Intelligent feedback LED lighting system

Abstract

The invention discloses an intelligent feedback LED lighting system which comprises a user control end, a sensor device, an intelligent control device and an LED light source control device. According to the method, the relationship among the multi-parameter data is analyzed through data decoupling and data priority ranking, the influence of multiple variables is considered at the same time, the robustness and stability of the system are improved, and the optimal performance balance state of the whole system is achieved; according to the method, under the condition that an actual system is complex, a system model close to complete fitting is established, an accurate mathematical model is used, the accuracy of the system is further improved, and real and effective multi-dimensional regulation and control of multi-parameter input and output are carried out. According to the invention, dynamic real-time scheduling and automatic optimization correction are realized, real-time tiny changes of the environment can be rapidly detected, illumination parameters can be automatically adjusted, a motor control instruction is formed for real-time adjustment, an automatic correction and optimization mechanism of the illumination system is generated, and the illumination effect is ensured to be highly consistent with the real-time requirement of the environment.

Description

Technical Field

[0001] The invention relates to the field of LED lighting technology and automatic control, and in particular to an intelligent feedback LED lighting system. Background Art

[0002] With the rapid development of science and technology, LED lighting technology has gradually replaced traditional lighting equipment with its advantages of high efficiency, energy saving, environmental protection and long life, and has become the mainstream of the modern lighting market. Especially driven by smart home and Internet of Things technology, LED smart lamps have won wide favor among consumers with their rich functions and convenient operation methods. However, although there are many LED smart lamp products on the market, there are still many deficiencies in intelligent feedback, which makes it difficult to meet users' higher demands for personalized and intelligent lighting.

[0003] At present, most of the LED smart lamps on the market have basic intelligent control functions, such as remote control of the switch of lamps through mobile phone APP, and adjustment of brightness and color temperature in different gradients. These functions have improved the convenience of users to a certain extent, but have not truly realized the intelligent lighting experience. Specifically, the existing products still have deficiencies in intelligent feedback, lack of real-time environmental perception and intelligent adjustment, and most of the existing LED smart lamps rely on the user's manual settings or preset lighting modes to adjust the brightness and color temperature. However, in actual use, the lighting environment is often in dynamic changes, such as weather changes, changes in indoor personnel activities, etc. Due to the lack of real-time environmental perception capabilities, the existing lamps cannot automatically adjust the lighting parameters according to environmental changes, resulting in unsatisfactory lighting effects and even a large amount of energy waste; in addition, the intelligent feedback system of the existing LED lighting system is single and lacks personalization. The LED smart lamps on the market often use a single type of sensor and an algorithm with unchanged identity in terms of intelligent feedback, which makes it difficult to achieve diversified and personalized lighting needs. For example, although some lamps have human body sensing functions, they can only simply achieve the effect of turning on the light when people come and turning off the light when people leave, and cannot make more detailed lighting adjustments according to the user's personal preferences or activity status. In addition, most of the intelligent feedback systems of existing lamps lack learning functions and cannot be intelligently optimized according to the user's usage habits, which reduces the user experience. Furthermore, the intelligent feedback of existing LED lighting systems is separated from lighting control and lacks synergy. The intelligent feedback system and lighting control system of existing LED intelligent lamps are often independent of each other and lack synergy. This results in the inability to timely and accurately transmit the environmental information obtained by the intelligent feedback system to the lighting control system, thereby failing to achieve intelligent lighting adjustment. Due to the information island phenomenon between the two, the performance of existing lamps in intelligent feedback and lighting control cannot be fully utilized, limiting the level of intelligence of the product; at the same time, the intelligent feedback system of existing LED lighting systems is not stable enough. Due to technical limitations and cost considerations, the intelligent feedback system of existing LED intelligent lamps often has the problem of insufficient stability. For example, the sensor accuracy is not high enough, the algorithm is not optimized enough, etc., which may cause the intelligent feedback system to have problems such as false alarms and missed alarms, affecting the lighting effect and user experience. In addition, since the intelligent feedback system needs to run continuously and process a large amount of data, its energy consumption and heat dissipation problems cannot be ignored. Summary of the invention

[0004] In order to solve the above problems existing in the prior art, the present invention aims to design an LED lighting system with intelligent feedback that has both personalized and intelligent real-time multi-parameter collaborative intelligent feedback adjustment functions and meets market requirements and has low energy consumption.

[0005] In order to achieve the above object, the technical solution of the present invention is as follows:

[0006] An intelligent feedback LED lighting system comprises a user control terminal, a sensor device, an intelligent control device and an LED light source control device; the user control terminal is bidirectionally connected to the sensor device, the user control terminal is bidirectionally connected to the intelligent control device, and the sensor device is bidirectionally connected to the LED light source control device.

[0007] The sensor device includes a detection module, a data decoupling module, a data priority sorting module and an information transmission module; the detection module includes a light intensity detection sensor, a color temperature detection sensor, an infrared detection sensor, an equipment temperature detection sensor and a sound intensity detection sensor.

[0008] The input end and output end of the data decoupling module are connected to the output end of the detection module and the data priority sorting module respectively. The data decoupling module receives the input signal of the detection module, performs preliminary preprocessing on the data, screens out valid multi-parameter data from the original detection data set, and performs decoupling operation on the valid multi-parameter data;

[0009] The output end of the data priority sorting module is connected to the input end of the information transmission module. The data priority sorting module pre-prioritizes the multi-dimensional parameter data according to the result of multi-parameter data decoupling; the multi-dimensional parameters include optical parameters, sound intensity parameters and temperature parameters; the optical parameters include light intensity parameters, color temperature parameters and infrared biological parameters. The light intensity parameters and color temperature parameters in the optical parameters correspond to optical adjustments, which are controlled by the LED light source device; the infrared biological parameters correspond to mechanical adjustments of the LED light source, and the mechanical adjustments are controlled and executed by the LED light source translation device and the LED light source rotation device.

[0010] The two output ends of the information transmission module are connected to the information display module of the user control end and the information receiving module of the intelligent control device respectively, and the other input end of the information transmission module is connected to the control module of the user control end. The information transmission module receives the data processed by the data priority sorting module and transmits the data to the user control end and the intelligent control device in real time.

[0011] The user control terminal includes an information display module and a control module; another input terminal of the information display module is connected to the output terminal of the path planning module, and the output terminal of the information display module is connected to the input terminal of the control module. The information display module receives input data from the information transmission module and performs visualization processing on the received data. The information display module performs difference analysis by comparing the actual parameter level with the preset standard parameter threshold, and generates corresponding analysis results or alarms. Based on the visualized processing information, the user intuitively understands the status of the system parameters, quickly identifies the specific visible parameter deviation, and thus selects the corresponding mode and adopts the corresponding control strategy.

[0012] The control module includes a mode control unit and a manual control unit; the input end and the output end of the mode control unit are connected to the manual control unit and the information transmission module respectively. The mode control unit includes four automatic control modes, namely, sensitive mode, energy-saving mode, noise reduction mode and normal mode. The four automatic control modes are switched according to the output information of the manual control unit; the manual control unit directly transmits the corresponding instructions to the motor drive module for control.

[0013] The intelligent control device includes an information receiving module, a data processing module, an intelligent planning module and a path planning module; the input end and the output end of the information receiving module are respectively connected to the information transmission module and the data processing module. The information receiving module is responsible for receiving the mode signal transmitted by the information transmission module through the channel and the data information collected by the sensor, and then forwarding this information to the data processing module through the interface or protocol stack for further processing and analysis.

[0014] The output end of the data processing module is connected to the intelligent planning module. The data processing module performs deep preprocessing operations on each parameter in the data set, performs multiple cleaning, denoising, formatting conversion, and normalization / standardization on the data, optimizes data quality, and improves subsequent processing efficiency.

[0015] The output end of the intelligent planning module is connected to the motor drive module; the intelligent planning module uses an intelligent algorithm to strategically arrange and optimize the generation of parameter data sets and corresponding control instructions based on diversified mode requirements, data decoupling and priority sorting.

[0016] The path planning module is based on the logical reasoning of the intelligent algorithm, combined with the initial parameters of the environment and the expected goals, and intuitively displays the intelligent algorithm planning process and its expected results through the information display module to facilitate user or system monitoring and evaluation.

[0017] The LED light source control device includes a motor drive module, an LED light source device, an LED light source translation device, an LED light source rotation device and a heat dissipation device; the output end of the motor drive module is respectively connected to the LED light source device, the LED light source translation device, the LED light source rotation device and the heat dissipation device. After the motor drive module executes the input end instruction, the detection module performs a secondary perception of the environment and feeds back multiple parameters such as light intensity, color temperature, infrared biology, equipment temperature, and sound intensity in the working environment after the lamp is adjusted for light emission.

[0018] The LED light source translation device is a moving mechanism perpendicular to the XY axis; the LED light source rotation device includes a servo motor reducer, a coupling, a locking device and a supporting structure; the servo motor reducer is connected to the servo motor of the motor drive module; the coupling is nested on the output shaft of the servo motor reducer and fixedly clamped, and the servo motor input shaft is inserted into the other end of the coupling and ensured to be centered; the locking device fixes and clamps the coupling and the supporting structure; the supporting structure includes a number of threaded hole connecting rods and corresponding screws; the heat dissipation device includes a water-cooled radiator and a heat sink.

[0019] The motor drive module includes a controller and a servo motor; the input end of the controller is respectively connected to the intelligent planning module and the manual control unit; the output end of the controller is respectively connected to the servo motor and the heat dissipation device; the output end of the servo motor is respectively connected to the LED light source translation device and the LED light source rotation device; the motor drive module receives instructions from the control module and the intelligent planning module, and the motor drive module outputs the optimization control instructions obtained by the intelligent planning module according to the algorithm.

[0020] Furthermore, the method of pre-prioritizing the multi-dimensional parameter data is as follows:

[0021] In sensitive mode, the focus is on the detection of optical parameters, which are prioritized over temperature parameters and sound intensity parameters, and the focus is on response speed and response time;

[0022] In energy-saving mode, optical parameters also have higher priority than temperature parameters and sound intensity parameters. However, compared with sensitive mode, the feedback threshold of optical parameters is lowered, and the detection accuracy is reduced, so only the basic level of performance is maintained, focusing on battery balance and battery life.

[0023] In the noise reduction mode, the sound intensity parameter has the highest priority, and the equipment noise reduction processing is given priority, and the mechanical structure is controlled to move slowly;

[0024] In normal mode, in order to balance the corresponding performance of the equipment, data priority is automatically sorted according to the real-time changes of the detection data and the corresponding value range.

[0025] Furthermore, the visualization processing includes a graphical and chart-like intuitive presentation, which reflects the real-time parameter status in the lamp application environment.

[0026] Furthermore, the LED light source device is a double-layer LED square array, which emits red, yellow and blue basic lights respectively. Each layer of the LED square array includes a plurality of LED unit modules, and the LED unit modules are embedded in an acrylic bracket. Each LED unit module group is driven by a motor to control brightness and switch. Each LED unit module is composed of a plurality of LED chips, and the plurality of LED unit modules are connected in series. The LED chips of each LED unit module are closely arranged, the number is the same and the color is the same.

[0027] The two layers of LED square arrays are parallel to each other, and the LED unit modules on each layer of LED square array are distributed in the same manner and in the same quantity. The LED unit modules on each layer of LED square array are distributed in both axial symmetry and central symmetry. The LED unit modules at the same position on each layer of LED square array are controlled by the same motor.

[0028] Compared with the prior art, the present invention has the following beneficial effects:

[0029] 1. Realized multi-parameter coordinated scheduling: The complex mutual influence and mutual restriction between multiple detection parameters and multiple control parameters are analyzed through data decoupling and data priority sorting. At the same time, the influence of multiple variables is considered to improve the system robustness and stability, and achieve the optimal performance balance of the overall system;

[0030] 2. Improved the accuracy and real-time performance of the system model: In the case of complex actual systems, a system model that approximates complete fitting is established, and accurate mathematical models are used to further improve the accuracy of the system, and to conduct real and effective multi-parameter input and output multi-dimensional regulation. Use high-speed data transmission protocols, select algorithms that meet system characteristics, reduce redundant calculation steps, optimize data structures, and use parallel computing and pipeline technology to significantly improve computing efficiency;

[0031] 3. Realize dynamic real-time scheduling and automatic optimization and correction: The present invention can quickly detect small changes in the environment in real time and automatically adjust the lighting parameters, form real-time adjustment of motor control instructions, and further compare the difference between the predicted effect and the actual effect, generate an automatic correction and optimization mechanism for the lighting system, and ensure that the lighting effect is highly consistent with the real-time needs of the environment;

[0032] 4. Realize multiple adjustment methods and refined control: This system can perform multiple controls on the LED light source through motor drive, including adjustment of parameters such as light intensity and color temperature, and perform translation and rotation operations on the LED light source, and use multiple adjustment methods to adjust the final lighting result;

[0033] 5. Improved lighting efficiency, energy saving and environmental protection: Users can select the corresponding performance mode according to their needs and switch modes at any time, which is convenient for users to accurately control the LED light power and improve the photoelectric conversion efficiency. At the same time, the LED can be calculated by the intelligent planning module, and the motor can accurately control the focus of the light source to generate light, reduce unnecessary light dispersion, reduce light waste, avoid light pollution, and save energy and protect the environment;

[0034] 6. Wide range of application scenarios: Users can choose four modes with different emphases according to their needs and switch at any time. When it is necessary to accurately capture weak signals and respond at high speed, use the sensitive mode with high sensitivity and high performance. When it is necessary to reduce energy consumption and minimize the impact on basic functions, use the low-energy energy-saving mode. When it is necessary to reduce noise, use the noise reduction mode. When necessary, use the general mode that balances performance and energy consumption - the normal mode. BRIEF DESCRIPTION OF THE DRAWINGS

[0035] Figure 1 It is a structural block diagram of the present invention.

[0036] Figure 2 It is a schematic diagram of a process of the present invention.

[0037] In the figure: 1. user control terminal, 2. information display module, 3. control module, 4. mode control unit, 5. manual control unit, 6. sensor device, 7. detection module, 8. information transmission module, 9. data priority sorting module, 10. data decoupling module, 11. light intensity detection sensor, 12. color temperature detection sensor, 13. infrared detection sensor, 14. equipment temperature detection sensor, 15. sound intensity detection sensor, 16. intelligent control device, 17. information receiving module, 18. data processing module, 19. intelligent planning module, 20. path planning module, 21. LED light source control device, 22. motor drive module, 23. LED light source device, 24. LED light source translation device, 25. LED light source rotation device, 26. heat dissipation device. DETAILED DESCRIPTION

[0038] The present invention will be further described below in conjunction with the accompanying drawings.

[0039] like Figure 1-2 As shown, an intelligent feedback LED lighting system includes a user control terminal 1, a sensor device 6, an intelligent control device 16 and an LED light source control device 21; the user control terminal 1 is bidirectionally connected to the sensor device 6, the user control terminal 1 is bidirectionally connected to the intelligent control device 16, and the sensor device 6 is bidirectionally connected to the LED light source control device 21.

[0040] The sensor device 6 includes a detection module 7, a data decoupling module 10, a data priority sorting module 9 and an information transmission module 8; the detection module 7 includes a light intensity detection sensor 11, a color temperature detection sensor 12, an infrared detection sensor 13, an equipment temperature detection sensor 14 and a sound intensity detection sensor 15.

[0041] The input end and output end of the data decoupling module 10 are respectively connected to the output end of the detection module 7 and the data priority sorting module 9. The data decoupling module 10 receives the input signal of the detection module 7, performs preliminary preprocessing on the data, screens out valid multi-parameter data from the original detection data set, and performs decoupling operation on the valid multi-parameter data;

[0042] The output end of the data priority sorting module 9 is connected to the input end of the information transmission module 8. The data priority sorting module 9 pre-prioritizes the multi-dimensional parameter data according to the result of the multi-parameter data decoupling; the multi-dimensional parameters include optical parameters, sound intensity parameters and temperature parameters; the optical parameters include light intensity parameters, color temperature parameters and infrared biological parameters. The light intensity parameters and color temperature parameters in the optical parameters correspond to optical adjustments, which are controlled by the LED light source device 23; the infrared biological parameters correspond to mechanical adjustments of the LED light source, which are controlled and executed by the LED light source translation device 24 and the LED light source rotation device 25.

[0043] The two output ends of the information transmission module 8 are respectively connected to the information display module 2 of the user control terminal 1 and the information receiving module 17 of the intelligent control device 16, and the other input end of the information transmission module 8 is connected to the control module 3 of the user control terminal 1. The information transmission module 8 receives the data processed by the data priority sorting module 9, and transmits the data to the user control terminal 1 and the intelligent control device 16 in real time.

[0044] The user control terminal 1 includes an information display module 2 and a control module 3; the other input end of the information display module 2 is connected to the output end of the path planning module 20, and the output end of the information display module 2 is connected to the input end of the control module 3. The information display module 2 receives input data from the information transmission module 8 and performs visualization on the received data. The information display module 2 performs difference analysis by comparing the actual parameter level with the preset standard parameter threshold, and generates corresponding analysis results or alarms. Based on the visualized processing information, the user intuitively understands the status of the system parameters, quickly identifies the specific visible parameter deviation, and thus selects the corresponding mode and adopts the corresponding control strategy.

[0045] The control module 3 includes a mode control unit 4 and a manual control unit 5; the input end and the output end of the mode control unit 4 are connected to the manual control unit 5 and the information transmission module 8 respectively. The mode control unit 4 includes four automatic control modes, namely, a sensitive mode, an energy-saving mode, a noise reduction mode and a normal mode. The four automatic control modes are switched according to the output information of the manual control unit 5; the manual control unit 5 directly transmits the corresponding instructions to the motor drive module 22 for control.

[0046] The intelligent control device 16 includes an information receiving module 17, a data processing module 18, an intelligent planning module 19 and a path planning module 20; the input end and the output end of the information receiving module 17 are respectively connected to the information transmission module 8 and the data processing module 18. The information receiving module 17 is responsible for receiving the mode signal transmitted by the information transmission module 8 through the channel and the data information collected by the sensor, and then forwarding the information to the data processing module 18 through the interface or protocol stack for further processing and analysis.

[0047] The output end of the data processing module 18 is connected to the intelligent planning module 19. The data processing module 18 performs deep preprocessing operations on various parameters in the data set, performs multiple cleaning, denoising, formatting conversion, and normalization / standardization processing on the data, optimizes data quality, and improves subsequent processing efficiency.

[0048] The output end of the intelligent planning module 19 is connected to the motor drive module 22; the intelligent planning module 19 uses intelligent algorithms to strategically arrange and optimize the generation of parameter data sets and corresponding control instructions based on diversified mode requirements, data decoupling and priority sorting.

[0049] The path planning module 20 is based on the logical reasoning of the intelligent algorithm, combined with the initial parameters of the environment and the expected goals, and intuitively displays the intelligent algorithm planning process and its expected results through the information display module 2 for user or system monitoring and evaluation.

[0050] The LED light source control device 21 includes a motor drive module 22, an LED light source device 23, an LED light source translation device 24, an LED light source rotation device 25 and a heat dissipation device 26; the output end of the motor drive module 22 is respectively connected to the LED light source device 23, the LED light source translation device 24, the LED light source rotation device 25 and the heat dissipation device 26. After the motor drive module 22 executes the input end instruction, the detection module 7 performs secondary perception of the environment and feeds back multiple parameters such as light intensity, color temperature, infrared biology, equipment temperature, and sound intensity in the working environment after the lamp is adjusted for light emission.

[0051] The LED light source translation device 24 is a moving mechanism perpendicular to the XY axis; the LED light source rotation device 25 includes a servo motor reducer, a coupling, a locking device and a supporting structure; the servo motor reducer is connected to the servo motor of the motor drive module 22; the coupling is nested on the servo motor reducer output shaft and fixedly clamped, and the servo motor input shaft is inserted into the other end of the coupling and ensures alignment; the locking device fixes and clamps the coupling and the supporting structure; the supporting structure includes a number of threaded hole connecting rods and corresponding screws; the heat dissipation device 26 includes a water-cooled radiator and a heat sink.

[0052] The motor drive module 22 includes a controller and a servo motor; the input end of the controller is respectively connected to the intelligent planning module 19 and the manual control unit 5; the output end of the controller is respectively connected to the servo motor and the heat dissipation device 26; the output end of the servo motor is respectively connected to the LED light source translation device 24 and the LED light source rotation device 25; the motor drive module 22 receives instructions from the control module 3 and the intelligent planning module 19, and the motor drive module 22 outputs the optimization control instructions obtained by the intelligent planning module 19 according to the algorithm.

[0053] Furthermore, the method of pre-prioritizing the multi-dimensional parameter data is as follows:

[0054] In sensitive mode, the focus is on the detection of optical parameters, which are prioritized over temperature parameters and sound intensity parameters, and the focus is on response speed and response time;

[0055] In energy-saving mode, optical parameters also have higher priority than temperature parameters and sound intensity parameters. However, compared with sensitive mode, the feedback threshold of optical parameters is lowered, and the detection accuracy is reduced, so only the basic level of performance is maintained, focusing on battery balance and battery life.

[0056] In the noise reduction mode, the sound intensity parameter has the highest priority, and the equipment noise reduction processing is given priority, and the mechanical structure is controlled to move slowly;

[0057] In normal mode, in order to balance the corresponding performance of the equipment, data priority is automatically sorted according to the real-time changes of the detection data and the corresponding value range.

[0058] Furthermore, the visualization processing includes a graphical and chart-like intuitive presentation, which reflects the real-time parameter status in the lamp application environment.

[0059] Furthermore, the LED light source device 23 is a double-layer LED square array, which emits red, yellow and blue basic lights respectively. Each layer of the LED square array includes a plurality of LED unit modules, and the LED unit modules are embedded in an acrylic bracket. Each LED unit module group is driven by a motor to control brightness and switch. Each LED unit module is composed of a plurality of LED chips, and the plurality of LED unit modules are connected in series. The LED chips of each LED unit module are closely arranged, the number is the same and the color is the same.

[0060] The two layers of LED square arrays are parallel to each other, and the LED unit modules on each layer of LED square array are distributed in the same manner and in the same quantity. The LED unit modules on each layer of LED square array are distributed in both axial symmetry and central symmetry. The LED unit modules at the same position on each layer of LED square array are controlled by the same motor.

[0061] The steps of the LED lighting with intelligent feedback of the present invention are as follows:

[0062] A. Configure the algorithms in four modes in the intelligent planning system respectively, and configure the more optimized sensor detection module 7 through a few experiments. The user control terminal 1 controls the system to start running, and the data detected by the sensor device 6 is processed and visualized on the user control terminal 1.

[0063] B. According to the mode selected by the user, the information and instructions are transmitted to the intelligent control device 16 for deep data processing and algorithm planning, the intelligently planned instructions are transmitted to the motor drive module 22, and the path logic information and prediction results are transmitted to the user control terminal 1.

[0064] C. According to the planning instructions, the motor is driven to control the LED light source device 23, the LED light source translation device, the LED light source rotation device and the heat dissipation device 26, and at the same time, multiple parameters such as equipment temperature, output light intensity and color temperature, and mechanical working sound intensity are adjusted.

[0065] D. Detect feedback data, display the difference between actual results and expected results on the user control terminal 1, and perform correction and learning based on the user's further parameter adjustment information, ultimately forming LED fine lighting with precise feedback adjustment.

[0066] The present invention is not limited to this embodiment, and any equivalent concepts or changes within the technical scope disclosed by the present invention are included in the protection scope of the present invention.

Claims

1. An intelligent feedback LED lighting system, characterized in that: It comprises a user control terminal (1), a sensor device (6), an intelligent control device (16) and an LED light source control device (21); the user control terminal (1) and the sensor device (6) are bidirectionally connected, the user control terminal (1) and the intelligent control device (16) are bidirectionally connected, and the sensor device (6) and the LED light source control device (21) are bidirectionally connected; The sensor device (6) comprises a detection module (7), a data decoupling module (10), a data priority sorting module (9) and an information transmission module (8); the detection module (7) comprises a light intensity detection sensor (11), a color temperature detection sensor (12), an infrared detection sensor (13), an equipment temperature detection sensor (14) and a sound intensity detection sensor (15); The input end and the output end of the data decoupling module (10) are respectively connected to the output end of the detection module (7) and the data priority sorting module (9); the data decoupling module (10) receives the input signal of the detection module (7), performs preliminary preprocessing on the data, screens out effective multi-parameter data from the original detection data set, and performs a decoupling operation on the effective multi-parameter data; The output end of the data priority sorting module (9) is connected to the input end of the information transmission module (8); the data priority sorting module (9) pre-prioritizes the multi-dimensional parameter data according to the result of multi-parameter data decoupling; the multi-dimensional parameters include optical parameters, sound intensity parameters and temperature parameters; the optical parameters include light intensity parameters, color temperature parameters and infrared biological parameters; the light intensity parameters and color temperature parameters in the optical parameters correspond to optical adjustments, which are controlled by the LED light source device (23); the infrared biological parameters correspond to mechanical adjustments of the LED light source, which are controlled and executed by the LED light source translation device (24) and the LED light source rotation device (25); The two output ends of the information transmission module (8) are respectively connected to the information display module (2) of the user control end (1) and the information receiving module (17) of the intelligent control device (16), and the other input end of the information transmission module (8) is connected to the control module (3) of the user control end (1); the information transmission module (8) receives the data processed by the data priority sorting module (9), and transmits the data to the user control end (1) and the intelligent control device (16) in real time; The user control terminal (1) comprises an information display module (2) and a control module (3); the other input end of the information display module (2) is connected to the output end of the path planning module (20), and the output end of the information display module (2) is connected to the input end of the control module (3); the information display module (2) receives input data from the information transmission module (8) and performs visual processing on the received data; the information display module (2) performs difference analysis by comparing the actual parameter level with the preset standard parameter threshold, and generates corresponding analysis results or alarms; the user intuitively understands the state of the system parameters based on the visual processing information, quickly identifies the specific visible parameter deviation, and thus selects a corresponding mode and adopts a corresponding control strategy; The control module (3) comprises a mode control unit (4) and a manual control unit (5); the input end and the output end of the mode control unit (4) are respectively connected to the manual control unit (5) and the information transmission module (8); the mode control unit (4) comprises four automatic control modes, namely, a sensitive mode, an energy-saving mode, a noise reduction mode and a normal mode; the four automatic control modes are switched according to the output information of the manual control unit (5); the manual control unit (5) directly transmits corresponding instructions to the motor drive module (22) for control; The intelligent control device (16) comprises an information receiving module (17), a data processing module (18), an intelligent planning module (19) and a path planning module (20); the input end and the output end of the information receiving module (17) are respectively connected to the information transmission module (8) and the data processing module (18); the information receiving module (17) is responsible for receiving the mode signal transmitted by the information transmission module (8) through the channel and the data information collected by the sensor, and then forwarding the information to the data processing module (18) through the interface or protocol stack for further processing and analysis; The output end of the data processing module (18) is connected to the intelligent planning module (19); the data processing module (18) performs deep preprocessing operations on various parameters in the data set, performs multiple cleaning, denoising, formatting conversion, and normalization / standardization processing on the data, optimizes data quality, and improves subsequent processing efficiency; The output end of the intelligent planning module (19) is connected to the motor drive module (22); the intelligent planning module (19) uses an intelligent algorithm to strategically arrange and optimize the parameter data set and the generation of corresponding control instructions according to the diversified mode requirements, data decoupling and priority sorting processing; The path planning module (20) is based on the logical reasoning of the intelligent algorithm, combines the initial parameters of the environment and the expected goals, and intuitively displays the intelligent algorithm planning process and its expected results through the information display module (2) to facilitate user or system monitoring and evaluation; The LED light source control device (21) comprises a motor drive module (22), an LED light source device (23), an LED light source translation device (24), an LED light source rotation device (25) and a heat dissipation device (26); the output end of the motor drive module (22) is respectively connected to the LED light source device (23), the LED light source translation device (24), the LED light source rotation device (25) and the heat dissipation device (26); after the motor drive module (22) completes the execution of the input end instruction, the detection module (7) performs secondary perception of the environment and feeds back a plurality of parameters such as light intensity, color temperature, infrared biology, device temperature and sound intensity in the working environment after the light emission of the lamp is adjusted; The LED light source translation device (24) is a moving mechanism perpendicular to the XY axis; the LED light source rotation device (25) includes a servo motor reducer, a coupling, a locking device and a supporting structure; the servo motor reducer is connected to the servo motor of the motor drive module (22); the coupling is nested on the output shaft of the servo motor reducer and fixedly clamped, and the servo motor input shaft is inserted into the other end of the coupling and ensures alignment; the locking device fixes and clamps the coupling and the supporting structure; the supporting structure includes a plurality of threaded hole connecting rods and corresponding screws; the heat dissipation device (26) includes a water-cooled radiator and a heat sink; The motor drive module (22) comprises a controller and a servo motor; the input end of the controller is respectively connected to the intelligent planning module (19) and the manual control unit (5); the output end of the controller is respectively connected to the servo motor and the heat dissipation device (26); the output end of the servo motor is respectively connected to the LED light source translation device (24) and the LED light source rotation device (25); the motor drive module (22) receives instructions from the control module (3) and the intelligent planning module (19), and the motor drive module (22) outputs the optimization control instructions obtained by the intelligent planning module (19) according to the algorithm.

2. The LED lighting system with intelligent feedback according to claim 1, characterized in that: The method for pre-prioritizing the multi-dimensional parameter data is as follows: In sensitive mode, the focus is on the detection of optical parameters, which are prioritized over temperature parameters and sound intensity parameters, and the focus is on response speed and response time; In energy-saving mode, optical parameters also have higher priority than temperature parameters and sound intensity parameters. However, compared with sensitive mode, the feedback threshold of optical parameters is lowered, and the detection accuracy is reduced, so only the basic level of performance is maintained, focusing on battery balance and battery life. In the noise reduction mode, the sound intensity parameter has the highest priority, and the equipment noise reduction processing is given priority, and the mechanical structure is controlled to move slowly; In normal mode, in order to balance the corresponding performance of the equipment, data priority is automatically sorted according to the real-time changes of the detection data and the corresponding value range.

3. The intelligent feedback LED lighting system according to claim 1, characterized in that: The visualization processing includes graphical and chart-like intuitive presentation, reflecting the real-time parameter status in the lamp application environment.

4. The LED lighting system with intelligent feedback according to claim 1, characterized in that: The LED light source device (23) is a double-layer LED square array, which emits red, yellow and blue basic lights respectively. Each layer of the LED square array includes a plurality of LED unit modules, and the LED unit modules are embedded in an acrylic bracket. Each LED unit module group is driven by a motor to control brightness and switching. Each LED unit module is composed of a plurality of LED chips, and the plurality of LED unit modules are connected in series. The LED chips of each LED unit module are closely arranged, the number is the same and the color is the same. The two layers of LED square arrays are parallel to each other, and the LED unit modules on each layer of LED square array are distributed in the same manner and in the same quantity; the LED unit modules on each layer of LED square array are distributed in both axial symmetry and central symmetry; the LED unit modules at the same position on each layer of LED square array are controlled by the same motor.

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