Energy-saving curtain system capable of intelligently and adaptively adjusting temperature and humidity
Through the shape memory alloy curtain system driven by data acquisition, Kalman filtering and fuzzy control algorithms, the problem of insufficient adaptive adjustment of the intelligent curtain system is solved, and flexible temperature and humidity adjustment and energy-saving effects are achieved.
Patent Information
- Application Number
- CN202510790087.5
- Authority / Receiving Office
- CN · China
- Patent Type
- Applications(China)
- Current Assignee / Owner
- Filing Date
- 2025-06-13
- Publication Date
- 2025-07-22
- Estimated Expiration
- Not applicable · inactive patent
AI Technical Summary
The existing intelligent curtain system lacks a flexible adaptive adjustment mechanism and cannot meet users' personalized needs for indoor temperature and humidity in different seasons and different time periods.
The data acquisition module is used to collect environmental data in real time, and adjusting instructions are generated through Kalman filtering and fuzzy control algorithms. Combined with the shape memory alloy driving mechanism and energy recovery module, the precise light-shielding layer movement of the curtain is realized, and multi-mode adjustment and remote control are supported.
It realizes flexible adjustment of indoor temperature and humidity according to environmental changes, meets personalized needs, reduces dependence on external power supplies, and improves user experience and system energy saving.
Smart Images

Figure CN120351632A_ABST
Abstract
Description
Technical Field
[0001] The present invention relates to the technical field of smart home, and more specifically, to an energy-saving curtain system with intelligent adaptive temperature and humidity regulation. Background Art
[0002] With the improvement of people's living quality, the requirements for the comfort of the indoor living environment are becoming increasingly stringent. As the key indicators to measure the comfort of the living environment, the regulation and control of indoor temperature and humidity have attracted more and more attention. As an important barrier for the interaction between the indoor and the external environment, the main functions of curtains are concentrated on basic levels such as light shielding and privacy protection.
[0003] Most of the existing intelligent curtain systems can only achieve simple timing switch or remote control functions, and have limited ability to adaptively adjust the indoor temperature and humidity. In the face of different environmental scenarios, they lack a flexible adaptive adjustment mechanism and cannot meet the personalized needs of users for indoor temperature and humidity in different seasons and different time periods. In view of this, we propose an energy-saving curtain system with intelligent adaptive temperature and humidity regulation. Summary of the Invention
[0004] The purpose of the present invention is to provide an energy-saving curtain system with intelligent adaptive temperature and humidity regulation, aiming to solve the problem that the existing intelligent curtain systems lack a flexible adaptive adjustment mechanism and cannot meet the personalized needs of users for indoor temperature and humidity in different seasons and different time periods.
[0005] To solve the above technical problems, the present invention provides the following technical solutions: An energy-saving curtain system with intelligent adaptive temperature and humidity regulation, the system includes a data acquisition module, a data processing module, an energy recovery module, an adjustment module, and a shape memory alloy drive mechanism; The data acquisition module adopts an event-triggered acquisition method. When the temperature and humidity change exceeds the set threshold, it actively and real-time acquires the environmental data including indoor temperature and humidity, and light intensity, and transmits it to the data processing module through wireless communication technology; The data processing module analyzes and calculates the environmental data through the built-in Kalman filter algorithm and fuzzy control algorithm to generate accurate adjustment instructions; The shape memory alloy drive mechanism is used to drive the light-shielding layer of the curtain to move; The adjustment module drives the shape memory alloy drive mechanism through pulsed current, and is used to receive the adjustment instructions generated by the data processing module, and accurately control the movement of the light-shielding layer of the curtain to achieve the adaptive adjustment of the indoor temperature and humidity; The energy recovery module includes a piezoelectric material, an energy storage capacitor, and an energy management circuit. The piezoelectric material is disposed on the movement path of the shape memory alloy drive mechanism. When the shape memory alloy drive mechanism operates, the energy generated by driving the light-shielding layer by the shape memory alloy drive mechanism is recovered by using the piezoelectric effect and stored in the energy storage capacitor. The stored energy can supply power to the acquisition module, the data processing module, the energy recovery module, and the adjustment module, reducing the dependence on an external power supply and achieving the purpose of energy conservation.
[0006] Preferably, the system further includes a mode switching module, and the mode switching module includes a sleep mode, a leaving-home mode, and a visiting mode. Different temperature and humidity adjustment parameters are preset under different modes.
[0007] Preferably, the system further includes a remote monitoring module, which realizes remote control and status monitoring through a wireless network. Users can view the system operation status and perform control anytime and anywhere.
[0008] Preferably, when the Kalman filter algorithm built in the data processing module processes environmental data, the following state space model is adopted: State prediction:
[0009] Covariance prediction:
[0010] Kalman gain:
[0011] State update:
[0012] Covariance update:
[0013] Among them, is the state prediction value at time , is the state transition matrix, is the state prediction estimate at time is the control matrix, is the control input, is the predicted covariance at time is the process noise covariance, is the Kalman gain, is the observation matrix, is the observation noise covariance, is the observation value at time is the state estimate value at time is The covariance of the moment estimation can effectively eliminate noise interference, improve the accuracy of data, and provide reliable data support for the fuzzy control algorithm.
[0014] Preferably, the fuzzy control algorithm built in the data processing module takes the temperature and humidity deviation, the temperature and humidity change rate, and the light intensity as input parameters. After input variable fuzzification, fuzzy rule inference, Mamdani fuzzy inference, and centroid method defuzzification, it outputs the adjustment angle and movement speed of the light-shielding layer, thereby generating accurate adjustment instructions.
[0015] Preferably, the control width of the pulse current used by the adjustment module to drive the shape memory alloy drive mechanism is 5 - 10 ms, and the frequency is 1 - 5 Hz.
[0016] Preferably, the mode switching module includes a sleep mode, a leaving-home mode, and a visiting mode, which can be selected through the control panel or the mobile phone APP.
[0017] Preferably, the data acquisition module includes at least 3 temperature and humidity sensors and 2 light intensity sensors, which are evenly arranged at different positions in the room.
[0018] Compared with the prior art, the beneficial effects of the present invention are as follows: 1. The data acquisition module in the present invention adopts an event-triggered acquisition method. When the temperature and humidity change exceeds the set threshold, it actively and real-time acquires the environmental data in the room, including the indoor temperature and humidity and the light intensity, and transmits it to the data processing module through wireless communication technology. The data processing module analyzes and calculates the environmental data through the built-in Kalman filter algorithm and fuzzy control algorithm to generate accurate adjustment instructions. The adjustment module drives the shape memory alloy drive mechanism through pulse current to precisely control the movement of the light-shielding layer of the curtain, realizing the adaptive adjustment of the indoor temperature and humidity. It can flexibly adjust the indoor temperature and humidity according to the environmental changes in different seasons and different time periods, meeting the personalized needs of users.
[0019] 2. The energy recovery module in the present invention includes a piezoelectric material, an energy storage capacitor, and an energy management circuit. The piezoelectric material is arranged on the movement path of the shape memory alloy drive mechanism. When the shape memory alloy drive mechanism operates, it uses the piezoelectric effect to recover the energy generated by its driving the light-shielding layer to move and stores it in the energy storage capacitor. The stored energy can supply power to the acquisition module, the data processing module, the energy recovery module, and the adjustment module, reducing the dependence on the external power supply and achieving the purpose of energy conservation.
[0020] 3. The present invention is provided with a mode switching module, including a sleep mode, a leaving-home mode, and a visiting mode. Different temperature and humidity adjustment parameters are preset under different modes, and users can select through the control panel or the mobile phone APP, thereby meeting the temperature and humidity requirements of users in different scenarios and improving the user experience. Description of the Drawings
[0021] Figure 1 This is a schematic diagram of the architecture of the system in the present invention. Specific implementation manners
[0022] Next, the technical solutions in the embodiments of the present invention will be clearly and completely described in conjunction with the accompanying drawings in the embodiments of the present invention. Obviously, the described embodiments are only a part of the embodiments of the present invention, rather than all the embodiments.
[0023] Embodiment 1 An energy-saving curtain system with intelligent adaptive temperature and humidity regulation, the system includes a data acquisition module, a data processing module, an energy recovery module, an adjustment module, and a shape memory alloy drive mechanism; The data acquisition module adopts an event-triggered acquisition method. When the temperature and humidity change exceeds the set threshold, it actively and real-time acquires environmental data including indoor temperature and humidity, and light intensity, and transmits it to the data processing module through wireless communication technology. The event-triggered acquisition avoids the energy consumption waste of continuous sampling, only starts the acquisition when the environment changes significantly, improves the data validity while reducing the system power consumption, and the multi-parameter acquisition provides comprehensive environmental information for subsequent adjustment; The data processing module generates accurate adjustment instructions by analyzing and calculating the environmental data through the built-in Kalman filter algorithm and fuzzy control algorithm. The Kalman filter eliminates data noise and improves the accuracy of environmental parameters. Then, the fuzzy control algorithm realizes non-linear adjustment based on multi-parameter input, making the action of the curtain light-shielding layer more in line with the actual environmental requirements and avoiding the lag of traditional control; The shape memory alloy drive mechanism is used to drive the movement of the light-shielding layer of the curtain. With the temperature-induced deformation characteristics of the shape memory alloy, it can achieve precise mechanical actions, drive the light-shielding layer to adjust the light-shielding area, and thus control the indoor temperature and humidity; The adjustment module drives the shape memory alloy drive mechanism through pulsed current and is used to receive the adjustment instructions generated by the data processing module, accurately control the movement of the light-shielding layer of the curtain, and realize the adaptive adjustment of the indoor temperature and humidity. The pulsed current drive accurately controls the deformation amount of the shape memory alloy, realizes the fine adjustment of the angle and speed of the light-shielding layer, and ensures the timeliness and accuracy of temperature and humidity adjustment; The energy recovery module includes piezoelectric materials, energy storage capacitors, and an energy management circuit. The piezoelectric materials are arranged on the movement path of the shape memory alloy drive mechanism. When the shape memory alloy drive mechanism operates, the energy generated by driving the light-shielding layer by the shape memory alloy drive mechanism is recovered using the piezoelectric effect and stored in the energy storage capacitor. The stored energy can supply power to the acquisition module, data processing module, energy recovery module, and adjustment module, reducing the dependence on external power supplies, achieving the purpose of energy conservation, converting the mechanical energy of the drive mechanism into electrical energy using the piezoelectric effect, realizing the recycling of energy, reducing the dependence on external power supplies, and reducing energy consumption.
[0024] Furthermore, the system also includes a mode switching module, which includes a sleep mode, a leaving-home mode, and a visiting mode. Different temperature and humidity adjustment parameters are preset for different modes to meet the personalized needs of users in different scenarios through multi-mode design, realizing automatic adjustment through preset parameters, and enhancing the user experience.
[0025] Furthermore, the system also includes a remote monitoring module, which realizes remote control and status monitoring through a wireless network. Users can view the system operation status and perform control at any time and anywhere. The remote monitoring function allows users to view the operation status of the light-shielding layer of the curtain in real time, enhancing the convenience and intelligence of the system.
[0026] Furthermore, when the Kalman filter algorithm built in the data processing module processes environmental data, the following state space model is adopted: State prediction:
[0027] Covariance prediction:
[0028] Kalman gain:
[0029] State update:
[0030] Covariance update:
[0031] Among them, is the state prediction value at time is the state transition matrix, is the state prediction estimate at time is the control matrix, is the control input, is the predicted covariance at time is the process noise covariance, is the Kalman gain, is the observation matrix, is the observation noise covariance, is the observed value at time is the state estimate value at time is the estimated covariance at time, which can effectively eliminate noise interference, improve the accuracy of data, provide reliable data support for the fuzzy control algorithm. The Kalman filter estimates the system state in real time through a recursive algorithm, effectively suppressing the random noise in the environmental data, providing a more reliable data basis for fuzzy control, and improving the accuracy of the adjustment command.
[0032] Furthermore, the fuzzy control algorithm built into the data processing module takes the temperature and humidity deviation, the rate of change of temperature and humidity, and the light intensity as input parameters. After input variable fuzzification, fuzzy rule reasoning, Mamdani fuzzy reasoning, and centroid method defuzzification, it outputs the adjustment angle and movement speed of the light-shielding layer, thereby generating accurate adjustment commands. Since fuzzy control does not rely on an accurate mathematical model, it can handle the complex coupling relationship between temperature, humidity, and light, and realizes adaptive adjustment through the fuzzy rule base, making the action of the light-shielding layer of the curtain more in line with the actual environmental requirements.
[0033] Furthermore, the control width of the pulse current used by the adjustment module to drive the shape memory alloy drive mechanism is 5 - 10 ms, and the frequency is 1 - 5 Hz. By accurately setting the pulse parameters, it avoids the failure of the shape memory alloy due to excessive current and overheating, and at the same time ensures that the drive mechanism responds sensitively, realizes the smooth movement and accurate angle control of the light-shielding layer, and improves the adjustment efficiency.
[0034] Furthermore, the mode switching module includes a sleep mode, a leaving-home mode, and a visiting mode, which are selected through the control panel or the mobile phone APP. The multi-terminal operation method improves the convenience of user operation, adapts to different usage scenarios, and enhances the human-computer interaction experience of the system.
[0035] Furthermore, the data acquisition module includes at least 3 temperature and humidity sensors and 2 light intensity sensors, which are evenly arranged at different positions in the room. The multi-point distributed sensor layout eliminates the measurement blind spots of the indoor environmental parameters, ensures that the collected data can truly reflect the overall temperature, humidity, and light conditions in the room, and provides a comprehensive basis for the adjustment decision.
[0036] The embodiments disclosed in the present invention are preferred embodiments, but not limited thereto. Those of ordinary skill in the art can easily understand the spirit of the present invention based on the above embodiments and make different extensions and changes. However, as long as they do not depart from the spirit of the present invention, they are within the protection scope of the present invention.
Claims
1. An energy-saving curtain system with intelligent adaptive temperature and humidity regulation, characterized in that The system includes a data acquisition module, a data processing module, an energy recovery module, an adjustment module, and a shape memory alloy drive mechanism; The data acquisition module adopts an event-triggered acquisition method. When the temperature and humidity change exceeds the set threshold, it actively and real-time acquires environmental data including indoor temperature and humidity, and light intensity, and transmits it to the data processing module through wireless communication technology; The data processing module generates precise adjustment instructions after analyzing and calculating the environmental data through the built-in Kalman filter algorithm and fuzzy control algorithm; The shape memory alloy drive mechanism is used to drive the light-shielding layer of the curtain to move; The adjustment module drives the shape memory alloy drive mechanism through pulsed current, and is used to receive the adjustment instructions generated by the data processing module, precisely control the movement of the light-shielding layer of the curtain, and realize the adaptive adjustment of indoor temperature and humidity; The energy recovery module includes a piezoelectric material, a storage capacitor, and an energy management circuit. The piezoelectric material is arranged on the movement path of the shape memory alloy drive mechanism. When the shape memory alloy drive mechanism operates, it uses the piezoelectric effect to recover the energy generated by the shape memory alloy drive mechanism driving the light-shielding layer to move, and stores it in the storage capacitor. The stored energy can supply power to the acquisition module, data processing module, energy recovery module, and adjustment module, reduce the dependence on external power supplies, and achieve the purpose of energy conservation.
2. An energy-saving curtain system with intelligent adaptive temperature and humidity regulation according to claim 1, characterized in that, The system also includes a mode switching module, which includes a sleep mode, a leaving-home mode, and a meeting mode, and different temperature and humidity adjustment parameters are preset under different modes.
3. An energy-saving curtain system with intelligent adaptive temperature and humidity adjustment according to claim 1, characterized in that, The system also includes a remote monitoring module, which realizes remote control and status monitoring through a wireless network. Users can view the system operation status and perform control anytime and anywhere.
4. An energy-saving curtain system with intelligent adaptive temperature and humidity adjustment according to claim 1, characterized in that, When the Kalman filter algorithm built in the data processing module processes environmental data, the following state space model is adopted: State prediction: ; Covariance prediction: ; Kalman gain: ; Status update: ; Covariance update: ; Among them, is the predicted value of the moment state, is the state transition matrix, is the predicted value of the moment state estimate, is the control matrix, is the control input, is the predicted covariance at the moment, is the process noise covariance, is the Kalman gain, is the observation matrix, is the observation noise covariance, is the observed value at the moment, is the state estimate value at the moment, is the estimated covariance at the moment, which can effectively eliminate noise interference, improve the accuracy of data, and provide reliable data support for the fuzzy control algorithm.
5. An energy-saving curtain system with intelligent adaptive temperature and humidity adjustment according to claim 1, characterized in that, The fuzzy control algorithm built in the data processing module takes the temperature and humidity deviation, temperature and humidity change rate, and light intensity as input parameters. After input variable fuzzification, fuzzy rule reasoning, Mamdani fuzzy reasoning, and centroid method defuzzification, it outputs the adjustment angle and movement speed of the light-shielding layer, so as to generate precise adjustment instructions.
6. An energy-saving curtain system with intelligent adaptive temperature and humidity adjustment according to claim 1, characterized in that, The control width of the pulsed current used by the adjustment module to drive the shape memory alloy drive mechanism is 5 - 10 ms, and the frequency is 1 - 5 Hz.
7. An energy-saving curtain system with intelligent adaptive temperature and humidity adjustment according to claim 2, characterized in that, The sleep mode, leaving-home mode, and meeting mode included in the mode switching module are selected through a control panel or a mobile phone APP.
8. An energy-saving curtain system with intelligent adaptive temperature and humidity adjustment according to claim 1, characterized in that, The data acquisition module includes at least 3 temperature and humidity sensors and 2 light intensity sensors, which are evenly arranged at different positions in the room.