CN116934249A - Smart city management system based on big data and artificial intelligence - Google Patents
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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
Technical Field
The application relates to the field of intelligent city management, in particular to a system for intelligent city management based on big data and artificial intelligence.
Background
Along with the continuous development of information technology, the intellectualization of cities is more and more advanced, great convenience is brought to urban life of people, the application of the internet of things technology in smart city construction is mainly realized by means of sensing equipment and the Internet, and further, the connection among people, objects, machines and environments is realized, the rapid transmission and sharing of information resources and the operation control of the objects are completed, and an intelligent service management system is built in the cities, so that the smart city is constructed;
at present, the Internet in the construction of the smart city can realize the connection between the environment and people, however, the unified management of the personnel to be dispatched outside is lacking among a plurality of working units in the city, the information communication is not timely, the condition that the personnel to be dispatched outside is easy to appear for a plurality of working stations of a to-be-processed condition, thereby leading to the waste of manpower resources and equipment resources and being unfavorable for the management of the smart city;
the application provides a solution to the technical problem.
Disclosure of Invention
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 branch management unit, so that a plurality of departments can acquire the required information independently without cooperative cooperation of other departments, the working efficiency of a single department is improved, when each department needs to send out personnel to operate, a resource allocation signal is firstly generated to the resource flow adjustment unit to confirm, and is confirmed according to the fed-back signal, whether other work stations of the same department send out personnel to process can be timely known, the situation that repeated send out personnel occur to a plurality of work stations at the same time is prevented, waste of manpower resources and equipment resources is avoided, when the send out work is finished, the information base is updated through the generation of the resource recovery signal, the integral response and the update speed of the intelligent city management system are improved, the problem that unified management is lacking among the plurality of work stations in intelligent city management, the waste of manpower and manpower resources are easily caused repeatedly in a to be processed is solved, and the intelligent city management system based on big data and artificial intelligence is provided.
The aim of the application can be achieved by the following technical scheme: a smart city management system based on big data and artificial intelligence comprises an environment monitoring unit, a camera control unit, an information relay unit, a subsection management unit and a resource stream adjustment unit;
the environment monitoring unit is used for being connected with a plurality of environment monitoring stations arranged in a city, the environment monitoring stations are used for monitoring environment information of the city and sending the monitored environment data to the information relay unit, the camera control unit is used for being connected with a road administration camera arranged in the city and obtaining camera picture data and camera states, and the camera control unit sends the camera picture data and the camera states to the information relay unit;
the information relay unit respectively sends the environment data, the camera picture data and the camera state to a corresponding sub-management department, and the sub-management department checks the environment data, the camera picture data and the camera state;
the system comprises an information relay unit, a plurality of sub management units, a resource flow regulating unit and a resource recovery unit, wherein the sub management units are used for accessing to the urban management units, the urban management units comprise an environment management unit, a comprehensive management unit and a police management unit, the sub management units can generate data access signals, corresponding environment data, camera picture data or camera states are called from the information relay unit through the data access signals, and a plurality of urban management units can generate resource movement signals and resource recovery signals and send the resource movement signals and the resource recovery signals to the resource flow regulating unit;
after the resource flow regulating unit acquires the resource regulating signal, the resource regulating signal is analyzed, and a callback feedback signal is fed back to the branch management unit, the branch management unit sends the regulating feedback signal to a corresponding city management part after acquiring the regulating feedback signal, and the city management part performs work development according to the regulating feedback signal.
As a preferred embodiment of the present application, when the environment monitoring unit monitors the environment, the environment monitoring unit compares the monitored environment data with a preset environment data template value, if the difference between the monitored environment data and the environment data template value is greater than a preset difference level, an environment abnormality signal is generated, and the environment abnormality signal is sent to the information relay unit, after the information relay unit obtains the environment abnormality signal, the environment abnormality signal is sent to the sub-management unit, and the sub-management unit sends the environment abnormality signal to the environment management department.
As a preferred embodiment of the present application, the police management department can receive police information, call corresponding camera picture data according to the police information, and generate a resource mobilization signal before the police is sent to a resource stream call unit;
after the comprehensive management department obtains the camera states, the camera states are classified into normal cameras and abnormal cameras, all abnormal camera positions are recorded, the abnormal camera positions are marked on a map, the comprehensive management department obtains the positions of the work stations, generates routes sequentially passing through all the abnormal camera positions from the work stations, records the routes as maintenance routes, generates resource mobilization signals according to the maintenance positions, and sends the resource mobilization signals to the resource mobilization unit.
As a preferred embodiment of the present application, the resource flow regulating unit is capable of receiving the resource movement signal, recording therein the person flow information and the device flow information as the person flow information and the device flow information after receiving the resource movement signal, and recording them in the information base, wherein the person flow information includes the number of persons and the person type and the person position, and the device flow information includes the device type and the device number and the device position.
As a preferred embodiment of the present application, the division management unit sends the resource mobilization signal to the resource mobilization unit after generating the resource mobilization signal, the resource mobilization unit obtains personnel flow information and equipment flow information in the resource mobilization signal, and compares the personnel flow information and the equipment flow information with personnel flow information and equipment flow information in an information base respectively, if the personnel flow information and the personnel flow information are not overlapped or the equipment flow information and the equipment flow information are not overlapped, an allowable mobilization signal is generated, and the allowable mobilization signal is fed back to a city management department, and the city management department receives the allowable mobilization signal to perform resource mobilization; if the personnel flow information and the personnel flow information are overlapped and the equipment information and the equipment flow information are overlapped, generating a resource repeated mobilization signal, and sending the resource repeated mobilization signal to a branch management unit, wherein the branch management unit sends the resource repeated mobilization signal to a corresponding city management department after receiving the resource repeated mobilization signal, and the city management department determines the resource mobilization condition according to the resource repeated mobilization signal.
As a preferred embodiment of the present application, the city management department can generate the resource allocation intervention signal again after receiving the resource repetition allocation signal, and send the resource allocation access signal to the resource allocation unit, the resource allocation unit does not compare the resource allocation access signal with the personnel flowing information and the equipment flowing information after receiving the resource allocation access signal, and directly stores the resource allocation access signal as another group of personnel flowing information and equipment flowing information, and the city management department performs resource allocation work after generating the resource allocation intervention signal;
the city management department generates a resource recovery signal after the resource mobilization work is finished, and sends the resource recovery signal to the resource mobilization unit, and the resource mobilization unit modifies corresponding personnel flowing information and equipment flowing information into personnel historical flowing information and equipment historical flowing information after the resource mobilization signal is obtained, and stores the personnel historical flowing information and the equipment historical flowing information in an information base.
A smart city management method based on big data and artificial intelligence, the method comprising the steps of:
step one: the environment monitoring unit is connected with a plurality of environment monitoring stations, environmental information is acquired through the environment monitoring stations, the camera control unit is connected with a plurality of cameras, and camera pictures and camera states are acquired through the camera acquisition unit;
step two: the information relay unit synthesizes a plurality of pieces of information and sends the pieces of information to the branch management unit, and a plurality of city management departments contained in the branch management unit call environmental data, camera picture data or camera states from the branch management unit according to requirements;
step three: when any city management department works, the resource allocation signal can be generated and sent to the resource allocation unit, when the resource allocation unit receives the resource allocation signal, the resource allocation signal is compared with the received resource allocation signal, if the comparison is overlapped, a resource repeated allocation signal is generated, repeated personnel or equipment is avoided, and if the comparison is not overlapped, an allocation permission signal is generated;
step four: when the resource allocation work of the city management department is finished, a resource recovery signal is generated and sent to the resource allocation unit to update the data of the information base in the resource allocation unit.
Compared with the prior art, the application has the beneficial effects that:
in the application, the front-end information is acquired, the acquired information is integrated through the information relay unit, and the acquired information is issued through the sub-division management unit, so that a plurality of departments can obtain the required information independently, the cooperation of other departments is not needed, the working efficiency of a single department is improved, and the workload of a certain department for cooperation with other departments is reduced.
In the application, when each department needs to send out personnel to carry out the operation, firstly, a resource transferring signal is generated to the resource transferring unit to confirm, and the resource transferring unit confirms according to the fed back signal, so that whether other work stations of the same department send out personnel to process can be timely known, the situation that the personnel send out repeatedly for a plurality of work stations at the same time is prevented, and the waste of human resources and equipment resources is avoided.
In the application, when the outer dispatch work is finished, the information base is updated by generating the resource recovery signal, and the timeliness of data update is ensured, so that the overall response and update speed of the intelligent city management system are improved, the running stability of the system is ensured, and meanwhile, historical personnel operation and equipment operation are saved, thus being convenient for carrying out repeated operation on working conditions and being beneficial to improving the city management efficiency.
Drawings
The present application is further described below with reference to the accompanying drawings for the convenience of understanding by those skilled in the art.
FIG. 1 is a system block diagram of the present application;
FIG. 2 is a schematic diagram of a sub-management unit according to the present application.
Description of the embodiments
The technical solutions of the present application will be clearly and completely described in connection with the embodiments, and it is obvious that the described embodiments are only some embodiments of the present application, but not all embodiments. All other embodiments, which can be made by those skilled in the art based on the embodiments of the application without making any inventive effort, are intended to be within the scope of the application.
Examples
Referring to fig. 1-2, 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 subsection management unit and a resource stream adjustment unit;
the environment monitoring unit is used for being connected with a plurality of environment monitoring stations in the city, the environment monitoring stations are used for monitoring environment information of the city, when the environment monitoring unit monitors the environment, the monitored environment data are compared with a preset environment data template value, if the difference between the monitored environment data and the environment data is larger than a preset difference level, environment abnormal signals are generated, the environment abnormal signals and the monitored environment data are sent to the information relay unit, after the information relay unit obtains the environment abnormal signals and the monitored environment data, the environment abnormal signals and the monitored environment data are sent to the branch management unit, the branch management unit sends the environment abnormal signals and the monitored environment data to the environment management department, the camera control unit is used for being connected with a road administration camera arranged in the city, and obtaining camera picture data and camera states, and the camera control unit sends the camera picture data and the camera states to the information relay unit;
the information relay unit respectively sends the environment data, the camera picture data and the camera state to a corresponding sub-management department, and the sub-management department checks the environment data, the camera picture data and the camera state;
the system comprises a sub management unit, a comprehensive management unit and a resource flow regulation unit, wherein the sub management unit is used for accessing to a city management department, the city management department comprises an environment management department, a comprehensive management department and a police management department, the departments all have authority to check the information sent by the information relay unit in a read-only authority, so that a single department can acquire enough information to perform work, the working steps of cooperation of multiple departments are omitted, the working efficiency is improved, the comprehensive management department classifies the camera states into normal cameras and abnormal cameras after acquiring the camera states, records all abnormal camera positions, marks the abnormal camera positions on a map, the comprehensive management department acquires the positions of workstations, generates a route sequentially passing through all abnormal camera positions from the workstations, records the route as an overhaul route, generates resource movement signals according to the overhaul positions, and sends the resource movement signals to the resource flow regulation unit, the workstations are office sites of each subordinate, and each department is provided with a plurality of workstations at different positions in the city; the police management departments can receive police information, call corresponding camera picture data according to the police information, generate resource mobilization signals before police are sent to the resource stream modulation unit, the sub management units can generate data access signals, call corresponding environment data, camera picture data or camera states from the information relay unit through the data access signals, and the urban management departments can generate resource mobilization signals and resource recovery signals and send the resource mobilization signals and the resource recovery signals to the resource stream modulation unit;
the resource flow regulating unit can receive the resource regulating signal, record personnel flow information and equipment flow information in the resource regulating signal as personnel flow information and equipment flow information after the resource regulating signal is received, and record the personnel flow information and the equipment flow information in the information base, wherein the personnel flow information comprises personnel quantity, personnel wages and personnel positions, the equipment flow information comprises equipment types, equipment quantity and equipment positions, the equipment positions and the personnel positions are positions expected to be reached by personnel and equipment when the equipment positions are outside dispatching, after the resource flow regulating unit acquires the resource regulating signal, the resource regulating signal is analyzed, the resource flow regulating unit acquires the personnel flow information and the equipment flow information in the resource regulating signal, and compares the personnel flow information and the equipment flow information with the personnel flow information and the equipment flow information in the information base respectively, and generates a regulating signal if the personnel flow information and the equipment flow information are not overlapped or the equipment flow information and the equipment flow information are not overlapped; if the personnel flow information and the personnel flow information coincide and the equipment information and the equipment flow information coincide at the same time, generating a resource repeated allocation signal, and feeding back an allocation feedback signal to the branch management unit, wherein the allocation permission signal and the resource repeated allocation signal are allocation feedback signals, the branch management unit sends the allocation feedback signal to a corresponding city management part after acquiring the allocation feedback signal, when the city management department receives the allocation permission signal, resource allocation is carried out according to the generated resource allocation signal, after the city management department receives the resource repeated allocation signal, the city management department determines resource allocation condition according to the resource repeated allocation signal, namely, the city management department can generate resource allocation intervention signal again after receiving the resource repeated allocation signal and sends the resource allocation access signal to the resource allocation unit, and the resource allocation unit does not compare the resource allocation access signal with the personnel flow information and the equipment flow information after receiving the resource allocation access signal, directly stores the resource allocation feedback signal as other groups of personnel flow information and equipment flow information, and after generating the resource allocation intervention signal, the city management department carries out resource allocation operation according to the resource repeated allocation intervention signal, so that the city management department can be a main judgment system of priority is enabled to avoid the situation of the resource management department;
after resource allocation work is finished, the city management department generates a resource recovery signal and sends the resource recovery signal to the resource allocation unit, and the resource allocation unit modifies corresponding personnel flowing information and equipment flowing information into personnel historical flowing information and equipment historical flowing information after acquiring the resource allocation signal, and stores the personnel historical flowing information and the equipment historical flowing information in an information base, so that the operation condition is conveniently duplicated, and the city management efficiency is improved
Examples
Referring to fig. 1-2, a smart city management method based on big data and artificial intelligence, the method comprises the following steps:
step one: the environment monitoring unit is connected with a plurality of environment monitoring stations, environmental information is collected through the environment monitoring stations, the camera control unit is connected with a plurality of cameras, and camera pictures and camera states are obtained through the camera collecting unit, so that front-end information of cities is collected and monitored;
step two: the information relay unit synthesizes a plurality of pieces of information and sends the pieces of information to the branch management unit, and a plurality of city management departments contained in the branch management unit call environmental data, camera picture data or camera states from the branch management unit according to requirements, so that the working efficiency of the city management departments when working independently is improved, and unnecessary programs are reduced;
step three: when any city management department works, the resource allocation signal can be generated and sent to the resource allocation unit, when the resource allocation unit receives the resource allocation signal, the resource allocation unit compares the resource allocation signal with the received resource allocation signal, if the comparison is overlapped, a resource repeated allocation signal is generated, repeated outsourcing personnel or equipment is avoided, if the comparison is not overlapped, an allocation permission signal is generated, and meanwhile, the manager can also allocate the resource again after receiving the resource repeated allocation signal, so that the authority level of the manager is improved, and the running stability of the smart city system is ensured;
step four: when the resource allocation work of the city management department is finished, a resource recovery signal is generated and sent to the resource allocation unit, so that the data of the information base in the resource allocation unit is updated, the operation condition is convenient to multiplex, and the city management efficiency is improved.
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, so that a plurality of departments can acquire required information independently without cooperation of other departments, the working efficiency of the single department is improved, when each department needs to send out personnel to perform work, a resource transferring signal is firstly generated to the resource flow adjustment unit to confirm, and is confirmed according to the fed-back signal, whether other work stations of the same department send out personnel to process can be timely known, the situation that repeated send out personnel occur to a plurality of work stations at the same time is prevented, waste of manpower resources and equipment resources is avoided, when the send out work is finished, the information base is updated through the generation of the resource recycling signal, and accordingly the whole response and updating speed of the intelligent city management system are improved.
The preferred embodiments of the application disclosed above are intended only to assist in the explanation of the application. The preferred embodiments are not intended to be exhaustive or to limit the application to the precise form disclosed. Obviously, many modifications and variations are possible in light of the above teaching. The embodiments were chosen and described in order to best explain the principles of the application and the practical application, to thereby enable others skilled in the art to best understand and utilize the application. The application is limited only by the claims and the full scope and equivalents thereof.
Claims (7)
1. The intelligent city management system based on big data and artificial intelligence is characterized by comprising an environment monitoring unit, a camera control unit, an information relay unit, a subsection management unit and a resource stream adjustment unit;
the environment monitoring unit is used for being connected with a plurality of environment monitoring stations arranged in a city, the environment monitoring stations are used for monitoring environment information of the city and sending the monitored environment data to the information relay unit, the camera control unit is used for being connected with a road administration camera arranged in the city and obtaining camera picture data and camera states, and the camera control unit sends the camera picture data and the camera states to the information relay unit;
the information relay unit respectively sends the environment data, the camera picture data and the camera state to a corresponding sub-management department, and the sub-management department checks the environment data, the camera picture data and the camera state;
the system comprises an information relay unit, a plurality of sub management units, a resource flow regulating unit and a resource recovery unit, wherein the sub management units are used for accessing to the urban management units, the urban management units comprise an environment management unit, a comprehensive management unit and a police management unit, the sub management units can generate data access signals, corresponding environment data, camera picture data or camera states are called from the information relay unit through the data access signals, and a plurality of urban management units can generate resource movement signals and resource recovery signals and send the resource movement signals and the resource recovery signals to the resource flow regulating unit;
after the resource flow regulating unit acquires the resource regulating signal, the resource regulating signal is analyzed, and a callback feedback signal is fed back to the branch management unit, the branch management unit sends the regulating feedback signal to a corresponding city management part after acquiring the regulating feedback signal, and the city management part performs work development according to the regulating feedback signal.
2. The smart city management system based on big data and artificial intelligence according to claim 1, wherein the environment monitoring unit compares the monitored environment data with a preset environment data template value when monitoring the environment, generates an environment abnormality signal if a difference between the monitored environment data and the environment data template value is greater than a preset difference level, and transmits the environment abnormality signal to the information relay unit, and the information relay unit transmits the environment abnormality signal to the division management unit, which transmits the environment abnormality signal to the environment management unit after acquiring the environment abnormality signal.
3. The intelligent city management system based on big data and artificial intelligence of claim 1, wherein the police management department can receive police information, call corresponding camera picture data according to the police information, and generate a resource mobilization signal to be sent to a resource stream call unit before the police is sent out;
after the comprehensive management department obtains the camera states, the camera states are classified into normal cameras and abnormal cameras, all abnormal camera positions are recorded, the abnormal camera positions are marked on a map, the comprehensive management department obtains the positions of the work stations, generates routes sequentially passing through all the abnormal camera positions from the work stations, records the routes as maintenance routes, generates resource mobilization signals according to the maintenance positions, and sends the resource mobilization signals to the resource mobilization unit.
4. The smart city management system of claim 1, wherein the resource flow regulating unit is capable of receiving the resource movement signal, recording the personnel flow information and the equipment flow information therein as personnel flow information and equipment flow information after receiving the resource movement signal, and recording the personnel flow information in the information base, wherein the personnel flow information comprises the number of personnel and the personnel type and the personnel position, and the equipment flow information comprises the equipment type and the equipment number and the equipment position.
5. The smart city management system based on big data and artificial intelligence according to claim 1, wherein the subsection management unit sends the resource mobilization signal to the resource mobilization unit after generating the resource mobilization signal, the resource mobilization unit obtains personnel flow information and equipment flow information in the resource mobilization signal and compares the personnel flow information and the equipment flow information with personnel flow information and equipment flow information in an information base respectively, and if the personnel flow information and the personnel flow information are not coincident or the equipment flow information and the equipment flow information are not coincident, an enable mobilization signal is generated and fed back to a city management department, and the city management department receives the enable mobilization signal for resource mobilization; if the personnel flow information and the personnel flow information are overlapped and the equipment information and the equipment flow information are overlapped, generating a resource repeated mobilization signal, and sending the resource repeated mobilization signal to a branch management unit, wherein the branch management unit sends the resource repeated mobilization signal to a corresponding city management department after receiving the resource repeated mobilization signal, and the city management department determines the resource mobilization condition according to the resource repeated mobilization signal.
6. The smart city management system based on big data and artificial intelligence according to claim 1, wherein the city management department can generate the resource allocation intervention signal again after receiving the resource allocation signal, and send the resource allocation access signal to the resource allocation unit, the resource allocation unit does not compare the resource allocation access signal with the personnel and equipment flowing information after receiving the resource allocation access signal, and directly stores the resource allocation access signal as another group of personnel flowing information and equipment flowing information, and the city management department performs resource allocation work after generating the resource allocation intervention signal;
the city management department generates a resource recovery signal after the resource mobilization work is finished, and sends the resource recovery signal to the resource mobilization unit, and the resource mobilization unit modifies corresponding personnel flowing information and equipment flowing information into personnel historical flowing information and equipment historical flowing information after the resource mobilization signal is obtained, and stores the personnel historical flowing information and the equipment historical flowing information in an information base.
7. A smart city management method based on big data and artificial intelligence, which is applicable to the smart city management system based on big data and artificial intelligence as claimed in any one of claims 1 to 6, and is characterized in that the method comprises the following steps:
step one: the environment monitoring unit is connected with a plurality of environment monitoring stations, environmental information is acquired through the environment monitoring stations, the camera control unit is connected with a plurality of cameras, and camera pictures and camera states are acquired through the camera acquisition unit;
step two: the information relay unit synthesizes a plurality of pieces of information and sends the pieces of information to the branch management unit, and a plurality of city management departments contained in the branch management unit call environmental data, camera picture data or camera states from the branch management unit according to requirements;
step three: when any city management department works, the resource allocation signal can be generated and sent to the resource allocation unit, when the resource allocation unit receives the resource allocation signal, the resource allocation signal is compared with the received resource allocation signal, if the comparison is overlapped, a resource repeated allocation signal is generated, repeated personnel or equipment is avoided, and if the comparison is not overlapped, an allocation permission signal is generated;
step four: when the resource allocation work of the city management department is finished, a resource recovery signal is generated and sent to the resource allocation unit to update the data of the information base in the resource allocation unit.
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| CN202310837646.4A CN116934249A (en) | 2023-07-10 | 2023-07-10 | Smart city management system based on big data and artificial intelligence |
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