CN116934249A - Smart city management system based on big data and artificial intelligence - Google Patents

Abstract

The application relates to the field of intelligent city management, which is used for solving the problems that a plurality of workstations in intelligent city management lack of unified management and are easy to waste manpower and material resources, in particular to an intelligent city management system based on big data and artificial intelligence; according to the intelligent city management system, the front-end information is acquired, the acquired information is integrated through the information relay unit, the acquired information is issued through the sub management unit, a plurality of departments can acquire required information autonomously, the working efficiency of a single department is improved, when the operation of dispatching personnel outside is required, a resource scheduling signal is generated to the resource scheduling unit for confirmation, and the confirmation is carried out according to the fed-back signal, so that the situation that the personnel dispatching is repeated for a plurality of workstations at the same time is prevented, the waste of manpower resources and equipment resources is avoided, the information base is updated through the generation of the resource recovery signal, and the whole response and updating speed of the intelligent city management system are improved.

Description

A smart city management system based on big data and artificial intelligence

Technical field

The present invention relates to the field of smart city management, specifically a smart city management system based on big data and artificial intelligence.

Background technique

With the continuous development of information technology, cities are becoming more and more intelligent, which has also brought great convenience to people's urban life. The application of Internet of Things technology in the construction of smart cities mainly relies on sensing devices and the Internet to achieve The connection between people, things, machines and the environment completes the rapid transmission and sharing of information resources and the operational control of things, and thereby establishes an intelligent service management system in the city and builds a smart city;

At present, the Internet in the construction of smart cities can realize the connection between the environment and people. However, there is a lack of unified management of expatriates among multiple work units in the city, and information communication is not timely. It is easy to have multiple problems for one pending situation. All workstations are assigned expatriates, which leads to a waste of human resources and equipment resources and is not conducive to the management of smart cities;

In view of the above technical problems, this application proposes a solution.

Contents of the invention

In the present invention, front-end information is collected, the collected information is integrated through the information relay unit, and the collected information is distributed through the branch management unit, so that multiple departments can independently obtain what they need. The information does not require the coordination of other departments, which improves the work efficiency of a single department. When each department needs to dispatch personnel to perform operations, it first generates a resource mobilization signal and sends it to the resource flow mobilization unit for confirmation, and based on the feedback signal Confirm, so that you can know in time whether other workstations in the same department have sent personnel for processing, to prevent duplicate expatriates from multiple workstations at the same time, and to avoid the waste of human resources and equipment resources. At the end of the assignment , updating the information database by generating resource recovery signals, thereby improving the overall response and update speed of the smart city management system, solving the lack of unified management among multiple workstations in smart city management, and prone to the waste of repeated dispatching of a single event to be processed. In order to solve the problem of manpower and material resources, a smart city management system based on big data and artificial intelligence is proposed.

The object of the present invention can be achieved through the following technical solutions: a smart city management system based on big data and artificial intelligence, including an environmental monitoring unit, a camera control unit, an information relay unit, a branch management unit and a resource flow adjustment unit;

The environmental monitoring unit is used to connect multiple environmental monitoring stations set up in the city. The environmental monitoring station is used to monitor the environmental information of the city and send the monitored environmental data to the information relay unit. The camera control unit uses In order to connect to the road administration cameras installed in the city and obtain the camera picture data and camera status, the camera control unit sends the camera picture data and camera status to the information relay unit;

The information relay unit sends the environmental data, camera picture data and camera status to the corresponding department in charge, and the department in charge checks the environment data, camera picture data and camera status;

The branch management unit is used to access the city management department, where the city management department includes the environmental management department, the comprehensive management department and the police management department. The branch management unit can generate a data access signal and pass the data access The signal retrieves corresponding environmental data, camera screen data or camera status from the information relay unit. Multiple urban management departments can generate resource mobilization signals and resource recovery signals, and send resource mobilization signals and resource recovery signals to Resource flow adjustment unit;

After the resource flow adjustment unit obtains the resource mobilization signal, it analyzes the resource mobilization signal and feeds back the mobilization feedback signal to the branch management unit. After obtaining the mobilization feedback signal, the branch management unit sends the mobilization feedback signal Sent to the corresponding urban management department, which carries out work based on the mobilization feedback signal.

As a preferred embodiment of the present invention, when monitoring the environment, the environmental monitoring unit compares the monitored environmental data with the preset environmental data template value. If the monitored environmental data is different from the environmental data, The template value difference is greater than the preset difference level, an environmental abnormality signal is generated, and the environmental abnormality signal is sent to the information relay unit. After obtaining the environmental abnormality signal, the information relay unit sends the environmental abnormality signal to the branch The branch management unit sends the environmental abnormality signal to the environmental management department.

As a preferred embodiment of the present invention, the police management department can receive police information, retrieve corresponding camera screen data according to the police information, and generate a resource mobilization signal to send to the resource flow regulation unit before dispatching the police;

After obtaining the camera status, the comprehensive management department classifies the camera status into normal cameras and abnormal cameras, records the locations of all abnormal cameras, and marks the abnormal camera locations on the map. The comprehensive management department obtains the status of the workstation. location, and generate a route from the workstation that passes through all abnormal camera locations in sequence, record the route as a maintenance route, generate a resource mobilization signal based on the maintenance location, and send the resource mobilization signal to the resource flow adjustment unit.

As a preferred embodiment of the present invention, the resource flow adjustment unit can receive a resource mobilization signal, and after receiving the resource mobilization signal, records the personnel flow information and equipment flow information as personnel flow information and equipment flow information, And record it in the information database, where the personnel flow information includes the number, type and location of personnel, and the equipment flow information includes the type, quantity and location of equipment.

As a preferred embodiment of the present invention, after generating the resource mobilization signal, the branch management unit sends the resource mobilization signal to the resource flow adjustment unit, and the resource flow adjustment unit obtains the personnel flow information in the resource mobilization signal, Equipment flow information, and compare the personnel flow information and equipment flow information with the personnel flow information and equipment flow information in the information database respectively. If the personnel flow information and the personnel flow information do not overlap or the equipment flow information and the equipment flow If the information does not overlap, a transfer permission signal is generated and the transfer permission signal is fed back to the city management department. The city management department receives the transfer permission signal to mobilize resources; if the personnel flow information and the personnel flow information overlap and at the same time the equipment information and If the device flow information overlaps, a repeated resource mobilization signal is generated and sent to the branch management unit. After receiving the repeated resource mobilization signal, the branch management unit sends the resource repeated mobilization signal to the corresponding city management Department, the city management department determines the resource mobilization situation based on repeated resource mobilization signals.

As a preferred embodiment of the present invention, after receiving the repeated resource mobilization signal, the city management department can generate a resource mobilization intervention signal again, and send the resource mobilization access signal to the resource flow adjustment unit. After receiving the resource mobilization access signal, the unit does not compare it with the personnel flow information and equipment flow information, but directly saves it as another set of personnel flow information and equipment flow information. The city management department Carry out resource mobilization work after generating the resource mobilization intervention signal;

The city management department generates a resource recovery signal after the resource mobilization work is completed, and sends the resource recovery signal to the resource flow adjustment unit. After obtaining the resource flow adjustment unit, the resource flow adjustment unit transfers the corresponding personnel flow information and equipment The moved information is modified into historical personnel flow information and equipment historical flow information, and the historical personnel flow information and equipment historical flow information are saved in the information database.

A smart city management method based on big data and artificial intelligence, which includes the following steps:

Step 1: The environmental monitoring unit is connected to multiple environmental monitoring stations, and environmental information is collected through the environmental monitoring stations. The camera control unit is connected to multiple cameras, and the camera images and camera status are obtained through the camera acquisition unit;

Step 2: The information relay unit synthesizes multiple information and sends it to the branch management unit. The branch management unit and the multiple city management departments included in the branch management unit transfer information from the branch management unit according to needs. Get environmental data, camera screen data or camera status;

Step 3: When any city management department is working, it can generate a resource mobilization signal and send it to the resource flow adjustment unit. When the resource flow adjustment unit receives the resource mobilization signal, it will compare it with the resource mobilization signal that has been received. Comparison, if the comparison overlaps, a repeated resource mobilization signal is generated to avoid repeated assignment of personnel or equipment. If the comparison does not overlap, a resource mobilization allowed signal is generated;

Step 4: When the resource mobilization work of the urban management department is completed, a resource recycling signal is generated and sent to the resource flow adjustment unit to update the data of the information base in the resource flow adjustment unit.

Compared with the prior art, the beneficial effects of the present invention are:

In the present invention, front-end information is collected, the collected information is integrated through the information relay unit, and the collected information is distributed through the branch management unit, so that multiple departments can independently obtain what they need. Information does not require the coordination of other departments, which improves the work efficiency of a single department and reduces the workload of a certain department in order to cooperate with other departments.

In the present invention, when each department needs to dispatch personnel to perform operations, it first generates a resource mobilization signal and sends it to the resource flow adjustment unit for confirmation, and confirms based on the feedback signal, so that it can know in time whether other workstations in the same department have Personnel have been dispatched for processing to prevent repeated assignment of personnel to multiple workstations at the same time and avoid waste of human resources and equipment resources.

In the present invention, at the end of the dispatched work, the information database is updated by generating a resource recovery signal to ensure the timeliness of data update, thereby improving the overall response and update speed of the smart city management system, ensuring the stability of the system operation, and at the same time, historical The personnel operations and equipment operations are saved to facilitate review of the work situation, which is conducive to improving the efficiency of urban management.

Description of the drawings

In order to facilitate understanding by those skilled in the art, the present invention will be further described below in conjunction with the accompanying drawings.

Figure 1 is a system block diagram of the present invention;

Figure 2 is a schematic diagram of the branch management unit of the present invention.

Implementation

The technical solution of the present invention will be clearly and completely described below with reference to the embodiments. Obviously, the described embodiments are only some of the embodiments of the present invention, rather than all the embodiments. Based on the embodiments of the present invention, all other embodiments obtained by those of ordinary skill in the art without creative efforts fall within the scope of protection of the present invention.

Example

Please refer to Figures 1 and 2, a smart city management system based on big data and artificial intelligence, including an environmental monitoring unit, a camera control unit, an information relay unit, a branch management unit and a resource flow adjustment unit;

The environmental monitoring unit is used to connect multiple environmental monitoring stations in the city. The environmental monitoring station is used to monitor the environmental information of the city. When the environmental monitoring unit monitors the environment, it compares the monitored environmental data with the preset environment. The data template value is compared. If the difference between the monitored environmental data and the template value of the environmental data is greater than the preset difference level, an environmental abnormality signal is generated, and the environmental abnormality signal and the monitored environmental data are sent to the information relay. Unit, after the information relay unit obtains the environmental abnormality signal and the monitored environmental data, it sends the environmental abnormality signal and the monitored environmental data to the branch management unit, and the branch management unit sends the environmental abnormality signal and the monitored environmental data Sent to the environmental management department, the camera control unit is used to connect to the road management cameras installed in the city, and obtain the camera screen data and camera status in parallel. The camera control unit sends the camera screen data and camera status to the information relay unit;

The information relay unit sends the environmental data, camera screen data and camera status to the corresponding department in charge, and the department in charge checks the environmental data, camera screen data and camera status;

The branch management unit is used to access the city management department. The city management department includes the environmental management department, the comprehensive management department, and the police management department. The above departments all have the authority to view the information sent by the information relay unit with read-only permissions. , thus enabling a single department to obtain enough information to carry out work, eliminating the need for multi-department collaborative work steps, and improving work efficiency. After obtaining the camera status, the comprehensive management department classifies the camera status into normal cameras and abnormal cameras. And record all abnormal camera positions, mark the abnormal camera positions on the map, the comprehensive management department obtains the location of the workstation, and generates a route from the workstation through all abnormal camera positions in sequence, and records the route as a maintenance route. According to the The maintenance location generates a resource mobilization signal and sends the resource mobilization signal to the resource mobilization unit. The workstation is the office location of each department. Each department has multiple workstations in different locations in the city; the police management department can receive Police information, and retrieve the corresponding camera screen data based on the police information, and generate a resource mobilization signal before dispatching the police and send it to the resource flow adjustment unit. The branch management unit can generate a data access signal and obtain the information from the information through the data access signal. The corresponding environmental data, camera screen data or camera status are retrieved from the relay unit, and multiple city management departments can generate resource mobilization signals and resource recovery signals, and send the resource mobilization signals and resource recovery signals to the resource flow adjustment unit;

The resource flow adjustment unit can receive the resource mobilization signal. After receiving the resource mobilization signal, it records the personnel flow information and equipment flow information as personnel flow information and equipment flow information, and records them in the information database, in which personnel flow information The information includes the number and type of personnel and their location. The equipment flow information includes the type, quantity and location of equipment. The location of equipment and personnel are the expected arrival locations of personnel and equipment when dispatched. The resource flow adjustment unit obtains the resource mobilization signal. Afterwards, the resource mobilization signal is analyzed. The resource flow adjustment unit obtains the personnel flow information and equipment flow information in the resource mobilization signal, and combines the personnel flow information and equipment flow information with the personnel flow information and equipment flow information in the information database respectively. The information is compared. If the personnel flow information and the personnel flow information do not overlap or the equipment flow information and the equipment flow information do not overlap, a transfer allowed signal is generated; if the personnel flow information and the personnel flow information overlap and at the same time the equipment information and the equipment have flown If the flow information overlaps, a repeated resource mobilization signal is generated and the mobilization feedback signal is fed back to the branch management unit. The allowable mobilization signal and the resource repeated mobilization signal are both mobilization feedback signals. After obtaining the mobilization feedback signal, the branch management unit Send the mobilization feedback signal to the corresponding city management department. When the city management department receives the mobilization permission signal, it will mobilize resources according to the generated resource mobilization signal. After the city management department receives the resource repeated mobilization signal, the city management department will repeat the resource mobilization according to the signal. The signal determines the resource mobilization situation, that is, the city management department can generate a resource mobilization intervention signal again after receiving the repeated resource mobilization signal, and send the resource mobilization access signal to the resource flow adjustment unit. The resource flow adjustment unit receives the resource mobilization acceptance signal. After entering the signal, it is not compared with the personnel flow information and equipment flow information, and is directly saved as another set of personnel flow information and equipment flow information. The city management department will mobilize resources after generating the resource mobilization intervention signal. work, so that managers can give priority to their own judgment and avoid work delays caused by misjudgments in the system;

The city management department generates a resource recovery signal after the resource mobilization work is completed, and sends the resource recovery signal to the resource flow adjustment unit. After obtaining the resource flow adjustment unit, the resource flow adjustment unit modifies the corresponding personnel flow information and equipment flow information. Provide historical personnel flow information and equipment historical flow information, and save historical personnel flow information and equipment historical flow information in the information database to facilitate review of work conditions and improve the efficiency of urban management.

Example

Please refer to Figure 1-Figure 2, which shows a smart city management method based on big data and artificial intelligence. The method includes the following steps:

Step 1: The environmental monitoring unit is connected to multiple environmental monitoring stations, and environmental information is collected through the environmental monitoring stations. The camera control unit is connected to multiple cameras, and the camera images and camera status are obtained through the camera acquisition unit to realize the monitoring of the city. Front-end information collection and monitoring;

Step 2: The information relay unit synthesizes multiple information and sends it to the branch management unit. Multiple city management departments included in the branch management unit retrieve the environment from the branch management unit according to their needs. data, camera screen data or camera status, thereby improving the efficiency of the city management department when working alone and reducing unnecessary procedures;

Step 3: When any city management department is working, it can generate a resource mobilization signal and send it to the resource flow adjustment unit. When the resource flow adjustment unit receives the resource mobilization signal, it will compare it with the resource mobilization signal that has been received. Comparison, if the comparison overlaps, a repeated resource mobilization signal will be generated to avoid repeated assignment of personnel or equipment. If the comparison does not overlap, a permission transfer signal will be generated. At the same time, the manager can also perform resource mobilization again after receiving the repeated resource mobilization signal. Mobilize to improve the authority level of managers and ensure the stability of smart city system operations;

Step 4: When the resource mobilization work of the urban management department is completed, a resource recovery signal is generated and sent to the resource flow adjustment unit to update the data in the information database in the resource flow adjustment unit to facilitate review of the work situation. It is helpful to improve the efficiency of urban management.

In the present invention, front-end information is collected, the collected information is integrated through the information relay unit, and the collected information is distributed through the branch management unit, so that multiple departments can independently obtain what they need. The information does not require the coordination of other departments, which improves the work efficiency of a single department. When each department needs to dispatch personnel to perform operations, it first generates a resource mobilization signal and sends it to the resource flow mobilization unit for confirmation, and based on the feedback signal Confirm, so that you can know in time whether other workstations in the same department have sent personnel for processing, to prevent duplicate expatriates from multiple workstations at the same time, and to avoid the waste of human resources and equipment resources. At the end of the assignment , updating the information database by generating resource recovery signals, thereby improving the overall response and update speed of the smart city management system.

The preferred embodiments of the invention disclosed above are only intended to help illustrate the invention. The preferred embodiments do not describe all details, nor do they limit the invention to specific implementations. Obviously, many modifications and variations are possible in light of the contents of this specification. These embodiments are selected and described in detail in this specification to better explain the principles and practical applications of the present invention, so that those skilled in the art can better understand and utilize the present invention. The invention is limited only by the claims and their full scope and equivalents.

Claims (7)

1. A smart city management system based on big data and artificial intelligence, characterized by including an environmental monitoring unit, a camera control unit, an information relay unit, a branch management unit and a resource flow adjustment unit; The environmental monitoring unit is used to connect multiple environmental monitoring stations set up in the city. The environmental monitoring station is used to monitor the environmental information of the city and send the monitored environmental data to the information relay unit. The camera control unit uses In order to connect to the road administration cameras installed in the city and obtain the camera picture data and camera status, the camera control unit sends the camera picture data and camera status to the information relay unit; The information relay unit sends the environmental data, camera picture data and camera status to the corresponding department in charge, and the department in charge checks the environment data, camera picture data and camera status; The branch management unit is used to access the city management department, where the city management department includes the environmental management department, the comprehensive management department and the police management department. The branch management unit can generate a data access signal and pass the data access The signal retrieves corresponding environmental data, camera screen data or camera status from the information relay unit. Multiple urban management departments can generate resource mobilization signals and resource recovery signals, and send resource mobilization signals and resource recovery signals to Resource flow adjustment unit; After the resource flow adjustment unit obtains the resource mobilization signal, it analyzes the resource mobilization signal and feeds back the mobilization feedback signal to the branch management unit. After obtaining the mobilization feedback signal, the branch management unit sends the mobilization feedback signal Sent to the corresponding urban management department, which carries out work based on the mobilization feedback signal. 2. A smart city management system based on big data and artificial intelligence according to claim 1, characterized in that when the environmental monitoring unit monitors the environment, it compares the monitored environmental data with the preset The environmental data template value is compared. If the difference between the monitored environmental data and the template value of the environmental data is greater than the preset difference level, an environmental abnormality signal is generated and sent to the information relay unit. The information After acquiring the environmental abnormality signal, the relay unit sends the environmental abnormality signal to the branch management unit, and the branch management unit sends the environmental abnormality signal to the environmental management department. 3. A smart city management system based on big data and artificial intelligence according to claim 1, characterized in that the police management department can receive police information and retrieve corresponding camera images based on the police information. data, and generate a resource mobilization signal before sending an alarm and send it to the resource flow regulation unit; After obtaining the camera status, the comprehensive management department classifies the camera status into normal cameras and abnormal cameras, records the locations of all abnormal cameras, and marks the abnormal camera locations on the map. The comprehensive management department obtains the status of the workstation. location, and generate a route from the workstation that passes through all abnormal camera locations in sequence, record the route as a maintenance route, generate a resource mobilization signal based on the maintenance location, and send the resource mobilization signal to the resource flow adjustment unit. 4. A smart city management system based on big data and artificial intelligence according to claim 1, characterized in that the resource flow adjustment unit can receive a resource mobilization signal, and after receiving the resource mobilization signal, the personnel therein will flow. Information and equipment flow information is recorded as personnel flow information and equipment flow information, and is recorded in the information database. Personnel flow information includes the number of personnel, type of personnel, and location of personnel. Equipment flow information includes equipment type and equipment quantity. Device location. 5. A smart city management system based on big data and artificial intelligence according to claim 1, characterized in that, after generating a resource mobilization signal, the branch management unit sends the resource mobilization signal to the resource flow adjustment unit. , the resource flow adjustment unit obtains the personnel flow information and equipment flow information in the resource mobilization signal, and compares the personnel flow information and equipment flow information with the personnel flow information and equipment flow information in the information database respectively. If the personnel flow information If the flow information and the personnel flow information do not overlap, or the equipment flow information and the equipment flow information do not overlap, a transfer permission signal is generated, and the transfer permission signal is fed back to the city management department, and the city management department receives the transfer permission signal to carry out resource transfer. Mobilization; if the personnel flow information and the personnel flow information overlap and at the same time the equipment information and the equipment flow information overlap, a repeated resource mobilization signal is generated and the resource repeated mobilization signal is sent to the branch management unit, which receives After receiving the repeated resource mobilization signal, the resource repeated mobilization signal is sent to the corresponding city management department, and the city management department determines the resource mobilization situation based on the resource repeated mobilization signal. 6. A smart city management system based on big data and artificial intelligence according to claim 1, characterized in that the city management department can generate a resource mobilization intervention signal again after receiving the repeated resource mobilization signal, and The resource mobilization access signal is sent to the resource flow adjustment unit. After receiving the resource mobilization access signal, the resource flow adjustment unit does not compare it with the personnel flow information and equipment flow information, but directly saves it as another Group personnel have flown information and equipment has flown information, and the city management department performs resource mobilization work after generating a resource mobilization intervention signal; The city management department generates a resource recovery signal after the resource mobilization work is completed, and sends the resource recovery signal to the resource flow adjustment unit. After obtaining the resource flow adjustment unit, the resource flow adjustment unit transfers the corresponding personnel flow information and equipment The moved information is modified into historical personnel flow information and equipment historical flow information, and the historical personnel flow information and equipment historical flow information are saved in the information database. 7. A smart city management method based on big data and artificial intelligence, suitable for a smart city management system based on big data and artificial intelligence according to any one of claims 1 to 6, characterized in that the method includes Following steps: Step 1: The environmental monitoring unit is connected to multiple environmental monitoring stations, and environmental information is collected through the environmental monitoring stations. The camera control unit is connected to multiple cameras, and the camera images and camera status are obtained through the camera acquisition unit; Step 2: The information relay unit synthesizes multiple information and sends it to the branch management unit. The branch management unit and the multiple city management departments included in the branch management unit transfer information from the branch management unit according to needs. Get environmental data, camera screen data or camera status; Step 3: When any city management department is working, it can generate a resource mobilization signal and send it to the resource flow adjustment unit. When the resource flow adjustment unit receives the resource mobilization signal, it will compare it with the resource mobilization signal that has been received. Comparison, if the comparison overlaps, a repeated resource mobilization signal is generated to avoid repeated assignment of personnel or equipment. If the comparison does not overlap, a resource mobilization allowed signal is generated; Step 4: When the resource mobilization work of the urban management department is completed, a resource recycling signal is generated and sent to the resource flow adjustment unit to update the data of the information base in the resource flow adjustment unit.