CN110913023A - Big data management platform for industrial park - Google Patents
Big data management platform for industrial park Download PDFInfo
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- CN110913023A CN110913023A CN201911380057.8A CN201911380057A CN110913023A CN 110913023 A CN110913023 A CN 110913023A CN 201911380057 A CN201911380057 A CN 201911380057A CN 110913023 A CN110913023 A CN 110913023A
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
- H04L67/00—Network arrangements or protocols for supporting network services or applications
- H04L67/01—Protocols
- H04L67/12—Protocols specially adapted for proprietary or special-purpose networking environments, e.g. medical networks, sensor networks, networks in vehicles or remote metering networks
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- G—PHYSICS
- G01—MEASURING; TESTING
- G01D—MEASURING NOT SPECIALLY ADAPTED FOR A SPECIFIC VARIABLE; ARRANGEMENTS FOR MEASURING TWO OR MORE VARIABLES NOT COVERED IN A SINGLE OTHER SUBCLASS; TARIFF METERING APPARATUS; MEASURING OR TESTING NOT OTHERWISE PROVIDED FOR
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- G01D21/02—Measuring two or more variables by means not covered by a single other subclass
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
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- H04Q2209/00—Arrangements in telecontrol or telemetry systems
- H04Q2209/80—Arrangements in the sub-station, i.e. sensing device
- H04Q2209/82—Arrangements in the sub-station, i.e. sensing device where the sensing device takes the initiative of sending data
- H04Q2209/823—Arrangements in the sub-station, i.e. sensing device where the sensing device takes the initiative of sending data where the data is sent when the measured values exceed a threshold, e.g. sending an alarm
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Abstract
The invention discloses a big data management platform facing an industrial park, which comprises a dynamic data acquisition system, an infrastructure sub-control system, an environment monitoring system, a resource reporting system, an internet of things system, a comprehensive management system and a safety early warning system; this platform gathers various data in the garden, carries out data monitoring to the garden from a plurality of aspects such as dynamic data, infrastructure, environment, resource, and the fineness and the coverage of data are wider, and simultaneously, the collection of data on this platform, report and the process of handling analysis all go on through the passageway that the network was built, and the timeliness of data is stronger, more can satisfy current demand to grid, become more meticulous, digital data management.
Description
Technical Field
The invention relates to the technical field of Internet of things and intelligent management, in particular to a big data management platform for an industrial park.
Background
At present, with the continuous development of industrial economy, the construction of industrial parks is becoming a trend, and the industrial parks refer to places where productivity factors such as land, manpower, energy, traffic, materials and the like are gathered together to form an aggregation effect and a radiation effect, and activities such as industrial production, logistics transportation, scientific and technological research and development are performed. Industrial parks are typically provided with associated facilities responsible for the management of public affairs throughout the park. With the information-based construction, management organizations generally build data platforms covering the industrial science and technology park. The data platforms can support inquiry and recording of basic data such as people flow and traffic flow, public facility related information, park traffic, environmental sanitation and the like in a park, and can provide auxiliary data support for management of the park.
However, the data aggregated by the data platform used by the existing management organization far cannot meet the requirements of the current gridding, refining and digital management in the aspects of type, range, fineness, real-time performance and the like.
Therefore, how to provide a large data management platform with wide data coverage, more refinement and digitization is a problem that needs to be solved urgently by those skilled in the art.
Disclosure of Invention
In view of the above, the invention provides a large data management platform for an industrial park, which collects various data in the park, monitors the park from various aspects such as dynamic data, infrastructure, environment, resources and the like, and performs data acquisition, reporting, processing and analysis through a channel built by a network, thereby solving the problem that the existing data platform data can not meet the requirements of current gridding, refinement and digital management in the aspects such as type, range, fineness, real-time and the like.
In order to achieve the purpose, the invention adopts the following technical scheme:
the invention provides a big data management platform facing an industrial park, which comprises a dynamic data acquisition system, an infrastructure sub-control system, an environment monitoring system, a resource reporting system, an internet of things system, a comprehensive management system and a safety early warning system, wherein the dynamic data acquisition system is used for acquiring a large amount of data;
the dynamic data acquisition system acquires various dynamic data in a park and uploads the acquired dynamic data to the Internet of things system in real time;
the infrastructure sub-control system records, reports and monitors the infrastructures in different areas in the park in a sub-area mode, and uploads the obtained related infrastructure data to the Internet of things system;
the environment monitoring system collects and monitors various environmental information in the park in real time, and uploads the obtained environmental data to the Internet of things system;
the resource reporting system classifies and counts various resource information of each department in the park, integrates the resource information and uploads the integrated resource information to the Internet of things system;
the Internet of things system receives data uploaded by the dynamic data acquisition system, the infrastructure sub-control system, the environment monitoring system and the resource reporting system and forwards the received data to the comprehensive management system;
the comprehensive management system receives the data uploaded by the Internet of things system, analyzes and processes the received data, extracts abnormal data from the processed data, further judges whether the abnormal data reach an early warning range, and sends early warning information to the safety early warning system when the abnormal data meet early warning conditions;
and the safety early warning system receives the early warning information, sends out early warning and simultaneously pushes the early warning information to the terminal equipment connected with the safety early warning system.
Furthermore, dynamic data acquisition system includes people flow check out test set, traffic flow check out test set and parking stall check out test set, people flow check out test set with traffic flow check out test set installs in each access & exit position in garden for gather the flow of people and the traffic flow information of going in and out of garden in real time, parking stall check out test set installs in each parking lot in the garden, is used for detecting parking stall occupation information.
Further, the infrastructure sub-control system comprises a plurality of infrastructure monitoring units taking areas as units and at least one facility database, and each infrastructure monitoring unit is connected with the at least one database; the infrastructure monitoring unit is used for recording infrastructure purchase, application and maintenance in the corresponding area so as to replace data, and uniformly storing the data into the infrastructure database.
Specifically, the infrastructure includes a public leisure facility, a public office facility, a public transportation facility, and an electric facility.
Further, the environment monitoring system comprises a plurality of sensors for collecting environment data and at least one internet of things sensor node, and the sensors forward and upload data to the internet of things system through the at least one internet of things sensor node.
Further, the sensor includes temperature sensor, humidity transducer and combustible gas concentration sensor, temperature sensor, humidity transducer and combustible gas concentration sensor install respectively in a plurality of environment monitoring website in the garden.
Furthermore, the resource reporting system comprises a resource data entry unit, a resource data integration unit, a resource database and a resource data reporting unit;
the resource data integration unit is used for carrying out classification statistics and energy consumption prediction on the input resource data and storing the integrated data into the resource database, and meanwhile, the resource data integration unit also sends the integrated data to the resource data reporting unit, and the resource data reporting unit reports the data to the Internet of things system in a unified manner.
Further, the internet of things system comprises a multi-channel gateway and a data transfer unit, the multi-channel gateway receives the relevant data uploaded by the dynamic data acquisition system, the infrastructure sub-control system, the environment monitoring system and the resource reporting system respectively, and sends the received data to the data transfer unit, and the data transfer unit transfers the data to the comprehensive management system.
Furthermore, the integrated management system comprises a data receiving unit, a data processing unit, a data analysis unit, a data sending unit and a data storage unit;
the data receiving unit is used for receiving the data forwarded by the Internet of things system and sending the data to the data processing unit;
the data processing unit carries out a series of processing on the received data and sends the processed data to the data analysis unit;
the data analysis unit receives the processed data, extracts abnormal data points in the data, compares the extracted data points with corresponding early warning thresholds, generates early warning signals when the abnormal data points reach the early warning thresholds, and sends the early warning signals to the data sending unit;
the data sending unit transmits the early warning signal to the safety early warning system;
the data processing unit and the data analysis unit are also connected with the data storage unit, and the data storage unit stores the processed data, abnormal data points and early warning information.
Further, the safety early warning system comprises an early warning information processing unit, an early warning information pushing unit and a linkage warning unit;
the early warning information processing unit receives early warning information sent by the comprehensive management system, and generates early warning information after marking an early warning position, early warning content and early warning time;
the early warning information pushing unit pushes the early warning information generated by the early warning information processing unit to the terminal equipment connected with the early warning information pushing unit;
the linkage alarm unit is used for carrying out early warning grade division according to early warning contents in the early warning message, and when the early warning contents contained in the early warning message reach a linkage grade, the linkage alarm unit sends linkage early warning information to the fire management terminal, the rescue management terminal and a broadcast system in a park.
According to the technical scheme, compared with the prior art, the industrial park-oriented big data management platform is provided, various data in a park are collected by the platform, the park is monitored in aspects of dynamic data, infrastructure, environment, resources and the like, the fineness and the coverage range of the data are wider, meanwhile, the processes of collecting, reporting, processing and analyzing the data on the platform are all carried out through a channel built through a network, the timeliness of the data is stronger, and the current requirements on grid, fine and digital data management can be met better.
Drawings
In order to more clearly illustrate the embodiments of the present invention or the technical solutions in the prior art, the drawings used in the description of the embodiments or the prior art will be briefly described below, it is obvious that the drawings in the following description are only embodiments of the present invention, and for those skilled in the art, other drawings can be obtained according to the provided drawings without creative efforts.
FIG. 1 is a schematic diagram of an overall structure architecture of a large data management platform for an industrial park according to the present invention;
FIG. 2 is a schematic diagram of a dynamic data acquisition system according to an embodiment of the present invention;
FIG. 3 is a schematic structural diagram of an infrastructure branch control system according to an embodiment of the present invention;
FIG. 4 is a schematic diagram of an architecture of an environment monitoring system according to an embodiment of the present invention;
fig. 5 is a schematic structural diagram of a resource reporting system according to an embodiment of the present invention;
FIG. 6 is a schematic diagram of the architecture of an IOT system according to an embodiment of the present invention;
FIG. 7 is a block diagram of an embodiment of an integrated management system;
fig. 8 is a schematic structural diagram of a security early warning system according to an embodiment of the present invention.
Detailed Description
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 of 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.
Referring to the attached drawing 1, the embodiment of the invention discloses a big data management platform facing an industrial park, which comprises a dynamic data acquisition system 1, an infrastructure sub-control system 2, an environment monitoring system 3, a resource reporting system 4, an internet of things system 5, a comprehensive management system 6 and a safety early warning system 7;
the dynamic data acquisition system 1 acquires various dynamic data in a park and uploads the acquired dynamic data to the Internet of things system in real time;
the infrastructure sub-control system 2 is used for recording, reporting and monitoring the infrastructures in different areas in the park in a sub-area mode, and uploading the obtained related infrastructure data to the Internet of things system;
the environment monitoring system 3 collects and monitors various environmental information in the garden in real time, and uploads the obtained environmental data to the Internet of things system;
the resource reporting system 4 classifies and counts various resource information of each department in the park, integrates the resource information and uploads the integrated resource information to the Internet of things system;
the Internet of things system 5 receives data uploaded by the dynamic data acquisition system 1, the infrastructure sub-control system 2, the environment monitoring system 3 and the resource reporting system 4, and forwards the received data to the comprehensive management system 6;
the comprehensive management system 6 receives data uploaded by the internet of things system 5, analyzes and processes the received data, extracts abnormal data from the processed data, further judges whether the abnormal data reach an early warning range, and sends early warning information to the safety early warning system 7 when the abnormal data meet early warning conditions;
the safety early warning system 7 receives the early warning information and sends out early warning, and meanwhile, the early warning information is pushed to the terminal equipment connected with the safety early warning system.
In a specific embodiment, referring to fig. 2, the dynamic data collection system 1 includes a people flow detection device 11, a traffic flow detection device 12, and a parking space detection device 13, wherein the people flow detection device 11 and the traffic flow detection device 12 are installed at each entrance and exit position of the park for collecting people flow and traffic flow information in real time, and the parking space detection device 13 is installed in each parking lot in the park for detecting parking space occupancy information.
In this embodiment, dynamic data acquisition system mainly used carries out centralized management to entrance guard data and parking data in the garden, the personnel and the vehicle safety of guarantee garden to better maintenance garden order.
In a specific embodiment, referring to fig. 3, the infrastructure sub-control system 2 includes a plurality of infrastructure monitoring units 21 in units of areas and at least one facility database 22, each infrastructure monitoring unit 21 is connected to at least one facility database 22; the infrastructure monitoring unit 21 is configured to record infrastructure purchase, application, and maintenance in the corresponding area to replace data, and store the data in the facility database 22 in a unified manner.
Specifically, the infrastructure includes a public leisure facility, a public office facility, a public transportation facility, and an electric facility.
In this embodiment, the infrastructure sub-control system is mainly used to ensure the reasonability of arrangement of the utilities in the park, and also used to ensure the safety of the power facilities, so as to provide better services for the personnel in the park through the management of the infrastructure to the maximum extent.
In a specific embodiment, referring to fig. 4, the environment monitoring system 3 includes a plurality of sensors 31 for collecting environment data and at least one internet of things sensor node 32, and the plurality of sensors 31 forward and upload the data to the internet of things system 5 through the at least one internet of things sensor node 32.
In a specific embodiment, the sensors 31 include a temperature sensor 311, a humidity sensor 312 and a combustible gas concentration sensor 313, and the temperature sensor 311, the humidity sensor 312 and the combustible gas concentration sensor 313 are respectively installed in a plurality of environment monitoring sites in the campus.
In some embodiments, the environment monitoring site can be a fixed site which is set up at different positions in the park, or can be a mobile site which flows in the park to carry out inspection.
In this embodiment, the main function of the environment monitoring system is to monitor the environmental information in each area in the park in real time, ensure the safety of the environment in the park, report and process the environmental safety problems in time, and avoid major safety accidents such as explosion, fire and gas leakage.
In a specific embodiment, referring to fig. 5, the resource reporting system 4 includes a resource data entry unit 41, a resource data integration unit 42, a resource database 44, and a resource data reporting unit 43;
the resource data input unit 41 is used for resource management departments in the park to purchase and distribute resource information and input resource usage information, the resource data integration unit 42 is used for performing classification statistics and energy consumption prediction on input resource data, integrating the data and storing the integrated data into the resource database 44, meanwhile, the resource data integration unit 42 also sends the integrated data to the resource data reporting unit 43, and the resource data reporting unit 43 reports the data to the internet of things system 5 in a unified manner.
Specifically, the resource information includes material information, hydropower information, operation replenishment information, and the like.
In this embodiment, the resource reporting system mainly has the functions of counting the use situations of the materials and the energy consumption in the campus, and by analyzing and predicting, knowing the dynamic destination of the resources, so as to ensure reasonable utilization of the resources in the campus to the maximum extent and avoid the resource waste phenomenon.
In a specific embodiment, referring to fig. 6, the internet of things system 5 includes a multi-way gateway 51 and a data relay unit 52, the multi-way gateway 51 receives the relevant data uploaded by the dynamic data acquisition system 1, the infrastructure sub-control system 2, the environment monitoring system 3, and the resource reporting system 4, respectively, and sends the received data to the data relay unit 52, and the data relay unit 52 forwards the data to the integrated management system 6.
In this embodiment, the network used by the internet of things system for data transceiving includes two parts, namely an intelligent private network and a campus enterprise internet data network, and the two networks are separated by physical isolation due to different functions.
Specifically, the intelligent private network adopts a two-layer star-structured network structure, namely, the core switch is linked to the access layer switch through optical fibers, and the access layer switch is linked to the terminal equipment of each system through six types of network cables, so that the purpose of networking is realized.
The park enterprise internet data network adopts a two-layer star-shaped structure network structure, namely, a central switch is linked to an access layer switch through optical fibers, and the access layer switch is linked to the weak current room terminals of each floor through the optical fibers because the enterprise internet data network is designed into a full optical fiber network; the core switch is designed to be located in the main computer room, and meanwhile, because the whole network is used for optical fiber wiring, the access layer switch is also designed to be located in the main computer room due to safety consideration of equipment and network and maximum and most economical utilization of the access layer switch equipment, and the optical fiber is directly laid to a user side in the main computer room.
In a specific embodiment, referring to fig. 7, the integrated management system 6 includes a data receiving unit 61, a data processing unit 62, a data analyzing unit 63, a data transmitting unit 64, and a data storing unit 65;
the data receiving unit 61 is configured to receive data forwarded by the internet of things system 5, and send the data to the data processing unit 62;
the data processing unit 62 performs a series of processing on the received data and sends the processed data to the data analysis unit 63;
the data analysis unit 63 receives the processed data, extracts abnormal data points in the data, compares the extracted data points with corresponding early warning thresholds, generates early warning signals when the abnormal data points reach the early warning thresholds, and sends the early warning signals to the data sending unit 64;
the data sending unit 64 transmits the early warning signal to the safety early warning system 7;
the data processing unit 62 and the data analysis unit 63 are also both connected to the data storage unit 65, and the data storage unit 65 stores the processed data, abnormal data points, and early warning information.
In a specific embodiment, referring to fig. 8, the safety precaution system 7 includes an precaution information processing unit 71, an precaution information pushing unit 72, and a linkage alarm unit 73;
the early warning information processing unit 71 receives the early warning information sent by the integrated management system 6, and generates an early warning message after marking an early warning position, early warning content and early warning time;
the warning information pushing unit 72 pushes the warning information generated by the warning information processing unit 71 to the terminal device connected with the warning information;
the linkage alarm unit 73 performs early warning grade division according to early warning contents in the early warning message, and when the early warning contents included in the early warning message reach a linkage grade, the linkage alarm unit sends linkage early warning information to the fire management terminal, the rescue management terminal and a broadcasting system in the park.
In summary, compared with the prior art, the industrial park-oriented big data management platform disclosed by the embodiment of the invention has the following advantages:
this platform gathers various data in the garden, carries out data monitoring to the garden from a plurality of aspects such as dynamic data, infrastructure, environment, resource, and the fineness and the coverage of data are wider, and simultaneously, the collection of data on this platform, report and the process of handling analysis all go on through the passageway that the network was built, and the timeliness of data is stronger, more can satisfy current demand to grid, become more meticulous, digital data management.
The embodiments in the present description are described in a progressive manner, each embodiment focuses on differences from other embodiments, and the same and similar parts among the embodiments are referred to each other. The device disclosed by the embodiment corresponds to the method disclosed by the embodiment, so that the description is simple, and the relevant points can be referred to the method part for description.
The previous description of the disclosed embodiments is provided to enable any person skilled in the art to make or use the present invention. Various modifications to these embodiments will be readily apparent to those skilled in the art, and the generic principles defined herein may be applied to other embodiments without departing from the spirit or scope of the invention. Thus, the present invention is not intended to be limited to the embodiments shown herein but is to be accorded the widest scope consistent with the principles and novel features disclosed herein.
Claims (10)
1. A big data management platform facing an industrial park is characterized by comprising a dynamic data acquisition system, an infrastructure sub-control system, an environment monitoring system, a resource reporting system, an internet of things system, a comprehensive management system and a safety early warning system;
the dynamic data acquisition system acquires various dynamic data in a park and uploads the acquired dynamic data to the Internet of things system in real time;
the infrastructure sub-control system records, reports and monitors the infrastructures in different areas in the park in a sub-area mode, and uploads the obtained related infrastructure data to the Internet of things system;
the environment monitoring system collects and monitors various environmental information in the park in real time, and uploads the obtained environmental data to the Internet of things system;
the resource reporting system classifies and counts various resource information of each department in the park, integrates the resource information and uploads the integrated resource information to the Internet of things system;
the Internet of things system receives data uploaded by the dynamic data acquisition system, the infrastructure sub-control system, the environment monitoring system and the resource reporting system and forwards the received data to the comprehensive management system;
the comprehensive management system receives the data uploaded by the Internet of things system, analyzes and processes the received data, extracts abnormal data from the processed data, further judges whether the abnormal data reach an early warning range, and sends early warning information to the safety early warning system when the abnormal data meet early warning conditions;
and the safety early warning system receives the early warning information, sends out early warning and simultaneously pushes the early warning information to the terminal equipment connected with the safety early warning system.
2. The industrial park-oriented big data management platform according to claim 1, wherein the dynamic data acquisition system comprises people flow detection equipment, traffic flow detection equipment and parking space detection equipment, the people flow detection equipment and the traffic flow detection equipment are installed at each entrance and exit position of the park and used for acquiring people flow and traffic flow information entering and exiting the park in real time, and the parking space detection equipment is installed in each parking lot in the park and used for detecting parking space occupation information.
3. The industrial park-oriented big data management platform according to claim 1, wherein the infrastructure sub-control system comprises a plurality of area-by-area infrastructure monitoring units and at least one facility database, each of the infrastructure monitoring units is connected with the at least one database; the infrastructure monitoring unit is used for recording infrastructure purchase, application and maintenance in the corresponding area so as to replace data, and uniformly storing the data into the infrastructure database.
4. The industrial park-oriented big data management platform according to claim 3, wherein the infrastructure comprises leisure facilities, office facilities, transportation facilities and electric facilities.
5. The industrial park-oriented big data management platform according to claim 1, wherein the environment monitoring system comprises a plurality of sensors for collecting environmental data and at least one internet of things sensor node, and the plurality of sensors forward and upload data to the internet of things system through the at least one internet of things sensor node.
6. The industrial park-oriented big data management platform according to claim 5, wherein the sensors comprise a temperature sensor, a humidity sensor and a combustible gas concentration sensor, and the temperature sensor, the humidity sensor and the combustible gas concentration sensor are respectively installed in a plurality of environment monitoring sites in the park.
7. The industrial park-oriented big data management platform according to claim 1, wherein the resource reporting system comprises a resource data entry unit, a resource data integration unit, a resource database and a resource data reporting unit;
the resource data integration unit is used for carrying out classification statistics and energy consumption prediction on the input resource data and storing the integrated data into the resource database, and meanwhile, the resource data integration unit also sends the integrated data to the resource data reporting unit, and the resource data reporting unit reports the data to the Internet of things system in a unified manner.
8. The industrial park-oriented big data management platform according to claim 1, wherein the internet of things system comprises a multi-way gateway and a data transfer unit, the multi-way gateway receives the relevant data uploaded by the dynamic data acquisition system, the infrastructure sub-control system, the environment monitoring system and the resource reporting system respectively and sends the received data to the data transfer unit, and the data transfer unit transfers the data to the integrated management system.
9. The industrial park-oriented big data management platform according to claim 1, wherein the integrated management system comprises a data receiving unit, a data processing unit, a data analyzing unit, a data sending unit and a data storage unit;
the data receiving unit is used for receiving the data forwarded by the Internet of things system and sending the data to the data processing unit;
the data processing unit carries out a series of processing on the received data and sends the processed data to the data analysis unit;
the data analysis unit receives the processed data, extracts abnormal data points in the data, compares the extracted data points with corresponding early warning thresholds, generates early warning signals when the abnormal data points reach the early warning thresholds, and sends the early warning signals to the data sending unit;
the data sending unit transmits the early warning signal to the safety early warning system;
the data processing unit and the data analysis unit are also connected with the data storage unit, and the data storage unit stores the processed data, abnormal data points and early warning information.
10. The industrial park-oriented big data management platform according to claim 1, wherein the safety early warning system comprises an early warning information processing unit, an early warning information pushing unit and a linkage warning unit;
the early warning information processing unit receives early warning information sent by the comprehensive management system, and generates early warning information after marking an early warning position, early warning content and early warning time;
the early warning information pushing unit pushes the early warning information generated by the early warning information processing unit to the terminal equipment connected with the early warning information pushing unit;
the linkage alarm unit is used for carrying out early warning grade division according to early warning contents in the early warning message, and when the early warning contents contained in the early warning message reach a linkage grade, the linkage alarm unit sends linkage early warning information to the fire management terminal, the rescue management terminal and a broadcast system in a park.
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