Adaptive control method and device for air conditioner

Abstract

The application discloses an adaptive control method and device of an air conditioner, and the method comprises the following steps: collecting target information of a current area, wherein the target information comprises user information of a target user in the current area and environment information of the current area; analyzing a current user demand of the target user according to the target information to obtain a user demand state corresponding to the target user; and determining a device control parameter matched with the target user according to the user demand state, wherein the device control parameter is used for controlling the air conditioner device in the current area to work. It can be seen that the application can determine the user demand state of the user by collecting the target information, and generate the device control parameter of the air conditioner device according to the user demand state, thereby improving the diversity and flexibility of the control mode of the air conditioner device, meeting the diversified demand of the user for the air conditioner service, improving the matching degree between the control parameter of the air conditioner device and the user demand, and thus improving the accuracy and reliability of the control of the air conditioner device.

Description

Technical Field

[0001] This invention relates to the field of smart home technology, and in particular to an adaptive control method and device for air conditioners. Background Technology

[0002] In real life, air conditioning equipment typically requires manual control via remote control, and users can only adjust preset settings such as temperature and mode. This results in a limited and inflexible control method, failing to meet diverse user needs and diminishing the user experience. Therefore, improving the diversity and flexibility of air conditioning control methods to satisfy users' varied demands for air conditioning services is crucial. Summary of the Invention

[0003] The technical problem to be solved by the present invention is to provide an adaptive control method and device for air conditioning, which can improve the diversity and flexibility of the control mode of air conditioning equipment, so as to meet the diverse needs of users for air conditioning services.

[0004] To address the aforementioned technical problems, the first aspect of this invention discloses an adaptive control method for an air conditioner, the method comprising:

[0005] Collect target information in the current area, including user information of target users in the current area and environmental information of the current area;

[0006] Based on the target information, analyze the current user needs of the target user to obtain the user need status corresponding to the target user;

[0007] Based on the user's demand status, determine the device control parameters that match the target user. These device control parameters are used to control the air conditioning equipment in the current area to operate.

[0008] As an optional implementation, in the first aspect of the present invention, determining the device control parameters matching the target user based on the user demand state includes:

[0009] Based on the user demand status, the priority of the target user's multiple functional requirements for the air conditioning equipment in the current area is determined. All the functional requirements include at least one of the following: air supply distance requirement, air conditioning noise requirement, and air conditioning energy requirement. The air conditioning energy requirement includes one of the following: cooling capacity requirement, heating capacity requirement, and comfort temperature requirement.

[0010] Based on the priority of each functional requirement and the user's requirement status, determine the device control parameters that match the target user.

[0011] As an optional implementation, in the first aspect of the present invention, determining the device control parameters matching the target user based on the priority of each functional requirement and the user requirement status includes:

[0012] From all the aforementioned functional requirements, determine at least one target functional requirement whose priority satisfies the first preset condition;

[0013] Based on the user demand status, determine the demand parameters corresponding to each of the target functional requirements;

[0014] Based on the requirement parameters corresponding to each of the target functional requirements and the calculation algorithm associated with each of the target functional requirements, the device control parameters matching the target user are calculated.

[0015] As an optional implementation, in the first aspect of the present invention, before determining the requirement parameters corresponding to each of the target functional requirements based on the user requirement state, the method further includes:

[0016] Based on the degree of correlation between each target functional requirement and the target information, the requirement type of the target functional requirement is determined;

[0017] And, determining the requirement parameters corresponding to each target functional requirement based on the user requirement status includes:

[0018] For each target functional requirement whose requirement type matches the preset type, the requirement parameters corresponding to the target functional requirement are determined based on the target information and the mapping relationship between the target functional requirement and the user requirement status.

[0019] For each target functional requirement whose requirement type does not match the preset type, the requirement parameters corresponding to the target functional requirement are determined according to the mapping relationship between the target functional requirement and the user requirement status.

[0020] As an optional implementation, in the first aspect of the present invention, for each target functional requirement whose requirement type matches a preset type, determining the requirement parameter corresponding to the target functional requirement based on the target information and the mapping relationship between the target functional requirement and the user requirement state includes:

[0021] Based on the target sub-information in the target information that matches the target functional requirement, determine the initial parameters corresponding to the target functional requirement;

[0022] Based on the mapping relationship between the target functional requirement and the user requirement state, determine whether the initial parameters meet the direct correspondence conditions of the user requirement state;

[0023] When the judgment result is yes, the initial parameter is determined as the requirement parameter corresponding to the target functional requirement;

[0024] When the judgment result is negative, the correction value corresponding to the initial parameter is determined according to the mapping relationship between the target functional requirement and the user requirement status, and the initial parameter is corrected based on the correction value to obtain the requirement parameter corresponding to the target functional requirement.

[0025] As an optional implementation, in the first aspect of the present invention, calculating the device control parameters matching the target user based on the requirement parameters corresponding to each target functional requirement and the calculation algorithm associated with each target functional requirement includes:

[0026] Based on the priority corresponding to each of the target functional requirements, a first set of functional requirements and a second set of functional requirements are determined from all the target functional requirements;

[0027] For each set of functional requirements, target control parameters are determined based on the set information corresponding to the set of functional requirements to satisfy each target functional requirement in the set of functional requirements. The set information corresponding to the set of functional requirements includes the requirement parameters corresponding to each target functional requirement in the set of functional requirements and the calculation algorithm associated with the target functional requirement. The set of functional requirements includes a first set of functional requirements or a second set of functional requirements. The target control parameters corresponding to the first set of functional requirements include one or more first control parameters. The set information corresponding to the second set of functional requirements also includes the requirement parameters corresponding to at least one target functional requirement in the first set of functional requirements and / or at least one first control parameter. The target control parameters corresponding to the second set of functional requirements include one or more second control parameters.

[0028] The first control parameter and the second control parameter are determined as the device control parameters that match the target user.

[0029] As an optional implementation, in the first aspect of the present invention, when the priority of the air supply distance requirement is higher than the priority of the air conditioning energy requirement, the first functional requirement set includes the air supply distance requirement, and the second functional requirement set includes the air conditioning energy requirement; when the priority of the air conditioning noise requirement is higher than the priority of the air conditioning energy requirement, the first functional requirement set includes the air conditioning noise requirement, and the second functional requirement set includes the air conditioning energy requirement.

[0030] As an optional implementation, in the first aspect of the present invention, when the first set of functional requirements includes the air supply distance requirement or the air conditioning noise requirement, and the second set of functional requirements includes the air conditioning energy requirement, all the first control parameters include the corresponding adaptive air volume parameters of the first set of functional requirements and the associated parameters of the adaptive air volume parameters, wherein the associated parameters of the adaptive air volume parameters include the air conditioning speed and the air outlet opening value.

[0031] And, for the second set of functional requirements, determining the target control parameters to satisfy each target functional requirement in the set of functional requirements based on the set information corresponding to the set of functional requirements includes:

[0032] Based on the adaptive air volume parameters and / or the associated parameters of the adaptive air volume parameters, the demand parameters corresponding to the air conditioning energy demand, and the first sub-algorithm of the calculation algorithm associated with the air conditioning energy demand, the target temperature difference that meets the functional requirements of the air conditioning energy demand is determined, and the target temperature difference is used to represent the temperature difference between the air outlet and the air inlet of the air conditioning equipment.

[0033] Based on the adaptive air volume parameters and / or the associated parameters of the adaptive air volume parameters, the target temperature difference, and the second sub-algorithm in the calculation algorithm associated with the air conditioning energy demand, the air conditioning operating frequency corresponding to the target temperature difference is determined as the second control parameter corresponding to the second functional requirement set.

[0034] The first sub-algorithm includes a calculation algorithm directly related to the air conditioning energy parameters, and the second sub-parameter includes a calculation algorithm directly related to the target temperature difference.

[0035] A second aspect of the present invention discloses an adaptive control device for an air conditioner, the device comprising:

[0036] The data acquisition module is used to acquire target information in the current area, including user information of target users in the current area and environmental information of the current area.

[0037] The analysis module is used to analyze the current user needs of the target user based on the target information, and obtain the user need status corresponding to the target user;

[0038] The determination module is used to determine the device control parameters matching the target user based on the user's demand status. The device control parameters are used to control the air conditioning equipment in the current area to operate.

[0039] As an optional implementation, in a second aspect of the present invention, the specific method by which the determining module determines the device control parameters matching the target user based on the user demand state includes:

[0040] Based on the user demand status, the priority of the target user's multiple functional requirements for the air conditioning equipment in the current area is determined. All the functional requirements include at least one of the following: air supply distance requirement, air conditioning noise requirement, and air conditioning energy requirement. The air conditioning energy requirement includes one of the following: cooling capacity requirement, heating capacity requirement, and comfort temperature requirement.

[0041] Based on the priority of each functional requirement and the user's requirement status, determine the device control parameters that match the target user.

[0042] As an optional implementation, in a second aspect of the present invention, the specific method by which the determining module determines the device control parameters matching the target user based on the priority corresponding to each functional requirement and the user requirement status includes:

[0043] From all the aforementioned functional requirements, determine at least one target functional requirement whose priority satisfies the first preset condition;

[0044] Based on the user demand status, determine the demand parameters corresponding to each of the target functional requirements;

[0045] Based on the requirement parameters corresponding to each of the target functional requirements and the calculation algorithm associated with each of the target functional requirements, the device control parameters matching the target user are calculated.

[0046] As an optional implementation, in a second aspect of the present invention, the determining module is further configured to determine the requirement type of the target functional requirement based on the degree of association between each target functional requirement and the target information before performing the determination of the requirement parameters corresponding to each target functional requirement according to the user requirement status;

[0047] Furthermore, the specific method by which the determining module determines the requirement parameters corresponding to each target functional requirement based on the user requirement status includes:

[0048] For each target functional requirement whose requirement type matches the preset type, the requirement parameters corresponding to the target functional requirement are determined based on the target information and the mapping relationship between the target functional requirement and the user requirement status.

[0049] For each target functional requirement whose requirement type does not match the preset type, the requirement parameters corresponding to the target functional requirement are determined according to the mapping relationship between the target functional requirement and the user requirement status.

[0050] As an optional implementation, in the second aspect of the present invention, for each target functional requirement whose requirement type matches a preset type, the determining module determines the requirement parameters corresponding to the target functional requirement based on the target information and the mapping relationship between the target functional requirement and the user requirement state in the following specific ways:

[0051] Based on the target sub-information in the target information that matches the target functional requirement, determine the initial parameters corresponding to the target functional requirement;

[0052] Based on the mapping relationship between the target functional requirement and the user requirement state, determine whether the initial parameters meet the direct correspondence conditions of the user requirement state;

[0053] When the judgment result is yes, the initial parameter is determined as the requirement parameter corresponding to the target functional requirement;

[0054] When the judgment result is negative, the correction value corresponding to the initial parameter is determined according to the mapping relationship between the target functional requirement and the user requirement status, and the initial parameter is corrected based on the correction value to obtain the requirement parameter corresponding to the target functional requirement.

[0055] As an optional implementation, in the second aspect of the present invention, the specific method by which the determining module calculates the device control parameters matching the target user based on the requirement parameters corresponding to each target functional requirement and the calculation algorithm associated with each target functional requirement includes:

[0056] Based on the priority corresponding to each of the target functional requirements, a first set of functional requirements and a second set of functional requirements are determined from all the target functional requirements;

[0057] For each set of functional requirements, target control parameters are determined based on the set information corresponding to the set of functional requirements to satisfy each target functional requirement in the set of functional requirements. The set information corresponding to the set of functional requirements includes the requirement parameters corresponding to each target functional requirement in the set of functional requirements and the calculation algorithm associated with the target functional requirement. The set of functional requirements includes a first set of functional requirements or a second set of functional requirements. The target control parameters corresponding to the first set of functional requirements include one or more first control parameters. The set information corresponding to the second set of functional requirements also includes the requirement parameters corresponding to at least one target functional requirement in the first set of functional requirements and / or at least one first control parameter. The target control parameters corresponding to the second set of functional requirements include one or more second control parameters.

[0058] The first control parameter and the second control parameter are determined as the device control parameters that match the target user.

[0059] As an optional implementation, in a second aspect of the present invention, when the priority of the air supply distance requirement is higher than the priority of the air conditioning energy requirement, the first functional requirement set includes the air supply distance requirement, and the second functional requirement set includes the air conditioning energy requirement; when the priority of the air conditioning noise requirement is higher than the priority of the air conditioning energy requirement, the first functional requirement set includes the air conditioning noise requirement, and the second functional requirement set includes the air conditioning energy requirement.

[0060] As an optional implementation, in a second aspect of the present invention, when the first set of functional requirements includes the air supply distance requirement or the air conditioning noise requirement, and the second set of functional requirements includes the air conditioning energy requirement, all the first control parameters include the corresponding adaptive air volume parameters of the first set of functional requirements and the associated parameters of the adaptive air volume parameters, wherein the associated parameters of the adaptive air volume parameters include the air conditioning speed and the air outlet opening value.

[0061] Furthermore, for the second set of functional requirements, the determining module determines, based on the set information corresponding to the set of functional requirements, the specific method for satisfying the target control parameters for each target functional requirement in the set of functional requirements includes:

[0062] Based on the adaptive air volume parameters and / or the associated parameters of the adaptive air volume parameters, the demand parameters corresponding to the air conditioning energy demand, and the first sub-algorithm of the calculation algorithm associated with the air conditioning energy demand, the target temperature difference that meets the functional requirements of the air conditioning energy demand is determined, and the target temperature difference is used to represent the temperature difference between the air outlet and the air inlet of the air conditioning equipment.

[0063] Based on the adaptive air volume parameters and / or the associated parameters of the adaptive air volume parameters, the target temperature difference, and the second sub-algorithm in the calculation algorithm associated with the air conditioning energy demand, the air conditioning operating frequency corresponding to the target temperature difference is determined as the second control parameter corresponding to the second functional requirement set.

[0064] The first sub-algorithm includes a calculation algorithm directly related to the air conditioning energy parameters, and the second sub-parameter includes a calculation algorithm directly related to the target temperature difference.

[0065] A third aspect of the present invention discloses another adaptive control device for an air conditioner, the device comprising:

[0066] Memory containing executable program code;

[0067] A processor coupled to the memory;

[0068] The processor calls the executable program code stored in the memory to execute the adaptive control method for air conditioning disclosed in the first aspect of the present invention.

[0069] The fourth aspect of the present invention discloses a computer storage medium storing computer instructions, which, when invoked, are used to execute the adaptive control method for air conditioning disclosed in the first aspect of the present invention.

[0070] Compared with the prior art, the embodiments of the present invention have the following beneficial effects:

[0071] In this embodiment of the invention, target information of the current area is collected, including user information of target users in the current area and environmental information of the current area. Based on the target information, the current user needs of the target users are analyzed to obtain the user demand status corresponding to the target users. Based on the user demand status, the equipment control parameters matching the target users are determined. The equipment control parameters are used to control the air conditioning equipment in the current area to operate. It is evident that implementing this invention can determine the user demand status by collecting user information and environmental information, and generate equipment control parameters for air conditioning equipment based on the user demand status. This improves the diversity and flexibility of air conditioning equipment control methods, meets the diverse needs of users for air conditioning services, and improves the matching degree between the control parameters of the air conditioning equipment and user needs, thereby improving the accuracy and reliability of air conditioning equipment control and enhancing the user experience. Attached Figure Description

[0072] To more clearly illustrate the technical solutions in the embodiments of the present invention, the accompanying drawings used in the description of the embodiments will be briefly introduced below. Obviously, the accompanying 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.

[0073] Figure 1 This is a flowchart illustrating an adaptive control method for an air conditioner disclosed in an embodiment of the present invention;

[0074] Figure 2 This is a flowchart illustrating another adaptive control method for air conditioning disclosed in an embodiment of the present invention;

[0075] Figure 3 This is a schematic diagram of a scenario for an adaptive control method for an air conditioner disclosed in an embodiment of the present invention;

[0076] Figure 4 This is a schematic diagram of the structure of an adaptive control device for an air conditioner disclosed in an embodiment of the present invention;

[0077] Figure 5 This is a schematic diagram of the structure of another adaptive control device for an air conditioner disclosed in an embodiment of the present invention;

[0078] Figure 6 This is a schematic diagram of the structure of another adaptive control device for air conditioning disclosed in an embodiment of the present invention. Detailed Implementation

[0079] To enable those skilled in the art to better understand the present invention, the technical solutions of the present invention will be clearly and completely described below with reference to the accompanying drawings of the embodiments of the present invention. Obviously, the described embodiments are only some embodiments of the present invention, and not all embodiments. Based on the embodiments of the present invention, all other embodiments obtained by those skilled in the art without creative effort are within the scope of protection of the present invention.

[0080] The terms "first," "second," etc., used in the specification, claims, and accompanying drawings of this invention are used to distinguish different objects, not to describe a specific order. Furthermore, the terms "comprising" and "having," and any variations thereof, are intended to cover non-exclusive inclusion. For example, a process, method, apparatus, product, or end that includes a series of steps or units is not limited to the listed steps or units, but may optionally include steps or units not listed, or may optionally include other steps or units inherent to these processes, methods, products, or ends.

[0081] In this document, the term "embodiment" means that a particular feature, structure, or characteristic described in connection with an embodiment may be included in at least one embodiment of the invention. The appearance of this phrase in various places throughout the specification does not necessarily refer to the same embodiment, nor is it a separate or alternative embodiment mutually exclusive with other embodiments. It will be explicitly and implicitly understood by those skilled in the art that the embodiments described herein can be combined with other embodiments.

[0082] This invention discloses an adaptive control method and apparatus for air conditioning. It can determine the user's demand status by collecting user and environmental information, and generate equipment control parameters for the air conditioning device based on the user's demand status. This improves the diversity and flexibility of the air conditioning device's control methods, meets the diverse needs of users for air conditioning services, and enhances the matching degree between the air conditioning device's control parameters and user needs. This, in turn, improves the accuracy and reliability of the air conditioning device's control, thereby enhancing the user experience. Detailed descriptions follow.

[0083] Example 1

[0084] Please see Figure 1 , Figure 1 This is a schematic flowchart of an adaptive control method for an air conditioner disclosed in an embodiment of the present invention. Wherein, Figure 1 The described adaptive control method for air conditioning can be applied to local control devices of air conditioning equipment in any scenario, such as bedrooms, living rooms, and offices, including control devices inside the air conditioning equipment and smart speakers associated with the air conditioning equipment. It can also be applied to the cloud control center corresponding to the air conditioning equipment; this embodiment of the invention does not limit the application. Figure 1 As shown, the adaptive control method of this air conditioner may include the following operations:

[0085] 101. Collect target information for the current area.

[0086] In this embodiment of the invention, the target information may include user information of the target user in the current area and environmental information of the current area. Optionally, the user information may include one or more of the target user's location information, physiological state information, lifestyle information, and identity information. Further optionally, the location information may include the target user's location in the current area and / or the distance between the target user and the air conditioning equipment in the current area; the physiological state information may include one or more of the following: sweating status, heart rate status, body surface temperature, and health status; the lifestyle information may include the target user's activity level (e.g., moving, slow movement, still, very still, etc.) and / or the target user's ongoing action (e.g., exercising, walking, eating, reading, sleeping, etc.); and the identity information may include one or more of the target user's gender, age, preferences, and habits. The environmental information may include ambient temperature, ambient humidity, and ambient noise. Ambient temperature may include the indoor temperature of the current area, and may also include the corresponding outdoor temperature and / or the temperature difference between the indoor and outdoor areas. This improves the diversity of target information, thereby enhancing the accuracy of determining the user's desired state.

[0087] In this embodiment of the invention, optionally, collecting target information in the current area may include: collecting each type of sub-information in the information to be collected in the current area according to its corresponding information type, thereby obtaining the target information of the current area. Specifically, environmental information can be collected based on environmental sensors (such as temperature sensors, humidity sensors, etc.); physiological state information (such as sweating state) and / or living state information of the target user can be collected based on wearable smart terminals with information collectors, such as smart bracelets, smart ankle bracelets, and smart slippers worn by the target user; physiological state information and / or living state information of the target user can also be collected based on non-wearable devices with information collectors in the current area, for example, using an infrared temperature sensor to collect the target user's body surface temperature and determine the user's living state information, or using motion capture devices (such as camera devices) to collect the target user's living state information; physiological state information (such as health status), identity information, etc. of the target user can also be obtained from a pre-stored database, and this embodiment of the invention does not limit this. This can improve the accuracy and convenience of target information collection.

[0088] 102. Based on the target information, analyze the current user needs of the target user to obtain the corresponding user need status.

[0089] In this embodiment of the invention, optionally, the user demand status is used to represent the degree of demand of the target user for one or more environmental parameters, which may include one or more of temperature, humidity, etc.

[0090] For example, user demand states can include very hot, moderately hot, low hot, slightly hot, and not hot, corresponding to different levels of temperature (or air conditioning cooling capacity) demand from the target user. When the target user is sweating, has just returned from outdoors, the indoor temperature is 30°C, is engaging in vigorous exercise, or the indoor-outdoor temperature difference is 5°C, the target user's demand state can be determined as very hot. When the indoor temperature drops to 26°C, the target user is still slightly sweating or engaging in vigorous exercise, the target user's demand state can be determined as low hot. When the indoor temperature is 26°C, the target user is not sweating, and is in a slow-moving state (reading), the target user's demand state can be determined as not hot.

[0091] As an optional implementation, analyzing the target user's current user needs based on the target information to obtain the corresponding user need status may include:

[0092] The target information is input into a pre-defined user needs analysis model, so that the user needs analysis model can analyze the current user needs of the target user based on the target information and obtain the corresponding user needs status of the target user.

[0093] This demonstrates that it can improve the accuracy and efficiency of determining the state of user needs.

[0094] As another optional implementation, analyzing the target user's current user needs based on user information to obtain the target user's corresponding user need status may include:

[0095] Based on environmental information, analyze the target user's current basic user needs, which include the target user's level of need regarding one or more environmental parameters;

[0096] Based on user information, analyze the current personalized user needs of the target users. The personalized user needs include the degree of influence of the target users' needs regarding one or more environmental parameters. Each degree of influence includes either a positive or negative influence.

[0097] Based on basic user needs and personalized user needs, determine the user need status corresponding to the target user.

[0098] It is evident that implementing this optional implementation method can combine the basic user needs determined based on environmental information and the personalized user needs determined based on user information to determine the user demand status, thereby improving the accuracy and reliability of determining the user demand status and helping to meet the diverse personalized needs of users.

[0099] 103. Based on the user's needs, determine the equipment control parameters that match the target user. These equipment control parameters are used to control the air conditioning equipment in the current area.

[0100] In this embodiment of the invention, optionally, the device control parameters may include perceptible parameters or underlying control parameters; further optionally, perceptible parameters are used to represent parameters about the air conditioning device that can be perceived by the user, and perceptible parameters may include one or more of temperature parameters, wind force parameters, wind direction parameters, etc.; underlying control parameters are used to represent the actual operating parameters of the internal hardware structure of the air conditioning device, and underlying control parameters may include one or more of rotational speed, air outlet opening value, air conditioning operating frequency, etc., wherein rotational speed may include fan speed, and air conditioning operating frequency may include air conditioning compressor frequency. This increases the diversity of device control parameters, thereby improving the accuracy of air conditioning device control.

[0101] It is evident that implementing this invention can determine the user's demand status by collecting user information and environmental information, and generate equipment control parameters for the air conditioning equipment based on the user's demand status. This improves the diversity and flexibility of the air conditioning equipment's control methods, meets the diverse needs of users for air conditioning services, and enhances the matching degree between the air conditioning equipment's control parameters and user needs. Consequently, it improves the accuracy and reliability of the air conditioning equipment's control, thereby enhancing the user experience.

[0102] Example 2

[0103] Please see Figure 2 , Figure 2 This is a flowchart illustrating another adaptive control method for air conditioning disclosed in an embodiment of the present invention. Figure 2 The described adaptive control method for air conditioning can be applied to local control devices of air conditioning equipment in any scenario, such as bedrooms, living rooms, and offices, including control devices inside the air conditioning equipment and smart speakers associated with the air conditioning equipment. It can also be applied to the cloud control center corresponding to the air conditioning equipment; this embodiment of the invention does not limit the application. Figure 2 As shown, the adaptive control method of this air conditioner may include the following operations:

[0104] 201. Collect target information for the current area. Target information includes user information of target users in the current area and environmental information of the current area.

[0105] 202. Based on the target information, analyze the current user needs of the target user to obtain the corresponding user need status.

[0106] 203. Based on the user's needs, determine the priority of the target user's multiple functional requirements for the air conditioning equipment in the current area.

[0107] In this embodiment of the invention, optionally, all functional requirements include at least one of air supply distance requirements, air conditioning noise requirements, and air conditioning energy requirements, wherein the air conditioning energy requirements include one of cooling capacity requirements, heating capacity requirements, and comfort temperature requirements.

[0108] As an optional implementation, prioritizing the target user's multiple functional requirements for air conditioning equipment in the current area based on the user's demand status may include:

[0109] Based on the mapping relationship between each functional requirement of the air conditioning equipment in the current area and the user's demand status, determine the priority of the target user for that functional requirement; or...

[0110] Based on the user's needs, determine the corresponding operating stage for the air conditioning equipment in the current area. Based on the mapping relationship between each functional requirement of the air conditioning equipment and the operating stage, determine the priority of the target user's multiple functional requirements for the air conditioning equipment.

[0111] It is evident that implementing this alternative implementation method can improve the accuracy and diversity of prioritizing functional requirements.

[0112] Specifically, when the target user's desired state is "very hot," the air conditioning unit should operate in a rapid cooling phase, prioritizing airflow distance over energy consumption, and energy consumption over noise level. When the user's desired state is "slightly hot," the air conditioning unit should operate in a small cooling phase, again prioritizing airflow distance over energy consumption, and energy consumption over noise level. When the user's desired state is "not hot," the air conditioning unit should operate in a temperature maintenance phase, again prioritizing airflow distance over noise consumption, and noise level over energy consumption. This improves the matching degree between the priorities of different functional requirements and the user's desired state.

[0113] like Figure 3 In the scenario shown, the user is lying in bed sleeping, and it can be determined that the user's demand state is not hot. At this time, the priority of the air supply distance demand can be higher than the priority of the air conditioner noise demand, and the priority of the air conditioner noise demand can be higher than the priority of the air conditioner energy demand.

[0114] Further optionally, the mapping relationship between each functional requirement and the user's requirement status, or the mapping relationship between each functional requirement and the work stage, can be set by the user, can be set by default, or can be determined based on user habits or preferences in the target information, such as... Figure 3In the scenario shown, although the user is lying in bed sleeping and the user's demand is for a cool environment, based on user habits or preferences, the priority of the air conditioner's energy demand can be higher than the priority of the air supply distance, and the priority of the air supply distance can be higher than the demand for air conditioner noise.

[0115] 204. Based on the priority of each functional requirement and the user's demand status, determine the equipment control parameters that match the target user. The equipment control parameters are used to control the air conditioning equipment in the current area to work.

[0116] As an optional implementation, determining the device control parameters matching the target user based on the priority of each functional requirement and the user's requirement status may include:

[0117] From all functional requirements, determine at least one target functional requirement whose priority satisfies the first preset condition;

[0118] Based on the user's needs status, determine the requirement parameters corresponding to each target function requirement;

[0119] Based on the requirement parameters corresponding to each target functional requirement and the calculation algorithm associated with each target functional requirement, calculate the device control parameters that match the target user.

[0120] For example, when the priority of air supply distance requirement is higher than the priority of air conditioning energy requirement, and the priority of air conditioning energy requirement is higher than the priority of air conditioning noise requirement, the target functional requirements may include air supply distance requirement and air conditioning energy requirement.

[0121] It is evident that implementing this optional implementation method can remove target functional requirements that do not meet the preset conditions in terms of priority from all functional requirements, reducing the computational workload of calculating device control parameters. This helps to reduce the complexity and difficulty of determining device control parameters, improve the efficiency of determining device control parameters, and improve the accuracy and reliability of calculating device control parameters by calculating the requirement parameters corresponding to each functional requirement and the associated calculation algorithm.

[0122] In this optional implementation, the method may further include, before determining the requirement parameters corresponding to each target functional requirement based on the user requirement status:

[0123] Based on the degree of correlation between each target functional requirement and the target information, the requirement type of that target functional requirement is determined;

[0124] Furthermore, based on the user's demand status, determine the requirement parameters corresponding to each target functional requirement, which may include:

[0125] For each target functional requirement that matches the preset type, the requirement parameters corresponding to the target functional requirement are determined based on the target information and the mapping relationship between the target functional requirement and the user's requirement status.

[0126] For each target functional requirement whose requirement type does not match the preset type, the requirement parameters corresponding to the target functional requirement are determined based on the mapping relationship between the target functional requirement and the user requirement status.

[0127] It is evident that implementing this optional implementation method can also determine the corresponding requirement parameters in different ways for different types of target functional requirements, thereby improving the diversity and flexibility of determining requirement parameters. Furthermore, determining requirement parameters based on the mapping relationship between target functional requirements and user requirement status improves the accuracy and reliability of determining requirement parameters and helps to improve the matching degree between requirement parameters and user requirements and user status.

[0128] For example, if the air supply distance requirement is associated with the location information of the target user in the target information and the degree of association is high, then the requirement type of the air supply distance requirement matches the preset type. However, the air conditioning energy requirement and air conditioning noise requirement have a low degree of association with the target information, so the requirement types of the air conditioning energy requirement and air conditioning noise requirement do not match the preset type.

[0129] For example, when the air conditioner's energy demand is for cooling capacity, based on the mapping relationship between the air conditioner's energy demand and the user's demand state, the demand parameters corresponding to very hot, medium hot, low hot, slightly hot, and no hot states can be respectively 100-90%, 90-70%, 70-40%, 40-10%, and 10-0% of the air conditioner's maximum cooling capacity. When the air conditioner's energy demand is for comfort temperature, based on the mapping relationship between comfort temperature demand and the user's demand state, the demand parameters corresponding to very hot, medium hot, low hot, slightly hot, and no hot states can be respectively 22-23℃, 23-24℃, 24-25℃, 25-25.5℃, and 25.5-26℃.

[0130] In this optional implementation, further optionally, for each target functional requirement whose requirement type matches a preset type, the requirement parameters corresponding to the target functional requirement are determined based on the target information and the mapping relationship between the target functional requirement and the user requirement status. This may include:

[0131] Based on the target sub-information in the target information that matches the target functional requirement, determine the initial parameters corresponding to the target functional requirement;

[0132] Based on the mapping relationship between the target functional requirements and the user's requirement status, determine whether the initial parameters meet the direct correspondence conditions of the user's requirement status.

[0133] When the judgment result is yes, the initial parameters are determined as the requirement parameters corresponding to the target function requirement;

[0134] When the judgment result is negative, the correction value corresponding to the initial parameter is determined according to the mapping relationship between the target functional requirement and the user requirement status. Based on the correction value, the initial parameter is corrected to obtain the requirement parameter corresponding to the target functional requirement.

[0135] Optionally, when the user's demand status is "very hot", the demand parameter corresponding to the air supply distance demand is greater than the actual distance between the target user and the air conditioning equipment in the collected target information; when the user's demand status is "low hot", the demand parameter corresponding to the air supply distance demand is equal to the actual distance between the target user and the air conditioning equipment; and when the user's demand status is "not hot", the demand parameter corresponding to the air supply distance demand is less than the actual distance between the target user and the air conditioning equipment.

[0136] It is evident that implementing this optional implementation method can also correct the initial parameters determined based on the target information according to the mapping relationship between the target functional requirements and the user's demand status, thereby obtaining the demand parameters, improving the matching degree between the demand parameters and the user's actual needs, and thus helping to improve the user's comfort level.

[0137] In this optional implementation, optionally, calculating the device control parameters matching the target user based on the requirement parameters corresponding to each target functional requirement and the calculation algorithm associated with each target functional requirement may include:

[0138] Based on the priority of each target functional requirement, determine the first set of functional requirements and the second set of functional requirements from all target functional requirements.

[0139] For each set of functional requirements, based on the set information corresponding to the set of functional requirements, target control parameters are determined to satisfy each target functional requirement in the set of functional requirements. The set information corresponding to the set of functional requirements includes the requirement parameters corresponding to each target functional requirement in the set of functional requirements and the calculation algorithm associated with that target functional requirement. The set of functional requirements includes a first set of functional requirements or a second set of functional requirements. The target control parameters corresponding to the first set of functional requirements include one or more first control parameters. The set information corresponding to the second set of functional requirements also includes the requirement parameters and / or at least one first control parameter corresponding to at least one target functional requirement in the first set of functional requirements. The target control parameters corresponding to the second set of functional requirements include one or more second control parameters.

[0140] The first control parameter and the second control parameter are determined to be the device control parameters that match the target user.

[0141] It is evident that implementing this optional implementation method can also divide the target functional requirements according to the priority corresponding to the target functional requirements, and calculate the equipment control parameters corresponding to the first set of functional requirements and the second set of functional requirements in sequence, which improves the accuracy, reliability and systematicness of calculating the equipment control parameters, and helps to improve the matching degree between the equipment control parameters and user requirements.

[0142] In this optional implementation, further optionally, when the priority of air supply distance requirement is higher than the priority of air conditioning energy requirement, the first functional requirement set includes the air supply distance requirement, and the second functional requirement set includes the air conditioning energy requirement; when the priority of air conditioning noise requirement is higher than the priority of air conditioning energy requirement, the first functional requirement set includes the air conditioning noise requirement, and the second functional requirement set includes the air conditioning energy requirement. It is evident that this allows for the division of the first and second functional requirement sets based on the comparison of the priorities of air supply distance requirement and air conditioning energy requirement, and the comparison of the priorities of air conditioning noise requirement and air conditioning energy requirement, thereby improving the accuracy and reliability of the functional requirement set division.

[0143] In this optional implementation, it is further optional that when the first set of functional requirements includes air supply distance requirements or air conditioning noise requirements, and the second set of functional requirements includes air conditioning energy requirements, all first control parameters include the corresponding adaptive air volume parameters of the first set of functional requirements and the associated parameters of the adaptive air volume parameters. The associated parameters of the adaptive air volume parameters include air conditioning speed and air outlet opening value.

[0144] Furthermore, for the second set of functional requirements, based on the set information corresponding to the functional requirement set, the target control parameters for satisfying each target functional requirement in the functional requirement set are determined, which may include:

[0145] Based on the adaptive air volume parameters and / or the associated parameters of the adaptive air volume parameters, the demand parameters corresponding to the air conditioning energy demand, and the first sub-algorithm of the calculation algorithm associated with the air conditioning energy demand, the target temperature difference that meets the functional requirements of the air conditioning energy demand is determined. The target temperature difference is used to represent the temperature difference between the air outlet and the air inlet of the air conditioning equipment.

[0146] Based on the second sub-algorithm in the calculation algorithm related to the adaptive air volume parameters and / or the associated parameters of the adaptive air volume parameters, the target temperature difference, and the air conditioning energy demand, the air conditioning operating frequency corresponding to the target temperature difference is determined as the second control parameter corresponding to the second functional requirement set.

[0147] The first sub-algorithm includes a calculation algorithm directly related to air conditioning energy parameters, and the second sub-parameter includes a calculation algorithm directly related to the target temperature difference.

[0148] As can be seen, implementing this optional implementation method can first calculate the appropriate air volume parameters and their related parameters based on the air supply distance requirements or noise requirements, then calculate the temperature difference between the air outlet and the air inlet based on the appropriate air volume parameters and their related parameters and the air conditioning energy requirements, and finally calculate the air conditioning operating frequency based on the temperature difference between the air outlet and the air inlet, thereby determining multiple equipment control parameters in sequence, which improves the accuracy and systematicness of determining equipment control parameters.

[0149] In this optional implementation, the calculation algorithm associated with the air supply distance requirement may optionally include:

[0150] Q=f1(Z,G), D=f2(Q,S)=f3(f1(Z,G),f1(Z,G) / G)=f4(Z,G),

[0151] Where Q represents the adaptive airflow parameter, Z represents the air conditioner speed, G represents the air outlet opening value, D represents the required parameter corresponding to the air delivery distance, and S represents the air outlet velocity.

[0152] The calculation algorithms associated with air conditioning noise requirements may include:

[0153] N=f5(Q,Z,S,D)=f6(f1(Z,G),Z,f1(Z,G) / G,D)=f7(Z,G,D),

[0154] Wherein, N represents the demand parameter corresponding to the air conditioning noise requirement;

[0155] When the air conditioner's energy demand is either cooling or heating demand, the first sub-algorithm may include:

[0156] F = C * ρ * Q * ΔT

[0157] Where F represents the demand parameter corresponding to the energy demand of air conditioning, i.e., cooling capacity or heating capacity, C represents the specific heat capacity of air, ρ represents the air density, and ΔT represents the target temperature difference.

[0158] When the air conditioning energy demand is the comfort temperature demand, the first sub-algorithm may include:

[0159] T1=f8(Q,D,ΔT1), ΔT1=T2-T, ΔT=T1-T2,

[0160] Where T represents the required parameters corresponding to the comfort temperature requirement, T1 represents the air outlet temperature, and T2 represents the ambient temperature.

[0161] The second sub-algorithm may include:

[0162] ΔT=f9(Q,f)=f9(f1(Z,G),f)=f10(Z,G,f),

[0163] Where f represents the operating frequency of the air conditioner.

[0164] As can be seen, implementing this optional implementation method can also calculate the appropriate air volume parameters, air conditioner speed, air outlet opening value, and air conditioner operating frequency sequentially based on multiple calculation formulas, thereby improving the accuracy and efficiency of determining equipment control parameters. Furthermore, by directly calculating the aforementioned underlying control parameters of the air conditioning equipment, the control efficiency of the air conditioning equipment can be improved.

[0165] In this embodiment of the invention, for other descriptions of steps 201-202, please refer to the detailed description of steps 101-102 in Embodiment 1. These descriptions will not be repeated in this embodiment of the invention.

[0166] In an optional embodiment, after controlling the air conditioning equipment in the current area to operate according to the device control parameters, the method may further include:

[0167] Collect real-time environmental information for the current area;

[0168] Based on real-time environmental information, determine whether the air conditioning equipment has completed its work related to the current user demand status.

[0169] If the judgment result is yes, repeat steps 201, 202, 203, and 204.

[0170] As can be seen, implementing this optional embodiment can regulate the operating phase of the air conditioning equipment according to the real-time ambient temperature, thereby improving the intelligence of the air conditioning equipment control and thus enhancing the user experience.

[0171] As can be seen, implementing this invention can determine the user's demand status by collecting user and environmental information, and generate equipment control parameters for the air conditioning equipment based on the user's demand status. This improves the diversity and flexibility of the air conditioning equipment's control methods, meets the diverse needs of users for air conditioning services, and enhances the matching degree between the air conditioning equipment's control parameters and user needs. This, in turn, improves the accuracy and reliability of the air conditioning equipment's control, thereby enhancing the user experience. Furthermore, determining the user's priority for different functional needs based on the user's demand status, and generating equipment control parameters according to the priority of different functional needs, improves the accuracy of determining equipment control parameters. This further enhances the diversity, accuracy, and flexibility of the air conditioning equipment's control methods, meeting the diverse needs of users for air conditioning equipment.

[0172] Example 3

[0173] Please see Figure 4 , Figure 4This is a schematic diagram of the structure of an adaptive control device for an air conditioner disclosed in an embodiment of the present invention. Figure 4 The described adaptive control device for air conditioning can be applied to local control devices of air conditioning equipment in any scenario, such as bedrooms, living rooms, and offices. Examples include control devices inside the air conditioning unit, smart speakers associated with the air conditioning unit, etc. It can also be applied to the cloud control center corresponding to the air conditioning unit. This invention does not limit the application to these applications. Figure 4 As shown, the adaptive control device of the air conditioner may include:

[0174] The acquisition module 301 is used to acquire target information in the current area. The target information includes user information of target users in the current area and environmental information of the current area.

[0175] Analysis module 302 is used to analyze the current user needs of the target user based on the target information and obtain the user need status corresponding to the target user.

[0176] The determination module 303 is used to determine the equipment control parameters that match the target user based on the user's needs. The equipment control parameters are used to control the air conditioning equipment in the current area to operate.

[0177] It is evident that implementation Figure 4 The described device can determine the user's demand status by collecting user information and environmental information, and generate equipment control parameters for the air conditioning equipment based on the user demand status. This improves the diversity and flexibility of the air conditioning equipment's control methods, meets the diverse needs of users for air conditioning services, and improves the matching degree between the air conditioning equipment's control parameters and user needs. This enhances the accuracy and reliability of the air conditioning equipment's control, thereby improving the user experience.

[0178] In an optional embodiment, such as Figure 4 As shown, the specific method by which the determining module 303 determines the device control parameters matching the target user based on the user's demand status may include:

[0179] Based on the user's needs, determine the priority of the target user's multiple functional requirements for the air conditioning equipment in the current area. All functional requirements include at least one of the following: air delivery distance requirement, air conditioning noise requirement, and air conditioning energy requirement. Among them, the air conditioning energy requirement includes one of the following: cooling capacity requirement, heating capacity requirement, and comfort temperature requirement.

[0180] Based on the priority of each functional requirement and the user's demand status, determine the device control parameters that match the target user.

[0181] It is evident that implementation Figure 4The described device can also determine the priority of different functional requirements of the user based on the user's demand status, and generate equipment control parameters according to the priority of different functional requirements. This improves the accuracy of determining equipment control parameters and further enhances the diversity, accuracy and flexibility of air conditioning equipment control methods, thus meeting the diverse needs of users for air conditioning equipment.

[0182] In another alternative embodiment, such as Figure 4 As shown, the specific method by which module 303 determines the device control parameters matching the target user based on the priority of each functional requirement and the user's requirement status may include:

[0183] From all functional requirements, determine at least one target functional requirement whose priority satisfies the first preset condition;

[0184] Based on the user's needs status, determine the requirement parameters corresponding to each target function requirement;

[0185] Based on the requirement parameters corresponding to each target functional requirement and the calculation algorithm associated with each target functional requirement, calculate the device control parameters that match the target user.

[0186] It is evident that implementation Figure 4 The described device can also remove target functional requirements that do not meet the priority conditions from all functional requirements, reducing the computational workload of calculating device control parameters. This helps to reduce the complexity and difficulty of determining device control parameters and improve the efficiency of determining device control parameters. Furthermore, calculating device control parameters based on the requirement parameters corresponding to each functional requirement and the associated calculation algorithm can improve the accuracy and reliability of calculating device control parameters.

[0187] In yet another alternative embodiment, such as Figure 5 As shown, the determining module 303 is also used to determine the requirement type of each target functional requirement based on the degree of correlation between each target functional requirement and the target information before performing the above-mentioned determination of the requirement parameters corresponding to each target functional requirement according to the user requirement status.

[0188] Furthermore, the specific method by which module 303 determines the requirement parameters corresponding to each target functional requirement based on the user requirement status may include:

[0189] For each target functional requirement that matches the preset type, the requirement parameters corresponding to the target functional requirement are determined based on the target information and the mapping relationship between the target functional requirement and the user's requirement status.

[0190] For each target functional requirement whose requirement type does not match the preset type, the requirement parameters corresponding to the target functional requirement are determined based on the mapping relationship between the target functional requirement and the user requirement status.

[0191] It is evident that implementation Figure 3 The described device can determine the corresponding requirement parameters in different ways for different types of target functional requirements, which improves the diversity and flexibility of determining requirement parameters. Furthermore, it determines the requirement parameters based on the mapping relationship between target functional requirements and user requirement status, which improves the accuracy and reliability of determining requirement parameters and helps to improve the matching degree between requirement parameters and user requirements and user status.

[0192] In yet another alternative embodiment, such as Figure 5 As shown, for each target functional requirement whose requirement type matches the preset type, the specific method by which the determining module 303 determines the requirement parameters corresponding to the target functional requirement based on the target information and the mapping relationship between the target functional requirement and the user requirement status may include:

[0193] Based on the target sub-information in the target information that matches the target functional requirement, determine the initial parameters corresponding to the target functional requirement;

[0194] Based on the mapping relationship between the target functional requirements and the user's requirement status, determine whether the initial parameters meet the direct correspondence conditions of the user's requirement status.

[0195] When the judgment result is yes, the initial parameters are determined as the requirement parameters corresponding to the target function requirement;

[0196] When the judgment result is negative, the correction value corresponding to the initial parameter is determined according to the mapping relationship between the target functional requirement and the user requirement status. Based on the correction value, the initial parameter is corrected to obtain the requirement parameter corresponding to the target functional requirement.

[0197] It is evident that implementation Figure 5 The described device can also correct the initial parameters determined based on the target information according to the mapping relationship between the target functional requirements and the user's demand state, thereby obtaining the demand parameters, improving the matching degree between the demand parameters and the user's actual needs, and thus helping to improve the user's comfort.

[0198] In yet another alternative embodiment, such as Figure 5 As shown, the specific method by which the determining module 303 calculates the device control parameters matching the target user based on the requirement parameters corresponding to each target functional requirement and the calculation algorithm associated with each target functional requirement may include:

[0199] Based on the priority of each target functional requirement, determine the first set of functional requirements and the second set of functional requirements from all target functional requirements.

[0200] For each set of functional requirements, based on the set information corresponding to the set of functional requirements, target control parameters are determined to satisfy each target functional requirement in the set of functional requirements. The set information corresponding to the set of functional requirements includes the requirement parameters corresponding to each target functional requirement in the set of functional requirements and the calculation algorithm associated with that target functional requirement. The set of functional requirements includes a first set of functional requirements or a second set of functional requirements. The target control parameters corresponding to the first set of functional requirements include one or more first control parameters. The set information corresponding to the second set of functional requirements also includes the requirement parameters and / or at least one first control parameter corresponding to at least one target functional requirement in the first set of functional requirements. The target control parameters corresponding to the second set of functional requirements include one or more second control parameters.

[0201] The first control parameter and the second control parameter are determined to be the device control parameters that match the target user.

[0202] It is evident that implementation Figure 5 The described device can also divide the target functional requirements according to the priority of the target functional requirements, and calculate the equipment control parameters corresponding to the first set of functional requirements and the second set of functional requirements in sequence. This improves the accuracy, reliability and orderliness of the calculation of equipment control parameters, and helps to improve the matching degree between equipment control parameters and user requirements.

[0203] In yet another alternative embodiment, such as Figure 5 As shown, when the priority of air supply distance requirement is higher than the priority of air conditioning energy requirement, the first functional requirement set includes air supply distance requirement, and the second functional requirement set includes air conditioning energy requirement. When the priority of air conditioning noise requirement is higher than the priority of air conditioning energy requirement, the first functional requirement set includes air conditioning noise requirement, and the second functional requirement set includes air conditioning energy requirement.

[0204] It is evident that implementation Figure 5 The described device can divide the first functional requirement set and the second functional requirement set according to the comparison results of the priority of air supply distance requirement and air conditioning energy requirement, and the comparison results of the priority of air conditioning noise requirement and air conditioning energy requirement, thereby improving the accuracy and reliability of functional requirement set division.

[0205] In yet another alternative embodiment, such as Figure 5As shown, when the first set of functional requirements includes air supply distance requirements or air conditioning noise requirements, and the second set of functional requirements includes air conditioning energy requirements, all first control parameters include the corresponding adaptive air volume parameters of the first set of functional requirements and the associated parameters of the adaptive air volume parameters. The associated parameters of the adaptive air volume parameters include air conditioning speed and air outlet opening value.

[0206] Furthermore, for the second set of functional requirements, the determining module 303 may determine, based on the set information corresponding to the functional requirement set, the specific method for determining the target control parameters that satisfy each target functional requirement in the functional requirement set may include:

[0207] Based on the adaptive air volume parameters and / or the associated parameters of the adaptive air volume parameters, the demand parameters corresponding to the air conditioning energy demand, and the first sub-algorithm of the calculation algorithm associated with the air conditioning energy demand, the target temperature difference that meets the functional requirements of the air conditioning energy demand is determined. The target temperature difference is used to represent the temperature difference between the air outlet and the air inlet of the air conditioning equipment.

[0208] Based on the second sub-algorithm in the calculation algorithm related to the adaptive air volume parameters and / or the associated parameters of the adaptive air volume parameters, the target temperature difference, and the air conditioning energy demand, the air conditioning operating frequency corresponding to the target temperature difference is determined as the second control parameter corresponding to the second functional requirement set.

[0209] The first sub-algorithm includes a calculation algorithm directly related to air conditioning energy parameters, and the second sub-parameter includes a calculation algorithm directly related to the target temperature difference.

[0210] It is evident that implementation Figure 5 The described device can first calculate the appropriate air volume parameters and their related parameters based on the air supply distance requirement or noise requirement, then calculate the temperature difference between the air outlet and the air inlet based on the appropriate air volume parameters and their related parameters and the air conditioning energy requirement, and finally calculate the air conditioning operating frequency based on the temperature difference between the air outlet and the air inlet, thereby determining multiple equipment control parameters in sequence, which improves the accuracy and systematicness of determining equipment control parameters.

[0211] Example 4

[0212] Please see Figure 6 , Figure 6 This is a schematic diagram of the structure of another adaptive control device for air conditioning disclosed in an embodiment of the present invention. Figure 6 As shown, the adaptive control device of the air conditioner may include:

[0213] Memory 401 storing executable program code;

[0214] Processor 402 coupled to memory 401;

[0215] The processor 402 calls the executable program code stored in the memory 401 to execute the steps in the adaptive control method of the air conditioner described in Embodiment 1 or Embodiment 2 of the present invention.

[0216] Example 5

[0217] This invention discloses a computer storage medium storing computer instructions. When these computer instructions are invoked, they are used to execute the steps in the adaptive control method for an air conditioner described in Embodiment 1 or Embodiment 2 of this invention.

[0218] Example 6

[0219] This invention discloses a computer program product, which includes a non-transitory computer-readable storage medium storing a computer program, and the computer program is operable to cause a computer to perform the steps in the adaptive control method for air conditioning described in Embodiment 1 or Embodiment 2.

[0220] The device embodiments described above are merely illustrative. The modules described as separate components may or may not be physically separate. The components shown as modules may or may not be physical modules; that is, they may be located in one place or distributed across multiple network modules. Some or all of the modules can be selected to achieve the purpose of this embodiment according to actual needs. Those skilled in the art can understand and implement this without any creative effort.

[0221] Through the detailed description of the above embodiments, those skilled in the art can clearly understand that each implementation method can be implemented by means of software plus necessary general-purpose hardware platforms, and of course, it can also be implemented by hardware. Based on this understanding, the above technical solutions, in essence or the part that contributes to the prior art, can be embodied in the form of a software product. This computer software product can be stored in a computer-readable storage medium, including read-only memory (ROM), random access memory (RAM), programmable read-only memory (PROM), erasable programmable read-only memory (EPROM), one-time programmable read-only memory (OTPROM), electrically-Erasable Programmable Read-Only Memory (EEPROM), compact disc read-only memory (CD-ROM) or other optical disc storage, disk storage, magnetic tape storage, or any other computer-readable medium that can be used to carry or store data.

[0222] Finally, it should be noted that the adaptive control method and apparatus for air conditioning disclosed in the embodiments of the present invention are merely preferred embodiments of the present invention and are only used to illustrate the technical solutions of the present invention, not to limit it. Although the present invention has been described in detail with reference to the foregoing embodiments, those skilled in the art should understand that modifications can still be made to the technical solutions described in the foregoing embodiments, or equivalent substitutions can be made to some of the technical features. Such modifications or substitutions do not cause the essence of the corresponding technical solutions to deviate from the spirit and scope of the technical solutions of the embodiments of the present invention.

Claims

1. An adaptive control method for air conditioning, characterized in that, The method includes: Collect target information in the current area, including user information of target users in the current area and environmental information of the current area; Based on the target information, analyze the current user needs of the target user to obtain the user need status corresponding to the target user; Based on the user's demand status, determine the device control parameters that match the target user. The device control parameters are used to control the air conditioning equipment in the current area to operate. The step of determining the device control parameters matching the target user based on the user's demand status includes: Based on the user demand status, the priority of the target user's multiple functional requirements for the air conditioning equipment in the current area is determined. All the functional requirements include at least one of the following: air supply distance requirement, air conditioning noise requirement, and air conditioning energy requirement. The air conditioning energy requirement includes one of the following: cooling capacity requirement, heating capacity requirement, and comfort temperature requirement. Based on the priority of each functional requirement and the user's requirement status, determine the device control parameters that match the target user; The step of determining the device control parameters matching the target user based on the priority of each functional requirement and the user's requirement status includes: From all the aforementioned functional requirements, determine at least one target functional requirement whose priority satisfies the first preset condition; Based on the user demand status, determine the demand parameters corresponding to each of the target functional requirements; Based on the requirement parameters corresponding to each of the target functional requirements and the calculation algorithm associated with each of the target functional requirements, calculate the device control parameters that match the target user; The step of calculating the device control parameters matching the target user based on the requirement parameters corresponding to each target functional requirement and the calculation algorithm associated with each target functional requirement includes: Based on the priority corresponding to each of the target functional requirements, a first set of functional requirements and a second set of functional requirements are determined from all the target functional requirements; For each set of functional requirements, target control parameters are determined based on the set information corresponding to the set of functional requirements to satisfy each target functional requirement in the set of functional requirements. The set information corresponding to the set of functional requirements includes the requirement parameters corresponding to each target functional requirement in the set of functional requirements and the calculation algorithm associated with the target functional requirement. The set of functional requirements includes a first set of functional requirements or a second set of functional requirements. The target control parameters corresponding to the first set of functional requirements include one or more first control parameters. The set information corresponding to the second set of functional requirements also includes the requirement parameters corresponding to at least one target functional requirement in the first set of functional requirements and / or at least one first control parameter. The target control parameters corresponding to the second set of functional requirements include one or more second control parameters. The first control parameter and the second control parameter are determined as the device control parameters that match the target user; When the priority of the air supply distance requirement is higher than the priority of the air conditioning energy requirement, the first functional requirement set includes the air supply distance requirement, and the second functional requirement set includes the air conditioning energy requirement. When the priority of the air conditioning noise requirement is higher than the priority of the air conditioning energy requirement, the first functional requirement set includes the air conditioning noise requirement, and the second functional requirement set includes the air conditioning energy requirement. When the first set of functional requirements includes the air delivery distance requirement or the air conditioning noise requirement, and the second set of functional requirements includes the air conditioning energy requirement, all the first control parameters include the corresponding adaptive air volume parameters of the first set of functional requirements and the associated parameters of the adaptive air volume parameters. The associated parameters of the adaptive air volume parameters include the air conditioning speed and the air outlet opening value. And, for the second set of functional requirements, determining the target control parameters to satisfy each target functional requirement in the set of functional requirements based on the set information corresponding to the set of functional requirements includes: Based on the adaptive air volume parameters and / or the associated parameters of the adaptive air volume parameters, the demand parameters corresponding to the air conditioning energy demand, and the first sub-algorithm of the calculation algorithm associated with the air conditioning energy demand, the target temperature difference that meets the functional requirements of the air conditioning energy demand is determined, and the target temperature difference is used to represent the temperature difference between the air outlet and the air inlet of the air conditioning equipment. Based on the adaptive air volume parameters and / or the associated parameters of the adaptive air volume parameters, the target temperature difference, and the second sub-algorithm in the calculation algorithm associated with the air conditioning energy demand, the air conditioning operating frequency corresponding to the target temperature difference is determined as the second control parameter corresponding to the second functional requirement set. The first sub-algorithm includes a calculation algorithm directly related to the air conditioning energy demand, and the second sub-algorithm includes a calculation algorithm directly related to the target temperature difference.

2. The adaptive control method for air conditioning according to claim 1, characterized in that, Before determining the requirement parameters corresponding to each target functional requirement based on the user requirement status, the method further includes: Based on the degree of correlation between each target functional requirement and the target information, the requirement type of the target functional requirement is determined; And, determining the requirement parameters corresponding to each target functional requirement based on the user requirement status includes: For each target functional requirement whose requirement type matches the preset type, the requirement parameters corresponding to the target functional requirement are determined based on the target information and the mapping relationship between the target functional requirement and the user requirement status. For each target functional requirement whose requirement type does not match the preset type, the requirement parameters corresponding to the target functional requirement are determined according to the mapping relationship between the target functional requirement and the user requirement status.

3. The adaptive control method for air conditioning according to claim 2, characterized in that, For each target functional requirement whose requirement type matches a preset type, determining the requirement parameters corresponding to the target functional requirement based on the target information and the mapping relationship between the target functional requirement and the user requirement state includes: Based on the target sub-information in the target information that matches the target functional requirement, determine the initial parameters corresponding to the target functional requirement; Based on the mapping relationship between the target functional requirement and the user requirement state, determine whether the initial parameters meet the direct correspondence conditions of the user requirement state; When the judgment result is yes, the initial parameter is determined as the requirement parameter corresponding to the target functional requirement; When the judgment result is negative, the correction value corresponding to the initial parameter is determined according to the mapping relationship between the target functional requirement and the user requirement status, and the initial parameter is corrected based on the correction value to obtain the requirement parameter corresponding to the target functional requirement.

4. An adaptive control device for an air conditioner, characterized in that, The device includes: The data acquisition module is used to acquire target information in the current area, including user information of target users in the current area and environmental information of the current area. The analysis module is used to analyze the current user needs of the target user based on the target information, and obtain the user need status corresponding to the target user; The determination module is used to determine the device control parameters matching the target user based on the user demand status. The device control parameters are used to control the air conditioning equipment in the current area to operate. The specific method by which the determining module determines the device control parameters matching the target user based on the user's demand status includes: Based on the user demand status, the priority of the target user's multiple functional requirements for the air conditioning equipment in the current area is determined. All the functional requirements include at least one of the following: air supply distance requirement, air conditioning noise requirement, and air conditioning energy requirement. The air conditioning energy requirement includes one of the following: cooling capacity requirement, heating capacity requirement, and comfort temperature requirement. Based on the priority of each functional requirement and the user's requirement status, determine the device control parameters that match the target user; The specific method by which the determining module determines the device control parameters matching the target user based on the priority of each functional requirement and the user requirement status includes: From all the aforementioned functional requirements, determine at least one target functional requirement whose priority satisfies the first preset condition; Based on the user demand status, determine the demand parameters corresponding to each of the target functional requirements; Based on the requirement parameters corresponding to each of the target functional requirements and the calculation algorithm associated with each of the target functional requirements, calculate the device control parameters that match the target user; The specific method by which the determining module calculates the device control parameters matching the target user based on the requirement parameters corresponding to each target functional requirement and the calculation algorithm associated with each target functional requirement includes: Based on the priority corresponding to each of the target functional requirements, a first set of functional requirements and a second set of functional requirements are determined from all the target functional requirements; For each set of functional requirements, target control parameters are determined based on the set information corresponding to the set of functional requirements to satisfy each target functional requirement in the set of functional requirements. The set information corresponding to the set of functional requirements includes the requirement parameters corresponding to each target functional requirement in the set of functional requirements and the calculation algorithm associated with the target functional requirement. The set of functional requirements includes a first set of functional requirements or a second set of functional requirements. The target control parameters corresponding to the first set of functional requirements include one or more first control parameters. The set information corresponding to the second set of functional requirements also includes the requirement parameters corresponding to at least one target functional requirement in the first set of functional requirements and / or at least one first control parameter. The target control parameters corresponding to the second set of functional requirements include one or more second control parameters. The first control parameter and the second control parameter are determined as the device control parameters that match the target user; When the priority of the air supply distance requirement is higher than the priority of the air conditioning energy requirement, the first functional requirement set includes the air supply distance requirement, and the second functional requirement set includes the air conditioning energy requirement. When the priority of the air conditioning noise requirement is higher than the priority of the air conditioning energy requirement, the first functional requirement set includes the air conditioning noise requirement, and the second functional requirement set includes the air conditioning energy requirement. When the first set of functional requirements includes the air delivery distance requirement or the air conditioning noise requirement, and the second set of functional requirements includes the air conditioning energy requirement, all the first control parameters include the corresponding adaptive air volume parameters of the first set of functional requirements and the associated parameters of the adaptive air volume parameters. The associated parameters of the adaptive air volume parameters include the air conditioning speed and the air outlet opening value. Furthermore, for the second set of functional requirements, the determining module determines, based on the set information corresponding to the set of functional requirements, the specific method for satisfying the target control parameters for each target functional requirement in the set of functional requirements includes: Based on the adaptive air volume parameters and / or the associated parameters of the adaptive air volume parameters, the demand parameters corresponding to the air conditioning energy demand, and the first sub-algorithm of the calculation algorithm associated with the air conditioning energy demand, the target temperature difference that meets the functional requirements of the air conditioning energy demand is determined, and the target temperature difference is used to represent the temperature difference between the air outlet and the air inlet of the air conditioning equipment. Based on the adaptive air volume parameters and / or the associated parameters of the adaptive air volume parameters, the target temperature difference, and the second sub-algorithm in the calculation algorithm associated with the air conditioning energy demand, the air conditioning operating frequency corresponding to the target temperature difference is determined as the second control parameter corresponding to the second functional requirement set. The first sub-algorithm includes a calculation algorithm directly related to the air conditioning energy demand, and the second sub-algorithm includes a calculation algorithm directly related to the target temperature difference.

5. An adaptive control device for an air conditioner, characterized in that, The device includes: Memory containing executable program code; A processor coupled to the memory; The processor calls the executable program code stored in the memory to execute the adaptive control method of the air conditioner as described in any one of claims 1-3.

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