CN117010718A - Digital management system based on smart city management - Google Patents
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Abstract
The invention relates to the technical field of smart city management, in particular to a digital management system based on smart city management, which comprises an intelligent traffic management module, an intelligent energy management module, an intelligent environment management module, an intelligent public security management module, an intelligent community management module, a data sharing and integration module and a data storage and visualization module. This digital management system based on smart city is administered, smart community administering module has used thing networking and mobile application technology, has realized participating in and interaction to the resident of community, through arranging sensor and equipment in the community inside, collect resident's opinion and feedback, community management department can be according to these feedback quick response, smart community administering's module makes the resident of community exert positive effect to the supervision and the administration of city problem, has realized the comprehensive administration to the city, simultaneously, this has also promoted the interaction and cooperation between community and the city management department, has constructed more closely and the community relation of the consultation.
Description
Technical Field
The invention relates to the technical field of smart city management, in particular to a digital management system based on smart city management.
Background
The smart city management is to improve city management and operation efficiency by applying advanced information and communication technology to meet the demands of city development and resident life, and aims to realize sustainable development of cities, improve resident life quality, optimize resource utilization and environmental protection, and realize efficient operation and planning of city systems by collecting, analyzing and utilizing various data of cities.
At present, a large amount of urban informatization resources are accumulated by using new technologies such as the Internet of things, the Internet+, 5G and the like, so that independent application of each department can be effectively met, however, when departments work cooperatively, the unified construction standard is lacked, the data resource sharing is inconvenient, the problems of difficult cooperative work among the departments and the like still exist, the urban management lacks the awareness of comprehensive treatment, the urban operation flow is urgently required to be innovated, and therefore, the sharing mechanism among information systems is required to be improved, the unified construction standard is adopted, the convenient sharing of the data resource is promoted, and the cooperative cooperation among the departments is enhanced, so that the innovation and development of urban management are comprehensively promoted.
Disclosure of Invention
(one) solving the technical problems
Aiming at the defects of the prior art, the invention provides a digital management system based on smart city management, which has the advantages that all departments of smart city management can be cooperated quickly to realize comprehensive management of cities, solves the problems that when departments work cooperatively, unified construction standards are lacking, data resource sharing is inconvenient, cooperation work among departments is difficult and the like, city management lacks awareness of comprehensive management, and city operation flow is urgently needed to be innovated, so that the sharing mechanism among information systems needs to be improved, the unified construction standards are unified, convenient sharing of data resources is promoted, and cooperation among departments is enhanced to comprehensively promote innovation and development of city management.
(II) technical scheme
In order to realize the purpose that all departments for treating the smart city can be fast cooperated and realize the comprehensive treatment of the city, the invention provides the following technical scheme: the digital management system based on smart city management comprises an intelligent traffic management module, a smart energy management module, a smart environment management module, a smart public security management module, a smart community management module, a data sharing and integration module and a data storage and visualization module;
the intelligent traffic management module is used for monitoring and managing urban traffic flow in real time, providing a traffic optimization scheme and reducing traffic jam, and comprises an intelligent traffic signal control algorithm, edge calculation and a vehicle networking technology;
the intelligent energy management module is used for optimizing energy use and distribution, improving energy efficiency and reducing energy waste, and comprises big data analysis, machine learning and block chain technology;
the intelligent environment management module is used for monitoring and managing the urban environment quality and providing measures for environmental protection and improvement, and comprises an environment sensor technology, a data analysis technology and intelligent urban planning and design;
the intelligent public security management module is used for improving the urban security management level and preventing and coping with various security events, and comprises intelligent video monitoring and analysis, artificial intelligent face recognition technology and intelligent patrol robots;
the intelligent community management module is used for providing a digital solution for community resident management, public service and social interaction, and comprises a mobile application, an intelligent terminal, an Internet of things sensor and a social interaction platform;
the data sharing and integrating module is used for realizing data sharing and system integration among the modules and providing an integrated urban governance big data platform, and comprises a big data platform, an analysis engine, an artificial intelligent algorithm, an open data interface and a data sharing protocol;
the data storage and visualization module is used for storing, managing and visualizing the data collected by the urban treatment system, and providing clear and visual data analysis and visualization tools for decision makers and related personnel, and comprises data storage, data management and data visualization.
Preferably, in the intelligent traffic management module, the intelligent traffic signal control algorithm dynamically adjusts the period and timing of the traffic signal lamp by using a deep reinforcement learning algorithm based on a deep Q network, and the edge calculation and internet of vehicles technology utilizes sensors and communication equipment arranged around roads to connect vehicles and intelligent traffic equipment to a cloud platform, collect and transmit a large amount of vehicle and traffic data in real time, including speed, position and road condition, and perform real-time data analysis to support traffic management decision.
Preferably, in the intelligent energy management module, big data analysis and machine learning are used for predicting future energy demands by analyzing historical energy use data, including energy consumption, electricity consumption and water consumption, combining with a deep learning algorithm, and providing corresponding energy scheduling and optimizing schemes, and the blockchain technology can track and record energy transactions and energy sources so as to ensure the reliability, the non-tamper modification and the sustainability of energy.
Preferably, in the intelligent environment management module, the environment sensor technology is configured to monitor and collect environmental indicators including carbon dioxide concentration, PM2.5 concentration, noise level and water quality indicators in real time through sensor networks deployed in various areas and places of a city, and the data analysis and visualization technology processes and analyzes the collected environmental data by using a big data analysis tool to generate a real-time environmental condition visualization report.
Preferably, in the intelligent public security management module, the intelligent video monitoring and analysis realizes real-time monitoring and abnormal event detection in public places through a high-resolution camera and a video analysis algorithm, the artificial intelligent face recognition carries out rapid recognition and comparison on characters in a monitoring video through a face recognition algorithm, so as to help track and survey criminal suspects, and the intelligent patrol robot carries out intelligent patrol through a robot carrying the camera and the sensor.
Preferably, in the intelligent community management module, the mobile application and the intelligent terminal are through the intelligent mobile phone and other intelligent mobile devices, residents can conveniently access community information, submit repair requests and participate in community activities, the Internet of things sensor is through a sensor network deployed in the community, the state of community facilities can be monitored in real time, and the social interaction platform can promote communication and resource sharing among residents.
Preferably, in the data sharing and integrating module, the big data platform and the analysis engine realize rapid analysis and mining of large-scale data through distributed computation and parallel processing, the artificial intelligence algorithm utilizes the deep learning algorithm to perform pattern recognition and predictive analysis on the large-scale data, accurate and real-time support is provided for decision making, and the data sharing between different systems and departments can be promoted by opening a data interface and a data sharing protocol.
Preferably, in the data storage and visualization module, the data storage and management stores various data generated by the urban management system, including traffic data, energy data, environment data and safety data, and converts the data into a visualized chart, report and map by using a data visualization technology.
(III) beneficial effects
Compared with the prior art, the invention provides a digital management system based on smart city management, which has the following beneficial effects:
1. according to the digital management system based on smart city management, the intelligent community management module utilizes the Internet of things and the mobile application technology, participation and interaction of community residents are achieved, through arrangement of sensors and equipment in communities, opinions and feedback of the residents are collected, including aspects of safety conditions, facility maintenance, garbage management and the like, the residents can provide real-time feedback and reports through mobile application programs, a community management department can quickly respond according to the feedback, problems are solved, satisfaction degree and life quality of the residents are improved, the intelligent community management module enables supervision and management of the community residents to play an active role in managing urban problems, comprehensive management of cities is achieved, meanwhile interaction and cooperation between communities and the city management department are promoted, and a tighter and consistent community relationship is built.
2. According to the digital management system based on smart city management, the intelligent collaborative management module integrates the information systems and data interfaces of all departments, real-time data sharing and cross-department collaboration are achieved, data and information of different departments can be integrated and interacted in the system, sharing and collaborative analysis are achieved, in the aspect of emergency management, when an emergency is found by an office department, other relevant departments can be quickly notified through the system, real-time data and intelligence are shared, so that unified decisions and countermeasures are taken, all departments can be quickly collaborated, information sharing is achieved, response speed and decision efficiency are improved, and the whole coverage of city management is achieved.
Drawings
FIG. 1 is a system block diagram of the present invention;
FIG. 2 is a diagram of a smart environment management module according to the present invention;
FIG. 3 is a block diagram of an intelligent public security management module according to the present invention.
Detailed Description
The following description of the embodiments of the present invention will be made clearly and fully with reference to the accompanying drawings, in which it is evident that the embodiments described are only some, but not all embodiments of the invention. All other embodiments, which can be made by those skilled in the art based on the embodiments of the invention without making any inventive effort, are intended to be within the scope of the invention.
Referring to fig. 1-3, a digital management system based on smart city management includes an intelligent traffic management module, a smart energy management module, a smart environment management module, a smart public security management module, a smart community management module, a data sharing and integration module, and a data storage and visualization module;
the intelligent traffic management module is used for monitoring and managing urban traffic flow in real time, providing a traffic optimization scheme and reducing traffic jam, and comprises an intelligent traffic signal control algorithm, edge calculation and a car networking technology;
the intelligent energy management module is used for optimizing energy use and distribution, improving energy efficiency and reducing energy waste, and comprises big data analysis, machine learning and block chain technology;
the intelligent environment management module is used for monitoring and managing the urban environment quality and providing measures for environmental protection and improvement, and comprises an environment sensor technology, a data analysis technology and intelligent urban planning and design;
the intelligent public security management module is used for improving the urban security management level and preventing and coping with various security events, and comprises intelligent video monitoring and analysis, artificial intelligent face recognition technology and intelligent patrol robots;
the intelligent community management module is used for providing a digital solution for community resident management, public service and social interaction, and comprises a mobile application, an intelligent terminal, an Internet of things sensor and a social interaction platform;
the data sharing and integrating module is used for realizing data sharing and system integration among the modules and providing an integrated urban governance big data platform, and comprises a big data platform, an analysis engine, an artificial intelligent algorithm, an open data interface and a data sharing protocol;
the data storage and visualization module is used for storing, managing and visually displaying the data collected by the urban treatment system, and provides clear and visual data analysis and visualization tools for decision makers and related personnel, and the data storage and visualization module comprises data storage, data management and data visualization.
Specifically, in the intelligent traffic management module, an intelligent traffic signal control algorithm dynamically adjusts the period and timing of traffic signals by using a deep reinforcement learning algorithm based on a deep Q network, and the edge calculation and internet of vehicles technology utilizes sensors and communication equipment arranged around roads to connect vehicles and intelligent traffic equipment to a cloud platform, collect and transmit a large amount of vehicle and traffic data in real time, including speed, position and road condition, and perform real-time data analysis to support traffic management decisions.
Furthermore, the intelligent traffic signal control algorithm can analyze traffic conditions according to real-time data, dynamically adjust the period and timing of the signal lamps, so as to optimize traffic flow, reduce traffic jam, improve road traffic efficiency, reduce driving time and fuel consumption, collect and transmit vehicle and traffic data in real time, accurately monitor information such as road conditions, vehicle speed and the like, be favorable for finding traffic accident risks in time, and support traffic management departments to make targeted measures.
Specifically, in the intelligent energy management module, big data analysis and machine learning are used for predicting the future energy demand by analyzing historical energy use data, including energy consumption, electricity consumption and water consumption, combining a deep learning algorithm, and providing a corresponding energy scheduling and optimizing scheme, wherein the blockchain technology can track and record energy transaction and energy sources, so that the reliability, non-tamper modification and sustainability of energy are ensured.
Furthermore, the application of the blockchain technology can track and record energy transaction and energy sources, ensure the reliability and the non-tamper property of energy, help to prevent the theft and the false recording of the energy, improve the transparency and the reliability of an energy supply chain, and in addition, through predicting the energy demand, the intelligent energy management can optimize the utilization of energy resources and promote the sustainable development of the energy.
Specifically, in the intelligent environment management module, the environment sensor technology is used for monitoring and collecting environment indexes including carbon dioxide concentration, PM2.5 concentration, noise level and water quality indexes in real time through sensor networks deployed in various areas and places of cities, the environment sensor technology is used for processing and analyzing collected environment data by using a big data analysis tool, and a real-time environment condition visual report is generated.
Furthermore, through the sensor network distributed in each area, the occurrence place of the environmental problem, such as a high pollution area or a noise pollution source, can be accurately positioned and identified, corresponding improvement measures can be purposefully adopted, the effect and the precision of environmental treatment are improved, the acquired environmental data can be processed and analyzed, a big data analysis tool can be used for generating a real-time environmental condition visualization report, the environmental problem can be timely identified and early-warned, and scientific data support is provided for environmental management decision.
Specifically, in the intelligent public security management module, intelligent video monitoring and analysis are carried out through a high-resolution camera and a video analysis algorithm, real-time monitoring and abnormal event detection in public places are achieved, the human in the monitoring video is rapidly identified and compared through a human face identification algorithm by artificial intelligent human face identification, criminal suspects are helped to be tracked and surveyed, and intelligent patrol robots carry out intelligent patrol through robots carrying cameras and sensors.
Furthermore, by the application of the intelligent patrol robot, patrol tasks can be automated, labor investment is reduced, safety of patrol personnel is guaranteed, the robot is provided with a camera and a sensor, information of a place can be acquired in real time, abnormal conditions can be responded in time through a data analysis and alarm system, intelligent decision support can be provided through analysis and data mining of a monitoring video, for example, early warning and risk assessment are provided for public security departments through recognition and analysis of crime modes and trends, and resource configuration and police service deployment are optimized.
Specifically, in the intelligent community management module, mobile applications and intelligent terminals are through intelligent mobile phones and other intelligent mobile equipment, residents can conveniently access community information, submit repair requests and participate in community activities, the Internet of things sensor is arranged in a sensor network in the community, the state of community facilities can be monitored in real time, and the social interaction platform can promote communication and resource sharing among residents.
Furthermore, through the application of intelligent technology, community management work can be more efficient and accurate, for example, residents can directly submit repair requests through the repair reporting function of mobile application, and the repair progress is known in real time; through the monitoring of the Internet of things sensor, the service condition of community facilities can be mastered in real time, maintenance and management can be carried out in advance, and the efficiency and quality of community management can be improved.
Specifically, in the data sharing and integrating module, the big data platform and the analysis engine realize rapid analysis and mining of large-scale data through distributed computation and parallel processing, the artificial intelligent algorithm utilizes the deep learning algorithm to perform pattern recognition and predictive analysis on the large-scale data, accurate and real-time support is provided for decision making, and the data sharing among different systems and departments can be promoted by opening a data interface and a data sharing protocol.
Furthermore, the artificial intelligence algorithm utilizes the deep learning algorithm to perform pattern recognition and predictive analysis on large-scale data, can provide accurate and real-time support for decision making, helps decision makers to make more intelligent decisions, and timely handles changes and risks, and data among different systems and departments can be shared and integrated through an open data interface and a data sharing protocol, so that the method is beneficial to breaking data islanding, improving comprehensive utilization and value of the data and promoting cooperation and cooperation across departments.
Specifically, in the data storage and visualization module, various data generated by the urban management system are stored through database technology, including traffic data, energy data, environment data and safety data, and the data are converted into a visualized chart, report and map by utilizing the data visualization technology.
Further, through the charts and reports of the data visualization, the city manager can quickly learn about the conditions and problems of the city, for example, the visualization of traffic data can help discover congestion points and traffic flow conditions, the visualization of environmental data can reveal pollution sources and air quality, and the visualization of safety data can assist in crime prevention and event response, which enables the city manager to take measures in time to solve the problems and improve the city management quality.
In summary, the smart community management module applies the internet of things and the mobile application technology, achieves participation and interaction of community residents, collects opinions and feedback of residents through arrangement of sensors and equipment in the communities, comprises safety conditions, facility maintenance, garbage management and the like, residents can provide real-time feedback and reports through mobile application programs, community management departments can quickly respond according to the feedback, problems are solved, satisfaction and life quality of the residents are improved, and the intelligent community management module enables the supervision and management of the community residents on urban problems to play an active role, achieves comprehensive management of the cities, meanwhile promotes interaction and cooperation between the communities and the urban management departments, and builds a closer and more consistent community relationship.
In addition, the digital management system based on smart city management, the smart collaborative management module integrates the information systems and data interfaces of all departments, so that real-time data sharing and cross-department collaboration are realized, data and information of different departments can be integrated and interacted in the system, sharing and collaborative analysis are realized, in the aspect of emergency management, when the departments find out emergencies, other related departments can be quickly notified through the system, real-time data and information are shared, so that unified decisions and countermeasures are taken, the modules of smart collaborative management enable all departments to quickly collaborate, share information, improve response speed and decision efficiency, thereby realizing comprehensive coverage of city management, solving the problems of lack of unified construction standard, inconvenience in sharing data resources, difficulty in collaborative work among departments and the like, lack of comprehensive consciousness in city management, and the need of urban operation flow, therefore, the need of improving the sharing mechanism among information systems, unifying construction standard, promoting convenient sharing of data resources, and strengthening collaborative cooperation among departments to promote the problem of innovation and development of city management.
The related modules involved in the system are all hardware system modules or functional modules in the prior art combining computer software programs or protocols with hardware, and the computer software programs or protocols involved in the functional modules are all known technologies for those skilled in the art and are not improvements of the system; the system is improved in interaction relation or connection relation among the modules, namely, the overall structure of the system is improved, so that the corresponding technical problems to be solved by the system are solved.
Although embodiments of the present invention have been shown and described, it will be understood by those skilled in the art that various changes, modifications, substitutions and alterations can be made therein without departing from the principles and spirit of the invention, the scope of which is defined in the appended claims and their equivalents.
Claims (8)
1. The digital management system based on intelligent city management is characterized by comprising an intelligent traffic management module, an intelligent energy management module, an intelligent environment management module, an intelligent public security management module, an intelligent community management module, a data sharing and integrating module and a data storage and visualization module;
the intelligent traffic management module is used for monitoring and managing urban traffic flow in real time, providing a traffic optimization scheme and reducing traffic jam, and comprises an intelligent traffic signal control algorithm, edge calculation and a vehicle networking technology;
the intelligent energy management module is used for optimizing energy use and distribution, improving energy efficiency and reducing energy waste, and comprises big data analysis, machine learning and block chain technology;
the intelligent environment management module is used for monitoring and managing the urban environment quality and providing measures for environmental protection and improvement, and comprises an environment sensor technology, a data analysis technology and intelligent urban planning and design;
the intelligent public security management module is used for improving the urban security management level and preventing and coping with various security events, and comprises intelligent video monitoring and analysis, artificial intelligent face recognition technology and intelligent patrol robots;
the intelligent community management module is used for providing a digital solution for community resident management, public service and social interaction, and comprises a mobile application, an intelligent terminal, an Internet of things sensor and a social interaction platform;
the data sharing and integrating module is used for realizing data sharing and system integration among the modules and providing an integrated urban governance big data platform, and comprises a big data platform, an analysis engine, an artificial intelligent algorithm, an open data interface and a data sharing protocol;
the data storage and visualization module is used for storing, managing and visualizing the data collected by the urban treatment system, and providing clear and visual data analysis and visualization tools for decision makers and related personnel, and comprises data storage, data management and data visualization.
2. The digital management system based on smart city governance according to claim 1, wherein in the intelligent traffic management module, an intelligent traffic signal control algorithm dynamically adjusts the period and timing of traffic lights by using a deep reinforcement learning algorithm based on a deep Q network, and an edge calculation and internet of vehicles technology connects vehicles and intelligent traffic devices to a cloud platform by using sensors and communication devices arranged around the road, collects and transmits a large amount of vehicle and traffic data in real time, including speed, position and road condition, and performs real-time data analysis to support traffic management decisions.
3. The digital management system based on smart city management according to claim 1, wherein the intelligent energy management module analyzes historical energy usage data, including energy consumption, electricity consumption and water consumption, and combines with a deep learning algorithm to predict future energy demands, and provides a corresponding energy scheduling and optimizing scheme, and the blockchain technology can track and record energy transactions and energy sources, so as to ensure the reliability, non-tamper modification and sustainability of energy.
4. The digital management system based on smart city management according to claim 1, wherein the smart environment management module uses a sensor network deployed in various areas and places of a city to monitor and collect environmental indicators including carbon dioxide concentration, PM2.5 concentration, noise level and water quality in real time, and uses a big data analysis tool to process and analyze the collected environmental data to generate a real-time environmental condition visual report.
5. The digital management system based on intelligent city management according to claim 1, wherein in the intelligent public security management module, intelligent video monitoring and analysis are implemented by a high-resolution camera and a video analysis algorithm, real-time monitoring and abnormal event detection of public places are implemented, artificial intelligent face recognition is implemented by a face recognition algorithm, characters in a monitoring video are rapidly identified and compared, crime suspects are helped to be tracked and surveyed, and intelligent patrol robots are implemented by robots carrying cameras and sensors.
6. The digital management system based on smart city management according to claim 1, wherein in the smart community management module, mobile applications and intelligent terminals are through smart phones and other intelligent mobile devices, residents can conveniently access community information, submit repair requests and participate in community activities, an internet of things sensor can monitor the state of community facilities in real time through a sensor network deployed in the community, and a social interaction platform can promote communication and resource sharing among residents.
7. The digital management system based on smart city governance of claim 1, wherein in the data sharing and integrating module, the big data platform and the analysis engine realize rapid analysis and mining of large-scale data through distributed computation and parallel processing, the artificial intelligence algorithm utilizes the deep learning algorithm to perform pattern recognition and predictive analysis on the large-scale data, provides accurate and real-time support for decision making, and the open data interface and the data sharing protocol can promote data sharing between different systems and departments.
8. The digital management system based on smart city governance of claim 1, wherein the data storage and visualization module stores and manages various data generated by the city governance system including traffic data, energy data, environmental data, safety data via database technology and converts the data into visualized charts, reports and maps using data visualization technology.
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Cited By (4)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN117273414A (en) * | 2023-11-23 | 2023-12-22 | 苏州航天系统工程有限公司 | System and method for analyzing and identifying big data of smart city |
| CN117575177A (en) * | 2024-01-16 | 2024-02-20 | 四川省大数据技术服务中心 | Basic society digital control system based on data fusion technology |
| CN118070129A (en) * | 2024-04-18 | 2024-05-24 | 山东致群信息技术股份有限公司 | Intelligent community police service data processing system based on artificial intelligence |
| CN118396824A (en) * | 2024-06-28 | 2024-07-26 | 山西文旅产业规划设计研究院有限公司 | Scenic spot ecological environment protection detection management system |
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