CN113531818B - Running mode pushing method and device for air conditioner and air conditioner - Google Patents
Running mode pushing method and device for air conditioner and air conditionerDownload PDFInfo
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- F—MECHANICAL ENGINEERING; LIGHTING; HEATING; WEAPONS; BLASTING
- F24—HEATING; RANGES; VENTILATING
- F24F—AIR-CONDITIONING; AIR-HUMIDIFICATION; VENTILATION; USE OF AIR CURRENTS FOR SCREENING
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- F—MECHANICAL ENGINEERING; LIGHTING; HEATING; WEAPONS; BLASTING
- F24—HEATING; RANGES; VENTILATING
- F24F—AIR-CONDITIONING; AIR-HUMIDIFICATION; VENTILATION; USE OF AIR CURRENTS FOR SCREENING
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- F24F11/62—Control or safety arrangements characterised by the type of control or by internal processing, e.g. using fuzzy logic, adaptive control or estimation of values
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Abstract
Description
Translated fromChinese技术领域technical field
本申请涉及智能家电技术领域，例如涉及一种用于空调的运行模式推送方法及装置、空调。The present application relates to the technical field of smart home appliances, for example, to a method and device for pushing an operating mode of an air conditioner, and an air conditioner.
背景技术Background technique
目前，空调基本属于家庭生活的必备电器。空调主要运行方式是根据用户发出的控制指令来控制空调各模式的运行，如根据指令运行制热、制冷或除湿等模式。At present, air conditioners are basically necessary appliances for family life. The main operation mode of the air conditioner is to control the operation of each mode of the air conditioner according to the control instructions issued by the user, such as operating the heating, cooling or dehumidification modes according to the instructions.
随着家电设备智能化程度的提高，部分空调已经可以实现通过自主学习去适应用户的使用习惯，比如，在一段时间内学习用户的常用开机后运行模式或温度设置方案，并形成该用户所对应的运行模式，在用户开启空调器时，即可按照该运行模式运行。With the improvement of the intelligence of home appliances, some air conditioners can already adapt to the user's usage habits through self-learning. When the user turns on the air conditioner, it can run according to the operating mode.
在实现本公开实施例的过程中，发现相关技术中至少存在如下问题：空调运行与用户对应的运行模式时，仅根据使用记录中运行频率较高的运行方案生成运行模式，而无法根据用户对室内环境的参数偏好调节运行模式，降低了舒适度。In the process of implementing the embodiments of the present disclosure, it is found that there are at least the following problems in related technologies: when the air conditioner operates in an operation mode corresponding to the user, the operation mode is only generated according to the operation scheme with high operation frequency in the usage records, and cannot be generated according to the user's operation mode. The parameters of the indoor environment prefer to adjust the operating mode, which reduces the comfort.
发明内容Contents of the invention
为了对披露的实施例的一些方面有基本的理解，下面给出了简单的概括。所述概括不是泛泛评述，也不是要确定关键/重要组成元素或描绘这些实施例的保护范围，而是作为后面的详细说明的序言。In order to provide a basic understanding of some aspects of the disclosed embodiments, a brief summary is presented below. The summary is not intended to be an extensive overview nor to identify key/important elements or to delineate the scope of these embodiments, but rather serves as a prelude to the detailed description that follows.
本公开实施例提供了一种用于空调的运行模式推送方法及装置、空调，以解决根据用户的使用记录推送运行频率较高的运行方案时，无法根据用户对室内环境的参数偏好调节运行模式，导致舒适度降低的技术问题。Embodiments of the present disclosure provide an operation mode push method and device for an air conditioner, and an air conditioner to solve the problem of being unable to adjust the operation mode according to the user's parameter preference for the indoor environment when an operation scheme with a high operating frequency is pushed according to the user's usage records , a technical problem leading to a reduction in comfort.
在一些实施例中，所述用于空调的运行模式推送方法，包括：响应于开机指令，确定目标用户以及与所述目标用户相对应的用于空调控制的偏好模型；确定与当前时刻相对应的空调目标运行模式，并根据所述偏好模型调节所述空调目标运行模式的运行参数；将所述调节后的运行参数推送给所述目标用户，以供所述目标用户在进行空调设置时使用。In some embodiments, the method for pushing an operating mode of an air conditioner includes: in response to a power-on instruction, determining a target user and a preference model for air conditioner control corresponding to the target user; the air conditioner target operating mode, and adjust the operating parameters of the air conditioner target operating mode according to the preference model; push the adjusted operating parameters to the target user for use by the target user when setting the air conditioner .
在一些实施例中，所述用于空调的运行模式推送装置，包括：处理器和存储有程序指令的存储器，所述处理器被配置为在执行所述程序指令时，执行上述的用于空调的运行模式推送方法。In some embodiments, the device for pushing the operating mode of the air conditioner includes: a processor and a memory storing program instructions, the processor is configured to perform the above-mentioned operation mode for the air conditioner when executing the program instructions. The run mode push method.
在一些实施例中，所述空调包括上述的用于空调的运行模式推送装置。In some embodiments, the air conditioner includes the above-mentioned operating mode push device for an air conditioner.
本公开实施例提供的用于空调的运行模式推送方法及装置、空调，可以实现以下技术效果：The operation mode push method and device for an air conditioner and the air conditioner provided in the embodiments of the present disclosure can achieve the following technical effects:
通过在接收到开机指令时，确定与当前时刻目标用户的开机设定习惯相对应的空调目标运行模式，并进一步根据目标用户用于控制空调的偏好模型，调节目标运行模式中的运行参数，从而获得在当前时刻以及室内环境情况下，最符合用户使用习惯的空调运行模式并推送给用户。如此，通过学习空调使用过程中用户的使用习惯和调节偏好，自动进行空调运行模式的推送，从而创造适合用户的舒适居住环境，并解决了用户频繁操作的问题，有效改善空调操作的便利性，进一步提高了用户的体验。By determining the target operation mode of the air conditioner corresponding to the target user's start-up setting habit at the current moment when the start-up command is received, and further adjusting the operating parameters in the target operation mode according to the target user's preference model for controlling the air conditioner, thereby Obtain the air conditioner operating mode that is most in line with the user's usage habits at the current moment and the indoor environment, and push it to the user. In this way, by learning the user's usage habits and adjustment preferences during the use of the air conditioner, the operation mode of the air conditioner is automatically pushed, thereby creating a comfortable living environment suitable for the user, and solving the problem of frequent operation by the user, effectively improving the convenience of air conditioner operation. Further improve the user experience.
以上的总体描述和下文中的描述仅是示例性和解释性的，不用于限制本申请。The foregoing general description and the following description are exemplary and explanatory only and are not intended to limit the application.
附图说明Description of drawings
一个或多个实施例通过与之对应的附图进行示例性说明，这些示例性说明和附图并不构成对实施例的限定，附图中具有相同参考数字标号的元件示为类似的元件，附图不构成比例限制，并且其中：One or more embodiments are exemplified by the corresponding drawings, and these exemplifications and drawings do not constitute a limitation to the embodiments, and elements with the same reference numerals in the drawings are shown as similar elements, The drawings are not limited to scale and in which:
图1是本公开实施例提供的一种用于空调的运行模式推送方法的系统环境示意图；FIG. 1 is a schematic diagram of a system environment for an operation mode push method for an air conditioner provided by an embodiment of the present disclosure;
图2是本公开实施例提供的一种用于空调的运行模式推送方法的流程示意图；Fig. 2 is a schematic flowchart of an operation mode push method for an air conditioner provided by an embodiment of the present disclosure;
图3是本公开实施例提供的另一种用于空调的运行模式推送方法的流程示意图；Fig. 3 is a schematic flowchart of another method for pushing an operating mode of an air conditioner provided by an embodiment of the present disclosure;
图4是本公开实施例提供的一种用于空调的运行模式推送装置的装置示意图。Fig. 4 is a device schematic diagram of an operation mode push device for an air conditioner provided by an embodiment of the present disclosure.
具体实施方式detailed description
为了能够更加详尽地了解本公开实施例的特点与技术内容，下面结合附图对本公开实施例的实现进行详细阐述，所附附图仅供参考说明之用，并非用来限定本公开实施例。在以下的技术描述中，为方便解释起见，通过多个细节以提供对所披露实施例的充分理解。然而，在没有这些细节的情况下，一个或多个实施例仍然可以实施。在其它情况下，为简化附图，熟知的结构和装置可以简化展示。In order to understand the characteristics and technical content of the embodiments of the present disclosure in more detail, the implementation of the embodiments of the present disclosure will be described in detail below in conjunction with the accompanying drawings. The attached drawings are only for reference and description, and are not intended to limit the embodiments of the present disclosure. In the following technical description, for purposes of explanation, numerous details are set forth in order to provide a thorough understanding of the disclosed embodiments. However, one or more embodiments may be practiced without these details. In other instances, well-known structures and devices may be shown simplified in order to simplify the drawings.
图1是本公开实施例提供的用于空调的运行模式推送方法的系统环境示意图。该实施环境中包括空调11、无线路由器12、终端设备13和家庭云平台14。Fig. 1 is a schematic diagram of a system environment for an operation mode push method for an air conditioner provided by an embodiment of the present disclosure. The implementation environment includes an
其中，空调11用于实现对家居场景下室内空气的调节操作。空调11可以通过无线路由器12接入家中WiFi网络，与终端设备13进行通讯，或接入家庭云平台14，接收运行指令。用户也可以通过终端设备13内的应用程序，控制空调11自动进行空气调节操作。Wherein, the
终端设备13，用于与空调11以及家庭云平台14通信。这里，终端设备指的是智慧家庭应用场景中的智能设备，如智能手机、可穿戴设备、智能移动设备、虚拟显示设备等，也可以是智能家电设备，如智能冰箱、智能电视、智能洗衣机、空调、智能音箱、智能灯以及智能窗帘等，或其任意组合。The
家庭云平台14，用于实现无线路由器12与外界的通信，接收空调实时状态数据供大数据平台、应用程序服务订阅，接收并下发来自其他业务类服务器、大数据平台、应用程序端的空调调控指令。The
可选地，在该实施环境中还包括大数据平台15，用于接收在家庭云平台端订阅的实时数据，以进行实时业务的计算及指令下发。在该大数据平台15中，其所获取的海量数据存储于底层数据库中，用于进行数据统计展现及业务分析。Optionally, the implementation environment also includes a
图2是本公开实施例提供的一种用于空调的运行模式推送方法的示意图。该用于空调的运行模式推送方法应用于如图1所示的环境中，可在图1所示的空调中执行，也可在空调的控制终端执行，例如遥控器或者房间墙壁上的操作面板；也可在服务器中执行，如与空调通讯的家庭云平台；还可在终端设备执行，如智能手机、智能家电设备或智能家居系统的控制终端。在本公开实施例中，以空调作为执行主体对方案进行说明。Fig. 2 is a schematic diagram of an operation mode push method for an air conditioner provided by an embodiment of the present disclosure. The method for pushing the operation mode of the air conditioner is applied in the environment shown in Figure 1, and can be executed in the air conditioner shown in Figure 1, and can also be executed in the control terminal of the air conditioner, such as a remote control or an operation panel on a room wall ; It can also be executed in a server, such as a home cloud platform communicating with an air conditioner; it can also be executed in a terminal device, such as a smart phone, a smart home appliance or a control terminal of a smart home system. In the embodiment of the present disclosure, the air conditioner is used as the execution subject to describe the solution.
结合图2所示，该用于空调的运行模式推送方法，包括：As shown in Figure 2, the method for pushing the operating mode of the air conditioner includes:
步骤S21，响应于开机指令，空调确定目标用户以及与目标用户相对应的用于空调控制的偏好模型。Step S21 , in response to the power-on instruction, the air conditioner determines a target user and a preference model for air conditioner control corresponding to the target user.
这里，开机指令可以来自于用户下发的指令，也可以是智能空调自身判断适于运行时下发的指令。Here, the start-up instruction may be an instruction issued by the user, or an instruction issued when the smart air conditioner itself judges that it is suitable for operation.
在一些应用场景中，智能空调可以根据用户的语音指令，获取该开机指令。或通过用户的操作意图，获取该开机指令，如：按键、触屏、旋钮、设定的手势等。智能空调也可以通过与智能手机的通讯，获取用户通过智能手机的应用程序下发的开机指令。In some application scenarios, the smart air conditioner can obtain the power-on instruction according to the user's voice instruction. Or obtain the boot command through the user's operation intention, such as: button, touch screen, knob, set gesture, etc. The smart air conditioner can also obtain the start-up instruction issued by the user through the application program of the smart phone through communication with the smart phone.
在另一些应用场景中，智能空调内存储有开机程序运行信息表，在满足运行条件时，智能空调获取该开机指令。这里，运行条件可以与当前环境温度与设定温度的差值有关，也可以是与室内用户数量有关。In other application scenarios, the smart air conditioner stores a startup program running information table, and when the running conditions are met, the smart air conditioner obtains the startup instruction. Here, the operating condition may be related to the difference between the current ambient temperature and the set temperature, or may be related to the number of indoor users.
目标用户，可以是下发上述开机指令的用户，也可以是室内多个用户中与该智能空调相关联，且具有最高控制权限的用户。The target user may be the user who issued the above startup command, or the user who is associated with the smart air conditioner and has the highest control authority among multiple indoor users.
偏好模型是根据用户在空调运行过程中对运行参数的调节操作获取的，用于体现用户对于空调运行过程中的温度调节偏好。The preference model is obtained according to the user's adjustment operation on the operating parameters during the operation of the air conditioner, and is used to reflect the user's preference for temperature adjustment during the operation of the air conditioner.
步骤S22，空调确定与当前时刻相对应的空调目标运行模式，并根据偏好模型调节空调目标运行模式的运行参数。In step S22, the air conditioner determines the target operation mode of the air conditioner corresponding to the current moment, and adjusts the operation parameters of the target operation mode of the air conditioner according to the preference model.
当前时刻是指获取该用于智能空调的开机指令的时刻，智能空调可以通过连接室内WiFi设备以从云端获取，也可以通过与用户手机的通讯获取。当前时刻至少包括获取该开机指令时所属的时间段。The current moment refers to the moment at which the start-up command for the smart air conditioner is acquired. The smart air conditioner can be acquired from the cloud by connecting to an indoor WiFi device, or can be acquired through communication with the user's mobile phone. The current moment at least includes the time period when the power-on instruction is acquired.
由于空调不是24小时使用的家用电器，因此用户的空调开机时刻在一天的24小时内并不是均匀分布的，例如：夜间睡眠时段是空调开机的高峰，中午时段也会有一个空调开机的小高峰，可见空调的使用是会随着用户的活动特点和天气因素变化的。在本实施例中，结合上述空调使用特点，将一天的时间段划分为3段，即白天日常活动段、晚间休息段和夜间睡眠段，以实现根据用户的活动特点对空调运行情况的分段式学习。例如，白天日常活动段为8:00-17:00，晚间休息段为17:00-21:00，夜间睡眠段为21:00-8:00。也可以根据空调的在对应时间段内的开机频率，调整时间段的设定。Since the air conditioner is not a household appliance that is used 24 hours a day, the time when the user’s air conditioner is turned on is not evenly distributed within 24 hours of the day. For example, the peak time for the air conditioner to be turned on is during the sleeping period at night, and there will also be a small peak when the air conditioner is turned on at noon. , it can be seen that the use of air conditioners will change with the user's activity characteristics and weather factors. In this embodiment, in combination with the characteristics of the above-mentioned air conditioner, the time period of a day is divided into 3 sections, namely, the daytime daily activity section, the evening rest section and the night sleep section, so as to realize the segmentation of the air conditioner operation according to the user's activity characteristics style learning. For example, the daytime daily activity segment is 8:00-17:00, the evening rest segment is 17:00-21:00, and the night sleep segment is 21:00-8:00. The setting of the time period may also be adjusted according to the start-up frequency of the air conditioner within the corresponding time period.
空调目标运行模式是指开机时段所对应的开机使用模式。空调目标运行模式的确定，可以通过该空调的历史使用数据获取，例如是通过大数据平台获取空调的使用数据，并对数据进行去噪分析，汇总统计后得到与空调开机时段为标签的不同的空调目标运行模式。The target operating mode of the air conditioner refers to a power-on use mode corresponding to the power-on period. The determination of the target operating mode of the air conditioner can be obtained through the historical use data of the air conditioner. For example, the use data of the air conditioner is obtained through a big data platform, and the data is denoised and analyzed. Air conditioner target operating mode.
进一步地，通过偏好模型对根据当前时刻确定的空调目标运行模式进行调节，使得推送给用户的运行参数更符合用户的使用习惯。Further, the target operating mode of the air conditioner determined according to the current moment is adjusted through the preference model, so that the operating parameters pushed to the user are more in line with the user's usage habits.
步骤S23，空调将调节后的运行参数推送给目标用户，以供目标用户在进行空调设置时使用。In step S23, the air conditioner pushes the adjusted operating parameters to the target user for use by the target user when setting the air conditioner.
如此，通过在接收到开机指令时，确定与当前时刻目标用户的开机设定习惯相对应的空调目标运行模式，并进一步根据目标用户用于控制空调的偏好模型，调节目标运行模式中的运行参数，从而获得在当前时刻以及室内环境情况下，最符合用户使用习惯的空调运行模式并推送给用户。如此，通过学习空调使用过程中用户的使用习惯和调节偏好，自动进行空调运行模式的推送，从而创造适合用户的舒适居住环境，并解决了用户频繁操作的问题，有效改善空调操作的便利性，进一步提高了用户的体验。In this way, when a power-on command is received, the air-conditioning target operating mode corresponding to the target user's power-on setting habits at the current moment is determined, and the operating parameters in the target operating mode are further adjusted according to the target user's preference model for controlling the air conditioner , so as to obtain the air conditioner operating mode that is most in line with the user's usage habits at the current moment and the indoor environment, and push it to the user. In this way, by learning the user's usage habits and adjustment preferences during the use of the air conditioner, the operation mode of the air conditioner is automatically pushed, thereby creating a comfortable living environment suitable for the user, and solving the problem of frequent operation by the user, effectively improving the convenience of air conditioner operation. Further improve the user experience.
可选地，根据用户偏好模型调节空调目标运行模式的运行参数，包括：获取当前环境参数，并输入至偏好模型以输出对应的运行参数调节值；根据运行参数调节值调节空调目标运行模式中对应的运行参数。Optionally, adjusting the operating parameters of the air conditioner target operating mode according to the user preference model includes: obtaining current environmental parameters and inputting them into the preference model to output corresponding operating parameter adjustment values; adjusting the corresponding operating parameters in the air conditioner target operating mode according to the operating parameter adjustment values. operating parameters.
这里，当前环境参数包括当前室内温度、当前室外温度、当前室内湿度中的一个或多个。通过输入当前环境参数，通过偏好模型获得用户在当前环境中的空气调节偏好情况，从而获得更符合用户习惯的运行参数。Here, the current environmental parameters include one or more of the current indoor temperature, the current outdoor temperature, and the current indoor humidity. By inputting the current environmental parameters, the user's air conditioning preference in the current environment is obtained through the preference model, so as to obtain operating parameters that are more in line with the user's habits.
可选地，空调目标运行模式的确定，包括：Optionally, the determination of the target operating mode of the air conditioner includes:
获取与当前时间信息相匹配的空调的多条历史运行数据；各历史运行数据包括空调的运行模式和空调使用时长；Obtain multiple pieces of historical operation data of the air conditioner that matches the current time information; each historical operation data includes the operation mode of the air conditioner and the use time of the air conditioner;
根据运行模式相同的一个或多个历史运行数据对应的历史时间和/或空调使用时长，确定各运行模式的推荐度；Determine the recommendation degree of each operation mode according to the historical time and/or the use time of the air conditioner corresponding to one or more historical operation data with the same operation mode;
获取一个或多个推荐度最高的运行模式，作为空调目标运行模式。Obtain one or more operating modes with the highest recommendation as target operating modes of the air conditioner.
这里，与当前时间信息相匹配的历史运行数据，至少包括当月与当前时间信息属于同一时间段的空调历史运行数据。也可以包括去年同月份该空调的历史运行数据。Here, the historical operation data that matches the current time information at least includes the air conditioner historical operation data that belongs to the same time period as the current time information in the current month. It can also include the historical operation data of the air conditioner in the same month of last year.
受季节性影响，空调用户的使用是不连续的且不是每天都使用的，并且制冷、制热及用户的使用行为会发生变化，但是相同月份的使用行为不会有太大的差异，因此可以根据当月的空调数据，或去年同期月份的数据，来确定与用户使用习惯相符合的运行模式。Affected by seasonality, the use of air conditioners is discontinuous and not used every day, and the cooling, heating and user behavior will change, but the usage behavior in the same month will not have much difference, so it can be According to the air-conditioning data of the current month, or the data of the same month last year, the operation mode in line with the user's usage habits is determined.
进一步地，每条历史运行数据中包含空调的运行模式和空调使用时长，运行模式包括空调的设定目标温度、设定风速、设定湿度、设定功能模式；空调使用时长包括开机时间点、距离开机时长、设置持续时长。Further, each piece of historical operation data includes the operation mode of the air conditioner and the use time of the air conditioner. The operation mode includes the set target temperature, set wind speed, set humidity, and set function mode of the air conditioner; the use time of the air conditioner includes the start time point, The distance from boot time and the set duration.
对历史运行数据所对应的运行模式进行分类，以根据同一运行模式的多次历史运行数据，确定该运行模式的推荐度，从而获取空调的目标运行模式。Classify the operation modes corresponding to the historical operation data, so as to determine the recommendation degree of the operation mode according to multiple historical operation data of the same operation mode, so as to obtain the target operation mode of the air conditioner.
具体地，运行模式推荐度的确定，包括：Specifically, the determination of the recommendation degree of the operation mode includes:
根据各历史运行数据对应的历史时间，确定历史运行数据的日期影响因子；According to the historical time corresponding to each historical operation data, determine the date impact factor of the historical operation data;
根据各历史运行数据的空调使用时长，确定历史运行数据的行为影响因子；According to the air conditioner usage time of each historical operation data, determine the behavioral impact factor of the historical operation data;
根据运行模式相同的一个或多个历史运行数据的日期影响因子和行为影响因子乘积之和，确定该运行模式的推荐度。According to the sum of the product of the date impact factor and the behavior impact factor of one or more historical operation data with the same operation mode, the recommendation degree of the operation mode is determined.
用于确定日期影响因子的历史运行数据对应的历史时间，用于表示该次历史运行数据的发生时间，如果历史运行数据发生的时间与当前时间信息的距离越远，其对当前行为的影响就越小。The historical time corresponding to the historical operation data used to determine the date impact factor is used to indicate the occurrence time of the historical operation data. If the distance between the occurrence time of the historical operation data and the current time information is farther, its influence on the current behavior will be greater. smaller.
例如，空调内预存有日期差值与日期影响因子之间的对应关系，在确定历史运行数据对应的历史时间与当前时刻对应的日期差值后，通过调取该对应关系，进而获取与该日期差值对应的日期影响因子，以确定该运行模式的推荐度。进一步地，该对应关系可以以对应信息表的形式预存于空调内。For example, the corresponding relationship between the date difference and the date impact factor is pre-stored in the air conditioner. After determining the date difference between the historical time corresponding to the historical operating data and the current time, the corresponding relationship is obtained by calling the corresponding relationship. The date impact factor corresponding to the difference is used to determine the recommendation degree of the operation mode. Further, the corresponding relationship may be pre-stored in the air conditioner in the form of a corresponding information table.
进一步地，日期影响因子的确定，包括：Further, the determination of date impact factors includes:
在历史运行数据对应的历史时间与当前时刻对应的日期的差值大于日期阈值时，历史运行数据对应的日期影响因子为第一日期影响因子；When the difference between the historical time corresponding to the historical operation data and the date corresponding to the current moment is greater than the date threshold, the date impact factor corresponding to the historical operation data is the first date impact factor;
在历史运行数据对应的历史时间与当前时刻对应的日期的差值小于或等于日期阈值时，历史运行数据对应的日期影响因子为第二日期影响因子；When the difference between the historical time corresponding to the historical operation data and the date corresponding to the current moment is less than or equal to the date threshold, the date impact factor corresponding to the historical operation data is the second date impact factor;
其中，第一日期影响因子的数值小于第二日期影响因子的数值。Wherein, the value of the impact factor of the first date is smaller than the value of the impact factor of the second date.
具体地，日期影响因子的确定，包括：Specifically, the determination of date impact factors includes:
其中，x为该历史运行数据对应的历史时间与当前时刻对应的日期的差值，n为获取历史运行数据的总天数。Wherein, x is the difference between the historical time corresponding to the historical operation data and the date corresponding to the current moment, and n is the total number of days for obtaining the historical operation data.
如此，在获取设定时长内(获取历史运行数据的总天数)的多条历史运行数据后，通过获取该历史运行数据发生日期到当前时刻的日期差值，进而确定对应的日期影响因子，从而在多个历史运行数据对应于同一运行模式的情况下，根据多次运行对应的日期影响因子对每条历史运行数据对于该运行模式的推荐度影响进行加权，从而得到更贴合于用户使用习惯的运行模式推荐。In this way, after obtaining multiple pieces of historical operation data within a set period of time (the total number of days for obtaining historical operation data), by obtaining the date difference between the occurrence date of the historical operation data and the current moment, the corresponding date impact factor is determined, thereby In the case that multiple historical operating data correspond to the same operating mode, the influence of each historical operating data on the recommendation degree of the operating mode is weighted according to the date impact factor corresponding to multiple operations, so as to obtain a more suitable user habit recommended operating mode.
用于确定行为影响因子的历史运行数据的空调使用时长，用于表示本次历史运行数据中用户使用空调时间的长度，使用时间越长，该次历史运行数据对于用户来说更舒适，所对应的行为影响因子的分值越高。在本实施例中，历史运行数据的空调使用时长与行为影响因子的数值成非线性正相关关系。The air conditioner usage time of the historical operation data used to determine the behavior impact factor is used to indicate the length of time the user uses the air conditioner in the historical operation data. The longer the use time, the more comfortable the historical operation data for the user, and the corresponding The higher the score of the behavioral impact factor. In this embodiment, there is a non-linear positive correlation between the air conditioner usage time of the historical operating data and the value of the behavioral impact factor.
例如，空调内预存有空调使用时长与行为影响因子之间的对应关系，在获取历史运行数据中的空调使用时长后，通过调取该对应关系，进而获取与该空调使用时长对应的行为影响因子，以确定该运行模式的推荐度。进一步地，该对应关系可以以对应信息表的形式预存于空调内。For example, the air conditioner pre-stores the corresponding relationship between the use time of the air conditioner and the behavioral impact factor. After obtaining the use time of the air conditioner in the historical operation data, the behavioral impact factor corresponding to the use time of the air conditioner is obtained by calling the corresponding relationship. , to determine the recommendability of the operating mode. Further, the corresponding relationship may be pre-stored in the air conditioner in the form of a corresponding information table.
进一步地，行为影响因子的确定，包括：Further, the determination of behavioral impact factors includes:
在历史运行数据的空调使用时长在第一时长区间以内时，行为影响因子为第一行为影响因子；When the air conditioner usage time of the historical operation data is within the first time interval, the behavioral impact factor is the first behavioral impact factor;
在历史运行数据的空调使用时长在第二时长区间以内时，行为影响因子为第二行为影响因子；When the air conditioner usage time of the historical operation data is within the second time interval, the behavioral impact factor is the second behavioral impact factor;
其中，第一时长区间的上限值小于第二时长区间的下限值；第一行为影响因子的数值小于第二行为影响因子的数值。Wherein, the upper limit value of the first duration interval is smaller than the lower limit value of the second duration interval; the value of the first behavior impact factor is smaller than the value of the second behavior impact factor.
具体地，行为影响因子通过如下方式确定：Specifically, behavioral impact factors are determined in the following ways:
其中，x为历史运行数据的空调使用时长，单位为小时。Among them, x is the usage time of the air conditioner in the historical operation data, in hours.
如此，在获取历史运行数据对应的空调使用时长后，通过获取该空调使用时长所在的区间，进而确定对应的行为影响因子，从而在多个历史运行数据对应于同一运行模式的情况下，根据多次运行对应的行为影响因子对每条历史运行数据对于该运行模式的推荐度影响进行加权，从而得到更贴合于用户使用习惯的运行模式推荐。In this way, after obtaining the air conditioner usage time corresponding to the historical operation data, by obtaining the interval where the air conditioner usage time is located, and then determining the corresponding behavioral impact factor, so that when multiple historical operation data correspond to the same operation mode, according to multiple The behavior impact factor corresponding to each operation weights the influence of each piece of historical operation data on the recommendation degree of the operation mode, so as to obtain the operation mode recommendation that is more suitable for the user's usage habits.
该运行模式的推荐度的获取，可包括：获取同一运行模式的一个或多个历史运行数据的日期影响因子之和，作为日期影响因子的第一推荐度；获取同一运行模式的一个或多个历史运行数据的行为影响因子之和，作为行为影响因子的第二推荐度；根据第一推荐度与第二推荐度的乘积，确定该运行模式的推荐度。The acquisition of the recommendation degree of the operation mode may include: obtaining the sum of date impact factors of one or more historical operation data of the same operation mode as the first recommendation degree of the date impact factor; obtaining one or more date impact factors of the same operation mode The sum of the behavior impact factors of the historical operation data is used as the second recommendation degree of the behavior impact factor; the recommendation degree of the operation mode is determined according to the product of the first recommendation degree and the second recommendation degree.
或者，该运行模式的推荐度的获取，可包括：获取同一运行模式的一个或多个历史运行数据，并分别确定各历史运行数据的日期影响因子与行为影响因子的乘积；根据一个或多个历史运行数据的日期影响因子与行为影响因子的乘积之和，确定该运行模式的推荐度。推荐度越高的运行模式，用户使用该运行模式的可能性越大，因此向用户进行推送。Alternatively, the acquisition of the recommendation degree of the operation mode may include: obtaining one or more historical operation data of the same operation mode, and respectively determining the product of the date impact factor and the behavior impact factor of each historical operation data; according to one or more The sum of the product of the date impact factor and the behavior impact factor of the historical operation data determines the recommendation degree of the operation mode. An operation mode with a higher degree of recommendation is more likely to be used by the user, so it is pushed to the user.
如此，采用本公开实施例提供的用于空调的运行模式推送方法，通过在接收到开机指令时，确定与当前时刻目标用户的开机设定习惯相对应的空调目标运行模式，并进一步根据目标用户用于控制空调的偏好模型，调节目标运行模式中的运行参数，从而获得在当前时刻以及室内环境情况下，最符合用户使用习惯的空调运行模式并推送给用户。如此，通过学习空调使用过程中用户的使用习惯和调节偏好，自动进行空调运行模式的推送，从而创造适合用户的舒适居住环境，并解决了用户频繁操作的问题，有效改善空调操作的便利性，进一步提高了用户的体验。In this way, using the method for pushing the operation mode of the air conditioner provided by the embodiment of the present disclosure, when the start-up instruction is received, the target operation mode of the air conditioner corresponding to the start-up setting habit of the target user at the current moment is determined, and further according to the target user It is used to control the preference model of the air conditioner, adjust the operating parameters in the target operating mode, so as to obtain the air conditioner operating mode that is most in line with the user's usage habits at the current moment and the indoor environment, and push it to the user. In this way, by learning the user's usage habits and adjustment preferences during the use of the air conditioner, the operation mode of the air conditioner is automatically pushed, thereby creating a comfortable living environment suitable for the user, and solving the problem of frequent operation by the user, effectively improving the convenience of air conditioner operation. Further improve the user experience.
图3是本公开实施例提供的另一种用于空调的运行模式推送方法的示意图。该用于空调的运行模式推送方法应用于如图1所示的环境中，可在图1所示的空调中执行，也可在空调的控制终端执行，例如遥控器或者房间墙壁上的操作面板；也可在服务器中执行，如与空调通讯的家庭云平台；还可在终端设备执行，如智能手机、智能家电设备或智能家居系统的控制终端。在本公开实施例中，以空调作为执行主体对方案进行说明。Fig. 3 is a schematic diagram of another method for pushing an operating mode of an air conditioner according to an embodiment of the present disclosure. The method for pushing the operation mode of the air conditioner is applied in the environment shown in Figure 1, and can be executed in the air conditioner shown in Figure 1, and can also be executed in the control terminal of the air conditioner, such as a remote control or an operation panel on a room wall ; It can also be executed in a server, such as a home cloud platform communicating with an air conditioner; it can also be executed in a terminal device, such as a smart phone, a smart home appliance or a control terminal of a smart home system. In the embodiment of the present disclosure, the air conditioner is used as the execution subject to describe the solution.
如图3所示，该用于空调的运行模式推送方法，包括：As shown in Figure 3, the method for pushing the operating mode of the air conditioner includes:
步骤S21，响应于开机指令，空调确定目标用户以及与目标用户相对应的用于空调控制的偏好模型。Step S21 , in response to the power-on instruction, the air conditioner determines a target user and a preference model for air conditioner control corresponding to the target user.
步骤S22，空调确定与当前时刻相对应的空调目标运行模式，并根据偏好模型调节空调目标运行模式的运行参数。In step S22, the air conditioner determines the target operation mode of the air conditioner corresponding to the current moment, and adjusts the operation parameters of the target operation mode of the air conditioner according to the preference model.
步骤S23，空调将调节后的运行参数推送给目标用户，以供目标用户在进行空调设置时使用。In step S23, the air conditioner pushes the adjusted operating parameters to the target user for use by the target user when setting the air conditioner.
步骤S34，在目标用户接受调节后的运行参数，并控制空调按照调节后的运行参数运行的情况下，获取设定运行时长内空调运行参数的调整状态。Step S34, when the target user accepts the adjusted operating parameters and controls the air conditioner to operate according to the adjusted operating parameters, obtain the adjustment status of the air conditioner operating parameters within the set operating time.
步骤S35，若在设定运行时长内，空调的运行参数发生调整，则获取发生调整时刻前设定历史时长内空调运行参数的调节次数；在调节次数大于设定次数的情况下，将调节后的运行参数作为目标用户的偏好模型的训练样本。Step S35, if the operating parameters of the air conditioner are adjusted within the set operating time, obtain the adjustment times of the air conditioner operating parameters within the set historical time before the adjustment time; if the adjustment times are greater than the set times, the adjusted The operating parameters of are used as the training samples of the target user's preference model.
步骤S36，若设定运行时长内，空调的运行参数未发生调整，则将调节后的运行参数作为目标用户的偏好模型的训练样本。In step S36, if the operating parameters of the air conditioner are not adjusted within the set operating time, the adjusted operating parameters are used as training samples for the target user's preference model.
这里，空调按照调节后的运行参数运行的情况下，认为根据历史运行数据确定的目标运行模式以及根据用户偏好模型的调节方案所形成的控制指令下发成功，此时持续监测空调的运行数据以及用户的行为数据，确定用户是否干预本次空调运行，以确定本次运行是否成功。Here, when the air conditioner operates according to the adjusted operating parameters, it is considered that the target operating mode determined according to the historical operating data and the control command formed by the adjustment scheme based on the user preference model are successfully issued. At this time, the operating data of the air conditioner is continuously monitored and User behavior data to determine whether the user intervenes in the operation of the air conditioner to determine whether the operation is successful.
若在设定运行时长内用户调整了空调的运行参数，则本次空调的运行数据由于用户干预不计入用于运行模式推荐的历史运行数据。若在设定历史时长内，运行参数的调节次数大于设定次数，则将运行参数的调节行为作为用户偏好模型的训练样本，以根据用户的调节喜好，从而能够输出与预期值相符的运行参数调节值。If the user adjusts the operating parameters of the air conditioner within the set operating time, the operating data of the air conditioner this time will not be included in the historical operating data for operating mode recommendation due to user intervention. If within the set historical time period, the number of adjustments of the operating parameters is greater than the set number of times, the adjustment behavior of the operating parameters is used as a training sample of the user preference model to output operating parameters that match the expected value according to the user's adjustment preferences adjustment value.
若在设定运行时长内用户未调整空调的运行参数，则本次空调的运行数据符合用户使用习惯，将本次调节后的运行参数作为目标用户的偏好模型的训练样本，以根据用户的调节喜好，从而能够输出与预期值相符的运行参数调节值。If the user does not adjust the operating parameters of the air conditioner within the set operating time, the operating data of the air conditioner this time conforms to the user's usage habits, and the adjusted operating parameters are used as the training samples of the target user's preference model to adjust the air conditioner according to the user's adjustment. Preferences, so as to be able to output the adjustment value of the operating parameter in line with the expected value.
如此，采用本公开实施例提供的用于空调的运行模式推送方法，通过在接收到开机指令时，确定与当前时刻目标用户的开机设定习惯相对应的空调目标运行模式，并根据目标用户用于控制空调的偏好模型，调节目标运行模式中的运行参数，从而获得在当前时刻以及室内环境情况下，最符合用户使用习惯的空调运行模式并推送给用户。进一步地，还通过空调运行调节后的运行参数后，用户的调节行为进一步的学习用户的调节喜好，从而在数据训练后输出更符合用户需求的运行参数。如此，通过学习空调使用过程中用户的使用习惯和调节偏好，自动进行空调运行模式的推送，从而创造适合用户的舒适居住环境，并解决了用户频繁操的问题。In this way, using the method for pushing the operation mode of the air conditioner provided by the embodiment of the present disclosure, when the power-on command is received, the air-conditioner target operation mode corresponding to the power-on setting habit of the target user at the current moment is determined, and according to the target user's use Based on the preference model for controlling the air conditioner, adjust the operating parameters in the target operating mode, so as to obtain the air conditioner operating mode that is most in line with the user's usage habits at the current moment and the indoor environment, and push it to the user. Furthermore, after the air conditioner operates the adjusted operating parameters, the user's adjustment behavior further learns the user's adjustment preferences, so that the operating parameters that are more in line with the user's needs are output after data training. In this way, by learning the user's usage habits and adjustment preferences during the use of the air conditioner, the operation mode of the air conditioner is automatically pushed, thereby creating a comfortable living environment suitable for the user and solving the problem of frequent operation by the user.
本公开实施例提供了一种用于空调的运行模式推送装置，其结构如图4所示，包括：An embodiment of the present disclosure provides an operation mode push device for an air conditioner, the structure of which is shown in FIG. 4 , including:
处理器(processor)40和存储器(memory)41，还可以包括通信接口(Communication Interface)42和总线43。其中，处理器40、通信接口42、存储器41可以通过总线43完成相互间的通信。通信接口42可以用于信息传输。处理器40可以调用存储器41中的逻辑指令，以执行上述实施例的用于空调的运行模式推送方法。A processor (processor) 40 and a memory (memory) 41 may also include a communication interface (Communication Interface) 42 and a
此外，上述的存储器41中的逻辑指令可以通过软件功能单元的形式实现并作为独立的产品销售或使用时，可以存储在一个计算机可读取存储介质中。In addition, the logic instructions in the above-mentioned
存储器41作为一种计算机可读存储介质，可用于存储软件程序、计算机可执行程序，如本公开实施例中的方法对应的程序指令/模块。处理器40通过运行存储在存储器41中的程序指令/模块，从而执行功能应用以及数据处理，即实现上述方法实施例中的用于空调的运行模式推送方法。The
存储器41可包括存储程序区和存储数据区，其中，存储程序区可存储操作系统、至少一个功能所需的应用程序；存储数据区可存储根据终端设备的使用所创建的数据等。此外，存储器41可以包括高速随机存取存储器，还可以包括非易失性存储器。The
本公开实施例提供了一种空调，包含上述的用于空调的运行模式推送装置。An embodiment of the present disclosure provides an air conditioner, including the above-mentioned operating mode push device for an air conditioner.
本公开实施例提供了一种计算机可读存储介质，存储有计算机可执行指令，所述计算机可执行指令设置为执行上述用于空调的运行模式推送方法。An embodiment of the present disclosure provides a computer-readable storage medium, which stores computer-executable instructions, and the computer-executable instructions are configured to execute the above-mentioned operation mode push method for an air conditioner.
本公开实施例提供了一种计算机程序产品，所述计算机程序产品包括存储在计算机可读存储介质上的计算机程序，所述计算机程序包括程序指令，当所述程序指令被计算机执行时，使所述计算机执行上述用于空调的运行模式推送方法。An embodiment of the present disclosure provides a computer program product, the computer program product includes a computer program stored on a computer-readable storage medium, the computer program includes program instructions, and when the program instructions are executed by a computer, the The computer executes the above-mentioned operation mode pushing method for the air conditioner.
上述的计算机可读存储介质可以是暂态计算机可读存储介质，也可以是非暂态计算机可读存储介质。The above-mentioned computer-readable storage medium may be a transitory computer-readable storage medium, or a non-transitory computer-readable storage medium.
本公开实施例的技术方案可以以软件产品的形式体现出来，该计算机软件产品存储在一个存储介质中，包括一个或多个指令用以使得一台计算机设备(可以是个人计算机，服务器，或者网络设备等)执行本公开实施例所述方法的全部或部分步骤。而前述的存储介质可以是非暂态存储介质，包括：U盘、移动硬盘、只读存储器(ROM，Read-Only Memory)、随机存取存储器(RAM，Random Access Memory)、磁碟或者光盘等多种可以存储程序代码的介质，也可以是暂态存储介质。The technical solutions of the embodiments of the present disclosure can be embodied in the form of software products, which are stored in a storage medium and include one or more instructions to make a computer device (which can be a personal computer, a server, or a network equipment, etc.) to perform all or part of the steps of the method described in the embodiments of the present disclosure. The aforementioned storage medium can be a non-transitory storage medium, including: U disk, mobile hard disk, read-only memory (ROM, Read-Only Memory), random access memory (RAM, Random Access Memory), magnetic disk or optical disk, etc. A medium that can store program code, or a transitory storage medium.
以上描述和附图充分地示出了本公开的实施例，以使本领域的技术人员能够实践它们。其他实施例可以包括结构的、逻辑的、电气的、过程的以及其他的改变。实施例仅代表可能的变化。除非明确要求，否则单独的部件和功能是可选的，并且操作的顺序可以变化。一些实施例的部分和特征可以被包括在或替换其他实施例的部分和特征。本公开实施例的范围包括权利要求书的整个范围，以及权利要求书的所有可获得的等同物。当用于本申请中时，虽然术语“第一”、“第二”等可能会在本申请中使用以描述各元件，但这些元件不应受到这些术语的限制。这些术语仅用于将一个元件与另一个元件区别开。比如，在不改变描述的含义的情况下，第一元件可以叫做第二元件，并且同样第，第二元件可以叫做第一元件，只要所有出现的“第一元件”一致重命名并且所有出现的“第二元件”一致重命名即可。第一元件和第二元件都是元件，但可以不是相同的元件。而且，本申请中使用的用词仅用于描述实施例并且不用于限制权利要求。如在实施例以及权利要求的描述中使用的，除非上下文清楚地表明，否则单数形式的“一个”(a)、“一个”(an)和“所述”(the)旨在同样包括复数形式。类似地，如在本申请中所使用的术语“和/或”是指包含一个或一个以上相关联的列出的任何以及所有可能的组合。另外，当用于本申请中时，术语“包括”(comprise)及其变型“包括”(comprises)和/或包括(comprising)等指陈述的特征、整体、步骤、操作、元素，和/或组件的存在，但不排除一个或一个以上其它特征、整体、步骤、操作、元素、组件和/或这些的分组的存在或添加。在没有更多限制的情况下，由语句“包括一个…”限定的要素，并不排除在包括所述要素的过程、方法或者设备中还存在另外的相同要素。本文中，每个实施例重点说明的可以是与其他实施例的不同之处，各个实施例之间相同相似部分可以互相参见。对于实施例公开的方法、产品等而言，如果其与实施例公开的方法部分相对应，那么相关之处可以参见方法部分的描述。The above description and drawings sufficiently illustrate the embodiments of the present disclosure to enable those skilled in the art to practice them. Other embodiments may incorporate structural, logical, electrical, procedural, and other changes. The examples merely represent possible variations. Individual components and functions are optional unless explicitly required, and the order of operations may vary. Portions and features of some embodiments may be included in or substituted for those of other embodiments. The scope of embodiments of the present disclosure includes the full scope of the claims, and all available equivalents of the claims. When used in the present application, although the terms 'first', 'second', etc. may be used in the present application to describe various elements, these elements should not be limited by these terms. These terms are only used to distinguish one element from another. For example, without changing the meaning of the description, a first element could be called a second element, and likewise, a second element could be called a first element, as long as all occurrences of "first element" are renamed consistently and all occurrences of "Second component" can be renamed consistently. The first element and the second element are both elements, but may not be the same element. Also, the terms used in the present application are used to describe the embodiments only and are not used to limit the claims. As used in the examples and description of the claims, the singular forms "a", "an" and "the" are intended to include the plural forms as well unless the context clearly indicates otherwise . Similarly, the term "and/or" as used in this application is meant to include any and all possible combinations of one or more of the associated listed ones. Additionally, when used in this application, the term "comprise" and its variants "comprises" and/or comprising (comprising) etc. refer to stated features, integers, steps, operations, elements, and/or The presence of a component does not preclude the presence or addition of one or more other features, integers, steps, operations, elements, components and/or groupings of these. Without further limitations, an element defined by the statement "comprising a ..." does not exclude the presence of additional identical elements in the process, method or apparatus comprising said element. Herein, what each embodiment focuses on may be the difference from other embodiments, and the same and similar parts of the various embodiments may refer to each other. For the method, product, etc. disclosed in the embodiment, if it corresponds to the method part disclosed in the embodiment, then the relevant part can refer to the description of the method part.
本领域技术人员可以意识到，结合本文中所公开的实施例描述的各示例的单元及算法步骤，能够以电子硬件、或者计算机软件和电子硬件的结合来实现。这些功能究竟以硬件还是软件方式来执行，可以取决于技术方案的特定应用和设计约束条件。所述技术人员可以对每个特定的应用来使用不同方法以实现所描述的功能，但是这种实现不应认为超出本公开实施例的范围。所述技术人员可以清楚地了解到，为描述的方便和简洁，上述描述的系统、装置和单元的具体工作过程，可以参考前述方法实施例中的对应过程，在此不再赘述。Those skilled in the art can appreciate that the units and algorithm steps of the examples described in conjunction with the embodiments disclosed herein can be implemented by electronic hardware, or a combination of computer software and electronic hardware. Whether these functions are performed by hardware or software may depend on the specific application and design constraints of the technical solution. Said artisans may implement the described functions using different methods for each particular application, but such implementation should not be regarded as exceeding the scope of the disclosed embodiments. The skilled person can clearly understand that for the convenience and brevity of the description, the specific working process of the above-described system, device and unit can refer to the corresponding process in the foregoing method embodiment, which will not be repeated here.
本文所披露的实施例中，所揭露的方法、产品(包括但不限于装置、设备等)，可以通过其它的方式实现。例如，以上所描述的装置实施例仅仅是示意性的，例如，所述单元的划分，可以仅仅为一种逻辑功能划分，实际实现时可以有另外的划分方式，例如多个单元或组件可以结合或者可以集成到另一个系统，或一些特征可以忽略，或不执行。另外，所显示或讨论的相互之间的耦合或直接耦合或通信连接可以是通过一些接口，装置或单元的间接耦合或通信连接，可以是电性，机械或其它的形式。所述作为分离部件说明的单元可以是或者也可以不是物理上分开的，作为单元显示的部件可以是或者也可以不是物理单元，即可以位于一个地方，或者也可以分布到多个网络单元上。可以根据实际的需要选择其中的部分或者全部单元来实现本实施例。另外，在本公开实施例中的各功能单元可以集成在一个处理单元中，也可以是各个单元单独物理存在，也可以两个或两个以上单元集成在一个单元中。In the embodiments disclosed herein, the disclosed methods and products (including but not limited to devices, equipment, etc.) can be implemented in other ways. For example, the device embodiments described above are only illustrative. For example, the division of the units may only be a logical function division. In actual implementation, there may be other division methods. For example, multiple units or components may be combined Or it can be integrated into another system, or some features can be ignored, or not implemented. In addition, the mutual coupling or direct coupling or communication connection shown or discussed may be through some interfaces, and the indirect coupling or communication connection of devices or units may be in electrical, mechanical or other forms. The units described as separate components may or may not be physically separated, and the components displayed as units may or may not be physical units, that is, they may be located in one place, or may be distributed to multiple network units. Some or all of the units can be selected according to actual needs to implement this embodiment. In addition, each functional unit in the embodiments of the present disclosure may be integrated into one processing unit, each unit may exist separately physically, or two or more units may be integrated into one unit.
附图中的流程图和框图显示了根据本公开实施例的系统、方法和计算机程序产品的可能实现的体系架构、功能和操作。在这点上，流程图或框图中的每个方框可以代表一个模块、程序段或代码的一部分，所述模块、程序段或代码的一部分包含一个或多个用于实现规定的逻辑功能的可执行指令。在有些作为替换的实现中，方框中所标注的功能也可以以不同于附图中所标注的顺序发生。例如，两个连续的方框实际上可以基本并行地执行，它们有时也可以按相反的顺序执行，这可以依所涉及的功能而定。在附图中的流程图和框图所对应的描述中，不同的方框所对应的操作或步骤也可以以不同于描述中所披露的顺序发生，有时不同的操作或步骤之间不存在特定的顺序。例如，两个连续的操作或步骤实际上可以基本并行地执行，它们有时也可以按相反的顺序执行，这可以依所涉及的功能而定。框图和/或流程图中的每个方框、以及框图和/或流程图中的方框的组合，可以用执行规定的功能或动作的专用的基于硬件的系统来实现，或者可以用专用硬件与计算机指令的组合来实现。The flowchart and block diagrams in the figures illustrate the architecture, functionality, and operation of possible implementations of systems, methods and computer program products according to embodiments of the disclosure. In this regard, each block in a flowchart or block diagram may represent a module, program segment, or part of code that includes one or more Executable instructions. In some alternative implementations, the functions noted in the block may occur out of the order noted in the figures. For example, two blocks in succession may, in fact, be executed substantially concurrently, or they may sometimes be executed in the reverse order, depending upon the functionality involved. In the descriptions corresponding to the flowcharts and block diagrams in the accompanying drawings, the operations or steps corresponding to different blocks may also occur in a different order than that disclosed in the description, and sometimes there is no specific agreement between different operations or steps. order. For example, two consecutive operations or steps may, in fact, be performed substantially concurrently, or they may sometimes be performed in the reverse order, depending upon the functionality involved. Each block in the block diagrams and/or flowcharts, and combinations of blocks in the block diagrams and/or flowcharts, can be implemented by a dedicated hardware-based system that performs the specified function or action, or can be implemented by dedicated hardware implemented in combination with computer instructions.
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| CN202110686217.2ACN113531818B (en) | 2021-06-21 | 2021-06-21 | Running mode pushing method and device for air conditioner and air conditioner |
| PCT/CN2022/088661WO2022267671A1 (en) | 2021-06-21 | 2022-04-24 | Air conditioner operation mode pushing method and apparatus, and air conditioner |
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| CN113531818B (en)* | 2021-06-21 | 2022-12-23 | 青岛海尔空调器有限总公司 | Running mode pushing method and device for air conditioner and air conditioner |
| CN114091336A (en)* | 2021-11-22 | 2022-02-25 | 中国第一汽车股份有限公司 | Air conditioner adjusting method and device, vehicle and storage medium |
| CN114322212A (en)* | 2021-12-28 | 2022-04-12 | 青岛海尔空调器有限总公司 | Air conditioner control method, device, electronic device, storage medium, and air conditioner |
| CN114811822B (en)* | 2022-03-14 | 2024-09-17 | 青岛海尔空调器有限总公司 | Method and device for controlling air conditioner, terminal equipment and storage medium |
| CN115220357A (en)* | 2022-07-04 | 2022-10-21 | 深圳天成通信科技有限公司 | Control method, system and server for comfortable and energy-saving intelligent building |
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| CN115479358B (en)* | 2022-09-14 | 2024-07-02 | 小米科技(武汉)有限公司 | Air conditioner control method and device, electronic equipment and storage medium |
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| CN107816781A (en)* | 2017-10-31 | 2018-03-20 | 珠海格力电器股份有限公司 | Control method and device of air conditioner |
| CN109974248B (en)* | 2019-04-01 | 2020-08-11 | 珠海格力电器股份有限公司 | Control method of air conditioner and air conditioner operation system |
| CN109974246B (en)* | 2019-04-17 | 2020-04-24 | 珠海格力电器股份有限公司 | Control method and control device of air conditioner and air conditioner |
| CN112325450A (en)* | 2019-08-05 | 2021-02-05 | 青岛海尔空调器有限总公司 | Acquisition method and control device for control parameters of intelligent air conditioner |
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| CN110595012B (en)* | 2019-09-23 | 2021-08-31 | 海信（广东）空调有限公司 | Recommended method and device for air conditioning operating mode |
| CN111442501B (en)* | 2020-03-30 | 2022-09-13 | 广东美的制冷设备有限公司 | Air conditioning equipment and control method and device thereof |
| CN113531818B (en)* | 2021-06-21 | 2022-12-23 | 青岛海尔空调器有限总公司 | Running mode pushing method and device for air conditioner and air conditioner |
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