application.
Detailed Description
Reference will now be made in detail to the present application, examples of which are illustrated in the accompanying drawings, wherein like reference numerals refer to the same or similar parts or parts having the same or similar functions throughout. In addition, if a detailed description of the known art is not necessary for illustrating the features of the present application, it is omitted. The embodiments described below with reference to the drawings are exemplary only for the purpose of explaining the present application and are not to be construed as limiting the present application.
It will be understood by those within the art that, unless otherwise defined, all terms (including technical and scientific terms) used herein have the same meaning as commonly understood by one of ordinary skill in the art to which this application belongs. It will be further understood that terms, such as those defined in commonly used dictionaries, should be interpreted as having a meaning that is consistent with their meaning in the context of the prior art and will not be interpreted in an idealized or overly formal sense unless expressly so defined herein.
As used herein, the singular forms "a", "an", "the" and "the" are intended to include the plural forms as well, unless the context clearly indicates otherwise. It will be further understood that the terms "comprises" and/or "comprising," when used in this specification, specify the presence of stated features, integers, steps, operations, elements, and/or components, but do not preclude the presence or addition of one or more other features, integers, steps, operations, elements, components, and/or groups thereof. It will be understood that when an element is referred to as being "connected" or "coupled" to another element, it can be directly connected or coupled to the other element or intervening elements may also be present. Further, "connected" or "coupled" as used herein may include wirelessly connected or wirelessly coupled. As used herein, the term "and/or" includes all or any element and all combinations of one or more of the associated listed items.
The terms referred to in this application will first be introduced and explained:
wind Farm (Wind Farm, WF): the wind energy is utilized and a series of wind generating sets are combined to utilize the wind energy to generate power.
Measured Topographic Map (MTM): the ground surface map is drawn according to an actual measurement map, geodetic measurement results are used as a control basis of a plane and an elevation, and the landform is generally represented by contour lines, can reflect the actual height and the fluctuation state of the ground surface, and has a certain stereoscopic impression.
Unmanned Aerial Vehicle (UAV): it refers to an unmanned aerial vehicle operated by a radio remote control device and a self-contained program control device.
Three-dimensional live-action Model (3D Real Scene Model): a digital camera is used for shooting the existing scene in multiple angles, and a three-dimensional model capable of reflecting the real scene is synthesized by a later three-dimensional modeling technology.
Real-time Image Transmission system (RIT): the images shot by the pan-tilt camera on the unmanned aerial vehicle are transmitted to ground equipment in real time so as to carry out ground real-time monitoring.
360 degree panorama (Panoramic): the method comprises the steps of capturing image information of a scene surrounding 360 degrees by using an unmanned aerial vehicle camera, splicing the images by using software, playing the images by using a special player, simulating a two-dimensional plane graph into a real three-dimensional space, and presenting the space to an observer. And provides various functions of manipulating images for the viewer, and can enlarge and reduce the images and move in various directions to watch the scene so as to achieve the effect of simulating and reproducing the real environment of the scene.
The following describes the technical solutions of the present application and how to solve the above technical problems with specific embodiments. 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. Embodiments of the present application will be described below with reference to the accompanying drawings.
The embodiment of the application provides a wind farm survey data processing system, and as shown in fig. 1, the wind farm survey data processing system 100 comprises a data center layer 101 and a service layer 102 which are connected in a communication mode.
The data center layer 101 is used for acquiring and storing survey data and planning data of a target area through the Internet; a service layer 102 for determining location characteristics of survey data and location characteristics of planning data; respectively importing the survey data and the planning data into a map model according to the position characteristics of the survey data and the position characteristics of the planning data; the survey data and the planning data in the map model are data-correlated based on the location features of the survey data and the location features of the planning data.
Optionally, the survey data includes image data of geographic features of the target area, and the planning data includes machine site arrangement data and anemometer tower arrangement data of the target area; the data center layer 101 is specifically configured to obtain and store image data of geographic features of a target area, machine location arrangement data of the target area, and anemometer tower arrangement data through the internet. The image data may include at least one of a photograph, a video, a two-dimensional orthophoto image, a digital elevation model, a 360-degree panoramic image, and a three-dimensional live-action model.
Optionally, the survey data is data obtained by measuring the target area by a surveying device, and the surveying device may be a satellite remote sensing device or an unmanned aerial vehicle equipped with a high-definition camera and a real-time image transmission system. The photos and videos included in the image data can be obtained by shooting with a high-definition camera on the unmanned aerial vehicle, and are transmitted to the wind farm survey data processing system 100 provided in the embodiment of the present application by a real-time image transmission system on the unmanned aerial vehicle, and the two-dimensional ortho-images, the digital elevation model, the 360-degree panoramic image, the three-dimensional live-action model, and the like included in the image data can be obtained by processing the received photos or videos with the wind farm survey data processing system 100 (for example, the service layer 102 therein) provided in the embodiment of the present application, and a specific processing method thereof is the existing one, and is not described herein.
Optionally, the unmanned aerial vehicle may further include an image processing system, and the two-dimensional ortho image, the digital elevation model, the 360-degree panoramic image, the three-dimensional live-action model, and the like included in the image data may be obtained by processing a photo or a video obtained by shooting with the high-definition camera by the real-time image processing system on the unmanned aerial vehicle, and then transmitted to the wind farm survey data processing system 100 provided in the embodiment of the present application through the real-time image transmission system.
Optionally, the data center layer 101 is also used to acquire and store survey report templates for the target area.
Optionally, the data center layer 101 may also provide uploading, storage, and management of other spatial data or text data; the spatial data may include basic geographic data (such as map model data) as shown in fig. 2, terrain data (such as ground elevation data generated by the image data processing), a tilt model (a geographic model formed by a tilt photography technique), and the like, and the text data may include data in a plurality of text formats, such as word format, excel format, csv format, kmz format, and the like. The spatial data or text data referred to by the data center layer 101 may be service data covering a plurality of services.
Optionally, the service layer 102 may also be used to provide other survey services, such as three-dimensional navigation of maps, survey services, data analysis services, map services, query services, location services, site selection services, and the like, as shown in FIG. 2.
Optionally, as shown in fig. 2, the wind farm survey data processing system 100 further comprises an application layer 103 communicatively connected to the server layer; an application layer 103 for importing planning data into a survey report template; and leading the associated survey data into the position corresponding to the planning data in the survey report template to form a survey report.
Optionally, the application layer 103 is further configured to: generating access information for the survey report upon receiving a report issuance instruction; issuing access information to a specified user terminal on line through the Internet; when access operation to the access information is received, sending a survey report to a user terminal through the Internet; the access information comprises any one of a webpage link, a two-dimensional code and an access password.
Optionally, the application layer 103 implements the above functions by providing related applications, and in addition, the application layer 103 may also provide applications oriented to one or more of the following services: survey project management, project member management, survey data management, data retrieval queries, tagging, three-dimensional visualization, and the like.
Optionally, the user terminal is located at the user layer 104 shown in fig. 2, and is used for providing a direct interactive interface for the user, through which the user can perform access operation on the access information and access the survey report, and the user terminal includes a computer terminal suitable for the user in the enterprise and a mobile phone terminal suitable for the user in the social enterprise.
Optionally, as shown in fig. 2, the wind farm survey data processing system 100 provided by the embodiment of the present application further includes an infrastructure layer 105, the data center layer 101 accesses the internet through the infrastructure layer 105, and the service layer 102 and the application layer 103 are connected to the infrastructure layer 105 in a communication manner.
Optionally, as shown in fig. 2, the infrastructure layer 105 includes: a data server, a WEB (internet) server, a GIS (Geographic Information System) server, a data load balancer, a WEB load balancer, and a GIS load balancer.
The data server is in communication connection with the data center layer 101 and is used for realizing data storage; the WEB server is in communication connection with the data center layer 101, the service layer 102 and the application layer 103 and is used for realizing internet transmission of data; the GIS server is in communication connection with the service layer 102 and the application layer 103 and is used for realizing online processing of data.
The data load balancer is connected with the data servers and used for allocating the working loads of the data servers; the WEB load balancer is connected with the plurality of WEB servers and used for allocating the working loads of the plurality of WEB servers; and the GIS load balancer is connected with the plurality of GIS servers and used for allocating the working loads of the plurality of GIS servers. The data load balancer, the WEB load balancer and the GIS load balancer can balance and order the allocated servers.
Alternatively, the GIS server may implement various online processing of data, such as: determining location features of the survey data and location features of the planning data; respectively importing the survey data and the planning data into a map model according to the position characteristics of the survey data and the position characteristics of the planning data; the survey data and the planning data in the map model are data-correlated based on the location features of the survey data and the location features of the planning data.
In an optional embodiment, the infrastructure layer 105 further comprises a backup server for backing up data.
By applying the wind power plant survey data processing system 100 provided by the embodiment of the application, at least the following beneficial effects can be realized:
1) the lightweight GIS platform is constructed based on a data center layer, a service layer and the Internet, batch transmission, storage, sharing and the like of survey data and planning data are realized through the Internet, the efficiency and the convenience of transmission, storage and sharing can be greatly improved when the data volume is large under the conditions that hardware media such as a mobile hard disk and a U disk are not used, professional software and browser plug-ins are not additionally installed, meanwhile, data are not easy to lose, and the safety is high.
2) The wind power plant survey data processing system provided by the embodiment of the application can simultaneously support various types of survey data and planning data, can support transmission, storage and processing of text data, and can also support transmission, storage and processing of various image data.
3) According to the wind power plant survey data processing system, related information can be shared to the user layer through the application layer and the internet, and the information is presented to the third-party user through the user terminal in the user layer, so that the sharing efficiency is high, and the intuition is strong.
The working principle and the beneficial effects of the wind farm survey data processing system provided by the embodiment of the application can further refer to the introduction of the subsequent wind farm survey data processing method, and are not repeated herein.
Based on the same inventive concept, the embodiment of the present application provides a wind farm survey data processing method, which can be applied to the wind farm survey data processing system provided by the embodiment of the present application, and as shown in fig. 3, the wind farm survey data processing method includes:
and S301, acquiring and storing survey data and planning data of the target area through the Internet.
Optionally, the survey data includes image data of geographic features of the target area, and the planning data includes machine site configuration data and anemometer tower configuration data of the target area. The target area can be the whole field area of a certain wind power plant, or the field area of any part of a certain wind power plant, and the range of the target area can be selected according to the actual survey requirement.
Optionally, the image data of the geographic features of the target area, the machine location arrangement data of the target area and the wind measuring tower arrangement data are obtained through the internet and stored.
Optionally, the image data may include at least one of a photograph, a video, a two-dimensional orthophoto image, a digital elevation model, a 360-degree panoramic image, and a three-dimensional live-action model; compared with a simple image (such as a photo or a video), the three-dimensional real-scene model can realize the measurement of the ground features, and the 360-degree panoramic image can realize the omnibearing ground feature survey.
Optionally, the machine location arrangement data includes a specific installation position of the wind generating set in the selected target area and a position number corresponding to the specific installation position, and the anemometer tower arrangement data is a specific installation position of the anemometer tower in the selected target area and a position number corresponding to the specific installation position.
In an alternative embodiment, the planning data may include, in addition to the airport location and anemometer tower placement data, field information for the target area (e.g., geological conditions or other relevant information for the target area), road survey information, and the like.
Optionally, storing the image data into a storage unit corresponding to the item or the related person; the image data includes at least one of a photograph, a video, a two-dimensional ortho image, a digital elevation model, a 360-degree panoramic image, and a three-dimensional live-action model. The data can be stored based on the WEB server.
The storage subunits of each stage of the project can be arranged in the belonged project, each data can directly correspond to each stage of the belonged project, the data structure is clear, and subsequent collection management and data tracing are facilitated.
S302, the position characteristics of the survey data and the position characteristics of the planning data are determined.
Optionally, coordinate locations in the survey data and coordinate locations in the planning data are identified.
And S303, importing the survey data and the planning data into a map model which is created in advance according to the position characteristics of the survey data and the position characteristics of the planning data.
Optionally, the survey data and the planning data are imported into a pre-created map model respectively and automatically located to the coordinate positions in the map model according to the coordinate positions in the survey data and the coordinate positions in the planning data. The map model can be used for visually observing the matching degree of the survey data and the planning data, so that the survey data and the planning data of a certain specified position can be conveniently acquired, and workers can be helped to know the condition of a surveyed target area more visually.
Alternatively, the map model may be created by any one of the following: data such as a topographic map, a ground texture and an elevation of a target range (such as a certain area or a global range) measured by equipment such as an unmanned aerial vehicle or a satellite are integrated or superposed; or call an existing map model provided by a map vendor. The type of the map model is not limited in the embodiments of the present application, and may be, for example, a two-dimensional map model or a three-dimensional map model, and when integrating or overlaying data such as a topographic map, a ground texture, and an elevation, a specific integrating or overlaying process thereof may be understood by those skilled in the art, which is not described herein again.
And S304, correlating the survey data and the planning data in the map model according to the position characteristics of the survey data and the position characteristics of the planning data.
Optionally, determining a distance between the coordinate locations in the survey data and the coordinate locations in the planning data; an association between the survey data and the planning data corresponding to a set of coordinate locations closest to each other is established.
Optionally, the coordinate position of the image data of the geographic features of the target area and the distance between the machine site arrangement data and the coordinate position of the anemometer tower arrangement data are determined, and the association relationship between the image data corresponding to a group of coordinate positions with the closest distance and the machine site arrangement data and the anemometer tower arrangement data is established.
And data association is carried out based on the nearest matching principle, so that automatic association and matching of image data, machine site arrangement data and exhaust tower arrangement data can be realized.
Optionally, as shown in fig. 4, the method for processing survey data of a wind farm provided by the embodiment of the present application further includes, on the basis of the above steps S301 to S304, the following steps S401 and S402:
s401, acquiring and storing a survey report template of the target area, and importing planning data into the survey report template.
Alternatively, a survey report template may be automatically constructed based on user input, the survey report template including the following modules to be loaded with information: the system comprises a machine position surveying module and a anemometer tower surveying module; importing planning data into a survey report template includes: and leading the machine site arrangement data into a machine site surveying module, and leading the anemometer tower arrangement data into a anemometer tower surveying module.
In an alternative embodiment, the survey report template may further include a report schema (e.g., an overall description of the report) and at least one module to be loaded with information such as: a wind power plant module, a road survey module and other risk investigation modules; in the embodiment of the present application, the field information and the road survey information of the target area may be further introduced into the wind farm module and the road survey module, respectively, and other risk troubleshooting information that may be involved may be introduced into other risk troubleshooting modules.
And S402, importing the associated survey data into a position corresponding to the planning data in a survey report template to form a survey report.
Optionally, the image data of the geographic features of the target area are respectively imported into positions, corresponding to the machine position arrangement data and the anemometer tower arrangement data, in the survey report template.
Optionally, as shown in fig. 5, the method for processing survey data of a wind farm provided by the embodiment of the present application, after the step S402, further includes the following steps S403 to S405:
s403, generating access information aiming at the survey report when receiving the report issuing command; the access information comprises any one of a webpage link, a two-dimensional code and an access password.
S404, the access information is published to the appointed user terminal on line through the internet.
The type of the user terminal is as described above, and details are not described here, and the access information issued to the user terminal can be presented to the user through the interactive interface provided by the user terminal, and the access operation of the user to the access information can be accepted through the interactive interface, such as clicking a link, scanning a two-dimensional code, or inputting an access password.
And S405, when the access operation of the access information is received, sending a survey report to the user terminal through the Internet.
Optionally, the sent survey report is in the form of a web page, which is convenient for online display, and a user can browse the web page form of the survey report online through the user terminal.
The traditional display mode is based on word or excel and other text formats, image data cannot be well imported into the text formats in the traditional display mode, for example, in the process of adding the image data into a survey report of the word format, the resolution of the image data is reduced, and meanwhile, a panoramic image cannot be inserted to realize 360-degree multi-angle browsing, so that the field situation cannot be accurately reflected; the survey report in the embodiment of the application is displayed in a webpage form, so that online browsing is facilitated, and image data (such as a 360-degree panoramic image) is added to the survey report, so that the survey report is more visual.
The survey report sent to the user terminal can be displayed to the user through the interactive interface provided by the user terminal, the user can check the displayed survey report only by linking the browser of the internet, sharing is facilitated, the user can accurately analyze the field condition, risk factors and the like according to the survey report, data interactivity is good, and the utilization rate is high.
In an optional embodiment, the user terminal can also receive the operations of modifying, storing, plotting and the like of the survey report by the user through an interactive interface of the user terminal, does not need to install any third-party plug-in, and is high in interactivity.
The method and the device for surveying the wind power field are applicable to road surveying or other surveying scenes besides field surveying of the wind power field.
By applying the method for processing the survey data of the wind power plant, at least the following beneficial effects can be realized:
1) the survey data and the planning data can be transmitted, stored and shared in batches based on WEB, the efficiency and the convenience of transmission, storage and sharing can be greatly improved when the data volume is large under the conditions that hardware media such as a mobile hard disk and a U disk are not used, professional software and browser plug-ins are not additionally installed, meanwhile, the data is not easy to lose, and the safety is high.
2) The method for processing the survey data of the wind power plant can simultaneously support various types of survey data and planning data, can support transmission, storage and processing of text data, and can also support transmission, storage and processing of various image data.
3) The survey data and the planning data can be automatically positioned to the map model based on the position characteristics of the survey data and the planning data and are mutually associated, so that the survey data and the planning data are matched, the matching efficiency and the accuracy are high, and the association between the survey data and the planning data can be more intuitively and accurately known.
4) According to the wind power plant survey data processing method, the related information can be shared to the user layer through the application layer and the internet, the information is presented to the third-party user through the user terminal in the user layer, complicated mail sending or a hardware-based transmission process is omitted, the sharing efficiency and convenience are greatly improved, remote sharing is facilitated, and the intuition is strong.
5) The data in the embodiment of the application can be stored in the storage unit by the item or the related personnel, the storage subunits in each stage can be specifically arranged under the item, the data structure is clear, unified and ordered management on the data can be realized, and the data has the characteristic of traceability.
6) The survey report that forms in this application embodiment can show by the webpage form, is convenient for realize WEB-based online show and online browse, also is convenient for add image data (like 360 degrees panoramic images) to surveying in the report, and image data in surveying the report can show by original resolution ratio, reduces the loss of resolution ratio, can reflect the site conditions more accurately and omnidirectionally to reduce the waste of information, and help realizing surveying the accurate of target area in the wind-powered electricity generation field.
Based on the same inventive concept, the embodiment of the present application provides a wind farm survey data processing device, as shown in fig. 6, the wind farm survey data processing device 600 includes: a memory 601 and a processor 602, the memory 601 being electrically connected to the processor 602.
The memory 601 in the embodiment of the present application has a computer program stored thereon, and the computer program is executed by the processor 602 to implement the method for processing the survey data of the wind farm provided by the embodiment of the present application.
The Memory 601 in the embodiments of the present application may be a ROM (Read-Only Memory) or other type of static storage device that can store static information and instructions, which may be, but is not limited to, RAM (Random Access Memory) or other type of dynamic storage device that can store information and instructions, EEPROM (Electrically Erasable Programmable Read Only Memory), CD-ROM (Compact Disc Read-Only Memory) or other optical disk storage, optical disk storage (including Compact Disc, laser Disc, optical Disc, digital versatile Disc, blu-ray Disc, etc.), magnetic disk storage media or other magnetic storage devices, or any other medium that can be used to carry or store desired program code in the form of instructions or data structures and that can be accessed by a computer.
The Processor 602 in this embodiment may be a CPU (Central Processing Unit), a general-purpose Processor, a DSP (Digital Signal Processor), an ASIC (application specific Integrated Circuit), an FPGA (Field Programmable gate array), or other Programmable logic device, a transistor logic device, a hardware component, or any combination thereof. Which may implement or perform the various illustrative logical blocks, modules, and circuits described in connection with the disclosure. The processor 602 may also be a combination of computing functions, e.g., comprising one or more microprocessors, a combination of a DSP and a microprocessor, or the like.
It will be appreciated by those skilled in the art that the wind farm survey data processing apparatus 600 provided by the embodiments of the present application may be specially designed and manufactured for the required purposes, or may comprise known equipment in a general purpose computer. These devices have stored therein computer programs that are selectively activated or reconfigured. Such a computer program may be stored in a device (e.g., computer) readable medium or in any type of medium suitable for storing electronic instructions and respectively coupled to a bus.
The wind farm survey data processing device 600 provided by the embodiment of the application has the same inventive concept and the same beneficial effects as the embodiments described above, and the contents not shown in detail in the wind farm survey data processing device 600 may refer to the embodiments described above, and are not described again here.
Based on the same inventive concept, the embodiment of the present application provides a computer-readable storage medium, on which a computer program is stored, and the computer program is executed by a processor to implement the wind farm survey data processing method provided by the embodiment of the present application.
The computer readable medium includes, but is not limited to, any type of disk including floppy disks, hard disks, optical disks, CD-ROMs, and magneto-optical disks, ROMs, RAMs, EPROMs (Erasable Programmable Read-Only Memory), EEPROMs, flash Memory, magnetic cards, or fiber optic cards. That is, a readable medium includes any medium that stores or transmits information in a form readable by a device (e.g., a computer).
The computer-readable storage medium provided in the embodiments of the present application has the same inventive concept and the same advantages as the embodiments described above, and contents not shown in detail in the computer-readable storage medium may refer to the embodiments described above, and are not described herein again.
Those of skill in the art will appreciate that the various operations, methods, steps in the processes, acts, or solutions discussed in this application can be interchanged, modified, combined, or eliminated. Further, other steps, measures, or schemes in various operations, methods, or flows that have been discussed in this application can be alternated, altered, rearranged, broken down, combined, or deleted. Further, steps, measures, schemes in the prior art having various operations, methods, procedures disclosed in the present application may also be alternated, modified, rearranged, decomposed, combined, or deleted.
The terms "first", "second" and "first" are used for descriptive purposes only and are not to be construed as indicating or implying relative importance or implicitly indicating the number of technical features indicated. Thus, a feature defined as "first" or "second" may explicitly or implicitly include one or more of that feature. In the description of the present invention, "a plurality" means two or more unless otherwise specified.
It should be understood that, although the steps in the flowcharts of the figures are shown in order as indicated by the arrows, the steps are not necessarily performed in order as indicated by the arrows. The steps are not performed in the exact order shown and may be performed in other orders unless explicitly stated herein. Moreover, at least a portion of the steps in the flow chart of the figure may include multiple sub-steps or multiple stages, which are not necessarily performed at the same time, but may be performed at different times, which are not necessarily performed in sequence, but may be performed alternately or alternately with other steps or at least a portion of the sub-steps or stages of other steps.
The foregoing is only a partial embodiment of the present application, and it should be noted that, for those skilled in the art, several modifications and decorations can be made without departing from the principle of the present application, and these modifications and decorations should also be regarded as the protection scope of the present application.
Claims (13)
1. A wind farm survey data processing system comprising a data center layer and a service layer communicatively connected;
the data center layer is used for acquiring and storing survey data and planning data of a target area through the Internet;
the service layer is used for determining the position characteristics of the survey data and the position characteristics of the planning data; importing the survey data and the planning data into a map model according to the position characteristics of the survey data and the position characteristics of the planning data respectively; data correlating the survey data and the planning data in the map model based on the location features of the survey data and the location features of the planning data.
2. A wind farm survey data processing system according to claim 1,
the data center layer is also used for acquiring and storing a survey report template of the target area;
the data processing system further comprises an application layer in communicative connection with the server layer;
the application layer is used for importing the planning data into the survey report template; and leading the associated survey data into the position corresponding to the planning data in the survey report template to form a survey report.
3. A wind farm survey data processing system according to claim 2,
the application layer is further configured to: generating access information for the survey report upon receiving a report issuance instruction; the access information is published to a specified user terminal on line through the internet; when access operation on the access information is received, the survey report is sent to the user layer terminal through the Internet; the access information comprises any one of a webpage link, a two-dimensional code and an access password.
4. A wind farm survey data processing system according to claim 2 or 3, further comprising an infrastructure layer, the data centre layer accessing the Internet through the infrastructure layer, the service layer and the application layer being communicatively connected to the infrastructure layer;
the survey data comprises image data of geographic features of the target area, and the planning data comprises machine position arrangement data and anemometer tower arrangement data of the target area;
and the data center layer is specifically used for acquiring and storing the image data of the geographic features of the target area, the machine site arrangement data and the anemometer tower arrangement data through the internet.
5. A wind farm survey data processing system according to claim 4,
the infrastructure layer includes: the system comprises a data server, an internet server, a geographic information system server, a data load balancer, an internet load balancer and a geographic information system load balancer;
the data server is in communication connection with the data center layer and is used for realizing data storage;
the internet server is in communication connection with the data center layer, the service layer and the application layer and is used for realizing internet transmission of data;
the geographic information system server is in communication connection with the service layer and the application layer and is used for realizing online processing of data;
the data load balancer is connected with the data servers and used for allocating the working loads of the data servers;
the internet load balancer is connected with the plurality of internet servers and is used for allocating the working loads of the plurality of internet servers;
the geographic information system load balancer is connected with the multiple geographic information system servers and used for allocating the working loads of the multiple geographic information system servers.
6. A wind farm survey data processing method is characterized by comprising the following steps:
acquiring and storing survey data and planning data of a target area through the Internet;
determining location features of the survey data and location features of the planning data;
importing the survey data and the planning data into a pre-created map model according to the position characteristics of the survey data and the position characteristics of the planning data respectively;
correlating the survey data and the planning data in the map model based on the location features of the survey data and the location features of the planning data.
7. A wind farm survey data processing method according to claim 6, further comprising:
acquiring and storing a survey report template of the target area, and importing the planning data into the survey report template;
and leading the associated survey data into the position corresponding to the planning data in the survey report template to form a survey report.
8. A wind farm survey data processing method according to claim 7, further comprising, after said forming a survey report:
generating access information for the survey report upon receiving a report issuance instruction; the access information comprises any one of a webpage link, a two-dimensional code and an access password;
the access information is published to a specified user terminal on line through the internet;
and when the access operation of the access information is received, sending the survey report to the user terminal through the Internet.
9. A wind farm survey data processing method according to any of claims 6 to 8, wherein the survey data comprises imagery data of geographical features of the target area and the planning data comprises machine site spread data and anemometer tower spread data of the target area;
and the survey data and planning data of the target area are acquired and stored through the internet, and the method comprises the following steps:
and acquiring and storing the image data of the geographic features of the target area, the machine site arrangement data and the anemometer tower arrangement data through the Internet.
10. A wind farm survey data processing method according to claim 9, wherein said obtaining and storing image data of geographical features of said target wind area via said internet further comprises:
storing the image data into a storage unit corresponding to the item or the related person; the image data includes at least one of a photograph, a video, a two-dimensional ortho image, a digital elevation model, a 360-degree panoramic image, and a three-dimensional live-action model.
11. A wind farm survey data processing method according to any of claims 6 to 8, wherein the determining location characteristics of the survey data and the planning data comprises:
identifying coordinate locations in the survey data and coordinate locations in the planning data;
and, said data correlating said survey data and said planning data in said map model based on location characteristics of said survey data and location characteristics of said planning data, comprising:
determining a distance between the coordinate locations in the survey data and the coordinate locations in the planning data;
an association between the survey data and the planning data corresponding to a set of coordinate locations closest to each other is established.
12. A wind farm survey data processing apparatus, comprising: a memory and a processor, the memory storing a computer program for execution by the processor to implement a wind farm survey data processing method according to any of claims 6 to 11.
13. A computer-readable storage medium, characterized in that a computer program is stored which, when being executed by a processor, carries out the wind farm survey data processing method of any one of claims 6 to 11.
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