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

Abstract

The present invention relates to the field of smart city management, and is used to solve the problem of lack of unified management among multiple workstations in smart city management, which easily wastes manpower and material resources. Specifically, it is a smart city management system based on big data and artificial intelligence. In the present invention, through front-end information collection, the collected information is integrated through an information relay unit, and the collected information is issued through a branch management unit, so that multiple departments can independently obtain the required information, thereby improving the work efficiency of a single department. When it is necessary to dispatch personnel to work, a resource mobilization signal is generated to the resource flow dispatching unit for confirmation, and confirmation is performed based on the feedback signal, so as to prevent the situation of repeated dispatch of personnel to multiple workstations at the same time, avoid the waste of human resources and equipment resources, and update the information database by generating a resource recovery signal, thereby improving the overall response and update speed of the smart city management system.

Description

Technical Field

[0001] The present invention relates to the field of smart city management, and in particular to a smart city management system based on big data and artificial intelligence. Background Art

[0002] With the continuous development of information technology, the intelligence of cities has become more and more in-depth, bringing great convenience to people's urban life. The application of Internet of Things technology in the construction of smart cities is mainly to use sensing devices and the Internet to achieve the connection between people, objects, machines and the environment, complete the rapid transmission and sharing of information resources, and the operation and control of objects, thereby establishing an intelligent service management system in the city and building a smart city;

[0003] At present, the Internet in the construction of smart cities can achieve the connection between the environment and people. However, there is a lack of unified management of dispatched personnel between multiple work units in the city, and information communication is not timely. It is easy for multiple workstations to dispatch personnel for a situation to be processed, resulting in a waste of human resources and equipment resources, which is not conducive to the management of smart cities.

[0004] In view of the above technical problems, this application proposes a solution. Summary of the invention

[0005] In the present invention, through front-end information collection, the collected information is integrated through the information relay unit, and the collected information is issued through the branch management unit, so that multiple departments can independently obtain the required information without the cooperation of other departments, thereby improving the work efficiency of a single department. When each department needs to dispatch personnel to perform work, it first generates a resource mobilization signal to the resource flow adjustment unit for confirmation, and confirms it based on the feedback signal, so that it can be timely understood whether other workstations in the same department have dispatched personnel for processing, thereby preventing the situation of repeated dispatch of personnel to multiple workstations at the same time, avoiding the waste of human resources and equipment resources, and at the end of the dispatch work, by generating a resource recovery signal to update the information database, thereby improving the overall response and update speed of the smart city management system, solving the problem of lack of unified management between multiple workstations in smart city management, and easily resulting in repeated dispatch of a pending event and wasting manpower and material resources, and proposing a smart city management system based on big data and artificial intelligence.

[0006] The purpose of the present invention can be achieved by the following technical solutions: A smart city management system based on big data and artificial intelligence, including an environment monitoring unit, a camera control unit, an information relay unit, a division management unit and a resource flow adjustment unit;

[0007] The environmental monitoring unit is used to connect to multiple environmental monitoring stations set up in the city. The environmental monitoring stations are used to monitor the environmental information of the city and send the monitored environmental data to the information relay unit. The camera control unit is used to connect to the road administration camera set up in the city and obtain the camera image data and camera status. The camera control unit sends the camera image data and camera status to the information relay unit;

[0008] The information relay unit sends the environment data, camera image data and camera status to the corresponding departments in charge, and the departments in charge check the environment data, camera image data and camera status;

[0009] The branch management unit is used to access the city management department, wherein the city management department includes the environment management department, the comprehensive management department and the police management department. The branch management unit can generate a data access signal, and retrieve the corresponding environment data, camera image data or camera status from the information relay unit through the data access signal. 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;

[0010] 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 to the corresponding urban management part, and the urban management department carries out work according to the mobilization feedback signal.

[0011] As a preferred embodiment of the present invention, when monitoring the environment, the environmental monitoring unit compares the monitored environmental data with a preset environmental data template value. If the difference between the monitored environmental data and the template value of the environmental data is greater than a preset difference level, an environmental abnormality signal is generated and sent to an information relay unit. After the information relay unit obtains the environmental abnormality signal, the environmental abnormality signal is sent to a branch management unit, and the branch management unit sends the environmental abnormality signal to the environmental management department.

[0012] As a preferred embodiment of the present invention, the police management department can receive police information, retrieve corresponding camera image data according to the police information, and generate a resource mobilization signal before the police is dispatched and send it to the resource flow dispatch unit;

[0013] 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 location of the workstation and generates a route from the workstation that passes through all abnormal camera locations in sequence, records the route as a maintenance route, generates a resource mobilization signal based on the maintenance position, and sends the resource mobilization signal to the resource flow dispatching unit.

[0014] As a preferred embodiment of the present invention, the resource flow adjustment unit is capable of receiving a resource mobilization signal, and after receiving the resource mobilization signal, records the personnel flow information and equipment flow information therein as personnel flow information and equipment flow information, and records them in an information database, wherein the personnel flow information includes the number of personnel, the type of personnel, and the location of personnel, and the equipment flow information includes the type of equipment, the number of equipment, and the location of equipment.

[0015] As a preferred embodiment of the present invention, after generating a 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 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 and the personnel flow information do not overlap or the equipment flow information and the equipment flow information do not overlap, a mobilization permission signal is generated and the mobilization permission signal is fed back to the city management department, and the city management department receives the mobilization permission signal to carry out resource 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 resource duplicate mobilization signal is generated and the resource duplicate mobilization signal is sent to the branch management unit, and after receiving the resource duplicate mobilization signal, the branch management unit sends the resource duplicate mobilization signal to the corresponding city management department, and the city management department determines the resource mobilization situation based on the resource duplicate mobilization signal.

[0016] As a preferred implementation of the present invention, the city management department can generate a resource mobilization intervention signal again after receiving a repeated resource mobilization signal, and send the resource mobilization access signal 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 the equipment flow information, but directly saves it as another set of personnel flow information and equipment flow information. The city management department performs resource mobilization after generating the resource mobilization intervention signal.

[0017] After the resource mobilization work is completed, the urban management department generates a resource recovery signal and sends the resource recovery signal to the resource flow adjustment unit. After obtaining the resource flow adjustment signal, the resource flow adjustment unit modifies the corresponding personnel flow information and equipment flow information into personnel historical flow information and equipment historical flow information, and saves the personnel historical flow information and equipment historical flow information in the information database.

[0018] A smart city management method based on big data and artificial intelligence, the method comprising the following steps:

[0019] 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 states are obtained through the camera collection unit;

[0020] Step 2: The information relay unit integrates the multiple information and sends it to the branch management unit, and the multiple city management departments contained in the branch management unit retrieve environmental data, camera image data or camera status from the branch management unit according to needs;

[0021] 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 compares it with the resource mobilization signal that has been received. If the comparison is overlapped, a resource duplication mobilization signal is generated to avoid duplicate dispatch of personnel or equipment. If the comparison is not overlapped, a mobilization permission signal is generated;

[0022] 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.

[0023] Compared with the prior art, the present invention has the following beneficial effects:

[0024] In the present invention, information is collected at the front end, and the collected information is integrated through an information relay unit, and the collected information is distributed through a branch management unit, so that multiple departments can independently obtain the required information without the need for coordination and cooperation from other departments, thereby improving the work efficiency of a single department and reducing the workload of a department in cooperating with other departments.

[0025] In the present invention, when each department needs to dispatch personnel to perform work, a resource mobilization signal is first generated to the resource flow adjustment unit for confirmation, and confirmation is performed based on the feedback signal, so that it can be timely understood whether other workstations in the same department have dispatched personnel to handle the work, thereby preventing the situation of repeated dispatch of personnel to multiple workstations at the same time and avoiding the waste of human and equipment resources.

[0026] In the present invention, when the dispatched work is completed, 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 system operation, and at the same time saving the historical personnel operations and equipment operations to facilitate the review of the work situation, which is beneficial to improving the efficiency of urban management. BRIEF DESCRIPTION OF THE DRAWINGS

[0027] In order to facilitate understanding by those skilled in the art, the present invention is further described below with reference to the accompanying drawings.

[0028] Figure 1 is a system block diagram of the present invention;

[0029] Figure 2 It is a schematic diagram of the division management unit of the present invention. Implementation

[0030] The technical scheme of the present invention will be described clearly and completely in conjunction with the embodiments below. Obviously, the described embodiments are only part of the embodiments of the present invention, not all of the embodiments. Based on the embodiments of the present invention, all other embodiments obtained by ordinary technicians in this field without creative work are within the scope of protection of the present invention. Example

[0031] See also Figure 1 - Figure 2 As shown, a smart city management system based on big data and artificial intelligence includes an environment monitoring unit, a camera control unit, an information relay unit, a branch management unit and a resource flow adjustment unit;

[0032] The environmental monitoring unit is used to connect multiple environmental monitoring stations set up in the city. The environmental monitoring stations are used to monitor the environmental information of the city. When monitoring the environment, the environmental monitoring unit compares the monitored environmental data with the preset environmental data template value. 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, the environmental abnormality signal and the monitored environmental data are sent to the branch management unit. The branch management unit sends the environmental abnormality signal and the monitored environmental data to the environmental management department. The camera control unit is used to connect to the road administration camera set up 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;

[0033] The information relay unit sends the environmental data, camera image data and camera status to the corresponding departments in charge, and the departments in charge check the environmental data, camera image data and camera status;

[0034] The branch management unit is used to access the city management department, which 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 authority, so that a single department can obtain sufficient information to carry out work, eliminating the steps of multi-department collaboration and improving work efficiency. After obtaining the camera status, the comprehensive management department classifies the camera status into normal cameras and abnormal cameras, and records the locations of all abnormal cameras, and marks the abnormal camera locations on the map. The comprehensive management department obtains the location of the workstation and generates a route from the workstation that passes through all abnormal camera locations in sequence, and records the route as a detection route. Repair route, generate resource mobilization signal according to the maintenance location, and send the resource mobilization signal to the resource flow dispatch 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, retrieve the corresponding camera image data according to the police information, and generate a resource mobilization signal before the police is dispatched and send it to the resource flow dispatch unit. The branch management unit can generate a data access signal, and retrieve the corresponding environmental data, camera image data or camera status from the information relay unit through the data access signal. 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 dispatch unit.

[0035] The resource flow dispatching unit is capable of receiving a resource mobilization signal, and after receiving the resource mobilization signal, records the personnel flow information and equipment flow information therein as personnel flow information and equipment flow information, and records them in an information base, wherein the personnel flow information includes the number of personnel, the type of personnel, and the position of personnel, and the equipment flow information includes the type of equipment, the number of equipment, and the position of equipment, and the equipment position and the personnel position are the locations where personnel and equipment are expected to arrive when dispatched. After the resource flow dispatching unit obtains the resource mobilization signal, it analyzes the resource mobilization signal, 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 base, respectively. 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 mobilization permission 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 flow information overlap, a resource duplicate mobilization signal is generated and sent to The branch management unit feeds back a mobilization feedback signal, wherein the mobilization permission signal and the resource duplicate mobilization signal are both mobilization feedback signals. After obtaining the mobilization feedback signal, the branch management unit sends the mobilization feedback signal to the corresponding city management part. When the city management department receives the mobilization permission signal, it performs resource mobilization according to the generated resource mobilization signal. After the city management department receives the resource duplicate mobilization signal, the city management department determines the resource mobilization situation according to the resource duplicate mobilization signal, that is, the city management department can generate a resource mobilization intervention signal again after receiving the resource duplicate mobilization signal, and send the resource mobilization access signal to the resource flow dispatch unit. After receiving the resource mobilization access signal, the resource flow dispatch unit does not compare it with the personnel flow information and the equipment flow information, but directly saves it as another set of personnel flow information and equipment flow information. After generating the resource mobilization intervention signal, the city management department performs resource mobilization work, so that management personnel can give priority to their own judgment and avoid work delays caused by misjudgment of the system;

[0036] After the resource mobilization work is completed, the urban management department generates a resource recovery signal and sends the resource recovery signal to the resource flow adjustment unit. After obtaining the resource flow adjustment signal, the resource flow adjustment unit modifies the corresponding personnel flow information and equipment flow information into personnel historical flow information and equipment historical flow information, and saves the personnel historical flow information and equipment historical flow information in the information database, which is convenient for reviewing the work situation and is conducive to improving the efficiency of urban management. Example

[0037] See also Figure 1 - Figure 2 As shown, a smart city management method based on big data and artificial intelligence includes the following steps:

[0038] 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 collection unit to realize the collection and monitoring of the front-end information of the city;

[0039] Step 2: The information relay unit integrates multiple information and sends it to the branch management unit. The multiple city management departments contained in the branch management unit retrieve environmental data, camera image data or camera status from the branch management unit according to needs, thereby improving the work efficiency of the city management department when working alone and reducing unnecessary procedures;

[0040] 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 compares it with the resource mobilization signal that has been received. If the comparison is overlapped, a resource duplication mobilization signal is generated to avoid repeated dispatch of personnel or equipment. If the comparison is not overlapped, a mobilization permission signal is generated. At the same time, the management personnel can also mobilize resources again after receiving the resource duplication mobilization signal, thereby improving the management personnel's authority level and ensuring the stability of the operation of the smart city system;

[0041] 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 of the resource flow adjustment unit, which is convenient for reviewing the work situation and is conducive to improving the efficiency of urban management.

[0042] In the present invention, through front-end information collection, the collected information is integrated through the information relay unit, and the collected information is issued through the branch management unit, so that multiple departments can independently obtain the required information without the cooperation of other departments, thereby improving the work efficiency of a single department. When each department needs to dispatch personnel to perform work, it first generates a resource mobilization signal to the resource flow adjustment unit for confirmation, and confirms it based on the feedback signal, so that it can be timely understood whether other workstations in the same department have dispatched personnel for processing, preventing the situation of repeated dispatch of personnel to multiple workstations at the same time, avoiding the waste of human and equipment resources, and at the end of the dispatched work, the information database is updated by generating a resource recovery signal, thereby improving the overall response and update speed of the smart city management system.

[0043] The preferred embodiments of the present invention disclosed above are only used to help explain the present invention. The preferred embodiments do not describe all the details in detail, nor do they limit the invention to only specific implementation methods. Obviously, many modifications and changes can be made according to the content of this specification. This specification selects and specifically describes these embodiments in order to better explain the principles and practical applications of the present invention, so that those skilled in the art can understand and use the present invention well. The present invention is limited only by the claims and their full scope and equivalents.

Claims

1. A smart city management system based on big data and artificial intelligence, characterized in that: It includes an environment 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 to multiple environmental monitoring stations set up in the city. The environmental monitoring stations are used to monitor the environmental information of the city and send the monitored environmental data to the information relay unit. The camera control unit is used to connect to the road administration camera set up in the city and obtain the camera image data and camera status. The camera control unit sends the camera image data and camera status to the information relay unit; The information relay unit sends the environment data, camera image data and camera status to the corresponding departments in charge, and the departments in charge check the environment data, camera image data and camera status; The branch management unit is used to access the city management department, wherein the city management department includes the environment management department, the comprehensive management department and the police management department. The branch management unit can generate a data access signal, and retrieve the corresponding environment data, camera image data or camera status from the information relay unit through the data access signal. 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; After the resource flow dispatching 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 to the corresponding city management department, and the city management department carries out work according to the mobilization feedback signal. The resource flow adjustment unit is capable of receiving a resource mobilization signal, and after receiving the resource mobilization signal, records the personnel flow information and equipment flow information therein as personnel flow information and equipment flow information, and records them in the information base, wherein the personnel flow information includes the number of personnel, the type of personnel, and the position of personnel, and the equipment flow information includes the type of equipment, the number of equipment, and the position of equipment; 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 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 and the personnel flow information do not overlap or the equipment flow information and the equipment flow information do not overlap, a mobilization permission signal is generated, and the mobilization permission signal is fed back to the city management department. The city management department receives the mobilization permission signal and performs resource 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 resource duplicate mobilization signal is generated and sent to the branch management unit. After receiving the resource duplicate mobilization signal, the branch management unit sends the resource duplicate mobilization signal to the corresponding city management department. The city management department determines the resource mobilization situation based on the resource duplicate mobilization signal; After receiving the repeated resource mobilization signal, the city management department can generate a resource mobilization intervention signal again, and send the resource mobilization intervention signal to the resource flow adjustment unit. After receiving the resource mobilization intervention signal, the resource flow adjustment unit does not compare it with the personnel flow information and the equipment flow information, but directly saves it as another set of personnel flow information and equipment flow information. The city management department performs resource mobilization after generating the resource mobilization intervention signal. After the resource mobilization work is completed, the urban management department generates a resource recovery signal and sends the resource recovery signal to the resource flow adjustment unit. After obtaining the resource flow adjustment signal, the resource flow adjustment unit modifies the corresponding personnel flow information and equipment flow information into personnel historical flow information and equipment historical flow information, and saves the personnel historical flow information and equipment historical flow information in the information database.

2. According to claim 1, a smart city management system based on big data and artificial intelligence is characterized in that: When monitoring the environment, the environmental monitoring unit compares the monitored environmental data with a preset environmental data template value. If the difference between the monitored environmental data and the environmental data template value is greater than a preset difference level, an environmental abnormality signal is generated and sent to the information relay unit. After the information relay unit obtains the environmental abnormality signal, it 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. According to claim 1, a smart city management system based on big data and artificial intelligence is characterized in that: The police management department can receive police information, retrieve corresponding camera image data according to the police information, and generate a resource mobilization signal before dispatching the police and send it to the resource flow dispatch 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 location of the workstation and generates a route from the workstation that passes through all abnormal camera locations in sequence, records the route as a maintenance route, generates a resource mobilization signal based on the maintenance position, and sends the resource mobilization signal to the resource flow dispatching unit.

4. A smart city management method based on big data and artificial intelligence, applicable to a smart city management system based on big data and artificial intelligence as claimed in any one of claims 1 to 3, characterized in that: The method comprises 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 states are obtained through the camera collection unit; Step 2: The information relay unit integrates the multiple information and sends it to the branch management unit, and the multiple city management departments contained in the branch management unit retrieve environmental data, camera image data or camera status from the branch management unit according to needs; 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 compares it with the resource mobilization signal that has been received. If the comparison is overlapped, a resource duplication mobilization signal is generated to avoid duplicate dispatch of personnel or equipment. If the comparison is not overlapped, a mobilization permission signal is generated; 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.

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