Intelligent street lamp management system

Abstract

The invention discloses an intelligent street lamp management system, which comprises an intelligent street lamp, a street lamp controller and an artificial intelligence control module, and is characterized in that the street lamp controller is in communication connection with the intelligent street lamp and the artificial intelligence control module; the artificial intelligence control module is used for receiving the control request and sending a control signal to the street lamp controller according to the environment parameters of the intelligent street lamp and the control request; the street lamp controller is used for controlling the intelligent street lamp to illuminate according to the control signal. The intelligent street lamp management system controls the intelligent street lamp to illuminate according to the environment parameters of the intelligent street lamp and the control request, so that the intelligent street lamp emits light according to the environment parameters, the power consumption waste of the intelligent street lamp can be reduced, and the energy consumption utilization rate of the intelligent street lamp system can be improved.

Description

Technical Field

[0001] The present application belongs to the technical field of street lamp management, and in particular, relates to an intelligent street lamp management system. Background Art

[0002] With the continuous development of social economy and the continuous expansion of urban scale, street lamps, as public infrastructure of cities, are not only an important part of urban construction, but also inseparable from people's daily life, playing an immeasurable role in urban social security, traffic safety and urban appearance. At the same time, the advancement of street lamp management and control directly reflects the level of urban modernization and civilization.

[0003] Currently, a street lamp system includes a plurality of street lamps which are arranged at intervals in a wider area, and the street lamp system controls the lighting of the plurality of street lamps with the same control current.

[0004] However, the control current actually required for street lamps in brighter ambient light in the street lamp system is not the same as the control current actually required for street lamps in darker ambient light. For example, street lamps in brighter ambient light actually require a smaller control current, while street lamps in darker ambient light actually require a larger control current. When the same control current is used to control the lighting of street lamps in different ambient light in the street lamp system, energy consumption of the street lamp system will be wasted. Summary of the invention

[0005] In view of this, an embodiment of the present application provides an intelligent street light management system to overcome the above problems of the prior art.

[0006] In the first aspect, an embodiment of the present application provides an intelligent street light management system, including an intelligent street light, a street light controller and an artificial intelligence control module, wherein the street light controller is communicatively connected to the intelligent street light and the artificial intelligence control module; the artificial intelligence control module is used to receive a control request, and send a control signal to the street light controller according to the environmental parameters of the intelligent street light and the control request; the street light controller is used to control the intelligent street light for lighting according to the control signal.

[0007] Among them, in some optional embodiments, the intelligent street light management system also includes a natural language processing module and a terminal device, and the natural language processing module is communicatively connected to the terminal device and the artificial intelligence control module; the terminal device is used to send a first natural language instruction to the natural language processing module; the natural language processing module is used to parse the first natural language instruction to obtain the control request, and send the control request to the artificial intelligence control module.

[0008] Wherein, in some optional embodiments, the natural language processing module is configured with a large language model;

[0009] The natural language processing module is used to input the first natural language instruction to the large language model, so that the large language model outputs the control request according to the first natural language instruction.

[0010] Among them, in some optional embodiments, the terminal device is also used to send a second natural language instruction to the natural language processing module; the natural language processing module is also used to parse the second natural language instruction to obtain a query request, and send the query request to the artificial intelligence control module; the artificial intelligence control module is also used to send a query signal to the street light controller according to the query request; the street light controller is also used to determine the street light status of the smart street light according to the query signal, and send the street light status to the artificial intelligence control module, so that the artificial intelligence control module returns the street light status to the terminal device via the natural language processing module.

[0011] Among them, in some optional embodiments, the intelligent street light management system also includes an artificial intelligence monitoring module, which is communicatively connected to the artificial intelligence control module; the artificial intelligence monitoring module is used to collect the environmental parameters and send the environmental parameters to the artificial intelligence control module.

[0012] Among them, in some optional embodiments, the artificial intelligence monitoring module is also communicatively connected to the natural language processing module; the artificial intelligence monitoring module is also used to monitor the operation of the smart street lamp, and when it is detected that the smart street lamp is operating abnormally, the operating parameters of the smart street lamp are sent to the natural language processing module; the natural language processing module is also used to generate and send corresponding operation and maintenance strategies to the terminal device according to the operating parameters; the terminal device is also used to display the operation and maintenance strategies to the operation and maintenance personnel.

[0013] Among them, in some optional embodiments, the natural language processing module is configured with a retrieval enhancement generation model, the intelligent street light management system also includes a street light operation and maintenance knowledge base, and the natural language processing module is communicatively connected to the street light operation and maintenance knowledge base; the natural language processing module is also used to input the operating parameters into the retrieval enhancement generation model, so that the retrieval enhancement generation model searches the street light operation and maintenance knowledge base according to the operating parameters to obtain the operation and maintenance strategy.

[0014] Among them, in some optional embodiments, the artificial intelligence monitoring module includes a first sensor and a second sensor, the first sensor is communicatively connected to the artificial intelligence control module, and the second sensor is communicatively connected to the natural language processing module; the first sensor is used to collect the environmental parameters and send the environmental parameters to the artificial intelligence control module; the second sensor is used to collect the operating parameters of the smart street lamp, and monitor the operation of the smart street lamp according to the operating parameters, and when it is detected that the smart street lamp is operating abnormally, the operating parameters are sent to the natural language processing module.

[0015] Among them, in some optional embodiments, the artificial intelligence monitoring module is also used to generate alarm information when it detects that the smart street lamp is operating abnormally.

[0016] Among them, in some optional embodiments, the natural language processing module is connected to the terminal device, the artificial intelligence control module and the artificial intelligence monitoring module based on a preset wireless communication protocol, the street lamp controller is connected to the artificial intelligence control module and the artificial intelligence monitoring module based on the preset wireless communication protocol, and the artificial intelligence control module is connected to the artificial intelligence monitoring module based on the preset wireless communication protocol.

[0017] Among them, in some optional embodiments, the preset wireless communication protocol can be any one of a narrowband Internet of Things communication protocol, a Cat1 communication protocol, or a low-voltage power line high-speed carrier communication protocol.

[0018] The intelligent street light management system provided by the present application includes an intelligent street light, a street light controller and an artificial intelligence control module, wherein the street light controller is communicatively connected to the intelligent street light and the artificial intelligence control module; the artificial intelligence control module is used to receive a control request and send a control signal to the street light controller according to the environmental parameters of the intelligent street light and the control request; the street light controller is used to control the intelligent street light to illuminate according to the control signal. The intelligent street light management system controls the intelligent street light to illuminate according to the environmental parameters and control request of the intelligent street light, so that the intelligent street light emits light according to the environmental parameters, which can reduce the power consumption waste of the intelligent street light and is conducive to improving the energy consumption utilization rate of the intelligent street light system. BRIEF DESCRIPTION OF THE DRAWINGS

[0019] In order to more clearly illustrate the technical solutions in the embodiments of the present application, the drawings required for use in the embodiments or the description of the prior art will be briefly introduced below. Obviously, the drawings described below are only some embodiments of the present application. For ordinary technicians in this field, other drawings can be obtained based on these drawings without paying any creative work.

[0020] Figure 1A structural schematic diagram of an intelligent street light management system provided in an embodiment of the present application is shown.

[0021] Figure 2 Another structural schematic diagram of the intelligent street light management system provided in an embodiment of the present application is shown. DETAILED DESCRIPTION

[0022] In order to make the purpose, features, and advantages of the invention of this application more obvious and easy to understand, the technical solutions in the embodiments of this application will be clearly and completely described below in conjunction with the drawings in the embodiments of this application. Obviously, the embodiments described below are only part of the embodiments of this application, not all of them. Based on the embodiments in this application, all other embodiments obtained by ordinary technicians in this field without creative work are within the scope of protection of this application.

[0023] It should be understood that when used in this specification and the appended claims, the term "comprising" indicates the presence of described features, integers, steps, operations, elements and / or components, but does not exclude the presence or addition of one or more other features, integers, steps, operations, elements, components and / or groups thereof.

[0024] It should also be understood that the terms used in this application specification are only for the purpose of describing specific embodiments and are not intended to limit the application. As used in this application specification and the appended claims, unless the context clearly indicates otherwise, the singular forms "a", "an" and "the" are intended to include plural forms.

[0025] It should be further understood that the term “and / or” used in the specification and appended claims refers to any combination and all possible combinations of one or more of the associated listed items, and includes these combinations.

[0026] In addition, in the description of the present application, the terms "first", "second", "third", etc. are only used to distinguish the description and cannot be understood as indicating or implying relative importance.

[0027] With the continuous development of social economy and the continuous expansion of urban scale, street lamps, as public infrastructure of cities, are not only an important part of urban construction, but also inseparable from people's daily life, playing an immeasurable role in urban social security, traffic safety and urban appearance. At the same time, the advancement of street lamp management and control directly reflects the level of urban modernization and civilization.

[0028] Currently, a street lamp system includes a plurality of street lamps which are arranged at intervals in a wider area, and the street lamp system controls the lighting of the plurality of street lamps with the same control current.

[0029] However, the control current actually required for street lamps in brighter ambient light in the street lamp system is not the same as the control current actually required for street lamps in darker ambient light. For example, street lamps in brighter ambient light actually require a smaller control current, while street lamps in darker ambient light actually require a larger control current. When the same control current is used to control the lighting of street lamps in different ambient light in the street lamp system, energy consumption of the street lamp system will be wasted.

[0030] In view of the above problems, the embodiment of the present application provides an intelligent street light management system, which includes an intelligent street light, a street light controller and an artificial intelligence control module. The street light controller is communicatively connected to the intelligent street light and the artificial intelligence control module; the artificial intelligence control module is used to receive control requests and send control signals to the street light controller according to the environmental parameters and control requests of the intelligent street light; the street light controller is used to control the intelligent street light to illuminate according to the control signal. The intelligent street light management system controls the intelligent street light to illuminate according to the environmental parameters and control requests of the intelligent street light, so that the intelligent street light emits light according to the environmental parameters, which can reduce the power consumption waste of the intelligent street light and is conducive to improving the energy consumption utilization rate of the intelligent street light system.

[0031] The technical solutions in the embodiments of the present application will be clearly and completely described below in conjunction with the drawings in the embodiments of the present application.

[0032] See also Figure 1 The embodiment of the present application provides an intelligent street light management system 10, which includes an intelligent street light 100, a street light controller 200 and an artificial intelligence (AI) control module 300. The street light controller 200 is communicatively connected to the intelligent street light 100 and the AI ​​control module 300.

[0033] The AI ​​control module 300 is used to receive a control request and send a control signal to the street light controller 200 according to the environmental parameters and control request of the smart street light 100; the street light controller 200 is used to control the smart street light 100 to illuminate according to the control signal. The smart street light management system 10 controls the smart street light 100 to illuminate according to the environmental parameters and control request of the smart street light 100, so that the smart street light 100 emits light according to the environmental parameters, which can reduce the power consumption waste of the smart street light 100 and is conducive to improving the energy consumption utilization rate of the smart street light system.

[0034] Among them, the control request can be used to indicate lighting control of the smart street lamp 100 or query control of the smart street lamp 100, and the environmental parameters may include at least any one of ambient light, weather conditions (for example, sunny, rainy or snowy, etc.), ambient temperature and road traffic conditions (for example, road traffic congestion or road traffic flow, etc.), which are not limited here.

[0035] In some embodiments, the smart street lamp 100 refers to a lamp installed on both sides of a road or in the middle of a road to provide lighting for vehicles and / or pedestrians at night. The smart street lamp 100 can be any one of a light emitting diode (LED) street lamp, an incandescent lamp street lamp, a fluorescent lamp street lamp, a sodium lamp street lamp, a laser street lamp, or a mercury lamp, etc. The type of the smart street lamp 100 is not limited here, and can be set according to actual needs.

[0036] In some embodiments, the street light controller 200 may be disposed in the smart street light 100, and the street light controller 200 may be used to perform switching operations or dimming operations on the smart street light 100, which is not limited here.

[0037] In some embodiments, the AI ​​control module 300 may have multiple control circuits built in, and the AI ​​control module 300 may be used to generate a control signal for controlling at least any one of the multiple control circuits based on a received control request and environmental parameters of the smart street lamp 100.

[0038] In some embodiments, see Figure 2 The intelligent street lamp management system 10 may further include a natural language processing module 400 and a terminal device 500 . The natural language processing module 400 may be communicatively connected to the terminal device 500 and the AI ​​control module 300 .

[0039] The terminal device 500 can be used to send a first natural language instruction to the natural language processing module 400; the natural language processing module 400 can be used to parse the first natural language instruction to obtain a control request, and send the control request to the AI ​​control module 300. The user can interact with the smart street light management system 10 in natural language through the natural language processing module 400, and the user can control the smart street light 100 without mastering professional control technology, which is conducive to expanding the application scenarios of the smart street light management system 10.

[0040] The first natural language instruction may be used to represent a control instruction for controlling the lighting of the smart street lamp 100. For example, the first natural voice instruction may be "turn on all street lamps on a certain road".

[0041] In some embodiments, the terminal device 500 can be any one of a mobile terminal device (for example, a mobile phone, a PDA (Personal Digital Assistant), a tablet computer (Tablet Personal Computer, Tablet PC), a laptop computer, a smart watch, a smart bracelet, etc.) and a fixed terminal device (for example, a desktop computer, a smart panel, an all-in-one computer, etc.), and is not limited here.

[0042] In some embodiments, the natural language processing module 400 can be integrated on an edge computing device, for example, the natural language processing module 400 can be integrated on a platform server.

[0043] The platform server can be an independent physical server, a server cluster or distributed system composed of multiple physical servers, or any of the cloud servers that provide basic cloud computing services such as cloud services, cloud databases, cloud computing, cloud functions, cloud storage, network services, cloud communications, middleware services, domain name services, security services, content delivery networks (CDN), big data or artificial intelligence platforms, etc., without limitation here.

[0044] In some embodiments, the terminal device 500 can also be used to send a second natural language instruction to the natural language processing module 400; the natural language processing module 400 can also be used to parse the second natural language instruction to obtain a query request, and send the query request to the AI ​​control module 300.

[0045] The AI ​​control module 300 can also be used to send a query signal to the street light controller 200 according to the query request; the street light controller 200 can also be used to determine the street light status of the smart street light 100 according to the query signal, and send the street light status to the AI ​​control module 300, so that the AI ​​control module 300 returns the street light status to the terminal device 500 via the natural language processing module 400. The user queries the status of the smart street light 100 based on the natural language processing module 400, so that when the smart street light 100 is found to be in an abnormal working state, the smart street light 100 can be processed in time, which is conducive to improving the user's management experience of the smart street light 100.

[0046] The second natural language instruction may be used to represent a query instruction for querying the smart street lamp 100. For example, the second natural voice instruction may be "check the status of street lamps in a certain area".

[0047] The street light status may include a normal working status and an abnormal working status, etc. The type of street light status is not limited here and can be set according to actual needs.

[0048] In some embodiments, the natural language processing module 400 may be configured with a large language model (LLM), and the natural language processing module 400 may be used to input a first natural language instruction to the LLM, so that the LLM outputs a control request according to the first natural language instruction. The natural language processing module 400 converts the first natural language instruction into a control request based on the LLM, which simplifies the conversion process of converting the natural language instruction, and is conducive to simplifying the control process of controlling the smart street lamp 100.

[0049] In some embodiments, the natural language processing module 400 can also be used to input a second natural language instruction to the LLM, so that the LLM outputs a query request according to the second natural language instruction. The natural language processing module 400 converts the second natural language instruction into a query request based on the LLM, which simplifies the conversion process of converting the natural language instruction, and is conducive to simplifying the query process of querying the smart street lamp 100.

[0050] In some embodiments, the smart street light management system 10 may further include an AI monitoring module 600, which may be communicatively connected to the AI ​​control module 300. The AI ​​monitoring module 600 may be used to collect environmental parameters of the smart street light 100 and send the environmental parameters to the AI ​​control module 300. The AI ​​monitoring module 600 monitors environmental parameters in real time so as to dynamically adjust the lighting strategy according to the environmental parameters, which is conducive to improving the control accuracy of the smart street light 100 system.

[0051] In some embodiments, the AI ​​control module 300 can also be used to generate an adjustment signal according to the road lighting standard, control signal and environmental parameters of the smart street lamp 100, and send the adjustment signal to the street lamp controller 200; the street lamp controller 200 is also used to adjust the lighting of the smart street lamp 100 according to the received adjustment signal. The lighting strategy of the smart street lamp 100 is adjusted based on the road lighting standard, control request and environmental parameters so that the smart street lamp 100 meets the user's control needs and meets the road lighting standard, which is conducive to improving the user's control experience of controlling the smart street lamp 100.

[0052] In some embodiments, the AI ​​monitoring module 600 can also be communicatively connected to the natural language processing module 400. The AI ​​monitoring module 600 can also be used to monitor the operation of the smart street lamp 100, and when it is detected that the smart street lamp 100 is operating abnormally, the operating parameters of the smart street lamp 100 are sent to the natural language processing module 400.

[0053] The natural language processing module 400 can also be used to generate and send corresponding operation and maintenance strategies to the terminal device 500 according to the operation parameters, and the terminal device 500 can also be used to display the operation and maintenance strategies to the operation and maintenance personnel. The operation status of the smart street lamp 100 is monitored based on the AI ​​monitoring module 600, and when the operation of the smart street lamp 100 is detected to be abnormal, the operation and maintenance strategy is displayed to the operation and maintenance personnel so that the operation and maintenance personnel can handle the smart street lamp 100 in time, which is conducive to improving the user's control experience of controlling the smart street lamp 100.

[0054] Among them, the AI ​​monitoring module 600 can be used to obtain the operating parameters of the smart street lamp 100, and determine whether abnormal operation of the smart street lamp 100 is detected based on the operating parameters.

[0055] When the operating parameters are within the preset range, it is determined that the smart street lamp 100 is monitored to be operating normally; when the operating parameters are not within the preset range, it is determined that the smart street lamp 100 is monitored to be operating abnormally.

[0056] The operating parameters may include at least any one of the operating voltage, the operating current, and the luminous color temperature, and the preset range is at least any one of the preset voltage range corresponding to the operating voltage, the preset current range corresponding to the operating current, and the preset luminous color temperature range corresponding to the luminous color temperature, etc., and is not limited here.

[0057] The operation and maintenance strategy may include an abnormality cause investigation strategy and an abnormality cause processing strategy, etc. The operation and maintenance strategy may be used to prompt the operation and maintenance personnel to investigate and process the abnormal causes of the smart street lamp 100 that is operating abnormally, and is not limited here.

[0058] In some embodiments, the natural language processing module 400 may be configured with a retrieval augmented generation (RAG) model, and the intelligent street light management system 10 may further include a street light operation and maintenance knowledge base 700, and the natural language processing module 400 may be communicatively connected to the street light operation and maintenance knowledge base 700.

[0059] The natural language processing module 400 can also be used to input operating parameters into the RAG model, so that the RAG model searches the street light operation and maintenance knowledge base 700 according to the operating parameters to obtain the operation and maintenance strategy. When the intelligent street light 100 operates abnormally, compared with the traditional manual detection and manual analysis, the operation and maintenance strategy in the operation and maintenance knowledge base can be quickly retrieved in real time based on the RAG technology, which is conducive to improving the operation and maintenance efficiency of the intelligent street light 100.

[0060] Among them, the operation and maintenance knowledge base can pre-store rich information related to the maintenance of the smart street lamp 100, such as the abnormal type of the smart street lamp 100, the abnormal cause investigation strategy and the abnormal cause processing strategy, etc., which are not limited here.

[0061] In some embodiments, the AI ​​monitoring module 600 may include a first sensor and a second sensor, wherein the first sensor is communicatively connected to the AI ​​control module 300 , and the second sensor is communicatively connected to the natural language processing module 400 .

[0062] The first sensor can be used to collect environmental parameters and send the environmental parameters to the AI ​​control module 300. The second sensor can be used to collect operating parameters of the smart street lamp 100, monitor the operation of the smart street lamp 100 according to the operating parameters, and send the operating parameters to the natural language processing module 400 when abnormal operation of the smart street lamp 100 is detected.

[0063] Among them, the first sensor may include at least any one of a light sensor, a meteorological sensor, a temperature sensor, a surveillance camera, etc., and the second sensor may include at least any one of a voltage sensor, a current sensor, a color temperature sensor, etc., which is not limited here.

[0064] In some embodiments, the AI ​​monitoring module 600 can also be used to generate alarm information when abnormal operation of the smart street lamp 100 is detected, so as to alert the user to promptly check and handle the abnormally operating smart street lamp 100, which is conducive to improving the user's control experience of controlling the smart street lamp 100.

[0065] The warning information may include at least one of text warning information, sound warning information, light warning information, etc., which is not limited here.

[0066] In some embodiments, the natural language processing module 400 can be connected to the terminal device 500, the AI ​​control module 300 and the AI ​​monitoring module 600 based on a preset wireless communication protocol, the street light controller 200 can be connected to the AI ​​control module 300 and the AI ​​monitoring module 600 based on a preset wireless communication protocol, and the AI ​​control module 300 can be connected to the AI ​​monitoring module 600 based on a preset wireless communication protocol. The intelligent street light management system 10 communicates based on a preset wireless communication protocol, freeing itself from the constraints of cable communication. Each module in the intelligent street light management system 10 can be flexibly set according to user needs, which is conducive to improving the setting flexibility of the intelligent street light management system 10.

[0067] In some embodiments, the preset wireless communication protocol can be any one of the narrowband Internet of Things (NB-IoT) communication protocol, Cat1 communication protocol, or low-voltage power line high-speed carrier (HPLC) communication protocol, etc., and is not limited here.

[0068] The smart street light management system 10 provided in the embodiment of the present application includes a smart street light, a street light controller and an AI control module 300. The street light controller 200 is communicatively connected to the smart street light 100 and the AI ​​control module 300; the AI ​​control module 300 is used to receive a control request and send a control signal to the street light controller 200 according to the environmental parameters and control request of the smart street light 100; the street light controller 200 is used to control the smart street light 100 to illuminate according to the control signal. The smart street light management system 10 controls the smart street light 100 to illuminate according to the environmental parameters and control request of the smart street light 100, so that the smart street light 100 emits light according to the environmental parameters, which can reduce the power consumption waste of the smart street light 100 and is conducive to improving the energy consumption utilization rate of the smart street light system.

[0069] Finally, it should be noted that the above embodiments are only used to illustrate the technical solutions of the present application, rather than to limit it. Although the present application has been described in detail with reference to the aforementioned embodiments, those skilled in the art should understand that they can still modify the technical solutions described in the aforementioned embodiments, or make equivalent replacements for some of the technical features therein. However, these modifications or replacements do not cause the essence of the corresponding technical solutions to deviate from the spirit and scope of the technical solutions of the embodiments of the present application.

Claims

1. An intelligent street light management system, characterized in that: It includes an intelligent street lamp, a street lamp controller and an artificial intelligence control module, wherein the street lamp controller is communicatively connected to the intelligent street lamp and the artificial intelligence control module; The artificial intelligence control module is used to receive a control request and send a control signal to the street lamp controller according to the environmental parameters of the smart street lamp and the control request; The street lamp controller is used to control the intelligent street lamp to illuminate according to the control signal.

2. The intelligent street light management system according to claim 1, characterized in that: The intelligent street lamp management system further includes a natural language processing module and a terminal device, wherein the natural language processing module is communicatively connected to the terminal device and the artificial intelligence control module; The terminal device is used to send a first natural language instruction to the natural language processing module; The natural language processing module is used to parse the first natural language instruction to obtain the control request, and send the control request to the artificial intelligence control module.

3. The intelligent street light management system according to claim 2, characterized in that: The natural language processing module is configured with a large language model; The natural language processing module is used to input the first natural language instruction to the large language model, so that the large language model outputs the control request according to the first natural language instruction.

4. The intelligent street light management system according to claim 2, characterized in that: The terminal device is also used to send a second natural language instruction to the natural language processing module; The natural language processing module is further used to parse the second natural language instruction to obtain a query request, and send the query request to the artificial intelligence control module; The artificial intelligence control module is also used to send a query signal to the street light controller according to the query request; The street light controller is also used to determine the street light status of the intelligent street light according to the query signal, and send the street light status to the artificial intelligence control module, so that the artificial intelligence control module returns the street light status to the terminal device via the natural language processing module.

5. The intelligent street light management system according to any one of claims 2 to 4, characterized in that: The intelligent street lamp management system further comprises an artificial intelligence monitoring module, and the artificial intelligence monitoring module is communicatively connected to the artificial intelligence control module; The artificial intelligence monitoring module is used to collect the environmental parameters and send the environmental parameters to the artificial intelligence control module.

6. The intelligent street light management system according to claim 5, characterized in that: The artificial intelligence monitoring module is also communicatively connected to the natural language processing module; The artificial intelligence monitoring module is also used to monitor the operation of the smart street lamp, and when it is detected that the smart street lamp is operating abnormally, send the operating parameters of the smart street lamp to the natural language processing module; The natural language processing module is also used to generate and send a corresponding operation and maintenance strategy to the terminal device according to the operation parameters; The terminal device is also used to display the operation and maintenance strategy to the operation and maintenance personnel.

7. The intelligent street light management system according to claim 6, characterized in that: The natural language processing module is configured with a retrieval enhancement generation model, the intelligent street light management system further includes a street light operation and maintenance knowledge base, and the natural language processing module is communicatively connected to the street light operation and maintenance knowledge base; The natural language processing module is also used to input the operating parameters into the retrieval enhancement generation model, so that the retrieval enhancement generation model searches the street lamp operation and maintenance knowledge base according to the operating parameters to obtain the operation and maintenance strategy.

8. The intelligent street light management system according to claim 6, characterized in that: The artificial intelligence monitoring module includes a first sensor and a second sensor, the first sensor is communicatively connected to the artificial intelligence control module, and the second sensor is communicatively connected to the natural language processing module; The first sensor is used to collect the environmental parameters and send the environmental parameters to the artificial intelligence control module; The second sensor is used to collect the operating parameters of the smart street light, and monitor the operation of the smart street light according to the operating parameters, and when abnormal operation of the smart street light is detected, the operating parameters are sent to the natural language processing module.

9. The intelligent street light management system according to claim 6, characterized in that: The artificial intelligence monitoring module is also used to generate alarm information when abnormal operation of the smart street lamp is detected.

10. The intelligent street light management system according to claim 6, characterized in that: The natural language processing module is connected to the terminal device, the artificial intelligence control module and the artificial intelligence monitoring module based on a preset wireless communication protocol; the street lamp controller is connected to the artificial intelligence control module and the artificial intelligence monitoring module based on the preset wireless communication protocol; and the artificial intelligence control module is connected to the artificial intelligence monitoring module based on the preset wireless communication protocol.

11. The intelligent street light management system according to claim 10, characterized in that: The preset wireless communication protocol may be any one of a narrowband Internet of Things communication protocol, a Cat1 communication protocol, or a low-voltage power line high-speed carrier communication protocol.

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