Solar power supply night vision energy-saving camera

Abstract

The invention discloses a solar power supply night vision energy-saving camera, and relates to the field of monitoring equipment. The system comprises a solar power supply system, an AI intelligent core system, a night vision full-color imaging system, a low-power-consumption collaborative control system and a scene adaptive adjustment system. The solar power supply system is a unique power supply, efficient collection and storage and intelligent distribution are achieved, and operation without external power is guaranteed; the AI intelligent core module is a center, bidirectionally communicates with other systems, comprehensively analyzes data and makes a decision; the night vision full-color imaging system dynamically adjusts parameters according to an AI instruction to complete night vision full-color imaging and optimization; the low-power-consumption collaborative management and control system accurately regulates and controls the energy consumption of each And the scene adaptive adjustment system collects environment data feedback AI to form closed-loop control. The problems that a traditional camera is limited in power supply, poor in night vision imaging and high in energy consumption are solved, low-consumption and stable real-time night vision full-color imaging is achieved, and the camera adapts to complex scenes.

Description

[0001] Mechanism field This invention belongs to the field of video surveillance processing equipment, and particularly relates to a solar-powered, energy-saving camera with night vision. Background Technology

[0002] Current surveillance camera equipment still faces several technical bottlenecks in practical applications, making it difficult to meet the demands for efficient, stable, and energy-saving monitoring in complex scenarios. Regarding power supply, traditional cameras often rely on external power sources or single-cell batteries. External power sources require wiring and are heavily restricted by the installation environment, especially in remote areas or scenarios without power grid coverage. Single-cell batteries, on the other hand, have limited battery life, require frequent manual replacement or charging, resulting in high maintenance costs and a high risk of monitoring interruptions.

[0003] In the field of night vision imaging, existing cameras generally use infrared supplementary lighting or traditional low-light imaging technology. In infrared supplementary lighting mode produces black and white images, which cannot reproduce the true colors of the scene, making it difficult to identify target features. Traditional low-light imaging technology is highly dependent on ambient light and is prone to problems such as high image noise and blurred details in extremely low light environments. In addition, some technologies require additional supplementary lighting equipment, which further increases energy consumption.

[0004] From the perspective of intelligent collaboration and energy consumption control, the power supply, imaging, and intelligent analysis modules of most cameras operate independently, lacking a unified collaborative management mechanism. The AI ​​intelligent analysis module often operates under continuous high load, maintaining full power even in scenarios without effective monitoring targets, resulting in significant wasted energy. Simultaneously, the imaging module's parameter adjustments are mostly preset fixed modes, unable to dynamically adapt to real-time changes in ambient light and power supply status, affecting both image quality and energy consumption optimization. Furthermore, existing equipment lacks a closed-loop control system encompassing "environmental perception - intelligent analysis - system control - imaging output," with fragmented module functions leading to low overall operating efficiency and high energy consumption, failing to meet the combined requirements of operation without external power, full-color night vision imaging, and low power consumption. Summary of the Invention

[0005] The purpose of this invention is to provide a solar-powered, energy-saving night vision camera to solve the problems mentioned in the background mechanism above.

[0006] In view of this, the present invention provides a solar-powered night vision energy-saving camera, including a solar power supply system, an AI intelligent core module, a night vision full-color imaging system, a low-power collaborative management and control system, and a scene adaptive adjustment system; the solar power supply system serves as the sole power source, used to achieve efficient solar energy collection, storage, and intelligent distribution, ensuring that the camera can operate independently without an external power supply; the AI ​​intelligent core module establishes bidirectional data links with the night vision full-color imaging system, the low-power collaborative management and control system, and the scene adaptive adjustment system, respectively, and performs comprehensive analysis and decision output on monitoring scene information, equipment operating status, and energy consumption data through built-in multi-dimensional perception algorithms; The night vision full-color imaging system, based on the decision-making instructions of the AI ​​intelligent core module and combined with ambient light conditions, dynamically adjusts imaging parameters in real time to complete full-color image acquisition and optimization in night vision scenarios. The low-power collaborative management and control system precisely regulates the operating voltage, operating frequency, and function activation status of each system according to the energy storage status of the solar power supply system and the decision results of the AI ​​intelligent core module. The scene adaptive adjustment system collects light intensity, temperature, and target motion characteristic data through environmental sensors and synchronously feeds them back to the AI ​​intelligent core module, forming a closed-loop control of perception-analysis-control-imaging, achieving stable and clear real-time night vision full-color imaging with minimal energy consumption.

[0007] Furthermore, in this invention, the solar power supply system includes an adaptive concentrating light acquisition component, a multi-level energy storage unit, and an intelligent charging and discharging management system. The adaptive concentrating light acquisition component consists of a rotatable drive structure and a light-transmitting concentrating layer, which can adaptively adjust the light direction data fed back by the system according to the scene, adjust the acquisition angle in real time, and enhance energy absorption efficiency through the concentrating layer. The multi-level energy storage unit adopts a layered energy storage structure to adapt to the energy storage needs under different lighting conditions. The intelligent charging and discharging management system has a built-in energy consumption prediction model, which combines historical lighting data and real-time energy storage status to automatically switch between fast charging, slow charging, and float charging modes. At the same time, when energy storage is insufficient, it activates an energy consumption priority allocation mechanism to ensure stable power supply to the core module.

[0008] In this invention, the AI ​​intelligent core module further includes a deep learning processing unit, an image preprocessing engine, and a device control command generation unit. The deep learning processing unit has built-in scene classification, target recognition, and behavior analysis sub-models, which can perform noise filtering, target contour extraction, and behavior trajectory tracking on the raw images acquired by the night vision full-color imaging system, while identifying scene light levels and target activity frequencies. The image preprocessing engine generates an imaging parameter optimization scheme based on the processing results and sends it to the night vision full-color imaging system. The device control command generation unit outputs control commands such as module start / stop, performance adjustment, and sleep / wake-up to the low-power collaborative control system based on scene analysis results and the status of the solar power supply system, realizing intelligent energy consumption management and imaging optimization linkage.

[0009] Furthermore, in this invention, the night vision full-color imaging system includes an ultra-high sensitivity photosensitive array, a multispectral image acquisition unit, an AI color reconstruction engine, and an imaging stability control unit. The ultra-high sensitivity photosensitive array and the multispectral image acquisition unit work synchronously, capturing weak visible light and near-infrared light signals in the environment and converting them into electrical signals. The AI ​​color reconstruction engine receives optimization instructions from the AI ​​intelligent core module, performs fusion processing on the multispectral signals, and repairs color deviations in night vision scenes through color mapping algorithms to restore true color details. The imaging stability control unit dynamically compensates for imaging offset based on environmental vibration and temperature change data fed back by the scene adaptive adjustment system, ensuring that clear and stable full-color night vision images can still be output in complex environments, without the need for additional lighting equipment throughout the process.

[0010] Furthermore, in this invention, the low-power collaborative management and control system includes an energy consumption monitoring unit, an intelligent power allocation unit, and a sleep / wake-up control unit. The energy consumption monitoring unit collects current, voltage, and power consumption data of each system in real time, generates an energy consumption analysis report, and synchronizes it to the AI ​​intelligent core module. Based on the report and AI decision instructions, the intelligent power allocation unit uses dynamic voltage and frequency adjustment technology to precisely configure the power supply parameters of each module, reducing ineffective energy consumption while meeting imaging and analysis requirements. The sleep / wake-up control unit, based on the target activity status in the scene, controls non-core components to enter deep sleep mode when there is no effective target and insufficient energy storage, retaining only the low-power sensing function of the AI ​​intelligent core module. When target activity is detected or illumination is restored, the entire system is quickly woken up to achieve a dynamic balance between energy consumption and monitoring performance.

[0011] Furthermore, it also includes: The outer casing is fixed to the camera via connecting columns. The top of the outer casing has a groove and several T-shaped slots. A solar panel is fixedly installed in the groove. Toothed slots are provided on both the left and right sides of the outer casing. A movable frame is slidably installed on the outer casing, with both ends of the movable frame extending into the two toothed slots respectively. A power assembly, which is housed within the housing and is used to drive the moving frame to move downwards and automatically reset; A plurality of scrapers, all of which are fixedly mounted on the outer casing and located below the groove; A protective shell is provided inside a movable frame. A fixing groove is provided inside the protective shell, and a wiping plate that is pressed against the solar panel is fixedly installed in the fixing groove. A silicone rubber plate is fixedly installed on the protective shell. A water storage tank is provided above a groove. Several T-shaped plates are fixedly installed on the bottom side of the water storage tank. The T-shaped plates are located in several T-shaped grooves. A water storage cavity is provided inside the water storage tank. A filter screen and a silicone rubber plate sealing cover are fixedly installed at the inlet of the water storage cavity. Several water pipes that are pressed against the silicone rubber plate are fixedly installed on the water storage tank.

[0012] In this mechanism, the solar panel is connected to the lithium battery in the camera via wires, and the solar panel is fixed to the inner wall of the groove by several screws, with several T-shaped grooves located above the groove.

[0013] Furthermore, in the above mechanism, it is ensured that the solar panel can convert solar energy into electrical energy and transmit it through wires to the lithium battery in the camera for storage, thus ensuring the normal operation of the entire device.

[0014] In this mechanism, a sliding groove is provided between the two toothed plate grooves, and two toothed plates are slidably installed in the two toothed plate grooves respectively. A connecting plate is fixedly installed between the two toothed plates and located in the sliding groove.

[0015] In the above mechanism, it is further ensured that the two toothed plates can drive the connecting plate to move together.

[0016] In this mechanism, the connecting plate is slidably connected to the slide groove, and the two toothed plates and the connecting plate are integrally formed. The two ends of the movable frame are respectively tightly welded to one side of the two toothed plates.

[0017] In the above mechanism, further, the structural stability of the two toothed plates and the connecting plate, and the structural stability of the moving frame and the two toothed plates are ensured, so that the connecting plate can move normally up and down in the slide.

[0018] In this mechanism, the power component includes: Two gear slots are respectively opened on the bottom side of two gear plate slots. Gears are rotatably installed in both gear slots. A rotating through slot is opened between the two gear slots. A rotating column is fixedly installed between the two gears and located in the rotating through slot. A motor, which is fixedly mounted on one side of the housing, has its output shaft extending into the housing and coaxially connected to one of the gears.

[0019] In the above mechanism, the motor is further connected to the lithium battery in the camera and started. The output shaft of the motor can drive one of the gears to rotate. The rotation of one gear will drive the other gear to rotate through the rotating column. When the two gears rotate, under the action of meshing, the two gears will drive the two toothed plates to move downward in the corresponding toothed plate slots. At the same time, the two toothed plates will also drive the moving frame to move downward until the moving frame drives the protective shell and the wiping plate to move onto several scrapers, which can disconnect the motor from the lithium battery in the camera.

[0020] In this mechanism, the two gears and the rotating column are integrally formed, the rotating column is rotatably connected to the rotating through slot, the output shaft of the motor is rotatably connected to the housing, and the two gears mesh with the two gear plates respectively.

[0021] In the above mechanism, further, it is ensured that the structure of the two gears and the rotating column is stable, the rotating column can rotate normally in the rotating slot, the output shaft of the motor can run normally on the housing, and the gears can drive the tooth plate to move in the tooth plate slot when they rotate.

[0022] This mechanism also includes: Several tension springs are fixedly installed on the connecting plate and located in the slide groove, and the top of the tension springs is tightly welded to the top wall of the slide groove.

[0023] In the above mechanism, further, when the two toothed plates move downward together with the connecting plate, the connecting plate will stretch several tension springs and generate tension until the moving frame moves the protective shell and the wiping plate to several scrapers. After disconnecting the motor from the lithium battery in the camera, the tension springs will pull the connecting plate upward and drive the two toothed plates, the moving frame, the protective shell and the wiping plate back to their original positions, ensuring the stability of the overall device.

[0024] In this mechanism, the number of tension springs is at least 10, and a support frame is fixedly installed on the bottom side of the outer casing.

[0025] In the above mechanism, further, it is ensured that several tension springs will generate sufficient tension to pull the connecting plate upward and drive the two toothed plates, the moving frame, the protective shell and the wiping plate to move upward together to return to their original positions, while the support frame provides support for the shell.

[0026] In this mechanism, the movable frame has two threaded holes, and the protective shell has two round holes, which are connected to the two threaded holes respectively. A Torx screw is inserted into the round hole, and one end of the Torx screw extends into the threaded hole. The other end of the Torx screw is threadedly connected to the threaded hole.

[0027] Furthermore, the above mechanism ensures that the protective shell can be fixed to the mobile frame using Torx screws, and also facilitates the removal of the protective shell and wiping plate from the mobile frame, making it convenient to replace the protective shell and wiping plate annually.

[0028] In this mechanism, the T-shaped plates and T-shaped slots are engaged, and the number of T-shaped plates is at least 7. In this mechanism, it is convenient to install the T-shaped plate in the T-shaped groove, ensuring the structural stability of the water storage tank.

[0029] The beneficial effects of this invention are: Achieving stable power supply and efficient operation without external power: This technical solution uses a solar power system as the sole power source, combined with adaptive concentrating light acquisition components and multi-level energy storage units, to significantly improve solar energy acquisition efficiency and energy storage adaptability. With the energy consumption prediction and priority allocation mechanism of the intelligent charging and discharging management system, it completely eliminates dependence on the external power grid. Even in scenarios with fluctuating lighting conditions, it can ensure the continuous and stable operation of cameras, greatly reducing wiring and maintenance costs. It is especially suitable for remote areas, outdoor temporary monitoring, and other scenarios without power grid coverage.

[0030] Breaking through the bottlenecks of night vision imaging technology, achieving high-quality full-color night vision: Relying on the bidirectional collaboration between the AI ​​intelligent core module and the night vision full-color imaging system, through multispectral image acquisition and AI color reconstruction engine, color deviation can be corrected and true color details restored in extremely low-light environments without additional supplementary lighting equipment; At the same time, the imaging stability control unit, combined with environmental data fed back by the scene adaptive adjustment system, dynamically compensates for imaging shifts caused by vibration and temperature changes, solving the problems of black-and-white rendering, blurred details, and reliance on supplementary lighting in traditional night vision imaging, significantly improving target recognition accuracy and image reliability in night vision scenarios.

[0031] A closed-loop collaborative management system is constructed to achieve an extreme balance between low power consumption and performance: Through the closed-loop linkage of the scene-adaptive adjustment system, the AI ​​intelligent core module, and the low-power collaborative management system, a complete control chain of "sensing-analysis-control-imaging" is formed. The AI ​​intelligent core module can dynamically adjust imaging parameters and module operation modes according to the target's activity status and light level. The low-power collaborative management system, based on energy consumption monitoring data and AI decision-making, uses dynamic voltage and frequency adjustment technology to optimize power distribution. When there is no effective target and energy storage is insufficient, it controls non-core components to enter deep sleep mode, retaining only the low-power sensing function. This avoids ineffective energy consumption while ensuring that critical monitoring functions are not interrupted, achieving a dynamic balance between energy consumption and monitoring performance, and significantly extending the energy storage endurance.

[0032] Enhancing the overall system's intelligence and adaptability, and expanding application scenarios: The deep collaboration of various system modules and the comprehensive integration of AI technology enable cameras to have autonomous environmental adaptation, intelligent analysis and decision-making, and dynamic control capabilities. Without manual intervention, they can automatically adjust their operating strategies according to different scenarios (such as day-night cycles, sudden changes in lighting, frequent target movement / stationary states, etc.), which not only reduces manual operation costs but also adapts to complex and ever-changing outdoor monitoring environments. It can be widely used in various scenarios such as monitoring, forest fire prevention, ecological monitoring, and traffic monitoring, thereby improving the intelligence level and scenario adaptability of the monitoring system.

[0033] This solar-powered, energy-saving night vision camera utilizes a power unit, scraper, moving frame, protective housing, wiping plate, silicone rubber sheet, water tank, water storage chamber, filter, silicone rubber sheet sealing cover, and water pipes. During rain, rainwater is ensured to flow through the filter into the silicone rubber sheet sealing cover, which is recessed. When sufficient water accumulates in the sealing cover, gravity forces open the outlet, allowing the rainwater to fall into the water storage chamber. The outlet automatically closes to seal the chamber, preventing water loss through evaporation. Subsequently, when the power unit is activated, it drives the moving frame, protective housing, and silicone rubber sheet. The rubber sheet and wiping plate move up and down on the outer casing. When the silicone rubber sheet moves away from the water pipes, rainwater from the water tank will fall onto the outer casing, the surface of the solar panel, and the wiping plate through the water pipes under the influence of gravity. This allows the wiping plate to pick up rainwater and clean the dust on the solar panel. The scraper has an isosceles triangle cross-section. As the wiping plate passes over the scrapers, the scrapers will scrape and squeeze the wiping plate, removing the dust. Rainwater is squeezed out and flows out with it, ensuring that the wiping plate can also achieve self-cleaning. This ensures that the solar panel can be cleaned during long-term use, enabling the solar panel to effectively convert solar energy. Moreover, no manual cleaning is required, protecting the health of personnel.

[0034] This invention addresses the conflict between "water supply and cleaning" and "waterproofing" faced by traditional outdoor cameras when incorporating cleaning functions into solar panels. Through a synergistic design of water storage and waterproofing, utilizing a specific sealing structure and snap-fit ​​method, it achieves unidirectional collection and sealed storage of rainwater, while preventing rainwater from seeping into the device through component joints. The interconnected structure of cleaning water supply and waterproofing ensures precise water supply and leak-proof control. A specially shaped scraper enables self-cleaning of cleaning components and guides rainwater after cleaning to prevent accumulation and leakage. Ultimately, it achieves a four-dimensional synergy of "cleaning-water storage-waterproofing-protection," simultaneously addressing cleaning and waterproofing without the need for additional waterproof components, reducing equipment complexity and cost. In extreme outdoor environments such as heavy rain and strong winds, it ensures the cleaning function and equipment safety remain stable and synchronous, breaking through conventional understanding. Furthermore, the entire process requires no additional electrical power, adapting to the energy-saving requirements of solar power, avoiding the risk of additional electrical component failures, and extending the outdoor lifespan of the equipment. Attached Figure Description

[0035] Figure 1 This is a schematic diagram of the overall structure of the present invention; Figure 2 For the present invention Figure 1 Enlarged structural diagram at point A in the middle; Figure 3 This is one of the detailed internal structural diagrams of the outer shell in this invention; Figure 4 For the present invention Figure 3 Enlarged structural diagram at point B; Figure 5 This is a cross-sectional view of the outer shell in this invention; Figure 6 This is the second detailed internal structural diagram of the outer shell in this invention; Figure 7 This is a schematic diagram of the structure of the local explosion in this invention; Figure 8 This is a schematic diagram of the partial explosion in this invention.

[0036] The markings in the diagram are as follows: 1. Camera; 11. Connecting column; 12. Support frame; 2. Housing; 21. Groove; 22. Toothed plate groove; 23. Slide groove; 24. Gear groove; 25. T-slot; 3. Solar panel; 4. Scraper; 5. Moving frame; 51. Protective shell; 52. Fixing groove; 53. Wiping plate; 54. Threaded hole; 55. Torx screw; 56. Silicone rubber sheet; 7. Toothed plate; 71. Connecting plate; 72. Tension spring; 8. Gear; 81. Rotating column; 82. Motor; 9. Water tank; 91. Water storage chamber; 92. Filter screen; 93. Silicone rubber sheet sealing cover; 94. Water pipe; 95. T-plate. Detailed Implementation

[0037] The following is in conjunction with the appendix Figures 1-8 This application will be described in further detail.

[0038] In this application, the terms "upper," "lower," "left," "right," "front," "rear," "top," "bottom," "inner," "outer," "middle," "vertical," and "horizontal" indicate orientations or positional relationships based on the orientations or positional relationships shown in the accompanying drawings. These terms are primarily for the purpose of better describing this application and its embodiments, and are not intended to limit the indicated devices, elements, or components to having a specific orientation, or to be constructed and operated in a specific orientation.

[0039] This embodiment provides a solar-powered, energy-saving night vision camera, including a solar power system, an AI intelligent core module, a night vision full-color imaging system, a low-power collaborative management system, and a scene adaptive adjustment system. The solar power system, as the sole power source for the entire camera, not only collects solar energy but also achieves efficient energy management through a dedicated energy conversion and storage mechanism. Its integrated energy harvesting optimization structure specifically improves energy capture efficiency under different lighting conditions. Simultaneously, the equipped energy storage unit meets the camera's continuous power supply needs during periods of no light, effectively ensuring the camera can operate independently without an external power source, completely solving the problem of traditional cameras relying on external power grid wiring limitations. The system addresses the issue of installation limitations in remote areas, significantly reducing equipment installation and subsequent maintenance costs. The AI ​​intelligent core module, acting as the control and analysis hub for the entire camera, establishes stable bidirectional data links with the night vision full-color imaging system, low-power collaborative management system, and scene adaptive adjustment system. Through built-in multi-dimensional perception algorithms, it comprehensively collects and deeply analyzes dynamic target information, system operating status data, and real-time energy consumption data in the monitored scene. Combined with preset optimization strategies, it generates precise decision outputs, ensuring that each system operates in optimal collaborative condition, avoiding functional fragmentation and inefficiency caused by a single module working independently. The night vision full-color imaging system closely follows the decision commands of the AI ​​intelligent core module. Simultaneously, it monitors changes in ambient light conditions in real time and dynamically adjusts imaging parameters through an internal parameter adjustment mechanism. Whether in extremely low-light nighttime environments or complex scenes with sudden changes in light, it can accurately complete the acquisition of full-color images. Furthermore, a dedicated image optimization algorithm removes noise and enhances details in the acquired images, ensuring the clarity and color accuracy of the output images, thus addressing the pain points of traditional night vision cameras, such as black-and-white and blurry details. The low-power collaborative management system acquires real-time energy storage status data from the solar power system and, combined with the decision-making results output by the AI ​​intelligent core module, adjusts the solar power system, AI intelligent core module, night vision full-color imaging system, and scene adaptive adjustment system accordingly. The system precisely controls the operating voltage, frequency, and startup status of each functional module to avoid unnecessary energy consumption and minimize energy consumption while ensuring normal operation. The scene adaptive adjustment system uses multiple types of environmental sensors to collect real-time data on light intensity, ambient temperature, and target motion characteristics of the monitored area. The collected data is then synchronously fed back to the AI ​​intelligent core module, forming a complete closed-loop control of "environmental perception - comprehensive data analysis - precise system control - high-quality imaging output". This ensures that the camera can achieve stable and clear real-time night vision full-color imaging with minimal energy consumption under different environmental conditions, significantly improving the adaptability and operational reliability of the equipment in complex scenarios.

[0040] In this embodiment, the solar power supply system includes an adaptive concentrating solar collector, a multi-level energy storage unit, and an intelligent charging and discharging management system. The adaptive concentrating solar collector consists of a rotatable drive structure and a light-transmitting concentrating layer. The rotatable drive structure incorporates an angle adjustment motor and a position feedback sensor, enabling it to receive real-time light direction data from the scene adaptive adjustment system. The motor drives the collector to rotate around a fixed axis, precisely adjusting the collection angle to maximize light reception. Simultaneously, the light-transmitting concentrating layer is made of a high-transmittance optical concentrating material, which can concentrate dispersed sunlight, further enhancing energy absorption efficiency. Compared to traditional fixed-angle solar collector structures, energy collection efficiency is significantly improved, effectively solving the problem of insufficient energy collection in low-light environments. The multi-level energy storage unit adopts a layered energy storage structure, composed of energy storage cells with different capacities and discharge characteristics, respectively addressing the energy storage needs under different lighting conditions such as strong light, weak light, and no light. During periods of strong light, the system... Large-capacity battery cells quickly store excess energy, and high-rate discharge cells ensure stable power supply during low-light periods, avoiding power outages caused by light fluctuations in a single energy storage structure and significantly improving power supply stability. The intelligent charging and discharging management system has a built-in energy consumption prediction model, which is trained and optimized based on historical light data, seasonal variation patterns, and daily energy consumption characteristics of the equipment. It can automatically determine the current charging needs by combining real-time collected light intensity data and the remaining power status of the energy storage unit, and flexibly switch between fast charging, slow charging, and float charging modes. While ensuring energy storage efficiency, it avoids overcharging and damage to the energy storage unit, extending the life of the energy storage unit. At the same time, when energy storage is insufficient, the intelligent charging and discharging management system will activate the energy consumption priority allocation mechanism, prioritizing power resources for core modules such as the AI ​​intelligent core module and the night vision full-color imaging system, temporarily reducing the energy consumption of non-core components, ensuring that core monitoring functions are not affected, and further ensuring the operational reliability of the equipment in low energy storage conditions.

[0041] In this embodiment, the AI ​​intelligent core module includes a deep learning processing unit, an image preprocessing engine, and a device control command generation unit. The deep learning processing unit has built-in scene classification, target recognition, and behavior analysis sub-models. The scene classification sub-model can automatically identify the type of monitoring scene, such as roads, parks, and forests, based on the features of the collected images. The target recognition sub-model can accurately identify dynamic targets such as people, vehicles, and animals in the images. The behavior analysis sub-model can track the movement trajectory of targets and determine whether the target behavior is abnormal. At the same time, the sub-models work together to identify the scene light level and target activity frequency in real time, providing data support for subsequent control. After receiving the analysis results from the deep learning processing unit, the image preprocessing engine combines the current imaging parameters of the night vision full-color imaging system to generate targeted imaging parameter optimizations. The solution includes adjustments to parameters such as exposure time, white balance, and gain, and is sent to the night vision full-color imaging system in real time to ensure that the imaging parameters are accurately matched with the current scene conditions. This avoids poor image quality caused by fixed parameters and significantly improves image clarity and color reproduction. The device control command generation unit, based on scene analysis results and energy storage status data of the solar power system, comprehensively judges the current equipment operation requirements and outputs control commands such as module start / stop, performance adjustment, and sleep / wake-up to the low-power collaborative control system. For example, when there is no target activity and energy storage is insufficient, a sleep command for non-core modules is output, and a module wake-up command is output when target activity is detected. This achieves deep linkage between intelligent energy consumption management and imaging optimization, avoids ineffective energy consumption, and ensures timely response of key monitoring functions, thereby improving equipment operating efficiency and intelligence.

[0042] In this embodiment, the night vision full-color imaging system includes an ultra-high sensitivity photosensitive array, a multispectral image acquisition unit, an AI color reconstruction engine, and an imaging stability control unit. The ultra-high sensitivity photosensitive array uses a novel back-illuminated photosensitive chip, whose photosensitive sensitivity is significantly improved compared to traditional photosensitive elements. It can capture weak visible light signals in the environment and convert them into electrical signals, effectively acquiring image information even in extremely low-light environments such as moonlight and starlight. The multispectral image acquisition unit is equipped with a near-infrared light sensor, which simultaneously captures near-infrared light signals in the environment and converts them into electrical signals, complementing the visible light signals and providing rich spectral data for subsequent full-color imaging. After receiving optimization instructions from the AI ​​intelligent core module, the AI ​​color reconstruction engine fuses the multispectral signals of visible light and near-infrared light, and establishes a near-infrared color reconstruction system through a color mapping algorithm. The system establishes a correspondence between light signals and visible light colors, correcting color deviations caused by insufficient light in night vision scenes. It accurately restores the true color details of objects, completely solving the problem of black and white imaging in traditional infrared night vision cameras. At the same time, it eliminates the need for additional lighting equipment, avoiding increased energy consumption and light pollution caused by lighting equipment. The imaging stability control unit has built-in vibration and temperature sensors, which can receive environmental vibration and temperature change data from the scene adaptive adjustment system in real time. When the device is detected to vibrate due to factors such as wind or collision, the built-in electronic image stabilization algorithm compensates for the image shift. When changes in ambient temperature cause fluctuations in the performance of optical components, the imaging parameters are automatically adjusted to offset the temperature effect, ensuring that clear and stable full-color night vision images can still be output in complex environments, further improving the imaging reliability of the device in harsh outdoor environments.

[0043] In this embodiment, the low-power collaborative management and control system includes an energy consumption monitoring unit, an intelligent power allocation unit, and a sleep / wake-up control unit. The energy consumption monitoring unit incorporates multi-channel current and voltage sensors, which are connected to the power supply lines of each system module. It collects real-time data on current, voltage, and power consumption during system operation. A data processing module filters and calibrates the collected raw data to generate a detailed energy consumption analysis report, clarifying the energy consumption ratio and trends of each module. The report is then synchronized to the AI ​​intelligent core module, providing accurate energy consumption data support for AI decision-making. Based on the energy consumption analysis report and the decision instructions output by the AI ​​intelligent core module, the intelligent power allocation unit employs dynamic voltage and frequency adjustment technology to precisely configure the power supply voltage and operating frequency according to the current operating needs of each module. For example, when the target recognition task is relatively light, the operating frequency of the deep learning processing unit is appropriately reduced; when the imaging demand is low... At the same time, the operating voltage of the ultra-high sensitivity photosensitive array is reduced to minimize ineffective energy consumption while meeting imaging and analysis requirements. Compared with the traditional fixed power supply mode, the energy consumption reduction effect is significant. The sleep-wake control unit receives target activity status data in the scene from the AI ​​intelligent core module in real time. When no effective target is detected and the solar power supply system has insufficient energy storage, it immediately sends a deep sleep command to the non-core components, controlling the non-core components to cut off part of the power supply and enter a low-power sleep state. Only the low-power sensing function of the AI ​​intelligent core module is retained to continuously monitor target activity and changes in light. When target activity is detected or light is restored, the sleep-wake control unit quickly sends a wake-up command to start the entire system to ensure uninterrupted monitoring. At the same time, it avoids the rapid consumption of energy storage caused by long-term high-power operation, achieving a dynamic balance between energy consumption and monitoring performance, and greatly extending the battery life of the device during periods without light.

[0044] Secondly, it also includes a camera 1, and a housing 2. The housing 2 is fixed to the camera 1 by a connecting post 11. The top of the housing 2 is provided with a groove 21 and several T-shaped grooves 25. A solar panel 3 is fixedly installed in the groove 21. Toothed grooves 22 are provided on both the left and right sides of the housing 2. A movable frame 5 is slidably installed on the housing 2. The two ends of the movable frame 5 extend into the two toothed grooves 22 respectively. The power unit is housed inside the housing 2 and is used to drive the moving frame 5 to move downward and automatically reset. Several scrapers 4 are fixedly installed on the outer casing 2 and located below the groove 21; A protective shell 51 is set inside the movable frame 5. A fixing groove 52 is opened inside the protective shell 51. A wiping plate 53 that is pressed against the solar panel 3 is fixedly installed in the fixing groove 52. A silicone rubber plate 56 is fixedly installed on the protective shell 51. A water storage tank 9 is located above the groove 21. Several T-shaped plates 95 are fixedly installed on the bottom side of the water storage tank 9. The T-shaped plates 95 are located in several T-shaped grooves 25. A water storage cavity 91 is opened inside the water storage tank 9. A filter screen 92 and a silicone rubber plate sealing cover 93 are fixedly installed at the inlet of the water storage cavity 91. Several water pipes 94 that are squeezed against the silicone rubber plate 56 are fixedly installed on the water storage tank 9.

[0045] The system comprises a power unit, scraper 4, moving frame 5, protective shell 51, wiping plate 53, silicone rubber plate 56, water storage tank 9, water storage cavity 91, filter screen 92, silicone rubber plate sealing cover 93, and water pipe 94. This ensures that rainwater can pass through the filter screen 92 and fall into the silicone rubber plate sealing cover 93 during rain. The silicone rubber plate sealing cover 93 is recessed; when enough water accumulates in the cover, gravity will force open its outlet, allowing the rainwater to fall into the water storage cavity 91. The outlet of the cover automatically closes to seal the cavity, preventing water loss through evaporation. When the power unit is activated, it drives the moving frame 5, protective shell 51, and silicone rubber plate 56. As the wiping plate 53 moves up and down on the outer casing 2, and the silicone rubber plate 56 moves away from the water pipes 94, rainwater in the water storage tank 9 will fall onto the surface of the outer casing 2, the solar panel 3, and the wiping plate 53 through the water pipes 94 under the action of gravity. This allows the wiping plate 53 to be soaked with rainwater to clean the dust on the solar panel 3. The cross-section of the scraper 4 is an isosceles triangle. When the wiping plate 53 passes by the scrapers 4, the scrapers 4 will scrape and squeeze the wiping plate 53, removing the dust on the wiping plate 53. Rainwater is squeezed out and flows out with it, ensuring that the wiping plate 53 can also achieve self-cleaning. This ensures that the solar panel 3 can be cleaned during long-term use, enabling the solar panel 3 to effectively convert solar energy. Moreover, no personnel are required to clean it, ensuring the health of personnel.

[0046] This embodiment provides a solar-powered night vision energy-saving camera. In addition to the mechanism scheme of the above embodiment, it also has the following mechanism features: the solar panel 3 is connected to the lithium battery in the camera 1 through wires, the solar panel 3 is fixed to the inner wall of the groove 21 by several screws, and several T-shaped grooves 25 are located above the groove 21.

[0047] Specifically, it is ensured that the solar panel 3 can convert solar energy into electrical energy and transmit it through wires to the lithium battery in the camera 1 for storage, thus ensuring the normal operation of the entire device.

[0048] This embodiment provides a solar-powered night vision energy-saving camera. In addition to the mechanism scheme of the above embodiment, it also has the following mechanism features: a sliding groove 23 is provided between the two toothed plate grooves 22, two toothed plates 7 are slidably installed in the two toothed plate grooves 22 respectively, and a connecting plate 71 is fixedly installed between the two toothed plates 7 and located in the sliding groove 23.

[0049] Specifically, it is ensured that the two toothed plates 7 can drive the connecting plate 71 to move together.

[0050] This embodiment provides a solar-powered night vision energy-saving camera. In addition to the mechanism scheme of the above embodiment, it also has the following mechanism features: the connecting plate 71 is slidably connected to the slide groove 23, and the two toothed plates 7 and the connecting plate 71 are integrally formed. The two ends of the moving frame 5 are respectively tightly welded to one side of the two toothed plates 7.

[0051] In this process, the structural stability of the two toothed plates 7 and the connecting plate 71, and the structural stability of the moving frame 5 and the two toothed plates 7 are ensured, so that the connecting plate 71 can move up and down normally in the slide groove 23.

[0052] This embodiment provides a solar-powered night vision energy-saving camera. In addition to the mechanism scheme of the above embodiment, it also has the following mechanism features, and the power component includes: Two gear slots 24 are respectively opened on the bottom side of two gear plate slots 22. Gears 8 are rotatably installed in both gear slots 24. A rotating through slot is opened between the two gear slots 24. A rotating column 81 is fixedly installed between the two gears 8 and located in the rotating through slot. Motor 82 is fixedly mounted on one side of housing 2. The output shaft of motor 82 extends into housing 2 and is coaxially connected to one of the gears 8. Motor 82 is electrically connected to the lithium battery in camera 1.

[0053] When the motor 82 is connected to the lithium battery in the camera 1 and started, the output shaft of the motor 82 can drive one of the gears 8 to rotate. The rotation of one gear 8 will drive the other gear 8 to rotate through the rotating column 81. When the two gears 8 rotate, under the action of meshing, the two gears 8 respectively drive the two toothed plates 7 to move downward in the corresponding toothed plate grooves 22. At the same time, the two toothed plates 7 also drive the moving frame 5 to move downward until the moving frame 5 drives the protective shell 51 and the wiping plate 53 to move onto several scrapers 4, so that the motor 82 can be disconnected from the lithium battery in the camera 1.

[0054] This embodiment provides a solar-powered night vision energy-saving camera. In addition to the mechanism scheme of the above embodiment, it also has the following mechanism features: the two gears 8 and the rotating column 81 are integrally formed, the rotating column 81 is rotatably connected to the rotating through groove, the output shaft of the motor 82 is rotatably connected to the housing 2, and the two gears 8 respectively mesh with the two toothed plates 7.

[0055] Among them, the structure of the two gears 8 and the rotating column 81 is ensured to be stable, the rotating column 81 can rotate normally in the rotating through slot, the output shaft of the motor 82 can run normally on the housing 2, and the gear 8 can drive the tooth plate 7 to move in the tooth plate groove 22 when it rotates.

[0056] This embodiment provides a solar-powered, energy-saving night vision camera. In addition to the mechanisms described in the above embodiments, it also has the following features: Several tension springs 72 are fixedly installed on the connecting plate 71 and located in the slide groove 23, and the top of the tension springs 72 is tightly welded to the top wall of the slide groove 23.

[0057] When the two toothed plates 7 move downward together with the connecting plate 71, the connecting plate 71 will stretch several tension springs 72 and generate tension until the moving frame 5 moves the protective shell 51 and the wiping plate 53 onto several scrapers 4. After disconnecting the motor 82 from the lithium battery in the camera 1, the tension springs 72 will pull the connecting plate 71 upward and drive the two toothed plates 7, the moving frame 5, the protective shell 51 and the wiping plate 53 back to their original positions, ensuring the stability of the overall device.

[0058] This embodiment provides a solar-powered night vision energy-saving camera. In addition to the mechanism scheme of the above embodiment, it also has the following mechanism features: the number of tension springs 72 is at least 10, and a support frame 12 is fixedly installed on the bottom side of the housing 2.

[0059] Among them, several tension springs 72 are designed to generate sufficient tension to pull the connecting plate 71 upward and drive the two toothed plates 7, the moving frame 5, the protective shell 51 and the wiping plate 53 to move upward together to return to their original positions, while the support frame 12 provides support for the outer shell 2.

[0060] This embodiment provides a solar-powered night vision energy-saving camera. In addition to the mechanism scheme of the above embodiment, it also has the following mechanism features: two threaded holes 54 are opened in the movable frame 5, and two round holes are opened on the protective shell 51. The two round holes are respectively connected to the two threaded holes 54. A Torx screw 55 is inserted and installed in the round hole, and one end of the Torx screw 55 extends into the threaded hole 54. The other end of the Torx screw 55 is threadedly connected to the threaded hole 54.

[0061] The design ensures that the protective shell 51 can be fixed to the movable frame 5 using Torx screws 55, and also facilitates the removal of the protective shell 51 and wiping plate 53 from the movable frame 5, making it convenient to replace the protective shell 51 and wiping plate 53 annually.

[0062] This embodiment provides a solar-powered night vision energy-saving camera. In addition to the mechanism scheme of the above embodiment, it also has the following mechanism features: T-shaped plate 95 and T-shaped groove 25 are engaged and matched, and the number of T-shaped plates 95 is at least 7.

[0063] This design facilitates the installation of the T-shaped plate 95 within the T-shaped groove 25, ensuring the structural stability of the water storage tank 9.

[0064] Working principle: When it rains, rainwater can fall into the silicone rubber sheet sealing cover 93 through the filter screen 92. The silicone rubber sheet sealing cover 93 is recessed. When enough water is collected in the silicone rubber sheet sealing cover 93, under the action of gravity, the outlet of the silicone rubber sheet sealing cover 93 will be squeezed open, allowing the rainwater to fall into the water storage chamber 91 for storage. The outlet of the silicone rubber sheet sealing cover 93 will automatically close to form a seal, ensuring that the rainwater in the water storage chamber 91 will not be lost due to evaporation. Subsequently, the personnel motor 82 connects to the lithium battery in the camera 1 and starts. The output shaft of the motor 82 drives one of the gears 8 to rotate. The rotation of one gear 8 drives the other gear 8 to rotate through the rotating column 81. When the two gears 8 rotate, under the action of meshing, the two gears 8 respectively drive the two toothed plates 7 to move downward in the corresponding toothed plate grooves 22. At the same time, the two toothed plates 7 also drive the moving frame 5 to move downward. The moving frame 5 can drive the protective shell 51, the silicone rubber plate 56 and the wiping plate 53 to move up and down on the outer shell 2. Meanwhile, when the silicone rubber plate 56 moves away from the water pipes 94, the rainwater in the water storage tank 9 is released under the action of gravity. Rainwater will fall through several pipes 94 onto the surfaces of the outer casing 2, the solar panel 3, and the wiping plate 53, allowing the wiping plate 53 to pick up rainwater and clean the dust on the solar panel 3. The scraper 4 has an isosceles triangle cross-section. When the wiping plate 53 passes through the scraper 4, the scraper 4 will scrape and squeeze the wiping plate 53, removing the dust. Rainwater will be squeezed out and flow out with it, ensuring that the wiping plate 53 can also achieve self-cleaning. This ensures that the solar panel 3 can be cleaned during long-term use, enabling the solar panel 3 to effectively convert solar energy, and without the need for manual cleaning, thus protecting the health of personnel. When the two toothed plates 7 move downward together with the connecting plate 71, the connecting plate 71 will stretch several tension springs 72 and generate tension until the moving frame 5 moves the protective shell 51 and the wiping plate 53 onto several scrapers 4. After disconnecting the motor 82 from the lithium battery in the camera 1, the tension springs 72 will pull the connecting plate 71 upward and drive the two toothed plates 7, the moving frame 5, the protective shell 51 and the wiping plate 53 back to their original positions, ensuring the stability of the overall device.

[0065] In this embodiment, traditional outdoor cameras equipped with a cleaning function for solar panels often face two major contradictions: First, frequent water supply is required to ensure cleaning effectiveness, but outdoor water supply (such as rainwater collection) is prone to leakage due to poor sealing of the water storage device, which can then seep into the equipment (such as the power components and circuits inside the casing 2) and cause short circuits; second, if the equipment is waterproofed (such as by sealing the casing), the cleaning water cannot smoothly contact the solar panel 3, or the water storage chamber 91 cannot collect rainwater because it is completely sealed, ultimately rendering the cleaning function ineffective. Usually, only the "water storage" or "waterproofing" problem can be solved individually, making it difficult to overcome the conflict between "water supply cleaning" and "equipment waterproofing," resulting in an inability to simultaneously ensure the cleaning function and equipment safety.

[0066] To address this, a synergistic approach of water storage and waterproofing is employed: a silicone rubber sheet sealing cover 93 + T-groove 25 - T-plate 95 interlocking. Specifically, the inlet of the water storage chamber 91 of the water storage tank 9 achieves "one-way water inlet + sealed water storage" through the silicone rubber sheet sealing cover 93: rainwater enters the recessed silicone rubber sheet sealing cover 93 through the filter screen 92, and when it accumulates to a certain weight, it squeezes the outlet open. After the rainwater flows into the water storage chamber 91, the outlet automatically closes, completely preventing the evaporation or leakage of rainwater in the water storage chamber 91. At the same time, the water storage tank 9 is interlocked with the T-groove 25 of the outer shell 2 through the T-plate 95, forming a tightly fitting connection structure. Rainwater cannot seep into the interior of the outer shell 2 from the gap between the water storage tank 9 and the outer shell 2, thus preventing the power components (such as gears 8 and motor 82) and circuits from getting damp.

[0067] Secondly, the synergy between clean water supply and waterproofing: The silicone rubber plate 56 and water pipe 94 on the protective shell 51 form a "follow-up seal" with the water pipe 94 of the water storage tank 9. When the moving frame 5 moves the protective shell 51 to a standstill, the silicone rubber plate 56 squeezes the port of the water pipe 94 to prevent water from flowing out of the water storage chamber 91, thus preventing rainwater from accidentally flowing into the interior of the shell 2. When the power component drives the moving frame 5 to move the protective shell 51, the silicone rubber plate 56 moves away from the water pipe 94 along with the protective shell 51, the port of the water pipe 94 opens, and the rainwater flows precisely to the surface of the solar panel 3 and the wiping plate 53, ensuring the supply of clean water while preventing disorderly leakage of rainwater.

[0068] In addition, water flow guidance after cleaning: The scraper 4 below the groove 21 of the isosceles triangular structure of the outer shell 2 not only realizes the self-cleaning of the wiping plate 53, but its isosceles triangular inclined surface can also guide the rainwater (carrying dust) after cleaning to flow down along both sides of the scraper 4, preventing rainwater from accumulating on the top of the outer shell 2 and seeping into the equipment, further enhancing the waterproof effect.

[0069] This achieves a four-dimensional synergy of "cleaning-water storage-waterproofing-protection," breaking through conventional mechanisms. Firstly, it eliminates the need for additional waterproofing components, achieving deep compatibility between cleaning and waterproofing. This solution does not use traditional solenoid valves or waterproofing strips; instead, it utilizes a silicone rubber sheet sealing cover 93, T-shaped snap-fit, and a linkage structure between the silicone rubber sheet 56 and the water pipe 94 to ensure efficient collection and precise supply of cleaning water while achieving overall equipment waterproofing. This significantly reduces equipment complexity and cost, solving the long-standing industry pain point of "the inability to achieve both cleaning and waterproofing."

[0070] Secondly, regarding functional stability in extreme outdoor environments, in extreme environments such as heavy rain and strong winds, the one-way sealing characteristic of the silicone rubber sheet sealing cover 93 can prevent rainwater from flowing back into the water storage chamber 91, the T-shaped snap-fit ​​structure can resist the displacement of the water storage tank 9 caused by strong winds, and the linkage between the silicone rubber sheet 56 and the water pipe 94 can prevent rainwater from splashing haphazardly in strong winds. Industry personnel usually believe that "cleaning functions need to be suspended to ensure equipment safety" in extreme environments, but this solution achieves simultaneous protection of cleaning functions and equipment safety in extreme environments, exceeding the expectations of conventional mechanisms.

[0071] Thirdly, zero energy consumption maintains the long-term effectiveness of cleaning and waterproofing. The entire "water storage-waterproofing-cleaning water supply" process does not require additional power (such as the solenoid valve which requires power control switch). It only relies on the gravity of rainwater, the elasticity of silicone rubber and the conventional drive of power components, which is fully compatible with the energy-saving requirements of solar power. At the same time, it avoids the failure of cleaning or waterproofing functions caused by the failure of additional electrical components, and extends the outdoor service life of the equipment by more than 30% (compared to traditional cleaning equipment with solenoid valves).

[0072] The embodiments of this application have been described above with reference to the accompanying drawings. Unless otherwise specified, the embodiments and features in the embodiments of this application can be combined with each other. This application is not limited to the specific embodiments described above. The specific embodiments described above are merely illustrative and not restrictive. Those skilled in the art can make many other forms under the guidance of this application without departing from the spirit and scope of the claims, and all of these forms are within the protection scope of this application.

Claims

1. A solar-powered, energy-saving night vision camera, characterized in that, The system includes a solar power supply system, an AI intelligent core module, a night vision full-color imaging system, a low-power collaborative management and control system, and a scene adaptive adjustment system. The solar power supply system serves as the sole power source, enabling efficient solar energy collection, storage, and intelligent distribution, ensuring the camera can operate independently without an external power supply. The AI ​​intelligent core module establishes bidirectional data links with the night vision full-color imaging system, the low-power collaborative management and control system, and the scene adaptive adjustment system, respectively. Through built-in multi-dimensional perception algorithms, it comprehensively analyzes and outputs decisions based on monitoring scene information, equipment operating status, and energy consumption data. The night vision full-color imaging system is based on AI... The decision-making instructions of the intelligent core module, combined with ambient light conditions, enable real-time dynamic adjustment of imaging parameters to complete full-color image acquisition and optimization in night vision scenarios. The low-power collaborative management and control system precisely regulates the operating voltage, operating frequency, and function activation status of each system based on the energy storage status of the solar power supply system and the decision-making results of the AI ​​intelligent core module. The scene adaptive adjustment system collects data on light intensity, temperature, and target motion characteristics through environmental sensors and synchronously feeds them back to the AI ​​intelligent core module, forming a closed-loop control of perception-analysis-regulation-imaging, achieving stable and clear real-time night vision full-color imaging with minimal energy consumption.

2. The solar-powered night vision energy-saving camera according to claim 1, characterized in that, The solar power supply system includes an adaptive concentrating light acquisition component, a multi-level energy storage unit, and an intelligent charging and discharging management system. The adaptive concentrating light acquisition component consists of a rotatable drive structure and a light-transmitting concentrating layer. It can adaptively adjust the light direction data fed back by the system according to the scene, adjust the acquisition angle in real time, and enhance energy absorption efficiency through the concentrating layer. The multi-level energy storage unit adopts a layered energy storage structure to adapt to the energy storage needs under different lighting conditions. The intelligent charging and discharging management system has a built-in energy consumption prediction model. Combining historical lighting data and real-time energy storage status, it automatically switches between fast charging, slow charging, and float charging modes. At the same time, when energy storage is insufficient, it activates an energy consumption priority allocation mechanism to ensure stable power supply to the core module.

3. The solar-powered night vision energy-saving camera according to claim 1, characterized in that, The AI ​​intelligent core module includes a deep learning processing unit, an image preprocessing engine, and a device control command generation unit. The deep learning processing unit has built-in scene classification, target recognition, and behavior analysis sub-models, which can perform noise filtering, target contour extraction, and behavior trajectory tracking on the raw images acquired by the night vision full-color imaging system, while identifying scene light levels and target activity frequencies. The image preprocessing engine generates imaging parameter optimization schemes based on the processing results and sends them to the night vision full-color imaging system. The device control command generation unit outputs control commands such as module start / stop, performance adjustment, and sleep / wake-up to the low-power collaborative management system based on scene analysis results and the status of the solar power supply system, realizing intelligent energy consumption management and imaging optimization linkage.

4. The solar-powered night vision energy-saving camera according to claim 1, characterized in that, The night vision full-color imaging system includes an ultra-high sensitivity photosensitive array, a multispectral image acquisition unit, an AI color reconstruction engine, and an imaging stability control unit. The ultra-high sensitivity photosensitive array and the multispectral image acquisition unit work synchronously, capturing weak visible light and near-infrared light signals in the environment and converting them into electrical signals. The AI ​​color reconstruction engine receives optimization instructions from the AI ​​intelligent core module, fuses the multispectral signals, and uses a color mapping algorithm to correct color deviations in night vision scenes, restoring true color details. The imaging stability control unit dynamically compensates for imaging shifts based on environmental vibration and temperature change data fed back by the scene adaptive adjustment system, ensuring that clear and stable full-color night vision images can still be output in complex environments, without the need for additional lighting equipment.

5. The solar-powered night vision energy-saving camera according to claim 1, characterized in that, The low-power collaborative management and control system includes an energy consumption monitoring unit, an intelligent power allocation unit, and a sleep / wake-up control unit. The energy consumption monitoring unit collects current, voltage, and power consumption data of each system in real time, generates an energy consumption analysis report, and synchronizes it to the AI ​​intelligent core module. Based on the report and AI decision instructions, the intelligent power allocation unit uses dynamic voltage and frequency adjustment technology to precisely configure the power supply parameters of each module, reducing ineffective energy consumption while meeting imaging and analysis requirements. The sleep / wake-up control unit, based on the target activity status in the scene, controls non-core components to enter deep sleep mode when there is no effective target and insufficient energy storage, retaining only the low-power sensing function of the AI ​​intelligent core module. When target activity is detected or lighting is restored, the entire system is quickly woken up to achieve a dynamic balance between energy consumption and monitoring performance.

6. The solar-powered night vision energy-saving camera according to claim 1, characterized in that, Including a camera (1), characterized in that it further includes: The outer shell (2) is fixed to the camera (1) by a connecting column (11). The top of the outer shell (2) is provided with a groove (21) and several T-shaped grooves (25). A solar panel (3) is fixedly installed in the groove (21). Toothed grooves (22) are provided on both the left and right sides of the outer shell (2). A movable frame (5) is slidably installed on the outer shell (2). The two ends of the movable frame (5) extend into the two toothed grooves (22) respectively. A power assembly is disposed inside the housing (2) and is used to drive the moving frame (5) to move downward and automatically reset; Several scrapers (4) are fixedly installed on the outer casing (2) and located below the groove (21); A protective shell (51) is set inside a movable frame (5). A fixing groove (52) is provided inside the protective shell (51). A wiping plate (53) that is pressed against the solar panel (3) is fixedly installed in the fixing groove (52). A silicone rubber plate (56) is fixedly installed on the protective shell (51). A water storage tank (9) is set above the groove (21). Several T-shaped plates (95) are fixedly installed on the bottom side of the water storage tank (9). Several T-shaped plates (95) are respectively located in several T-shaped grooves (25). A water storage cavity (91) is opened in the water storage tank (9). A filter screen (92) and a silicone rubber plate sealing cover (93) are fixedly installed at the inlet of the water storage cavity (91). Several water pipes (94) that are squeezed against the silicone rubber plate (56) are fixedly installed on the water storage tank (9).

7. The solar-powered night vision energy-saving camera according to claim 6, characterized in that, The solar panel (3) is connected to the lithium battery in the camera (1) by wires. The solar panel (3) is fixed to the inner wall of the groove (21) by several screws. Several T-shaped grooves (25) are located above the groove (21). A sliding groove (23) is provided between the two toothed plate grooves (22). Two toothed plates (7) are slidably installed in the two toothed plate grooves (22). A connecting plate (71) is fixedly installed between the two toothed plates (7) and in the sliding groove (23). The connecting plate (71) is slidably connected to the sliding groove (23). The two toothed plates (7) and the connecting plate (71) are integrally formed. The two ends of the moving frame (5) are tightly welded to one side of the two toothed plates (7).

8. The solar-powered night vision energy-saving camera according to claim 7, characterized in that, The power assembly includes: Two gear slots (24) are respectively opened on the bottom side of two tooth plate slots (22). Gears (8) are rotatably installed in both gear slots (24). A rotating through slot is opened between the two gear slots (24). A rotating column (81) is fixedly installed between the two gears (8) and located in the rotating through slot. Motor (82), which is fixedly mounted on one side of housing (2), with the output shaft of motor (82) extending into housing (2) and coaxially connected to one of the gears (8).

9. The solar-powered night vision energy-saving camera according to claim 8, characterized in that, The two gears (8) and the rotating column (81) are integrally formed. The rotating column (81) is rotatably connected to the rotating through slot. The output shaft of the motor (82) is rotatably connected to the housing (2). The two gears (8) mesh with the two gear plates (7) respectively. The system also includes: Several tension springs (72) are fixedly installed on the connecting plate (71) and located in the groove (23), and the top of the tension springs (72) is tightly welded to the top wall of the groove (23).

10. The solar-powered night vision energy-saving camera according to claim 9, characterized in that, The number of tension springs (72) is at least 10. A support frame (12) is fixedly installed on the bottom side of the outer shell (2). Two threaded holes (54) are opened in the movable frame (5). Two round holes are opened on the protective shell (51), and the two round holes are respectively connected to the two threaded holes (54). A Torx screw (55) is inserted into the round hole, and one end of the Torx screw (55) extends into the threaded hole (54). One end of the Torx screw (55) is threadedly connected to the threaded hole (54). The T-shaped plate (95) is engaged with the T-shaped groove (25). The number of T-shaped plates (95) is at least 7.

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