An air conditioner control method, device and air conditioner
By acquiring user facial images and using a comfort recognition model to automatically adjust the air conditioner's operating parameters, the problem of low automation in existing air conditioner control methods is solved, achieving intelligent control of the air conditioner and improving the user experience.
Patent Information
- Authority / Receiving Office
- CN · China
- Patent Type
- Patents(China)
- Current Assignee / Owner
- QINGDAO HAIER AIR CONDITIONER GENERAL CORP LTD
- Filing Date
- 2021-10-29
- Publication Date
- 2026-04-17
AI Technical Summary
Existing air conditioner control methods require remote control or smartphones, resulting in low automation and wasting consumers' time during adjustment, thus affecting their user experience.
By acquiring the user's facial image, a pre-trained comfort recognition model is used to determine the comfort evaluation score, and the operating parameters of the air conditioner are automatically adjusted according to preset adjustment rules until the comfort evaluation score is within the preset range, thereby realizing the automated control of the air conditioner.
This increases the level of automation in the air conditioner control process, reduces the need for manual adjustments by users, and improves the user experience.
Smart Images

Figure CN116066974B_ABST
Abstract
Description
Technical Field
[0001] This invention relates to the field of electrical equipment technology, and in particular to an air conditioner control method, device, and air conditioner. Background Technology
[0002] Air conditioners are a widely used household appliance in people's daily lives. They can regulate the temperature and humidity of the indoor environment, providing consumers with a comfortable living environment.
[0003] In practical applications, consumers need to control the operation of the air conditioner through an air conditioner remote control or a smartphone that is linked to the air conditioner, such as adjusting the set temperature, humidity, and airflow, until the air conditioner reaches a comfortable operating state for the consumer.
[0004] However, existing air conditioner control methods require the use of a remote control or smartphone, resulting in a low degree of automation in the air conditioner control process. The process of finding and operating the remote control wastes consumers' time and affects their user experience. Summary of the Invention
[0005] This invention provides an air conditioner control method, device, and air conditioner, which can automatically adjust the operating parameters of the air conditioner, improve the automation level of the air conditioner control process, and enhance the user experience.
[0006] To achieve the above objectives, the technical solution provided by the present invention is as follows:
[0007] In a first aspect, the present invention provides an air conditioner control method, comprising:
[0008] Obtain the user's facial image;
[0009] A comfort score, representing user comfort, is determined based on the facial image.
[0010] If the comfort evaluation score is not within the preset score range, the actual operating parameters of the air conditioner are adjusted according to the preset adjustment rules.
[0011] The air conditioner is controlled to operate according to the actual operating parameters, and the process returns to the step of obtaining the user's facial image until the comfort evaluation score is within the preset score range.
[0012] Optionally, adjusting the actual operating parameters of the air conditioner according to a preset adjustment rule includes:
[0013] Obtain the preset comfort calculation formula;
[0014] The preset comfort calculation formula takes the air conditioner's operating parameters as input and the comfort evaluation score as output.
[0015] The operating parameters in the preset comfort calculation formula are adjusted according to the preset adjustment rules to obtain the corresponding comfort evaluation score;
[0016] The operating parameters whose corresponding comfort evaluation scores fall within the preset score range are used as the actual operating parameters of the air conditioner.
[0017] Optionally, the preset comfort calculation formula includes:
[0018]
[0019] Where Q1 represents the temperature regulation coefficient, and t represents the temperature parameter of the air conditioner;
[0020] Q2 represents the humidity regulation coefficient, and f represents the humidity parameter of the air conditioner;
[0021] Q3 represents the wind speed adjustment coefficient, and v represents the air speed parameter of the air conditioner;
[0022] C1-C5 represent preset constants.
[0023] Optionally, adjusting the operating parameters in the preset comfort calculation formula according to preset adjustment rules includes:
[0024] Adjust the temperature, humidity, and wind speed parameters in the preset comfort calculation formula according to the preset parameter priority;
[0025] The temperature parameter has a higher priority than the humidity parameter, and the humidity parameter has a higher priority than the wind speed parameter.
[0026] Optionally, determining the comfort evaluation score representing user comfort based on the facial image includes:
[0027] The facial image is input into a pre-trained comfort recognition model to obtain a comfort evaluation score that represents the user's comfort level.
[0028] The comfort recognition model is obtained based on neural network training.
[0029] Optionally, the air conditioner control method provided in the first aspect of the present invention further includes:
[0030] Obtain air quality monitoring information and the user's current body temperature;
[0031] If the air quality detection information indicates that there is a risk of illness in the user's environment, and the user's current body temperature is greater than a first body temperature threshold, a warning message will be sent to remind the user to seek medical attention.
[0032] Optionally, the air conditioner control method provided in the first aspect of the present invention further includes: if the air quality detection information indicates that there is a potential health risk in the user's environment, sending a prompt message to the smart medicine box.
[0033] Optionally, the air conditioner control method provided in the first aspect of the present invention further includes: if no feedback information from the user regarding the warning information is received, and the user's current body temperature is greater than a second body temperature threshold, sending control information to a pre-bound smart terminal so that the smart terminal contacts the hospital;
[0034] Wherein, the second body temperature threshold is greater than the first body temperature threshold.
[0035] In a second aspect, the present invention provides an air conditioner control device, comprising:
[0036] The first acquisition unit is used to acquire the user's facial image;
[0037] A determining unit is used to determine a comfort evaluation score representing user comfort based on the facial image;
[0038] An adjustment unit is used to adjust the actual operating parameters of the air conditioner according to a preset adjustment rule if the comfort evaluation score is not within a preset score range.
[0039] The control unit is used to control the air conditioner to operate according to the actual operating parameters and return to the step of obtaining the user's facial image until the comfort evaluation score is within the preset score range.
[0040] Thirdly, the present invention provides an air conditioner, comprising: an indoor unit and an outdoor unit, wherein...
[0041] The indoor unit includes an indoor main unit, an image acquisition module, a human body temperature acquisition module, an air quality detection module, an environmental information acquisition module, a communication module, and a controller.
[0042] The indoor unit is connected to the outdoor unit.
[0043] The indoor host, image acquisition module, human body temperature acquisition module, air quality detection module, environmental information acquisition module, and communication module are respectively connected to the controller;
[0044] The controller performs the air conditioner control method according to any one of the first aspects of the present invention.
[0045] The air conditioner control method provided by this invention, after acquiring a user's facial image, determines a comfort evaluation score representing the user's comfort level based on the obtained facial image. If the obtained comfort evaluation score is not within a preset range, the actual operating parameters of the air conditioner are adjusted according to preset adjustment rules, and the air conditioner is controlled to operate according to the actual operating parameters. Then, the process returns to the step of acquiring the user's facial image for the next judgment and adjustment until the obtained comfort evaluation score is within the preset range, at which point the adjustment process ends. This air conditioner control method, based on the user's facial image to obtain a comfort evaluation score, automatically adjusts the actual operating parameters of the air conditioner when the obtained comfort evaluation score is not within the preset range, i.e., when the user feels uncomfortable. This eliminates the need for manual adjustment by the user via remote control or smartphone, greatly improving the automation level of the air conditioner control process and contributing to a better user experience. Attached Figure Description
[0046] To more clearly illustrate the technical solutions within the embodiments of the present invention or the prior art, the drawings used in the description of the embodiments or the prior art will be briefly introduced below. Obviously, the drawings described below are only some embodiments of the present invention. For those skilled in the art, other drawings can be obtained based on these drawings without creative effort.
[0047] Figure 1 This is a flowchart of an air conditioner control method provided in an embodiment of the present invention;
[0048] Figure 2 This is a flowchart of another air conditioner control method provided in an embodiment of the present invention;
[0049] Figure 3 This is a structural block diagram of an air conditioner control device provided in an embodiment of the present invention;
[0050] Figure 4 This is a structural block diagram of another air conditioner control device provided in an embodiment of the present invention;
[0051] Figure 5 This is a structural block diagram of another air conditioner control device provided in an embodiment of the present invention;
[0052] Figure 6 This is a structural block diagram of another air conditioner control device provided in an embodiment of the present invention. Detailed Implementation
[0053] The technical solutions of the embodiments of this application will be clearly and completely described below with reference to the accompanying drawings. Obviously, the described embodiments are only some embodiments of this application, and not all embodiments. Based on the embodiments of this application, all other embodiments obtained by those of ordinary skill in the art without creative effort are within the scope of protection of this application.
[0054] The air conditioner control method provided by this invention is applied to air conditioners, specifically to a controller installed in an air conditioner for controlling the operation of the air conditioner. See also... Figure 1 The flow of the air conditioner control method provided in this embodiment of the invention includes:
[0055] S100: Obtain the user's facial image.
[0056] In daily life, a user's facial expressions are closely related to their environment. Facial expressions can indicate whether a user feels comfortable in their surroundings. For example, in low temperatures, a user's facial expression tends to be stiff, while in high temperatures, it tends to be irritable. This invention specifically records a user's facial expressions using facial images to determine whether the user feels comfortable in their current environment.
[0057] Optionally, for acquiring user facial images, an image acquisition module, such as an infrared camera, can be integrated into the indoor unit of the air conditioner. Of course, other forms of image acquisition modules can also be selected. Any device capable of acquiring user facial images is optional. This invention does not limit the specific implementation of the image acquisition module.
[0058] S110. Determine the comfort evaluation score that represents the user's comfort level based on the facial image.
[0059] Optionally, in order to accurately determine the comfort evaluation score representing the user's comfort level based on the acquired user's facial image, this embodiment of the invention provides a pre-trained comfort recognition model. This comfort recognition model takes the user's facial image as input and the corresponding comfort evaluation score as output, and is obtained by training a neural network.
[0060] Specifically, in training the comfort recognition model, it is necessary to acquire facial images of the experimenter under different operating parameters of the air conditioner. Simultaneously, based on the air conditioner's operating parameters and the experimenter's actual feelings, a functional relationship between the air conditioner's operating parameters and comfort evaluation scores is fitted. Furthermore, based on the correspondence between the air conditioner's operating parameters and facial images, the comfort evaluation score corresponding to each facial image is determined. During training, the comfort evaluation score corresponding to each facial image is used as the label for the corresponding facial image to train the neural network, ultimately obtaining the comfort recognition model provided in this embodiment. As for the specific training process of the model, it can be implemented by referring to relevant model training methods in the prior art; this invention does not limit it in this regard.
[0061] After obtaining the user's current facial image, the resulting facial image is input into the comfort recognition model to obtain the corresponding comfort evaluation score.
[0062] S120. Determine whether the comfort evaluation score is within the preset score range. If not, proceed to S130.
[0063] Optionally, the preset score range can be set in two main ways. One is that the air conditioner manufacturer, during the air conditioner production process, stores the average score range for user comfort, determined through extensive experimentation, as the preset score range in the controller of the air conditioner control method implemented in this invention. The other is to receive user-defined settings; that is, the user can set a preset score range suitable for their own needs according to their preferences. This is also optional. Of course, other methods can also be used to determine the preset score range, provided they do not exceed the core concept of this invention and are also within the scope of protection of this invention.
[0064] If the comfort evaluation score obtained from the aforementioned steps is within the preset score range, it can be determined that the user feels comfortable. Conversely, if the comfort evaluation score is not within the preset score range, it can be determined that the user feels uncomfortable, and S130 needs to be executed to adjust the air conditioner.
[0065] S130. Adjust the actual operating parameters of the air conditioner according to the preset adjustment rules.
[0066] Optionally, to shorten the time required to adjust the air conditioner to a comfortable level for the user, this embodiment of the invention provides a preset comfort calculation formula. This formula takes the air conditioner's operating parameters as input and outputs a comfort evaluation score. After changing the corresponding operating parameters in the formula, the current comfort evaluation score can be obtained immediately. If the comfort evaluation score is not within the preset score range, it can be preliminarily determined that the corresponding operating parameters are not suitable, and adjustments can continue until the comfort evaluation score is within the preset score range. Thus, it can be preliminarily determined that the air conditioner can make the user feel comfortable when running with the corresponding operating parameters. In other words, by using the preset comfort calculation formula, a large number of invalid operating parameters can be filtered out, avoiding the continuous and repetitive adjustment process of the air conditioner.
[0067] Optionally, the preset comfort calculation formula can be as follows:
[0068]
[0069] Wherein, SSD represents the comfort rating score;
[0070] Q1 represents the temperature regulation coefficient, and t represents the temperature parameter of the air conditioner;
[0071] Q2 represents the humidity regulation coefficient, and f represents the humidity parameter of the air conditioner;
[0072] Q3 represents the wind speed adjustment coefficient, and v represents the air speed parameter of the air conditioner;
[0073] C1-C5 represent preset constants.
[0074] The adjustment coefficient and preset constant involved in the above formula can be determined based on the specific performance parameters and operating experience of the specific air conditioner. This invention does not limit the specific values of the adjustment coefficient and preset constant.
[0075] Based on the above, after calling the preset comfort calculation formula, the operating parameters in the preset comfort calculation formula can be adjusted according to the preset adjustment rules to obtain the corresponding comfort evaluation score.
[0076] Optionally, based on actual operating experience with air conditioners, it is known that among the various operating parameters of an air conditioner, temperature has the most direct impact on the user's experience, followed by humidity, and then fan speed. Therefore, the priority of the corresponding operating parameters can be set accordingly, with temperature having a higher priority than humidity, and humidity having a higher priority than fan speed. By adjusting the temperature, humidity, and fan speed parameters in the preset comfort calculation formula according to the preset adjustment rules, that is, according to the preset parameter priorities, the comfort evaluation score corresponding to each adjustment can be obtained.
[0077] After obtaining multiple comfort evaluation scores, the operating parameters whose corresponding comfort evaluation scores fall within the preset score range can be used as the actual operating parameters of the air conditioner.
[0078] S140. Control the air conditioner to operate according to the actual operating parameters.
[0079] After determining the actual operating parameters, the air conditioner can be controlled to operate according to the actual operating parameters, and the process returns to step S100 to judge whether the user feels comfortable until the obtained comfort evaluation score is within the preset score range, that is, until the user feels comfortable.
[0080] It is understandable that it takes a certain amount of time for the air conditioner to actually change the temperature and humidity of the user's environment after it has been operating according to the actual operating parameters. Therefore, after adjusting the operating parameters of the air conditioner, you can wait for the preset time before returning to S100 to make a judgment. This can also reduce the number of times the operating parameters need to be adjusted.
[0081] In summary, the air conditioner control method provided by this invention obtains a comfort evaluation score based on the user's facial image, and automatically adjusts the actual operating parameters of the air conditioner when the obtained comfort evaluation score is not within the preset score range, i.e. when the user feels uncomfortable. This eliminates the need for the user to manually adjust the parameters using a remote control or smartphone, greatly improving the automation level of the air conditioner control process and helping to improve the user experience.
[0082] Optional, see Figure 2 , Figure 2 This is a flowchart of another air conditioner control method provided in an embodiment of the present invention, which can be used with... Figure 1 The control methods shown can be executed simultaneously, or in... Figure 1 After the method shown is completed, this invention will be executed. Figure 2 The timing of execution of the air conditioner control method provided in the illustrated embodiment is not specifically limited.
[0083] The flow of the air conditioner control method provided in this embodiment specifically includes:
[0084] S200: Obtain air quality detection information and the user's current body temperature.
[0085] In practical applications, air quality information can be provided by air quality monitoring instruments. For example, an influenza virus detector can be selected to detect whether influenza viruses are present in the air.
[0086] The user's current body temperature can be measured using an infrared thermometer. Of course, other methods can also be used. This invention does not limit the specific method of obtaining the current body temperature.
[0087] S210. Determine whether the air quality detection information indicates that there is a risk of disease in the user's environment and whether the user's current body temperature is greater than the first body temperature threshold. If so, execute S220.
[0088] Following the previous example, if an influenza virus detector is selected as the air quality monitoring instrument, then when the detection information indicates that there is an influenza virus in the air, it can be determined that there is a risk of illness in the user's environment. Similarly, when other types of air quality detectors are selected, judgments can be made based on the corresponding detection indicators and results, which will not be listed here.
[0089] In practical applications, the first body temperature threshold can be selected as the average value of normal human body temperature, or it can be set according to the user's personal situation. This invention does not limit the specific value of the first body temperature threshold.
[0090] Based on the above, if the air quality detection information indicates that there is a risk of disease in the user's environment and the user's current body temperature is greater than the first body temperature threshold, then S220 is executed.
[0091] Optionally, if air quality monitoring information indicates a potential health risk in the user's environment, and the user's current body temperature is not higher than the first body temperature threshold, indicating that the user is currently in good health but the environment is not safe enough, in this case, a notification message can be sent to the smart medicine box. The smart medicine box will then automatically detect whether the corresponding medication is stored. If the required medication is stored and is within its expiration date, the smart medicine box can remind the user to reuse the corresponding preventative medication. If the corresponding medication is not stored or the medication has expired, the smart medicine box can also recommend relevant medications to the user.
[0092] S220: Send a warning message to remind the user to seek medical attention.
[0093] If air quality monitoring information indicates that there is a risk of illness in the user's environment and the user's current body temperature is higher than the first body temperature threshold, it can be preliminarily determined that the user is sick. In this case, an early warning message will be sent to remind the user to seek medical attention. Specifically, the early warning message can be sent to a smartphone that is pre-linked to the air conditioner.
[0094] If no feedback is received from the user regarding the warning information, and the user's current body temperature is greater than the second body temperature threshold, a control message is sent to a pre-bound smart terminal, such as a mobile phone, so that the smart terminal can contact the hospital. The second body temperature threshold is greater than the first body temperature threshold.
[0095] In summary, the air conditioner control method provided in this embodiment, in Figure 1 Based on the illustrated embodiment, it can also make a preliminary judgment on whether there are potential health risks in the user's environment and whether the user is sick, making the functions more comprehensive and helping to further improve the user experience.
[0096] The air conditioner control device provided in the embodiments of the present invention will be described below. The air conditioner control device described below can be considered as the functional module architecture that needs to be set in the central equipment to implement the air conditioner control method provided in the embodiments of the present invention. The content described below can be referred to in conjunction with the above.
[0097] Optional, see Figure 3 , Figure 3 This is a structural block diagram of an air conditioning control device provided in an embodiment of the present invention. The air conditioning control device provided in this embodiment of the present invention includes:
[0098] The first acquisition unit 10 is used to acquire the user's facial image;
[0099] The determining unit 20 is used to determine a comfort evaluation score that represents the user's comfort level based on the facial image;
[0100] The adjustment unit 30 is used to adjust the actual operating parameters of the air conditioner according to the preset adjustment rules if the comfort evaluation score is not within the preset score range.
[0101] The control unit 40 is used to control the air conditioner to operate according to the actual operating parameters and return to the step of acquiring the user's facial image until the comfort evaluation score is within the preset score range.
[0102] Optionally, the adjustment unit 30 is used to adjust the actual operating parameters of the air conditioner according to a preset adjustment rule, including:
[0103] Obtain the preset comfort calculation formula;
[0104] The preset comfort calculation formula takes the air conditioner's operating parameters as input and the comfort evaluation score as output.
[0105] Adjust the operating parameters in the preset comfort calculation formula according to the preset adjustment rules to obtain the corresponding comfort evaluation score;
[0106] Operating parameters whose corresponding comfort evaluation scores fall within the preset score range will be used as the actual operating parameters of the air conditioner.
[0107] Optionally, preset comfort calculation formulas include:
[0108]
[0109] Where Q1 represents the temperature regulation coefficient, and t represents the temperature parameter of the air conditioner;
[0110] Q2 represents the humidity regulation coefficient, and f represents the humidity parameter of the air conditioner;
[0111] Q3 represents the wind speed adjustment coefficient, and v represents the air speed parameter of the air conditioner;
[0112] C1-C5 represent preset constants.
[0113] Optionally, the adjustment unit 30 is used to adjust the operating parameters in the preset comfort calculation formula according to preset adjustment rules, including:
[0114] Adjust the temperature, humidity, and wind speed parameters in the preset comfort calculation formula according to the preset parameter priority;
[0115] Among them, temperature parameter has a higher priority than humidity parameter, and humidity parameter has a higher priority than wind speed parameter.
[0116] Determining unit 20 is used to determine a comfort evaluation score representing user comfort based on the facial image, including:
[0117] The facial image is input into a pre-trained comfort recognition model to obtain a comfort evaluation score that represents the user's comfort level.
[0118] The comfort recognition model is based on neural network training.
[0119] Optional, see Figure 4 , Figure 4 This is a structural block diagram of another air conditioner control device provided in an embodiment of the present invention. Figure 3 Based on the illustrated embodiment, the apparatus provided in this embodiment further includes:
[0120] The second acquisition unit 50 is used to acquire air quality detection information and the user's current body temperature;
[0121] The first sending unit 60 is used to send a warning message reminding the user to seek medical attention if the air quality detection information indicates that there is a risk of illness in the user's environment and the user's current body temperature is greater than a first body temperature threshold.
[0122] Optional, see Figure 5 , Figure 5 This is a structural block diagram of another air conditioner control device provided in an embodiment of the present invention. Figure 4 Based on the illustrated embodiment, the apparatus provided in this embodiment further includes:
[0123] The second sending unit 70 is used to send a prompt message to the smart medicine box if the air quality detection information indicates that there is a risk of disease in the user's environment.
[0124] Optional, see Figure 6 , Figure 6 This is a structural block diagram of another air conditioner control device provided in an embodiment of the present invention. Figure 5 Based on the illustrated embodiment, the apparatus provided in this embodiment further includes:
[0125] The third sending unit 80 is used to send control information to the pre-bound smart terminal if no feedback information from the user is received regarding the warning information and the user's current body temperature is greater than the second body temperature threshold, so that the smart terminal can contact the hospital.
[0126] The second body temperature threshold is greater than the first body temperature threshold.
[0127] Optionally, embodiments of the present invention also provide an air conditioner, comprising: an indoor unit and an outdoor unit, wherein,
[0128] The indoor unit includes an indoor main unit, an image acquisition module, a human body temperature acquisition module, an air quality detection module, an environmental information acquisition module, a communication module, and a controller.
[0129] The indoor unit is connected to the outdoor unit;
[0130] The indoor unit, image acquisition module, human body temperature acquisition module, air quality detection module, environmental information acquisition module, and communication module are all connected to the controller.
[0131] The controller executes the air conditioner control method provided in any of the above embodiments.
[0132] The various embodiments in this specification are described in a progressive manner, with each embodiment focusing on its differences from other embodiments. Similar or identical parts between embodiments can be referred to interchangeably. For the apparatus disclosed in the embodiments, since they correspond to the methods disclosed in the embodiments, the description is relatively simple; relevant parts can be referred to the method section.
[0133] Those skilled in the art will further recognize that the units and algorithm steps of the various examples described in conjunction with the embodiments disclosed herein can be implemented in electronic hardware, computer software, or a combination of both. To clearly illustrate the interchangeability of hardware and software, the components and steps of the various examples have been generally described in terms of functionality in the foregoing description. Whether these functions are implemented in hardware or software depends on the specific application and design constraints of the technical solution. Those skilled in the art can use different methods to implement the described functions for each specific application, but such implementations should not be considered beyond the scope of this invention.
[0134] The steps of the methods or algorithms described in conjunction with the embodiments disclosed herein can be implemented directly by hardware, a software module executed by a processor, or a combination of both. The software module can be located in random access memory (RAM), main memory, read-only memory (ROM), electrically programmable ROM, electrically erasable programmable ROM, registers, hard disk, removable disk, CD-ROM, or any other form of storage medium known in the art.
[0135] The above description of the disclosed embodiments enables those skilled in the art to make or use the invention. Various modifications to these embodiments will be readily apparent to those skilled in the art, and the general principles defined herein may be implemented in other embodiments without departing from the core spirit or scope of the invention. Therefore, the invention is not to be limited to the embodiments shown herein, but is to be accorded the widest scope consistent with the principles and novel features disclosed herein.
Claims
1. An air conditioner control method characterized by comprising: include: Obtain the user's facial image; Based on the user's facial expressions in the facial images, a comfort evaluation score representing the user's comfort level is determined through a pre-trained comfort recognition model. The comfort recognition model is trained based on a neural network, and the training process includes: acquiring facial images of the experimenter under different operating parameters of the air conditioner; fitting a functional relationship between the air conditioner's operating parameters and the experimenter's actual feelings based on the air conditioner's operating parameters and the comfort evaluation score; determining the comfort evaluation score corresponding to each facial image based on the correspondence between the air conditioner's operating parameters and the facial images; and using the comfort evaluation score corresponding to each facial image as a label for training the neural network during the training process. If the comfort evaluation score is not within the preset score range, obtain the preset comfort calculation formula; The preset comfort calculation formula takes the air conditioner's operating parameters as input and the comfort evaluation score as output. The operating parameters are adjusted in the preset comfort calculation formula to filter out the operating parameters that make the calculated comfort evaluation score fall within the preset score range, and the filtered operating parameters are used as the actual operating parameters of the air conditioner. Control the air conditioner to operate according to the actual operating parameters, and return to the step of obtaining the user's facial image until the obtained comfort evaluation score is within the preset score range; Obtain air quality monitoring information and the user's current body temperature; When the air quality detection information indicates that there is a potential health risk in the user's environment, a prompt message is sent to the smart medicine box; when the user's current body temperature is higher than a first body temperature threshold, a warning message is sent to remind the user to seek medical attention. If no feedback is received from the user regarding the warning information, and the user's current body temperature is greater than the second body temperature threshold, control information is sent to the pre-bound smart terminal so that the smart terminal can contact the hospital, wherein the second body temperature threshold is greater than the first body temperature threshold.
2. The air conditioner control method according to claim 1, characterized by, The preset comfort calculation formula includes: Wherein, SSD represents the comfort rating score; Q1 represents the temperature regulation coefficient, and t represents the temperature parameter of the air conditioner; Q2 represents the humidity regulation coefficient, and f represents the humidity parameter of the air conditioner; Q3 represents the wind speed adjustment coefficient, and v represents the air speed parameter of the air conditioner; C1-C5 represent preset constants.
3. The air conditioner control method according to claim 2, wherein Adjust the temperature, humidity, and wind speed parameters in the preset comfort calculation formula according to the preset parameter priority; The temperature parameter has a higher priority than the humidity parameter, and the humidity parameter has a higher priority than the wind speed parameter.
4. An air conditioner control device characterized by comprising: include: The first acquisition unit is used to acquire the user's facial image; The determining unit is used to determine a comfort evaluation score representing the user's comfort level based on the user's facial expressions in the facial images, using a pre-trained comfort recognition model. The comfort recognition model is trained based on a neural network, and the training process includes: acquiring facial images of the experimenter under different operating parameters of the air conditioner; fitting a functional relationship between the air conditioner's operating parameters and the experimenter's actual feelings based on the air conditioner's operating parameters and the comfort evaluation score; determining the comfort evaluation score corresponding to each facial image based on the correspondence between the air conditioner's operating parameters and the facial images; and using the comfort evaluation score corresponding to each facial image as a label for training the neural network during the training process. An adjustment unit is used to obtain a preset comfort calculation formula if the comfort evaluation score is not within a preset score range; wherein the preset comfort calculation formula takes the operating parameters of the air conditioner as input and the comfort evaluation score as output; the operating parameters are adjusted in the preset comfort calculation formula to filter out the operating parameters that can make the calculated comfort evaluation score fall within the preset score range, and the filtered operating parameters are used as the actual operating parameters of the air conditioner; The control unit is used to control the air conditioner to operate according to the actual operating parameters and return to the step of obtaining the user's facial image until the comfort evaluation score is within the preset score range; The second acquisition unit is used to acquire air quality detection information and the user's current body temperature; The first sending unit is used to send a warning message reminding the user to seek medical attention if the air quality detection information indicates that there is a risk of illness in the user's environment and the user's current body temperature is greater than a first body temperature threshold. The second sending unit is used to send a prompt message to the smart medicine box if the air quality detection information indicates that there is a potential health risk in the user's environment. The third sending unit is used to send control information to a pre-bound smart terminal if no feedback information from the user is received regarding the warning information and the user's current body temperature is greater than the second body temperature threshold, so that the smart terminal can contact the hospital, wherein the second body temperature threshold is greater than the first body temperature threshold.
5. An air conditioner characterized by comprising: include: Indoor unit and outdoor unit, among which, The indoor unit includes an indoor main unit, an image acquisition module, a human body temperature acquisition module, an air quality detection module, an environmental information acquisition module, a communication module, and a controller. The indoor unit is connected to the outdoor unit; The indoor host, image acquisition module, human body temperature acquisition module, air quality detection module, environmental information acquisition module, and communication module are respectively connected to the controller; The controller performs the air conditioner control method according to any one of claims 1-3.
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