CN110737738A - energy loss prevention early warning system based on GIS and big data analysis - Google Patents
energy loss prevention early warning system based on GIS and big data analysis Download PDFInfo
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Abstract
The invention discloses an early warning system for energy loss prevention based on GIS and big data analysis, which relates to the technical field of energy loss prevention systems and comprises two big application systems, namely an inspection monitoring system and a pipe network GIS system, and four logic framework units, namely a business application unit, a service unit, a data unit and an infrastructure unit, wherein the business application unit, the service unit, the data unit and the infrastructure unit are mutually associated, the inspection monitoring system is mutually associated with a path planning and positioning module, a track playback module, a work order module and an information pushing module, the pipe network GIS system is mutually associated with a GIS metadata management module, a simulation excavation module and a data unit, and the service unit, the data unit, a user access unit, an information transmission unit and a data storage unit are mutually associated, so that the inspection quality is greatly improved, the implementation situation is mastered in real time, and the investment of human resources is reduced.
Description
Technical Field
The invention belongs to the technical field of energy loss stopping systems, and particularly relates to energy loss stopping early warning systems based on GIS and big data analysis.
Background
In recent years, the construction and development of town unit parks are rapid, the infrastructure is gradually perfect, the overall appearance is gradually improved, but the problem of 'heavy ground and light ground' in urban construction is more prominent, so that underground pipe network facilities cannot follow the requirement of urban development, the road is frequently excavated, the daily life of urban residents is influenced, and the development of social economy is further restricted.
The pipe network production management system is a city municipal foundation project with high integration and strong scientificity which is commonly adopted in developed cities in the world at present, and lays a foundation for long-term development of cities. The system provides centralized visual management for various pipelines (water supply, heat, gas, rainwater, sewage, electric power, telecommunication and the like) in the city. The working efficiency, the economic benefit, the management level and the service quality of urban construction can be greatly improved, and the urban construction is advanced to the modernization.
At present, whether the underground water pipe network is damaged or not can not be timely known, underground water leakage can not be evaluated, the water leakage position can not be quickly known, and a large amount of energy is wasted.
The improper installation of different water pipeline pipe fittings, water communicating vessels, water valves , water elbows, tees and the like causes the loss of water resources.
Disclosure of Invention
The invention aims to provide energy loss prevention early warning systems based on GIS and big data analysis.
The energy loss prevention early warning system based on GIS and big data analysis comprises two big application systems which are respectively an inspection monitoring system and a pipe network GIS system, and also comprises four logic framework units which are respectively a business application unit, a service unit, a data unit and an infrastructure unit, wherein the business application unit is internally provided with a GIS metadata management module, a comprehensive analysis module, a comprehensive query module, a work order module, a simulation excavation module, a path planning and positioning module and a track playback module, the service unit is internally provided with a business data access module and a message pushing module, the data unit is internally provided with a user management database, a file storage database, a metadata database and a geographic information database, the infrastructure unit is internally provided with a network module, a server module, a storage module and a hardware module, the business application unit, the service unit, the data unit and the infrastructure unit are mutually associated, the inspection monitoring system is mutually associated with the path planning and positioning module, the track playback module, the work order module and the message pushing module, the pipe network system is mutually associated with the GIS metadata management module, the simulation service unit, the data unit and the routing unit, the excavation unit and the user data access unit.
Preferably, the WEB end of the user access unit adopts a B/S structure, and the PC end page adopts an action Script + CSS mode to realize a plane map and a Cesum + H5 mode to realize a three-dimensional map;
the mobile phone terminal is realized by adopting an HTML + js + css mode.
Preferably, the message passing unit uses BlazeD, sblazed is server-based Java remote invocation (remoting) and Web message passing (messaging) technologies, so that the Java application in the background and the Flex application running on the browser can communicate with each other.
Preferably, the data storage unit adopts PostgreSQL.
Preferably, the inspection monitoring system pushes a maintenance dispatch sheet and a user maintenance notice sheet in time through the interactive operation of the inspection module of the mobile phone end and the web end.
Preferably, the pipe network GIS system carries out attribute query, spatial positioning and qualitative and quantitative analysis statistics on the pipelines and various facilities, and displays and outputs the results in the forms of various graphs (including cross-sectional diagrams and longitudinal-sectional diagrams of the pipelines) and statistical analysis reports.
Preferably, the GIS metadata management module instantiates the park basic data according to an object-oriented idea.
Preferably, the integrated analysis module is derived based on integrated query, and performs statistical analysis according to a condition or certain conditions after data are obtained according to specific conditions, for example, a polygon in the area near the large of the garden is drawn, data with intersection between the geographic position and the planar position are queried according to planar geographic elements, and statistical analysis of data can be performed according to the year of construction after pipeline data are queried.
The route planning and positioning module and the track playback module are preferably connected with GPS equipment in the system and support mutual transmission with system data, longitude and latitude coordinates acquired by the GPS equipment can be persisted in real time or at regular time according to time periods, each equipment has an equipment identifier with only , so that historical footprints of a certain time period can be inquired according to a single equipment, dynamic display on a map is supported, the route planning function is mainly combined with the work order distribution function in an auxiliary mode, an accident alarm point or a water pipe leakage point acquired by a maintainer after distribution or after distribution can be acquired on the single soldier equipment, namely the GPS equipment, and then the destination can be acquired on the single soldier equipment, namely the GPS equipment, and the route planning can be clicked to quickly reach the accident point, so that safer and more efficient work is realized, loss of energy consumption is prevented at , meanwhile, the traveling route of a worker is recorded, and the actual work progress of the worker and actual problems in work, such as the traveling speed and the like, are recorded.
Preferably, the work order module identifies the equipment which is on line, the working state of the equipment is idle (the working state is divided into idle and busy and is distinguished by Boolean types, the state of the equipment which has issued the task is modified to be busy, and the state of the equipment which has not issued the work order is idle), the equipment which does not perform the task is obtained, the equipment which has the closest position is displayed in a sequencing mode according to the latest longitude and latitude data transmitted by the current equipment, and the equipment which has the closest position is preferentially notified by the work order to wait for the carrying of the working personnel. Thus, time and space efficient management can be realized. Work progress and work efficiency of more effective supervision staff
In the system, pipe fittings and pipeline data which are intersected in geographical positions and have the depth less than or equal to the sum of the depth and the pipe diameter of the pipeline are inquired according to a drawn closed surface, part of data is inquired and displayed on a map, the image vividly shows that certain pipelines and pipe fittings can be influenced if corresponding start-up engineering exists, and meanwhile, the whole park is of a net-shaped structure of the pipelines, so that the influence on the areas or buildings can be further analyzed.
Compared with the prior art, the invention has the beneficial effects that:
, greatly improving the inspection quality, mastering the implementation situation in real time, reducing the investment of human resources, and simulating the accurate damaged area of excavation;
secondly, the efficiency of hidden danger treatment is improved, statistics and analysis are carried out, and careless omission caused by manpower is avoided; the data processing is accurate and timely, the omission of artificial data is avoided, and the data can be read and traced at any time;
thirdly, effectively proving that the park of the unit reaches the management responsibility and avoids being punished by the government; the method not only avoids the repetition and the error of the plan arrangement, but also effectively ensures the integrity of the routing inspection work; the dispatching efficiency and the response time of the polling personnel are improved, and the emergency is effectively treated;
fourthly, performance assessment of inspection personnel is established, inspection quality is comprehensively improved, labor cost is reduced, and safety targets are effectively improved;
the loss analysis capability is improved, the problem area can be quickly positioned, analysis and key monitoring are performed, problems are found in time, and loss is reduced; the data processing is accurate and timely, and the emergency response capability is improved.
Drawings
For ease of illustration, the invention is described in detail by the following detailed description and the accompanying drawings.
FIG. 1 is a schematic diagram of the logic architecture of the present invention;
FIG. 2 is a schematic diagram of two major systems of the present invention;
FIG. 3 is a diagram illustrating the relationship between two systems and logic architecture according to the present invention.
In the figure: the system comprises an inspection monitoring system 10 and a pipe network GIS system 20;
a business application unit 1, a service unit 2, a data unit 3 and an infrastructure unit 4; user access unit 5, messaging unit 6, data storage unit 7
The system comprises a GIS metadata management module 11, a comprehensive analysis module 12, a comprehensive query module 13, a work order module 14, a simulation excavation module 15, a path planning and positioning module 16 and a track playback module 17;
a business data access module 21, a message push module 22;
a user management database 31, a file storage database 32, a metadata database 33, a geographic information database 34;
network module 41, server module 42, storage module 43, hardware module 44.
Detailed Description
In order that the objects, aspects and advantages of the invention will become more apparent, the invention will be described by way of example only, and in connection with the accompanying drawings. It is to be understood that such description is merely illustrative and not intended to limit the scope of the present invention. Moreover, in the following description, descriptions of well-known structures and techniques are omitted so as to not unnecessarily obscure the concepts of the present invention.
It should be noted that, in order to avoid obscuring the present invention with unnecessary details, only the structures and/or processing steps closely related to the scheme according to the present invention are shown in the drawings, and other details not so relevant to the present invention are omitted.
As shown in fig. 1 to fig. 3, the following technical solutions are adopted in the present embodiment: the system comprises two application systems, namely an inspection monitoring system 10 and a pipe network GIS system 20;
the inspection monitoring system 10 realizes the functions of real-time positioning and track playback of inspection personnel and inspection vehicles; carrying out planned management on pipeline inspection and equipment maintenance work; the brake closing scheme is provided for the emergency repair and maintenance of pipe burst and leakage accidents. Through the interactive operation of the mobile phone side inspection module and the web side, a maintenance dispatching list and a user maintenance notice list are pushed in time, so that the inspection work information management is realized, and an auxiliary decision support is provided for the reconstruction optimization and the extension of a management network;
the pipe network GIS system 20 can realize authority management for system users, and the personnel in each department can only use the related functions and information of the local department , and additionally realize pipe network equipment management, pipeline information import, audit, attribute query, spatial positioning, qualitative and quantitative analysis and statistics for pipelines and various facilities, and display and output through various graphs (including pipeline cross section diagrams and longitudinal section diagrams) and statistical analysis report forms.
The invention also comprises four logic architecture units, namely a business application unit 1, a service unit 2, a data unit 3 and an infrastructure unit 4;
the service application unit is provided with a GIS metadata management module 11, a comprehensive analysis module 12, a comprehensive query module 13, a work order module 14, a simulation excavation module 15, a path planning and positioning module 16 and a track playback module 17; a business data access module 21 and a message push module 22 in the service unit 2; the data unit 3 comprises a user management database 31, a file storage database 32, a metadata database 33 and a geographic information database 34; the infrastructure unit 4 is provided with a network module 41, a server module 42, a storage module 43 and a hardware module 44; the business application unit 1, the service unit 2, the data unit 3 and the infrastructure unit 4 are associated with each other;
the inspection monitoring system 10 is associated with a path planning and positioning module 16, a track playback module 17, a work order module 14 and a message pushing module 22; the pipe network GIS system 20 is associated with the GIS metadata management module 11, the simulated excavation module 15 and the data unit 3;
the GIS metadata management module 11 instantiates according to an object-oriented idea, park basic data comprises the boundary of a park and building data in the park, the building data comprises buildings, rooms and , other geographic information data, namely non-metadata, comprises business data, wherein water, a water well, a water pipeline, a water valve , a water communicating device, a water elbow, a water reducing pipe, a fire hydrant and the like are covered, each entity has a type and can be divided into tap water, rainwater and sewage confluence and the like, the entities can be created in a batch mode or a click-and-check entry mode in a system, the data also stores non-key elements in the design process, the content elements such as a manufacturer of the water pipeline, a production batch and the type of a well cover can be stored in the operation of the specific embodiment, the attribute contents are non-essential elements in the design time, but under the known condition, a user, namely a data filling person, the system supports the follow-up statistical analysis of the contents and simultaneously manages the latitude and longitude and latitude information corresponding to the created data.
The system supports comprehensive query of various entity data according to types, geographic information ranges or manufacturer contents, and supports derivation of data, queried contents can be displayed in a check range on a map, a comprehensive analysis module is derived on the basis of comprehensive query, partial data obtained according to specific conditions are subjected to statistical analysis according to a certain condition or certain conditions, a polygon of an area near a large garden area can be checked out during operation of the system, data with intersection between a geographic position and a planar position can be queried according to planar geographic elements, data can be subjected to statistical analysis according to construction years after partial pipeline data are queried, and comprehensive statistical analysis is achieved.
The method comprises the steps of accessing GPS equipment in a system, supporting mutual transmission with system data, enabling longitude and latitude coordinates obtained by the GPS equipment to be persistent in real time or at regular time according to time periods, inquiring historical footprints of certain time periods according to single equipment, supporting dynamic display on a map, wherein a path planning function is mainly combined with a work order distribution function in an auxiliary mode, acquiring accident alarm points or water pipe leakage points of security after distribution or repairmen, acquiring destinations on positioning equipment, namely the GPS equipment, and then clicking path planning to quickly reach the accident points, so that safer and more efficient work is realized, loss of energy consumption is prevented at time, meanwhile, a traveling route of a worker is recorded, and the actual work progress of the worker and actual problems in work, such as traveling speed and the like, are recorded.
The entities can be created in batch or created in a system in a click check entry mode, non-key elements are stored in the design process of the data, such as the content of manufacturers of water pipelines, production batches, types of well lids and the like, because the attributes are non-key content, the design is not an indispensable item, but under the known condition, a user, namely a data filling person, is recommended to fill in as much as possible, and the system supports the follow-up statistical analysis of the content.
The service unit 2 and the data unit 3 are associated with a user access unit 5, a message transfer unit 6 and a data storage unit 7. BlazeDS in the message transfer unit 6 is server-based Java remote invocation (remoting) and Web message transfer (messaging) technologies, so that a background Java application and a Flex application running on a browser can communicate with each other. the data storage unit 7 adopts PostgreSQL which is regarded as the most advanced source database in the industry, has good reliability and stability, and supports the storage of geographic information data models.
The system queries pipe fittings and pipeline data with intersecting geographic positions and depths less than or equal to the sum of the depths and pipe diameters of the pipelines according to the drawn closed surfaces, queries part of the data and simultaneously displays the data on a map, vividly embodies that certain pipelines and pipe fittings can be influenced if corresponding start-up projects exist, and simultaneously can analyze that the areas or buildings can be influenced because the whole park is a net-shaped structure of the pipelines.
The water consumption alarm system can set a water consumption peak period and a water consumption low-value period in a park, and sets water consumption alarm in the water consumption low-value period, namely, the water consumption low-value period is used from 0 night to 4 early morning of the park.
The WEB end of the user access unit of the specific embodiment adopts a B/S structure, and the page of the PC end adopts an actionScript + CSS mode to realize a plane map and a Cesum + H5 mode to realize a three-dimensional map;
the mobile phone terminal is realized by adopting an HTML + js + css mode.
The reason for adopting the scheme is as follows: and the PC terminal applies a Flash Builder development tool by using the action Script language. And the mobile phone terminal applies the Hbuilder development tool by using a JavaScript language. The language can better display the map, has better development experience, and can be developed more quickly.
The system can simulate the laying effect of various pipelines and pipe fittings in a unit garden in advance, the construction drawing of the unit garden needs to be referred to in the early stage, the geographic information data of the garden is restored, namely, the map data is displayed on the system, the data such as water pipelines and the like are designed and restored on a map through an object-oriented thought, the underground pipeline data of the garden can be recorded into the system in the early stage, the data recording of the logistics department staff of the unit garden is also supported, different areas, different time, underground water pipe fittings of different manufacturers and the frequency of abnormal problems are summarized according to the analysis of big data, and the maintenance efficiency of pipeline inspectors is improved.
The specific implementation mode has the following beneficial effects:
A. integrating multiple applications, providing an integrated solution:
the map operation function is flexible, and the map can be adjusted according to various modes such as roads, main buildings, underground equipment and the like. The pipe network information is classified and layered according to water supply pipelines, drainage pipelines, rainwater pipelines, gas pipelines, heat pipelines and the like.
B. Practical spatial analysis function:
for the section with dense pipelines, the pipeline can be displayed in an enlarged mode through a three-dimensional window, the visual angle and the visual point can be changed to observe the pipelines superposed at .
C. Convenient data statistics functions:
and performing classification statistics on the attributes of the pipe points and the pipelines, and outputting the results in a form, a histogram, a pie chart and the like.
It will be evident to those skilled in the art that the invention is not limited to the details of the foregoing illustrative embodiments, and that the present invention may be embodied in other specific forms without departing from the spirit or essential attributes thereof, the present embodiment is therefore to be considered as illustrative and not restrictive in all respects at , the scope of the invention being indicated by the appended claims rather than by the foregoing description, and all changes which come within the meaning and range of equivalency of the claims are therefore intended to be embraced therein.
Furthermore, it should be understood that although the present description refers to embodiments, not every embodiment contains independent technical solutions, and such description of the description is only for clarity, and those skilled in the art should take the description as as a whole, and the technical solutions in the respective embodiments may be combined appropriately to form other embodiments that those skilled in the art can understand.
Claims (10)
- The early warning system for energy loss prevention based on GIS and big data analysis is characterized by comprising two big application systems which are respectively an inspection monitoring system and a pipe network GIS system, and also comprising four logic architecture units which are respectively a business application unit, a service unit, a data unit and an infrastructure unit, wherein the business application unit is internally provided with a GIS metadata management module, a comprehensive analysis module, a comprehensive query module, a work order module, a simulation excavation module, a path planning and positioning module and a track playback module, the service unit is internally provided with a business data access module and a message pushing module, the data unit comprises a user management database, a file storage database, a metadata database and a geographic information database, the infrastructure unit is internally provided with a network module, a server module, a storage module and a hardware module, the business application unit, the service unit, the data unit and the infrastructure unit are mutually associated, the inspection monitoring system is mutually associated with the path planning and positioning module, the track playback module, the work order module and the message pushing module, the pipe network system is mutually associated with the GIS metadata management module, the simulation module, the data unit, the service unit, the data unit and the user data access unit, the track playback module and the message pushing module.
- 2. The kind of GIS and big data analysis-based energy loss prevention early warning system as claimed in claim 1, wherein the WEB side of the user access unit adopts B/S structure, the PC side page adopts action Script + CSS mode to realize plane map, Cesium + H5 to realize three-dimensional map, and the mobile phone side adopts HTML + js + CSS mode to realize.
- 3. The GIS and big data analysis based energy damage warning system as claimed in claim 1, wherein the message passing unit uses BlazeD, SBlazeDS is server-based Java remote invocation and Web message passing technologies, so that the Java application program in the background and the Flex application program running on the browser can communicate with each other.
- 4. The kind of GIS and big data analysis-based early warning system for energy loss prevention according to claim 1, wherein the data storage unit is PostgreSQL.
- 5. The energy loss prevention early warning system based on GIS and big data analysis according to claim 1, wherein the patrol inspection monitoring system pushes the maintenance dispatch list and the user maintenance notice list in time through the interactive operation of the mobile phone patrol inspection module and the web side.
- 6. The kinds of GIS and big data analysis-based energy loss prevention early warning system as claimed in claim 1, wherein the pipe network GIS system performs attribute query, spatial positioning, qualitative and quantitative analysis and statistics on the pipelines and various facilities, and displays and outputs the results in the form of various graphs and statistical analysis reports.
- 7. The kind of GIS and big data analysis based energy damage-stopping early warning system as claimed in claim 1, wherein the analysis-by-synthesis module is derived based on the analysis-by-synthesis, and for the part of data obtained according to the specific conditions, statistical analysis is performed according to or some conditions.
- 8. The energy loss prevention early warning system based on GIS and big data analysis according to claim 1, wherein the path planning and positioning module and the track playback module access GPS equipment in the system and support mutual transmission with system data, persist longitude and latitude coordinates obtained by the GPS equipment in real time or at regular time according to time period, since each equipment has only equipment identification, historical footprints of a time period can be inquired according to a single equipment, dynamic display on a map is supported, the path planning mainly combines with a work order distribution function for distribution and then security or accident alarm points or water pipe leakage points obtained by maintenance workers, the destination can be obtained on a single soldier equipment, the accident points can be quickly reached by clicking the path planning, the loss of energy consumption at time can be avoided, meanwhile, the traveling route of the workers is recorded, and the actual working progress and actual problems in working such as traveling speed of the workers are recorded.
- 9. The energy loss prevention early warning system based on GIS and big data analysis according to claim 1, wherein the worksheet module identifies the on-line equipment and the equipment is idle, obtains the equipment which has not been on task, and displays the latest longitude and latitude data transmitted from the current equipment according to the position, preferentially sends out worksheet notification to the equipment with the closest position, and waits for the reception of workers.
- 10. The kind of early warning system for energy loss prevention based on GIS and big data analysis according to claim 1, wherein the simulation excavation module supports the function of drawing any area and inputting any depth to simulate excavation, the system queries the pipe fitting and pipe fitting data with geographic position intersecting and depth less than or equal to the sum of pipe depth and pipe diameter according to the drawn closed surface, and displays the part of data on the map, which is vivid and shows that if there is corresponding start-up project, some pipe fittings and pipe fittings will be affected, and because the whole park is the net structure of pipes, it can be analyzed that those areas or buildings will be affected.
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