Intelligent lighting method, device and equipment for buried water plant and storage medium

Abstract

The invention relates to the technical field of lighting, in particular to an intelligent lighting method, device and equipment for a buried water plant and a storage medium, and the method comprises the steps: obtaining the ambient light intensity data and user activity data of the current buried water plant; performing feature extraction on the ambient light intensity data and the user activity data to obtain current ambient light intensity features and user activity features; and according to the current ambient light intensity feature and the user activity feature, matching a target illumination mode from a preset illumination mode-ambient light intensity feature-user activity feature table, and controlling the illumination equipment to perform illumination based on the target illumination mode. Therefore, the problems of resource waste, poor adaptability and the like caused by high energy consumption in related technologies are solved, and the user experience is improved while energy conservation and emission reduction are realized by intelligently adjusting the illumination mode according to the light intensity of the internal environment of the underground water plant and the activity condition of the user.

Description

Technical Field

[0001] The present application relates to the field of lighting technology, and in particular to an intelligent lighting method, device, equipment and storage medium for an underground water plant. Background Art

[0002] With the acceleration of urbanization, underground water plants are becoming more and more popular due to their small footprint, low noise, and small impact on the surrounding environment. However, due to their special geographical location, underground water plants are usually located underground or semi-underground, with poor natural light conditions. Lighting has become an important part of ensuring the safety of workers and maintaining the normal operation of equipment.

[0003] In the related art, traditional underground water plant lighting systems often adopt a fixed lighting mode, maintaining the same lighting intensity regardless of the ambient light intensity or personnel activities.

[0004] However, the lighting system in the related technology not only consumes a lot of energy, resulting in energy waste, but also cannot effectively adapt to the ever-changing working environment requirements, which urgently needs to be solved. Summary of the invention

[0005] The present application provides an intelligent lighting method, device, equipment and storage medium for an underground water plant to solve the problems of high energy consumption, waste of resources and poor adaptability of related technologies. By intelligently adjusting the lighting mode according to the internal ambient light intensity of the underground water plant and user activities, energy saving and emission reduction are achieved while improving the user experience.

[0006] The first aspect of the present application provides an intelligent lighting method for an underground water plant, comprising the following steps:

[0007] Obtain the ambient light intensity data and user activity data of the current underground water plant;

[0008] Performing feature extraction on the ambient light intensity data and the user activity data to obtain current ambient light intensity features and user activity features;

[0009] According to the current ambient light intensity feature and the user activity feature, a target lighting mode is matched from a preset lighting mode-ambient light intensity feature-user activity feature table, and the lighting device is controlled to perform lighting based on the target lighting mode.

[0010] According to an embodiment of the present application, before matching the target lighting mode from a preset lighting mode-ambient light intensity feature-user activity feature table according to the current ambient light intensity feature and the user activity feature, the method further includes:

[0011] Determine a plurality of ambient light intensity features to be tested, and collect at least one activity feature of a plurality of target users in the plurality of ambient light intensity features to be tested;

[0012] Acquire a lighting mode set of the plurality of target users under each activity feature;

[0013] Eliminate the lighting modes that meet the preset screening conditions in the lighting mode set to obtain the lighting mode corresponding to each activity feature, and generate a preset lighting mode-ambient light intensity feature-user activity feature table according to the lighting mode corresponding to each activity feature, wherein the lighting mode includes light intensity, light direction and light color temperature.

[0014] According to one embodiment of the present application, after controlling the lighting device to perform lighting based on the target lighting mode, the method further includes:

[0015] Obtaining a duration for which the lighting device performs lighting based on the target lighting mode;

[0016] If the duration is longer than a preset duration, new ambient light intensity data and new user activity data are reacquired.

[0017] According to an embodiment of the present application, the user activity data includes at least one of the user's activity trajectory, location, activity action and stay time.

[0018] According to the intelligent lighting method for the underground water plant in the embodiment of the present application, feature extraction is performed on the ambient light intensity data and user activity data of the current underground water plant to obtain the current ambient light intensity feature and user activity feature, match the target lighting mode from the preset lighting mode-ambient light intensity feature-user activity feature table, and control the lighting equipment to perform lighting based on the target lighting mode. Thus, the problems of high energy consumption, waste of resources and poor adaptability in related technologies are solved. By intelligently adjusting the lighting mode according to the ambient light intensity and user activity conditions inside the underground water plant, energy saving and emission reduction are achieved while improving the user experience.

[0019] The second aspect of the present application provides an intelligent lighting device for an underground water plant, including:

[0020] An acquisition module is used to obtain the ambient light intensity data and user activity data of the current underground water plant;

[0021] A feature extraction module, used to extract features from the ambient light intensity data and the user activity data to obtain current ambient light intensity features and user activity features;

[0022] A matching and control module is used to match a target lighting mode from a preset lighting mode-ambient light intensity feature-user activity feature table according to the current ambient light intensity feature and the user activity feature, and control the lighting device to illuminate based on the target lighting mode.

[0023] According to one embodiment of the present application, before matching the target lighting mode from a preset lighting mode-ambient light intensity feature-user activity feature table according to the current ambient light intensity feature and the user activity feature, the matching and control module is further used to:

[0024] Determine a plurality of ambient light intensity features to be tested, and collect at least one activity feature of a plurality of target users in the plurality of ambient light intensity features to be tested;

[0025] Acquire a lighting mode set of the plurality of target users under each activity feature;

[0026] Eliminate the lighting modes that meet the preset screening conditions in the lighting mode set to obtain the lighting mode corresponding to each activity feature, and generate a preset lighting mode-ambient light intensity feature-user activity feature table according to the lighting mode corresponding to each activity feature, wherein the lighting mode includes light intensity, light direction and light color temperature.

[0027] According to one embodiment of the present application, after controlling the lighting device to perform lighting based on the target lighting mode, the matching and control module is further used to:

[0028] Obtaining a duration for which the lighting device performs lighting based on the target lighting mode;

[0029] If the duration is longer than a preset duration, new ambient light intensity data and new user activity data are reacquired.

[0030] According to an embodiment of the present application, the user activity data includes at least one of the user's activity trajectory, location, activity action and stay time.

[0031] According to the intelligent lighting device of the underground water plant in the embodiment of the present application, feature extraction is performed on the ambient light intensity data and user activity data of the current underground water plant to obtain the current ambient light intensity feature and user activity feature, match the target lighting mode from the preset lighting mode-ambient light intensity feature-user activity feature table, and control the lighting device to perform lighting based on the target lighting mode. Thus, the problems of high energy consumption, waste of resources and poor adaptability of the related technology are solved. By intelligently adjusting the lighting mode according to the ambient light intensity and user activity situation inside the underground water plant, energy saving and emission reduction are achieved while improving the user experience.

[0032] The third aspect of the present application provides an electronic device, comprising: a memory, a processor, and a computer program stored in the memory and executable on the processor, wherein the processor executes the program to implement the intelligent lighting method for an underground water plant as described in the above embodiment.

[0033] The fourth aspect of the present application provides a computer-readable storage medium on which a computer program is stored. The program is executed by a processor to implement the intelligent lighting method for an underground water plant as described in the above embodiment.

[0034] Additional aspects and advantages of the present application will be given in part in the description below, and in part will become apparent from the description below, or will be learned through the practice of the present application. BRIEF DESCRIPTION OF THE DRAWINGS

[0035] The above and / or additional aspects and advantages of the present application will become apparent and easily understood from the following description of the embodiments in conjunction with the accompanying drawings, in which:

[0036] Figure 1 A flowchart of an intelligent lighting method for an underground water plant provided according to an embodiment of the present application;

[0037] Figure 2 A block diagram of an intelligent lighting device for an underground water plant according to an embodiment of the present application;

[0038] Figure 3 Schematic diagram of the structure of an electronic device according to an embodiment of the present application. DETAILED DESCRIPTION

[0039] The embodiments of the present application are described in detail below, and examples of the embodiments are shown in the accompanying drawings, wherein the same or similar reference numerals throughout represent the same or similar elements or elements having the same or similar functions. The embodiments described below with reference to the accompanying drawings are exemplary and are intended to be used to explain the present application, and should not be construed as limiting the present application.

[0040] The following describes the intelligent lighting method, device, equipment and storage medium of the underground water plant according to the embodiment of the present application with reference to the accompanying drawings. In response to the problems mentioned in the above background technology, such as high energy consumption leading to waste of resources and poor adaptability, the present application provides an intelligent lighting method for an underground water plant. In this method, feature extraction is performed on the ambient light intensity data and user activity data of the current underground water plant to obtain the current ambient light intensity feature and user activity feature, match the target lighting mode from the preset lighting mode-ambient light intensity feature-user activity feature table, and control the lighting equipment to illuminate based on the target lighting mode. In this way, the problems of high energy consumption leading to waste of resources and poor adaptability in related technologies are solved. By intelligently adjusting the lighting mode according to the ambient light intensity inside the underground water plant and the user activity situation, energy saving and emission reduction are achieved while improving the user experience.

[0041] Specifically, Figure 1 A schematic flow chart of an intelligent lighting method for an underground water plant provided in an embodiment of the present application.

[0042] like Figure 1 As shown, the intelligent lighting method of the underground water plant includes the following steps:

[0043] In step S101, the ambient light intensity data and user activity data of the current underground water plant are obtained.

[0044] Among them, in some embodiments, the ambient light intensity data of the current underground water plant includes at least one of the natural light intensity data and artificial light intensity data inside the current underground water plant, and the user activity data includes at least one of the user's activity trajectory, location, activity actions and stay time.

[0045] Optionally, the embodiments of the present application can obtain the ambient light intensity data of the current underground water plant through light sensors in the prior art, such as photodiodes or digital light intensity sensors, and can obtain user activity data through human body sensing sensors, such as infrared sensors.

[0046] It should be noted that the above-mentioned method of obtaining the ambient light intensity data and user activity data of the current underground water plant is only exemplary and is not intended to limit the present application. Technical personnel in this field may adopt other methods to obtain the ambient light intensity data and user activity data of the current underground water plant according to actual conditions. To avoid redundancy, it will not be described in detail here.

[0047] In step S102, feature extraction is performed on the ambient light intensity data and the user activity data to obtain current ambient light intensity features and user activity features.

[0048] Specifically, the embodiments of the present application can remove abnormal values ​​or noise from the acquired ambient light intensity data, for example, filter out abnormal readings caused by sensor failure, and convert the ambient light intensity data to a unified measurement standard, for example, convert all light intensity data into the same unit, so as to extract the current light intensity characteristics. For example, the average value of the ambient light intensity data within a certain time period (such as every hour or every day) is calculated to reflect the average light level within the time period, and the fluctuation range of the ambient light intensity within the time period is determined based on the maximum and minimum values ​​of the ambient light intensity data within the time period. The embodiments of the present application can also calculate the rate of change of the ambient light intensity data in adjacent time periods to determine the change trend of the current ambient light intensity.

[0049] In addition, the embodiments of the present application may also comprehensively consider the impact of environmental factors such as weather and season on the ambient light intensity, and divide the ambient light intensity into different levels, such as weak light, medium light, strong light, etc., which are not specifically limited here.

[0050] Furthermore, the embodiments of the present application can determine the user's current location in the water plant by extracting the user's movement path, and identify the type of activity action the user is performing, such as walking, standing still, and operating equipment, so as to count the number of occurrences or durations of different activity action types, the user's stay time at a certain location, etc., thereby obtaining user activity characteristics, such as frequent activities, sparse activities, or no activities.

[0051] In step S103, according to the current ambient light intensity characteristics and the user activity characteristics, the target lighting mode is matched from the preset lighting mode-ambient light intensity characteristics-user activity characteristics table, and the lighting device is controlled to perform lighting based on the target lighting mode.

[0052] Among them, the preset lighting mode-ambient light intensity characteristics-user activity characteristics table stores a variety of lighting modes and the corresponding ambient light intensity characteristics and user activity characteristics. The preset lighting mode-ambient light intensity characteristics-user activity characteristics table can be a lighting mode-ambient light intensity characteristics-user activity characteristics table pre-set by technical personnel in this field based on actual ambient light intensity characteristics and actual user activity characteristics, and is not specifically limited here.

[0053] Specifically, the embodiment of the present application matches the target lighting mode that best suits the current situation from a preset lighting mode-ambient light intensity feature-user activity feature table according to the current ambient light intensity feature and the user activity feature.

[0054] Exemplarily, in order to facilitate those skilled in the art to understand the process of matching the target lighting from the preset lighting mode-ambient light intensity characteristic-user activity characteristic table according to the current ambient light intensity characteristics and user activity characteristics in the embodiment of the present application, the preset lighting mode-ambient light intensity characteristic-user activity characteristic table of the embodiment of the present application can be shown in Table 1, where each row in Table 1 represents a preset lighting mode and its applicable ambient light intensity characteristic and user activity characteristic range.

[0055] Table 1

[0056] Lighting Mode Ambient light intensity characteristics User activity characteristics Mode A 200-300Lux Frequent activities Mode B 150-200Lux Sparse activity Mode C >300Lux No activity

[0057] As shown in Table 1, assuming that the current ambient light intensity feature is 270 Lux and the user is active frequently, the matching target lighting mode is mode A; assuming that the current ambient light intensity feature is 160 Lux and the user is active sparsely, the matching target lighting mode is mode B; the current ambient light intensity feature is 320 Lux and the user is inactive, the matching target lighting mode is mode C.

[0058] Furthermore, after matching the target lighting mode, the working state of the lighting device, such as the brightness, color, and on / off state of the lighting device, is adjusted according to the requirements of the target lighting mode. For example, if the target lighting mode requires higher brightness, the brightness of the lighting device is increased; if soft lighting is required, the color temperature of the lighting device is adjusted; if the user is not present, the brightness of the lighting device is turned off or lowered.

[0059] Furthermore, in some embodiments, before matching the target lighting mode from a preset lighting mode-ambient light intensity feature-user activity feature table based on the current ambient light intensity feature and the user activity feature, it also includes: determining multiple ambient light intensity features to be tested, and collecting at least one activity feature of multiple target users under the multiple ambient light intensity features to be tested; obtaining a lighting mode set for multiple target users under each activity feature; eliminating lighting modes that meet preset screening conditions in the lighting mode set to obtain a lighting mode corresponding to each activity feature, and generating a preset lighting mode-ambient light intensity feature-user activity feature table based on the lighting mode corresponding to each activity feature, wherein the lighting mode includes light intensity, light direction, and light color temperature.

[0060] Specifically, first, determine multiple ambient light intensity characteristics to be tested, such as different degrees of ambient light intensity, and collect the activity characteristics of multiple target users under different ambient light intensity characteristics through video surveillance systems, human body sensing sensors, etc., that is, record the actual performance of users under different ambient light intensity characteristics.

[0061] Furthermore, according to the user's activity characteristics, the lighting mode set of the user under different activity characteristics is obtained, that is, the preferences of different target users under different lighting conditions. For example, when the user is active, a higher intensity of lighting and a specific lighting direction are required; when the user is resting or waiting (that is, the activity is sparse or inactive), a lower intensity of lighting and a soft light color temperature are preferred.

[0062] For example, the lighting mode of the embodiment of the present application may be as shown in Table 2:

[0063] Table 2

[0064] Lighting Mode Light intensity (Lux) Light direction Light color temperature (K) Mode A 300 Directly above 4000 Mode B 200 Diagonally upward 3000 Mode C 150 Directly above 2700

[0065] Furthermore, lighting modes that meet preset screening conditions are eliminated from the lighting mode set, such as atypical lighting modes. That is, for each activity feature, the lighting mode with the highest selection frequency among the target users is selected as the lighting mode corresponding to the activity feature, and a preset lighting mode-ambient light intensity feature-user activity feature table is generated according to the lighting mode corresponding to each activity feature, so as to facilitate the subsequent matching of the target lighting mode according to the current ambient light intensity feature and the user activity feature.

[0066] As a result, in actual applications, it is possible to quickly match the most suitable target lighting mode according to the current ambient light intensity characteristics and user activity characteristics, which not only improves the user's comfort and work efficiency, but also achieves energy conservation and emission reduction.

[0067] Furthermore, in some embodiments, after controlling the lighting device to perform lighting based on the target lighting mode, it also includes: obtaining the duration of the lighting device performing lighting based on the target lighting mode; if the duration is greater than the preset duration, re-acquiring new ambient light intensity data and new user activity data.

[0068] The preset duration may be a duration preset by a person skilled in the art, such as 30 minutes, and is not specifically limited here.

[0069] It is understandable that in order to ensure the effectiveness of the lighting system, the embodiments of the present application also need to continuously monitor the lighting system and dynamically adjust the lighting mode according to changes in the environment and user activities.

[0070] Specifically, the embodiments of the present application can obtain the duration of lighting based on the target lighting mode by a timer. If the duration of lighting based on the target lighting mode by the lighting device is greater than the preset duration, new ambient light intensity data and user activity data are re-acquired to match the new lighting mode again, so as to respond to changes in ambient light intensity and user activity and provide the lighting mode that best suits the current situation, thereby achieving energy saving, improving user work efficiency and ensuring user safety.

[0071] According to the intelligent lighting method for the underground water plant in the embodiment of the present application, feature extraction is performed on the ambient light intensity data and user activity data of the current underground water plant to obtain the current ambient light intensity feature and user activity feature, match the target lighting mode from the preset lighting mode-ambient light intensity feature-user activity feature table, and control the lighting equipment to perform lighting based on the target lighting mode. Thus, the problems of high energy consumption, waste of resources and poor adaptability in related technologies are solved. By intelligently adjusting the lighting mode according to the ambient light intensity and user activity conditions inside the underground water plant, energy saving and emission reduction are achieved while improving the user experience.

[0072] Next, the intelligent lighting device for an underground water plant proposed in accordance with an embodiment of the present application will be described with reference to the accompanying drawings.

[0073] Figure 2 It is a block diagram of an intelligent lighting device for an underground water plant according to an embodiment of the present application.

[0074] like Figure 2 As shown, the intelligent lighting device 10 of the underground water plant includes: an acquisition module 100 , a feature extraction 200 and a matching and control module 300 .

[0075] Among them, the acquisition module 100 is used to obtain the ambient light intensity data and user activity data of the current underground water plant; the feature extraction module 200 is used to extract features from the ambient light intensity data and user activity data to obtain the current ambient light intensity characteristics and user activity characteristics; the matching and control module 300 is used to match the target lighting mode from the preset lighting mode-ambient light intensity characteristics-user activity characteristics table according to the current ambient light intensity characteristics and user activity characteristics, and control the lighting equipment to illuminate based on the target lighting mode.

[0076] Furthermore, in some embodiments, before matching the target lighting mode from a preset lighting mode-ambient light intensity feature-user activity feature table according to the current ambient light intensity feature and the user activity feature, the matching and control module 300 is also used to: determine multiple ambient light intensity features to be tested, and collect at least one activity feature of multiple target users under the multiple ambient light intensity features to be tested; obtain a lighting mode set for multiple target users under each activity feature; eliminate lighting modes that meet preset screening conditions in the lighting mode set to obtain a lighting mode corresponding to each activity feature, and generate a preset lighting mode-ambient light intensity feature-user activity feature table according to the lighting mode corresponding to each activity feature, wherein the lighting mode includes light intensity, light direction, and light color temperature.

[0077] Furthermore, in some embodiments, after controlling the lighting device to perform lighting based on the target lighting mode, the matching and control module 300 is also used to: obtain the duration of the lighting device performing lighting based on the target lighting mode; if the duration is greater than the preset duration, re-acquire new ambient light intensity data and new user activity data.

[0078] Furthermore, in some embodiments, the user activity data includes at least one of the user's activity trajectory, location, activity actions, and dwell time.

[0079] It should be noted that the aforementioned explanation of the embodiment of the intelligent lighting method for an underground water plant is also applicable to the intelligent lighting device for an underground water plant in this embodiment, and will not be repeated here.

[0080] According to the intelligent lighting device of the underground water plant in the embodiment of the present application, feature extraction is performed on the ambient light intensity data and user activity data of the current underground water plant to obtain the current ambient light intensity feature and user activity feature, match the target lighting mode from the preset lighting mode-ambient light intensity feature-user activity feature table, and control the lighting device to perform lighting based on the target lighting mode. Thus, the problems of high energy consumption, waste of resources and poor adaptability of the related technology are solved. By intelligently adjusting the lighting mode according to the ambient light intensity and user activity situation inside the underground water plant, energy saving and emission reduction are achieved while improving the user experience.

[0081] Figure 3 A schematic diagram of the structure of an electronic device provided in an embodiment of the present application. The electronic device may include:

[0082] A memory 301 , a processor 302 , and a computer program stored in the memory 301 and executable on the processor 302 .

[0083] When the processor 302 executes the program, the intelligent lighting method for the underground water plant provided in the above embodiment is implemented.

[0084] Furthermore, the electronic device further comprises:

[0085] The communication interface 303 is used for communication between the memory 301 and the processor 302 .

[0086] The memory 301 is used to store computer programs that can be run on the processor 302 .

[0087] The memory 301 may include a high-speed RAM memory, and may also include a non-volatile memory (non-volatile memory), such as at least one disk memory.

[0088] If the memory 301, the processor 302 and the communication interface 303 are implemented independently, the communication interface 303, the memory 301 and the processor 302 can be connected to each other through a bus and communicate with each other. The bus can be an Industry Standard Architecture (ISA) bus, a Peripheral Component Interconnect (PCI) bus or an Extended Industry Standard Architecture (EISA) bus. The bus can be divided into an address bus, a data bus, a control bus, etc. For ease of representation, Figure 3 Only one thick line is used in the diagram, but this does not mean that there is only one bus or only one type of bus.

[0089] Optionally, in a specific implementation, if the memory 301, the processor 302 and the communication interface 303 are integrated on a chip, the memory 301, the processor 302 and the communication interface 303 can communicate with each other through an internal interface.

[0090] The processor 302 may be a central processing unit (CPU), or an application specific integrated circuit (ASIC), or one or more integrated circuits configured to implement the embodiments of the present application.

[0091] An embodiment of the present application also provides a computer-readable storage medium on which a computer program is stored. When the program is executed by a processor, the intelligent lighting method for the underground water plant as described above is implemented.

[0092] In the description of this specification, the description with reference to the terms "one embodiment", "some embodiments", "example", "specific example", or "some examples" etc. means that the specific features, structures, materials or characteristics described in conjunction with the embodiment or example are included in at least one embodiment or example of the present application. In this specification, the schematic representations of the above terms do not necessarily refer to the same embodiment or example. Moreover, the specific features, structures, materials or characteristics described may be combined in any one or N embodiments or examples in a suitable manner. In addition, those skilled in the art may combine and combine the different embodiments or examples described in this specification and the features of the different embodiments or examples, without contradiction.

[0093] In addition, the terms "first" and "second" are used for descriptive purposes only and should not be understood as indicating or implying relative importance or implicitly indicating the number of the indicated technical features. Therefore, the features defined as "first" and "second" may explicitly or implicitly include at least one of the features. In the description of this application, the meaning of "plurality" is at least two, such as two, three, etc., unless otherwise clearly and specifically defined.

[0094] Although the embodiments of the present application have been shown and described above, it can be understood that the above embodiments are exemplary and cannot be understood as limitations on the present application. Ordinary technicians in this field can change, modify, replace and modify the above embodiments within the scope of the present application.

Claims

1. An intelligent lighting method for an underground water plant, characterized in that: The following steps are involved: Obtain the ambient light intensity data and user activity data of the current underground water plant; Performing feature extraction on the ambient light intensity data and the user activity data to obtain current ambient light intensity features and user activity features; According to the current ambient light intensity feature and the user activity feature, a target lighting mode is matched from a preset lighting mode-ambient light intensity feature-user activity feature table, and the lighting device is controlled to perform lighting based on the target lighting mode.

2. The method according to claim 1, characterized in that Before matching the target lighting mode from a preset lighting mode-ambient light intensity feature-user activity feature table according to the current ambient light intensity feature and the user activity feature, the method further includes: Determine a plurality of ambient light intensity features to be tested, and collect at least one activity feature of a plurality of target users in the plurality of ambient light intensity features to be tested; Acquire a lighting mode set of the plurality of target users under each activity feature; Eliminate the lighting modes that meet the preset screening conditions in the lighting mode set to obtain the lighting mode corresponding to each activity feature, and generate a preset lighting mode-ambient light intensity feature-user activity feature table according to the lighting mode corresponding to each activity feature, wherein the lighting mode includes light intensity, light direction and light color temperature.

3. The method according to claim 1, characterized in that After controlling the lighting device to perform lighting based on the target lighting mode, the method further includes: Obtaining a duration for which the lighting device performs lighting based on the target lighting mode; If the duration is longer than a preset duration, new ambient light intensity data and new user activity data are reacquired.

4. The method according to claim 1, characterized in that: The user activity data includes at least one of the user's activity track, location, activity action and stay time.

5. An intelligent lighting device for an underground water plant, characterized in that: include: An acquisition module is used to obtain the ambient light intensity data and user activity data of the current underground water plant; A feature extraction module, used to extract features from the ambient light intensity data and the user activity data to obtain current ambient light intensity features and user activity features; A matching and control module is used to match a target lighting mode from a preset lighting mode-ambient light intensity feature-user activity feature table according to the current ambient light intensity feature and the user activity feature, and control the lighting device to illuminate based on the target lighting mode.

6. The device according to claim 5, characterized in that Before matching the target lighting mode from a preset lighting mode-ambient light intensity feature-user activity feature table according to the current ambient light intensity feature and the user activity feature, the matching and control module is further used to: Determine a plurality of ambient light intensity features to be tested, and collect at least one activity feature of a plurality of target users in the plurality of ambient light intensity features to be tested; Acquire a lighting mode set of the plurality of target users under each activity feature; Eliminate the lighting modes that meet the preset screening conditions in the lighting mode set to obtain the lighting mode corresponding to each activity feature, and generate a preset lighting mode-ambient light intensity feature-user activity feature table according to the lighting mode corresponding to each activity feature, wherein the lighting mode includes light intensity, light direction and light color temperature.

7. The device according to claim 5, characterized in that After controlling the lighting device to perform lighting based on the target lighting mode, the matching and control module is further used to: Determine a plurality of ambient light intensity features to be tested, and collect at least one activity feature of a plurality of target users in the plurality of ambient light intensity features to be tested; Acquire a lighting mode set of the plurality of target users under each activity feature; Eliminate the lighting modes that meet the preset screening conditions in the lighting mode set to obtain the lighting mode corresponding to each activity feature, and generate a preset lighting mode-ambient light intensity feature-user activity feature table according to the lighting mode corresponding to each activity feature, wherein the lighting mode includes light intensity, light direction and light color temperature.

8. The device according to claim 5, characterized in that The user activity data includes at least one of the user's activity track, location, activity action and stay time.

9. An electronic device, characterized in that: include: A memory, a processor, and a computer program stored in the memory and executable on the processor, wherein the processor executes the program to implement the intelligent lighting method for an underground water plant as described in any one of claims 1 to 4.

10. A computer-readable storage medium having a computer program stored thereon, characterized in that: The program is executed by a processor to implement the intelligent lighting method for an underground water plant as described in any one of claims 1 to 4.

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