CN112034727A - Smart scene-based home equipment management method and smart home control device - Google Patents
Smart scene-based home equipment management method and smart home control deviceDownload PDFInfo
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Abstract
Translated fromChinese
Description
Translated fromChinese技术领域technical field
本发明涉及智能家居技术领域，尤其涉及一种基于智能情景的家居设备管理方法及智能家居控制装置。The invention relates to the technical field of smart home, in particular to a home equipment management method and a smart home control device based on a smart scenario.
背景技术Background technique
智能家居通过物联网技术将各种智能家居设备(如、照明系统、窗帘控制、空调控制、安防系统等)连接到一起，实现照明控制、暖通控制、防盗报警等多种功能。其中，基于智能情景而实现的对智能家居设备的控制策略在智能家居系统的应用十分普遍。该控制策略通过构建智能情景与智能家居设备的运行状态的映射关系，在智能家居系统确定出当前的智能情景之后，控制智能家居设备在与该智能情景对应的运行状态下运行。Smart home connects various smart home devices (such as lighting system, curtain control, air conditioning control, security system, etc.) through Internet of Things technology to realize lighting control, HVAC control, anti-theft alarm and other functions. Among them, the control strategy for smart home devices based on smart scenarios is widely used in smart home systems. The control strategy controls the smart home equipment to run in the operating state corresponding to the smart scene after the smart home system determines the current smart scene by constructing a mapping relationship between the smart scene and the operating state of the smart home equipment.
然而，实践发现，智能情景与智能家居设备的运行状态的映射关系是智能家居系统的设计者统一定义的，当使用者需要改变某一智能情景下的若干个智能家居设备的运行状态时，往往需要对上述若干个智能家居设备中的每一个进行设置，这给使用者带来了较大不便，不利于满足人们家居生活的个性化需求，也不利于智能家居系统的智能化发展。可见，如何使得智能家居系统的智能情景模式下的智能家居设备的运行状态更加便捷地进行变更，从而有利于满足人们的个性化需求，是亟需解决的问题。However, it has been found in practice that the mapping relationship between smart scenarios and the operating states of smart home devices is uniformly defined by the designers of smart home systems. When users need to change the operating states of several smart home devices in a smart scenario, they often Each of the above-mentioned several smart home devices needs to be set, which brings great inconvenience to the user, is not conducive to meeting the individual needs of people's home life, and is not conducive to the intelligent development of the smart home system. It can be seen that how to make the operation state of the smart home equipment in the smart scene mode of the smart home system change more conveniently, so as to help meet people's individual needs, is an urgent problem to be solved.
发明内容SUMMARY OF THE INVENTION
本发明所要解决的技术问题在于，提供一种基于智能情景的家居设备管理方法及智能家居控制装置，能够使得智能家居系统的智能情景模式下的智能家居设备的运行状态更加便捷地进行变更，从而有利于满足人们的个性化需求。The technical problem to be solved by the present invention is to provide a home equipment management method and a smart home control device based on an intelligent situation, which can make the operation state of the intelligent home equipment under the intelligent situation mode of the intelligent home system more convenient to change, thereby Conducive to meeting people's individual needs.
为了解决上述技术问题，本发明第一方面公开了一种基于智能情景的家居设备管理方法，应用于智能家居系统，所述智能家居系统包括智能家居设备、网关和智能家居服务主机，其中，所述网关分别与所述智能家居服务主机以及所述智能家居设备通信连接，所述方法包括：In order to solve the above-mentioned technical problems, the first aspect of the present invention discloses a home equipment management method based on a smart scenario, which is applied to a smart home system. The smart home system includes a smart home device, a gateway and a smart home service host, wherein all the The gateway is communicated and connected with the smart home service host and the smart home device, respectively, and the method includes:
所述智能家居服务主机获取所述智能家居设备的统计信息，其中，所述统计信息包括用电量统计信息，所述用电量统计信息包括某一时刻某一智能家居设备对应的用电的计量信息；The smart home service host obtains statistical information of the smart home device, wherein the statistical information includes power consumption statistical information, and the power consumption statistical information includes the power consumption corresponding to a certain smart home device at a certain time. metering information;
所述智能家居服务主机根据所述统计信息，确定目标智能情景；The smart home service host determines a target smart scenario according to the statistical information;
所述智能家居服务主机根据所述目标智能情景，向所述网关发送控制指令，使得所述网关控制所述智能家居设备执行与所述目标智能情景对应的操作。The smart home service host sends a control instruction to the gateway according to the target smart context, so that the gateway controls the smart home device to perform operations corresponding to the target smart context.
作为一种可选的实施方式，在本发明第一方面中，所述智能家居服务主机获取所述智能家居设备的统计信息，包括：As an optional implementation manner, in the first aspect of the present invention, the smart home service host obtains the statistical information of the smart home device, including:
所述智能家居服务主机根据所述网关在预设时间段内所统计的所述智能家居设备的第一用电量信息，确定所述智能家居设备的用电量统计信息。The smart home service host determines the power consumption statistics of the smart home device according to the first power consumption information of the smart home device collected by the gateway within a preset time period.
作为一种可选的实施方式，在本发明第一方面中，所述智能家居服务主机根据所述统计信息，确定目标智能情景，包括：As an optional implementation manner, in the first aspect of the present invention, the smart home service host determines the target smart scenario according to the statistical information, including:
所述智能家居服务主机根据所述统计信息和预先确定的智能情景预测模型，获得智能情景预测结果，其中，所述预先确定的智能情景预测模型包括预先确定的LSTM神经网络和预先确定的与所述LSTM神经网络对应的权值函数，所述智能情景预测结果包括所述智能情景预测模型所预测的智能情景类型和所述智能情景类型对应的置信度；The smart home service host obtains a smart scenario prediction result according to the statistical information and a predetermined smart scenario prediction model, wherein the predetermined smart scenario prediction model includes a predetermined LSTM neural network and a predetermined smart scenario prediction model. The weight function corresponding to the LSTM neural network, and the intelligent scenario prediction result includes the intelligent scenario type predicted by the intelligent scenario prediction model and the confidence level corresponding to the intelligent scenario type;
所述智能家居服务主机根据所述智能情景预测结果，确定目标智能情景。The smart home service host determines a target smart scenario according to the smart scenario prediction result.
作为一种可选的实施方式，在本发明第一方面中，所述智能家居系统还包括与所述智能家居服务主机通信连接的业主服务终端，As an optional implementation manner, in the first aspect of the present invention, the smart home system further includes an owner service terminal that is communicatively connected to the smart home service host,
所述智能家居服务主机根据所述目标智能情景，向所述网关发送控制指令，使得所述网关控制所述智能家居设备执行与所述目标智能情景对应的操作之后，所述方法还包括：After the smart home service host sends a control instruction to the gateway according to the target smart context, so that the gateway controls the smart home device to perform operations corresponding to the target smart context, the method further includes:
所述智能家居服务主机获取由所述网关发送的针对所述控制指令的第一反馈信息，并将所述第一反馈信息转发至所述业主服务终端，以供业主通过所述业主服务终端获取所述第一反馈信息，其中，所述第一反馈信息包括所述目标智能情景的类型信息和/或所述智能家居设备根据所述控制指令的执行操作信息。The smart home service host acquires the first feedback information for the control instruction sent by the gateway, and forwards the first feedback information to the owner service terminal for the owner to obtain through the owner service terminal The first feedback information, wherein the first feedback information includes the type information of the target smart context and/or the execution operation information of the smart home device according to the control instruction.
作为一种可选的实施方式，在本发明第一方面中，所述智能家居系统还包括与所述智能家居服务主机通信连接的物业服务终端，As an optional implementation manner, in the first aspect of the present invention, the smart home system further includes a property service terminal communicatively connected to the smart home service host,
所述智能家居服务主机根据所述目标智能情景，向所述网关发送控制指令，使得所述网关控制所述智能家居设备执行与所述目标智能情景对应的操作之后，所述方法还包括：After the smart home service host sends a control instruction to the gateway according to the target smart context, so that the gateway controls the smart home device to perform operations corresponding to the target smart context, the method further includes:
所述智能家居服务主机获取针对所述网关的物管权限信息；The smart home service host obtains property management authority information for the gateway;
所述智能家居服务主机根据所述物管权限信息，判断所述物业服务终端是否有权限获取第二反馈信息，其中，所述第二反馈信息包括所述目标智能情景和/或由业主授权物业管理人员获取的所述智能家居设备根据所述控制指令的执行操作信息；The smart home service host determines whether the property service terminal has the right to obtain second feedback information according to the property management authority information, wherein the second feedback information includes the target smart scene and/or the property authorized by the owner The execution operation information of the smart home device obtained by the management personnel according to the control instruction;
当判断出所述物业服务终端有权限获取第二反馈信息时，所述智能家居服务主机获取所述网关发送所述第二反馈信息，并将所述第二反馈信息转发至所述物业服务终端，以供物业管理人员通过所述物业服务终端获悉所述第二反馈信息。When judging that the property service terminal has the right to obtain the second feedback information, the smart home service host acquires the second feedback information sent by the gateway, and forwards the second feedback information to the property service terminal , so that the property management personnel can learn the second feedback information through the property service terminal.
作为一种可选的实施方式，在本发明第一方面中，所述智能家居系统还包括与所述智能家居服务主机通信连接的云端服务器，所述方法还包括：As an optional implementation manner, in the first aspect of the present invention, the smart home system further includes a cloud server communicatively connected to the smart home service host, and the method further includes:
所述智能家居服务主机获取由所述云端服务器发送的第一网关配置信息；The smart home service host acquires the first gateway configuration information sent by the cloud server;
所述智能家居服务主机获取由所述网关发送的第二网关配置信息；The smart home service host obtains the second gateway configuration information sent by the gateway;
所述智能家居服务主机判断所述第一网关配置信息与所述第二网关配置信息是否匹配；The smart home service host determines whether the first gateway configuration information matches the second gateway configuration information;
当判断出所述第一网关配置信息与所述第二网关配置信息不匹配时，所述智能家居服务主机向所述网关发送配置更新指令，以控制所述网关根据所述第一网关配置信息，执行配置更新的操作。When judging that the first gateway configuration information does not match the second gateway configuration information, the smart home service host sends a configuration update instruction to the gateway, so as to control the gateway according to the first gateway configuration information to perform the configuration update operation.
作为一种可选的实施方式，在本发明第一方面中，所述智能家居设备包括门窗、灯具、窗帘、空调、热水器、光照检测设备和人体检测设备的其中一种或多种的组合。As an optional implementation manner, in the first aspect of the present invention, the smart home device includes a combination of one or more of doors and windows, lamps, curtains, air conditioners, water heaters, light detection devices and human body detection devices.
可见，本发明第一方面公开的基于智能情景的家居设备管理方法，能够根据统计信息，确定目标智能情景，并向网关发送控制指令，使得网关控制智能家居设备执行与目标智能情景对应的操作，这有利于根据智能家居设备的使用者的日常习惯，对智能家居设备的运作进行控制，从而有利于使得智能家居系统的智能情景模式下的智能家居设备的运行状态更加便捷地进行变更，以满足使用者对于家居生活的个性化需求，进而有利于智能家居系统的智能化发展。It can be seen that the smart-scenario-based home appliance management method disclosed in the first aspect of the present invention can determine the target smart scenario according to the statistical information, and send a control instruction to the gateway, so that the gateway controls the smart home appliance to perform operations corresponding to the target smart scenario, This is beneficial to control the operation of the smart home device according to the daily habits of the user of the smart home device, so as to make it easier to change the operation state of the smart home device in the smart scene mode of the smart home system to meet the requirements of the smart home device. Users' personalized needs for home life are conducive to the intelligent development of smart home systems.
本发明第二方面公开了一种智能家居控制装置，应用于智能家居系统，所述智能家居系统包括智能家居设备、网关和智能家居服务主机，所述智能家居控制装置设置在智能家居服务主机上，其中，所述网关分别与所述智能家居服务主机以及所述智能家居设备通信连接，所述智能家居服务主机包括获取模块、确定模块和发送模块；A second aspect of the present invention discloses a smart home control device, which is applied to a smart home system. The smart home system includes a smart home device, a gateway and a smart home service host. The smart home control device is set on the smart home service host. , wherein the gateway is in communication connection with the smart home service host and the smart home device respectively, and the smart home service host includes an acquisition module, a determination module and a sending module;
所述获取模块，用于获取所述智能家居设备的统计信息，其中，所述统计信息包括用电量统计信息，所述用电量统计信息包括某一时刻某一智能家居设备对应的用电的计量信息；The obtaining module is configured to obtain statistical information of the smart home device, wherein the statistical information includes power consumption statistics, and the power consumption statistics include power consumption corresponding to a certain smart home device at a certain time measurement information;
所述确定模块，用于根据所述统计信息，确定目标智能情景；the determining module, configured to determine the target intelligent situation according to the statistical information;
所述发送模块，用于根据所述目标智能情景，向所述网关发送控制指令，使得所述网关控制所述智能家居设备执行与所述目标智能情景对应的操作。The sending module is configured to send a control instruction to the gateway according to the target smart scenario, so that the gateway controls the smart home device to perform an operation corresponding to the target smart scenario.
作为一种可选的实施方式，在本发明第二方面中，所述获取模块获取所述智能家居设备的统计信息的具体方式为：As an optional implementation manner, in the second aspect of the present invention, the specific manner in which the acquiring module acquires the statistical information of the smart home device is:
根据所述网关在预设时间段内所统计的所述智能家居设备的第一用电量信息，确定所述智能家居设备的用电量统计信息。According to the first electricity consumption information of the smart home device collected by the gateway within a preset time period, the electricity consumption statistics information of the smart home device is determined.
作为一种可选的实施方式，在本发明第二方面中，所述确定模块根据所述统计信息，确定目标智能情景的具体方式为：As an optional implementation manner, in the second aspect of the present invention, the specific manner in which the determining module determines the target intelligent scenario according to the statistical information is:
根据所述统计信息和预先确定的智能情景预测模型，获得智能情景预测结果，其中，所述预先确定的智能情景预测模型包括预先确定的LSTM神经网络和预先确定的与所述LSTM神经网络对应的权值函数，所述智能情景预测结果包括所述智能情景预测模型所预测的智能情景类型和所述智能情景类型对应的置信度；Obtain an intelligent scenario prediction result according to the statistical information and a predetermined intelligent scenario prediction model, wherein the predetermined intelligent scenario prediction model includes a predetermined LSTM neural network and a predetermined predetermined corresponding to the LSTM neural network. a weight function, where the intelligent scenario prediction result includes an intelligent scenario type predicted by the intelligent scenario prediction model and a confidence level corresponding to the intelligent scenario type;
根据所述智能情景预测结果，确定目标智能情景。According to the intelligent situation prediction result, the target intelligent situation is determined.
作为一种可选的实施方式，在本发明第二方面中，所述智能家居系统还包括与所述智能家居服务主机通信连接的业主服务终端，As an optional implementation manner, in the second aspect of the present invention, the smart home system further includes an owner service terminal that is communicatively connected to the smart home service host,
以及所述智能家居服务主机还包括第一转发模块，And the smart home service host also includes a first forwarding module,
所述获取模块，还用于在所述发送模块根据所述目标智能情景，向所述网关发送控制指令，使得所述网关控制所述智能家居设备执行与所述目标智能情景对应的操作之后，获取由所述网关发送的针对所述控制指令的第一反馈信息，其中，所述第一反馈信息包括所述目标智能情景的类型信息和/或所述智能家居设备根据所述控制指令的执行操作信息，The obtaining module is further configured to, after the sending module sends a control instruction to the gateway according to the target smart scenario, so that the gateway controls the smart home device to perform an operation corresponding to the target smart scenario, Acquiring first feedback information for the control instruction sent by the gateway, wherein the first feedback information includes type information of the target smart context and/or execution of the control instruction by the smart home device operating information,
所述第一转发模块，用于将所述第一反馈信息转发至所述业主服务终端，以供业主通过所述业主服务终端获取所述第一反馈信息。The first forwarding module is configured to forward the first feedback information to the owner service terminal, so that the owner can obtain the first feedback information through the owner service terminal.
作为一种可选的实施方式，在本发明第二方面中，所述智能家居系统还包括与所述智能家居服务主机通信连接的物业服务终端，As an optional implementation manner, in the second aspect of the present invention, the smart home system further includes a property service terminal communicatively connected to the smart home service host,
所述智能家居服务主机还包括第一判断模块和第二转发模块，The smart home service host further includes a first judgment module and a second forwarding module,
所述获取模块，还用于在所述发送模块根据所述目标智能情景，向所述网关发送控制指令，使得所述网关控制所述智能家居设备执行与所述目标智能情景对应的操作之后，获取针对所述网关的物管权限信息，The obtaining module is further configured to, after the sending module sends a control instruction to the gateway according to the target smart scenario, so that the gateway controls the smart home device to perform an operation corresponding to the target smart scenario, Obtain the property management authority information for the gateway,
所述第一判断模块，用于根据所述物管权限信息，判断所述物业服务终端是否有权限获取第二反馈信息，其中，所述第二反馈信息包括所述目标智能情景的类型信息和/或由业主授权物业管理人员获取的所述智能家居设备根据所述控制指令的执行操作信息；The first judgment module is configured to judge whether the property service terminal has the authority to obtain second feedback information according to the property management authority information, wherein the second feedback information includes the type information of the target intelligent situation and the / or the execution operation information of the smart home device according to the control instruction obtained by the property management personnel authorized by the owner;
所述获取模块，还用于在所述判断模块判断出所述物业服务终端有权限获取第二反馈信息之后，获取所述网关发送所述第二反馈信息，The obtaining module is further configured to obtain the second feedback information sent by the gateway after the judgment module judges that the property service terminal has the right to obtain the second feedback information,
所述第二转发模块，用于将所述第二反馈信息转发至所述物业服务终端，以供物业管理人员通过所述物业服务终端获悉所述第二反馈信息。The second forwarding module is configured to forward the second feedback information to the property service terminal, so that the property management personnel can learn the second feedback information through the property service terminal.
作为一种可选的实施方式，在本发明第二方面中，所述智能家居系统还包括与所述智能家居服务主机通信连接的云端服务器，As an optional implementation manner, in the second aspect of the present invention, the smart home system further includes a cloud server communicatively connected to the smart home service host,
所述智能家居服务主机还包括第二判断模块The smart home service host also includes a second judgment module
所述获取模块，还用于获取由所述云端服务器发送的第一网关配置信息，The obtaining module is further configured to obtain the first gateway configuration information sent by the cloud server,
所述获取模块，还用于获取由所述网关发送的第二网关配置信息，The obtaining module is further configured to obtain the second gateway configuration information sent by the gateway,
所述第二判断模块，用于判断所述第一网关配置信息与所述第二网关配置信息是否匹配，The second judging module is configured to judge whether the configuration information of the first gateway matches the configuration information of the second gateway,
所述发送模块，还用于在所述第二判断模块判断出所述第一网关配置信息与所述第二网关配置信息不匹配之后，向所述网关发送配置更新指令，以控制所述网关根据所述第一网关配置信息，执行配置更新的操作。The sending module is further configured to send a configuration update instruction to the gateway to control the gateway after the second judging module judges that the configuration information of the first gateway does not match the configuration information of the second gateway According to the first gateway configuration information, a configuration update operation is performed.
作为一种可选的实施方式，在本发明第二方面中，所述智能家居设备包括门窗、灯具、窗帘、空调、热水器、光照检测设备和人体检测设备的其中一种或多种的组合。As an optional implementation manner, in the second aspect of the present invention, the smart home device includes a combination of one or more of doors and windows, lamps, curtains, air conditioners, water heaters, light detection devices and human body detection devices.
可见，本发明第二方面公开的智能家居控制装置，能够根据统计信息，确定目标智能情景，并向网关发送控制指令，使得网关控制智能家居设备执行与目标智能情景对应的操作，这有利于根据智能家居设备的使用者的日常习惯，对智能家居设备的运作进行控制，从而有利于使得智能家居系统的智能情景模式下的智能家居设备的运行状态更加便捷地进行变更，以满足使用者对于家居生活的个性化需求，进而有利于智能家居系统的智能化发展。It can be seen that the smart home control device disclosed in the second aspect of the present invention can determine the target smart scene according to the statistical information, and send control instructions to the gateway, so that the gateway controls the smart home equipment to perform operations corresponding to the target smart scene, which is beneficial to the The daily habits of the users of the smart home equipment control the operation of the smart home equipment, which is conducive to making the operation status of the smart home equipment in the smart scene mode of the smart home system more convenient to change, so as to meet the users' concerns about the home. The personalized needs of life are conducive to the intelligent development of smart home systems.
本发明第三方面公开了另一种智能家居控制装置，所述装置包括：A third aspect of the present invention discloses another smart home control device, the device comprising:
存储有可执行程序代码的存储器；a memory in which executable program code is stored;
与所述存储器耦合的处理器；a processor coupled to the memory;
所述处理器调用所述存储器中存储的所述可执行程序代码，执行本发明第一方面公开的基于智能情景的家居设备管理方法。The processor invokes the executable program code stored in the memory to execute the smart context-based home device management method disclosed in the first aspect of the present invention.
本发明第四方面公开了一种计算机可读存储介质，所述计算机可读存储介质存储有计算机指令，所述计算机指令被调用时，用于执行本发明第一方面公开的基于智能情景的家居设备管理方法。A fourth aspect of the present invention discloses a computer-readable storage medium, the computer-readable storage medium stores computer instructions, and when the computer instructions are invoked, is used to execute the smart-scenario-based home furnishing disclosed in the first aspect of the present invention Device management method.
附图说明Description of drawings
为了更清楚地说明本发明实施例中的技术方案，下面将对实施例描述中所需要使用的附图作简单地介绍，显而易见地，下面描述中的附图仅仅是本发明的一些实施例，对于本领域普通技术人员来讲，在不付出创造性劳动的前提下，还可以根据这些附图获得其他的附图。In order to illustrate the technical solutions in the embodiments of the present invention more clearly, the following briefly introduces the accompanying drawings used in the description of the embodiments. Obviously, the accompanying drawings in the following description are only some embodiments of the present invention. For those of ordinary skill in the art, other drawings can also be obtained from these drawings without creative effort.
图1是本发明实施例的一种智能家居系统的结构示意图；1 is a schematic structural diagram of a smart home system according to an embodiment of the present invention;
图2是本发明实施例的一种基于智能情景的家居设备管理方法的流程示意图；FIG. 2 is a schematic flowchart of a smart scenario-based home equipment management method according to an embodiment of the present invention;
图3是本发明实施例的一种智能家居控制装置的结构示意图；3 is a schematic structural diagram of a smart home control device according to an embodiment of the present invention;
图4是本发明实施例的另一种智能家居控制装置的结构示意图；4 is a schematic structural diagram of another smart home control device according to an embodiment of the present invention;
图5是本发明实施例的又一种智能家居控制装置的结构示意图。FIG. 5 is a schematic structural diagram of another smart home control device according to an embodiment of the present invention.
具体实施方式Detailed ways
为了使本技术领域的人员更好地理解本发明方案，下面将结合本发明实施例中的附图，对本发明实施例中的技术方案进行清楚、完整地描述，显然，所描述的实施例仅仅是本发明一部分实施例，而不是全部的实施例。基于本发明中的实施例，本领域普通技术人员在没有作出创造性劳动前提下所获得的所有其他实施例，都属于本发明保护的范围。In order to make those skilled in the art better understand the solutions of the present invention, the technical solutions in the embodiments of the present invention will be clearly and completely described below with reference to the accompanying drawings in the embodiments of the present invention. Obviously, the described embodiments are only These are some embodiments of the present invention, but not all embodiments. Based on the embodiments of the present invention, all other embodiments obtained by those of ordinary skill in the art without creative efforts shall fall within the protection scope of the present invention.
本发明的说明书和权利要求书中的术语“第一”、“第二”等是用于区别不同对象，而不是用于描述特定顺序。此外，术语“包括”和“具有”以及它们任何变形，意图在于覆盖不排他的包含。例如包含了一系列步骤或单元的过程、方法、装置、产品或设备没有限定于已列出的步骤或单元，而是可选地还包括没有列出的步骤或单元，或可选地还包括对于这些过程、方法、产品或设备固有的其他步骤或单元。The terms "first", "second" and the like in the description and claims of the present invention are used to distinguish different objects, rather than 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 device comprising a series of steps or units is not limited to the listed steps or units, but optionally also includes unlisted steps or units, or optionally also includes For other steps or units inherent to these processes, methods, products or devices.
在本文中提及“实施例”意味着，结合实施例描述的特定特征、结构或特性可以包含在本发明的至少一个实施例中。在说明书中的各个位置出现该短语并不一定均是指相同的实施例，也不是与其它实施例互斥的独立的或备选的实施例。本领域技术人员显式地和隐式地理解的是，本文所描述的实施例可以与其它实施例相结合。Reference herein to an "embodiment" means that a particular feature, structure, or characteristic described in connection with the embodiment can be included in at least one embodiment of the present invention. The appearances of the phrase in various places in the specification are not necessarily all referring to the same embodiment, nor a separate or alternative embodiment that is mutually exclusive of other embodiments. It is explicitly and implicitly understood by those skilled in the art that the embodiments described herein may be combined with other embodiments.
本发明公开了一种基于智能情景的家居设备管理方法及智能家居控制装置，能够根据统计信息，确定目标智能情景，并向网关发送控制指令，使得网关控制智能家居设备执行与目标智能情景对应的操作，这有利于根据智能家居设备的使用者的日常习惯，对智能家居设备的运作进行控制，从而有利于使得智能家居系统的智能情景模式下的智能家居设备的运行状态更加便捷地进行变更，以满足使用者对于家居生活的个性化需求，进而有利于智能家居系统的智能化发展。The invention discloses a home equipment management method and a smart home control device based on an intelligent situation, which can determine a target intelligent situation according to statistical information, and send a control instruction to a gateway, so that the gateway controls the intelligent home equipment to execute the operation corresponding to the target intelligent situation. operation, which is beneficial to control the operation of the smart home device according to the daily habits of the user of the smart home device, thereby making it easier to change the running state of the smart home device in the smart scene mode of the smart home system, In order to meet the personalized needs of users for home life, it is conducive to the intelligent development of smart home systems.
为了更好的理解本发明所描述的基于智能情景的家居设备管理方法及智能家居控制装置，首先对基于智能情景的家居设备管理方法的智能家居系统加以描述，具体的，该智能家居系统的结构示意图可以如图1所示。如图1所示，智能家居系统包括智能家居设备、网关和智能家居服务主机，网关分别与智能家居服务主机以及智能家居设备通信连接。其中，智能家居设备可以是设置在使用者的住宅的各种智能设备，具体地，可以是生活电器(如电饭煲、电视机、咖啡机等)、照明灯具、安防设备(如智能门窗、监控设备、智能报警器等)等其中的一种或多种。网关与应用场景中的住宅相对应设置，具体地，一个住宅中可以设置一个网关，或者一个住宅中可以设置若干个关联的网关。智能家居服务主机，可以与应用场景中的社区相对应设置，具体地，可以根据需要，在一个社区中设置一个智能家居服务主机，也可以在一个社区中设置若干个关联的智能家居服务主机。服务终端可以作为与应用场景的人机交互终端使用，具体地，可以设置供业主使用的业主服务终端，也可以设置供物业管理者使用的物业服务终端，还可以根据需要，设置供检修人员使用的系统维护服务终端。In order to better understand the smart-scenario-based home equipment management method and smart-home control device described in the present invention, the smart-home system based on the smart-scenario-based home equipment management method is first described. Specifically, the structure of the smart home system A schematic diagram can be shown in Figure 1. As shown in FIG. 1 , the smart home system includes a smart home device, a gateway and a smart home service host, and the gateway is respectively connected to the smart home service host and the smart home device for communication and connection. Among them, the smart home equipment can be various smart devices installed in the user's residence, specifically, it can be household electrical appliances (such as rice cookers, televisions, coffee machines, etc.), lighting fixtures, security equipment (such as smart doors and windows, monitoring equipment, etc.) , intelligent alarm, etc.) and so on one or more of them. The gateway is set corresponding to the residence in the application scenario. Specifically, one gateway may be set in one residence, or several associated gateways may be set in one residence. The smart home service host can be set corresponding to the community in the application scenario. Specifically, one smart home service host can be set in a community according to needs, or several associated smart home service hosts can be set in a community. The service terminal can be used as a human-computer interaction terminal with application scenarios. Specifically, the owner service terminal for the owner can be set up, the property service terminal for the property manager can also be set up, and it can also be set up for the maintenance personnel as needed. system maintenance service terminal.
进一步的，智能家居设备与网关的通信连接可以是无线通信连接，具体地，智能家居设备可以与网关通过ZigBee协议实现无线通信连接。Further, the communication connection between the smart home device and the gateway may be a wireless communication connection. Specifically, the smart home device and the gateway may implement a wireless communication connection through the ZigBee protocol.
又进一步的，智能家居服务主机可以选用Linux操作系统。Still further, the smart home service host can use a Linux operating system.
又进一步的，智能家居服务主机与网关的通信可以基于TCP/IP协议实现。Still further, the communication between the smart home service host and the gateway can be implemented based on the TCP/IP protocol.
又进一步的，该智能家居系统还可以包括与智能家居服务主机通信连接的云端服务器。Still further, the smart home system may further include a cloud server that is communicatively connected to the smart home service host.
又进一步的，智能家居服务主机可以基于HTTP协议和/或MQTT协议实现与云端服务器的通信连接。Still further, the smart home service host may implement a communication connection with the cloud server based on the HTTP protocol and/or the MQTT protocol.
又进一步的，服务终端还可以与云端服务器通信连接。Still further, the service terminal may also be in communication connection with the cloud server.
需要说明的是，图1所示的智能家居系统结构示意图只是为了表示基于智能情景的家居设备管理方法所对应的智能家居系统，涉及到的器件只是示意性展现，具体的结构/尺寸/形状/所在的位置/所安装的方式等可根据实际场景进行适应性调整，图1所示的结构示意图对此不作限定。It should be noted that the schematic structural diagram of the smart home system shown in FIG. 1 is only to represent the smart home system corresponding to the smart scenario-based home equipment management method, and the devices involved are only schematic representations. The specific structure/size/shape/ The location/installation method, etc. can be adaptively adjusted according to the actual scene, which is not limited by the structural schematic diagram shown in FIG. 1 .
以上对基于智能情景的家居设备管理方法的智能家居系统做了描述，下面对基于智能情景的家居设备管理方法及智能家居控制装置进行详细的描述。The smart home system based on the smart scenario-based home device management method has been described above, and the following describes the smart scenario-based home device management method and smart home control device in detail.
请参阅图2，图2是本发明第一方面公开的一种基于智能情景的家居设备管理方法的流程示意图。其中，图2所描述的基于智能情景的家居设备管理方法适用于图1所描述的智能家居系统中。如图2所示，该基于智能情景的家居设备管理方法可以包括以下操作：Please refer to FIG. 2 . FIG. 2 is a schematic flowchart of a smart context-based home device management method disclosed in the first aspect of the present invention. Wherein, the smart-scenario-based home equipment management method described in FIG. 2 is applicable to the smart home system described in FIG. 1 . As shown in FIG. 2 , the smart-scenario-based home device management method may include the following operations:
101、智能家居服务主机获取智能家居设备的统计信息。101. The smart home service host acquires statistical information of the smart home device.
本发明实施例中，统计信息可以包括用电量统计信息。可选的，该统计信息还可以包括与智能家居设备的明细信息(如，智能家居设备名称、型号、厂家等信息)和/或智能家居设备的工作日志信息。当该智能家居设备具有检测装置时，如，光照强度检测装置、人体检测装置等，该统计信息还可以包括检测信息，如，光照强度信息、某区域内的人体的移动轨迹的信息等。In this embodiment of the present invention, the statistical information may include electricity consumption statistical information. Optionally, the statistical information may also include detailed information about the smart home device (eg, information such as the name, model, manufacturer, etc. of the smart home device) and/or work log information of the smart home device. When the smart home device has a detection device, such as a light intensity detection device, a human body detection device, etc., the statistical information may also include detection information, such as light intensity information, information on the movement trajectory of a human body in a certain area, and the like.
本发明实施例中，用电量统计信息可以包括某一时刻某一智能家居设备对应的用电的计量信息。In the embodiment of the present invention, the statistical information of electricity consumption may include metering information of electricity consumption corresponding to a certain smart home device at a certain time.
本发明实施例中，可选的，智能家居设备包括门窗、灯具、窗帘、空调、热水器、光照检测设备和人体检测设备的其中一种或多种的组合。In the embodiment of the present invention, optionally, the smart home equipment includes a combination of one or more of doors and windows, lamps, curtains, air conditioners, water heaters, light detection equipment and human body detection equipment.
102、智能家居服务主机根据统计信息，确定目标智能情景。102. The smart home service host determines a target smart scenario according to the statistical information.
本发明实施例中，目标智能情景是在智能家居系统的智能情景中，根据统计信息而确定的。可选地，智能家居系统的智能情景可以根据使用者的空间位置而主要分为离家情景、回家情景和在家情景，也可以根据使用者的日常生活习惯，对于在家情景细分为会客情景和个人活动情景；进一步可选的，个人活动情景可以进一步细分为睡眠情景、休闲情景和娱乐情景等。因此，目标智能情景可以是以上智能家居系统的智能情景的其中一种。In the embodiment of the present invention, the target smart scenario is determined according to statistical information in the smart scenario of the smart home system. Optionally, the smart scenarios of the smart home system can be mainly divided into leaving-home scenarios, returning-home scenarios and at-home scenarios according to the user's spatial location, and can also be subdivided into meeting guests according to the user's daily habits. Scenarios and personal activity scenarios; further optional, personal activity scenarios can be further subdivided into sleep scenarios, leisure scenarios, and entertainment scenarios. Therefore, the target smart context may be one of the smart contexts of the above smart home system.
103、智能家居服务主机根据目标智能情景，向网关发送控制指令，使得网关控制智能家居设备执行与目标智能情景对应的操作。103. The smart home service host sends a control instruction to the gateway according to the target smart scenario, so that the gateway controls the smart home device to perform operations corresponding to the target smart scenario.
可见，实施图2所描述的基于智能情景的家居设备管理方法，能够根据统计信息，确定目标智能情景，并向网关发送控制指令，使得网关控制智能家居设备执行与目标智能情景对应的操作，这有利于根据智能家居设备的使用者的日常习惯，对智能家居设备的运作进行控制，从而有利于使得智能家居系统的智能情景模式下的智能家居设备的运行状态更加便捷地进行变更，以满足使用者对于家居生活的个性化需求，进而有利于智能家居系统的智能化发展。It can be seen that, implementing the smart-scenario-based home appliance management method described in FIG. 2 can determine the target smart scenario according to the statistical information, and send a control command to the gateway, so that the gateway controls the smart home appliance to perform operations corresponding to the target smart scenario. It is beneficial to control the operation of the smart home device according to the daily habits of the user of the smart home device, so as to make the operation status of the smart home device in the smart scene mode of the smart home system more convenient to be changed to meet the needs of use. The personalized needs of the home life of the users are conducive to the intelligent development of the smart home system.
在本发明的一些具体实施例中，智能家居服务主机获取智能家居设备的统计信息的步骤，可以包括以下操作：In some specific embodiments of the present invention, the step of acquiring the statistical information of the smart home device by the smart home service host may include the following operations:
智能家居服务主机根据网关在预设时间段内所统计的智能家居设备的第一用电量信息，确定智能家居设备的用电量统计信息。The smart home service host determines the power consumption statistics of the smart home device according to the first power consumption information of the smart home device collected by the gateway within the preset time period.
在该实施例中，预设时间段可以根据实际应用场景的不同而确定，比如，5分钟或者10分钟。In this embodiment, the preset time period may be determined according to different actual application scenarios, for example, 5 minutes or 10 minutes.
在该实施例中，第一用电量信息用于表示智能家居设备在该预设时间段内的用电量，具体地，第一用电量信息可以包括通过网关检测所得的智能家居设备的功率、电压、电流等。In this embodiment, the first power consumption information is used to represent the power consumption of the smart home device within the preset time period. Specifically, the first power consumption information may include the information of the smart home device detected by the gateway. Power, voltage, current, etc.
可见，本发明的一些具体实施例还能根据网关所获取智能家居设备的第一用电量信息，确定智能家居设备的用电量统计信息，这有利于提高用电量统计信息的准确性，从而有利于智能家居服务主机对智能家居设备的运作进行控制，进而有利于提高智能家居系统的智能化。It can be seen that some specific embodiments of the present invention can also determine the electricity consumption statistics of the smart home device according to the first electricity consumption information of the smart home device obtained by the gateway, which is beneficial to improve the accuracy of the electricity consumption statistics. Therefore, it is beneficial for the smart home service host to control the operation of the smart home equipment, which in turn is beneficial to improve the intelligence of the smart home system.
在本发明的一些具体实施例中，智能家居服务主机根据统计信息，确定目标智能情景的步骤，可以包括以下操作：In some specific embodiments of the present invention, the step of determining the target smart scenario by the smart home service host according to the statistical information may include the following operations:
智能家居服务主机根据统计信息和预先确定的智能情景预测模型，获得智能情景预测结果，The smart home service host obtains the smart scenario prediction result according to the statistical information and the predetermined smart scenario prediction model,
智能家居服务主机根据智能情景预测结果，确定目标智能情景。The smart home service host determines the target smart scenario according to the smart scenario prediction result.
该实施例中，预先确定的智能情景预测模型可以包括预先确定的LSTM神经网络和预先确定的与LSTM神经网络对应的权值函数。LSTM(LSTM，Long Short-Term Memory)神经网络是一种时间循环神经网络。预先确定的LSTM神经网络和预先确定的与LSTM神经网络对应的权值函数可以是经过基于统计信息的而获得的统计信息数据集进行训练而得到的，统计信息数据集包括测试集和训练集，该训练过程可以在云计算平台上进行。进一步地，统计信息数据集的获得过程，可以包括对若干统计信息进行数据解析、PCA(PCA,PrincipalComponent Analysis)特征提取、训练集生成和测试集生成的步骤。又进一步地，在将该训练集和测试集用于对LSTM神经网络进行训练之前，可以对该训练集和测试集进行归一化处理和批标准化处理(batch normalization)。又进一步地，LSTM神经网络进行训练过程中，可以采用Adam优化算法、dropout算法以及设置动态学习率的方法，对训练过程进行优化。又进一步地，在LSTM神经网络的训练过程中，可以将该训练过程可视化，例如，基于TensorBoard生成相关图表，将训练过程以图表的形式表达出来。In this embodiment, the predetermined intelligent scenario prediction model may include a predetermined LSTM neural network and a predetermined weight function corresponding to the LSTM neural network. LSTM (LSTM, Long Short-Term Memory) neural network is a time recurrent neural network. The predetermined LSTM neural network and the predetermined weight function corresponding to the LSTM neural network may be obtained by training a statistical information data set obtained based on statistical information, and the statistical information data set includes a test set and a training set, The training process can be performed on a cloud computing platform. Further, the process of obtaining the statistical information data set may include the steps of data analysis, PCA (PCA, Principal Component Analysis) feature extraction, training set generation and test set generation for several statistical information. Still further, before the training set and the test set are used for training the LSTM neural network, normalization and batch normalization may be performed on the training set and the test set. Further, during the training process of the LSTM neural network, the Adam optimization algorithm, the dropout algorithm and the method of setting a dynamic learning rate can be used to optimize the training process. Still further, in the training process of the LSTM neural network, the training process can be visualized, for example, a relevant graph is generated based on TensorBoard, and the training process is expressed in the form of a graph.
该实施例中，智能情景预测结果包括智能情景预测模型所预测的智能情景类型和智能情景类型对应的置信度。可选的，对于置信度最高的，可以被确定为目标智能情景。In this embodiment, the smart scenario prediction result includes the smart scenario type predicted by the smart scenario prediction model and the confidence level corresponding to the smart scenario type. Optionally, for the one with the highest confidence, it can be determined as the target intelligent situation.
可见，本发明的一些具体实施例还能够基于预先确定的智能情景预测模型，确定目标智能情景，这有利于更加科学、有效地确定目标智能情景，从而有利于智能家居服务主机对智能家居设备的运作进行控制，进而有利于提高智能家居系统的智能化。It can be seen that some specific embodiments of the present invention can also determine the target smart scenario based on the predetermined smart scenario prediction model, which is conducive to more scientific and effective determination of the target smart scenario, thereby facilitating the smart home service host to smart home devices. The operation is controlled, which is conducive to improving the intelligence of the smart home system.
在本发明的一些具体实施例中，智能家居系统还包括与智能家居服务主机通信连接的业主服务终端，智能家居服务主机根据目标智能情景，向网关发送控制指令，使得网关控制智能家居设备执行与目标智能情景对应的操作之后，该方法还包括：In some specific embodiments of the present invention, the smart home system further includes an owner service terminal that is communicatively connected to the smart home service host, and the smart home service host sends a control instruction to the gateway according to the target intelligent situation, so that the gateway controls the smart home device to execute and After the operation corresponding to the target intelligent situation, the method further includes:
智能家居服务主机获取由网关发送的针对控制指令的第一反馈信息，并将第一反馈信息转发至业主服务终端，以供业主通过业主服务终端获取第一反馈信息。The smart home service host acquires the first feedback information for the control instruction sent by the gateway, and forwards the first feedback information to the owner's service terminal, so that the owner can obtain the first feedback information through the owner's service terminal.
在该实施例中，第一反馈信息包括目标智能情景的类型信息和/或智能家居设备根据控制指令的执行操作信息。In this embodiment, the first feedback information includes the type information of the target smart context and/or the execution operation information of the smart home device according to the control instruction.
在该实施例中，智能家居服务主机还可以获取由业主触发并从业主服务终端发送的针对智能家居设备的遥控指令，并将该遥控指令转发至网关，以使得该网关控制智能家居设备执行该遥控指令。In this embodiment, the smart home service host can also acquire a remote control command for the smart home device triggered by the owner and sent from the owner service terminal, and forward the remote control command to the gateway, so that the gateway controls the smart home device to execute the remote control command. Remote command.
可见，在本发明的一些具体实施例中，业主可以通过业主服务终端获得第一反馈信息，这有利于业主获取目标智能情景的类型信息和/或智能家居设备根据控制指令的执行操作信息。It can be seen that, in some specific embodiments of the present invention, the owner can obtain the first feedback information through the owner service terminal, which is beneficial for the owner to obtain the type information of the target smart scene and/or the execution operation information of the smart home device according to the control instruction.
在本发明的一些具体的实施例中，智能家居系统还包括与智能家居服务主机通信连接的物业服务终端，In some specific embodiments of the present invention, the smart home system further includes a property service terminal that is communicatively connected to the smart home service host,
智能家居服务主机根据目标智能情景，向网关发送控制指令，使得网关控制智能家居设备执行与目标智能情景对应的操作之后，还包括以下操作：The smart home service host sends a control command to the gateway according to the target smart scenario, so that after the gateway controls the smart home device to perform operations corresponding to the target smart scenario, it also includes the following operations:
智能家居服务主机获取针对网关的物管权限信息；The smart home service host obtains the property management authority information for the gateway;
智能家居服务主机根据物管权限信息，判断物业服务终端是否有权限获取第二反馈信息，The smart home service host determines whether the property service terminal has the authority to obtain the second feedback information according to the property management authority information.
当判断出物业服务终端有权限获取第二反馈信息时，智能家居服务主机获取网关发送第二反馈信息，并将第二反馈信息转发至物业服务终端，以供物业管理人员通过物业服务终端获悉第二反馈信息；When it is determined that the property service terminal has the authority to obtain the second feedback information, the smart home service host acquires the gateway to send the second feedback information, and forwards the second feedback information to the property service terminal, so that the property management personnel can learn about the first feedback through the property service terminal. Two feedback information;
当判断出物业服务终端没有权限获取第二反馈信息时，智能家居服务主机向物业服务终端发送用于表示该物业服务终端没有权限获取第二反馈信息的权限提示信息。When it is determined that the property service terminal does not have the authority to obtain the second feedback information, the smart home service host sends the authority prompt information to the property service terminal indicating that the property service terminal does not have the authority to obtain the second feedback information.
在该实施例中，第二反馈信息包括目标智能情景和/或由业主授权物业管理人员获取的智能家居设备根据控制指令的执行操作信息。In this embodiment, the second feedback information includes the target smart situation and/or the information about the execution operation of the smart home device according to the control instruction obtained by the property management personnel authorized by the owner.
可见，在本发明的一些具体实施例中，物业管理人员可以通过物业服务终端获得第二反馈信息，这有利于物业管理人员获取目标智能情景的类型信息和/或由业主授权物业管理人员获取的智能家居设备根据控制指令的执行操作信息，有利于在保护业主隐私的前提下，物业管理人员提供更加优质的服务。It can be seen that, in some specific embodiments of the present invention, the property management personnel can obtain the second feedback information through the property service terminal, which is beneficial for the property management personnel to obtain the type information of the target intelligent situation and/or the property management personnel authorized by the owner to obtain the information. The smart home equipment implements operation information according to the control instructions, which is conducive to the property management personnel to provide better services under the premise of protecting the privacy of the owners.
在本发明的一些具体实施例中，智能家居系统还包括与智能家居服务主机通信连接的云端服务器，该方法还包括：In some specific embodiments of the present invention, the smart home system further includes a cloud server communicatively connected to the smart home service host, and the method further includes:
智能家居服务主机获取由云端服务器发送的第一网关配置信息；The smart home service host obtains the first gateway configuration information sent by the cloud server;
智能家居服务主机获取由网关发送的第二网关配置信息；The smart home service host obtains the second gateway configuration information sent by the gateway;
智能家居服务主机判断第一网关配置信息与第二网关配置信息是否匹配；The smart home service host determines whether the configuration information of the first gateway matches the configuration information of the second gateway;
当判断出第一网关配置信息与第二网关配置信息不匹配时，智能家居服务主机向网关发送配置更新指令，以控制网关根据第一网关配置信息，执行配置更新的操作；When judging that the configuration information of the first gateway does not match the configuration information of the second gateway, the smart home service host sends a configuration update instruction to the gateway to control the gateway to perform the configuration update operation according to the configuration information of the first gateway;
当判断出第一网关配置信息与第二网关配置信息匹配时，智能家居服务主机将第二网关配置信息标记为最新配置信息。When it is determined that the configuration information of the first gateway matches the configuration information of the second gateway, the smart home service host marks the configuration information of the second gateway as the latest configuration information.
在该实施例中，第一网关配置信息、第二网关配置信息可以包括网关控制程序版本信息。In this embodiment, the first gateway configuration information and the second gateway configuration information may include gateway control program version information.
在该实施例中，网关执行配置更新操作，可以是运行智能家居服务主机从云端服务器下载的、与第一网关配置信息相匹配的网关控制程序。In this embodiment, the gateway performs a configuration update operation, which may be a gateway control program downloaded from the cloud server by the smart home service host and matched with the configuration information of the first gateway.
可见，本发明的一些具体实施例中，能够根据第一网关配置信息，控制网关执行配置更新的操作，有利于优化网关性能，从而有利于优化对智能家居设备的控制。It can be seen that in some specific embodiments of the present invention, the gateway can be controlled to perform the configuration update operation according to the configuration information of the first gateway, which is beneficial to optimizing the performance of the gateway and thus the control of smart home devices.
请参阅图3，图3是本发明第二方面公开的一种智能家居控制装置的结构示意图。其中，图3所描述的智能家居控制装置适用于图1所描述的智能家居系统中，具体地，智能家居控制装置设置在智能家居服务主机上。如图3所示，智能家居控制装置可以包括获取模块301、确定模块302和发送模块303；Please refer to FIG. 3 , which is a schematic structural diagram of a smart home control device disclosed in the second aspect of the present invention. Wherein, the smart home control device described in FIG. 3 is applicable to the smart home system described in FIG. 1 , and specifically, the smart home control device is set on the smart home service host. As shown in FIG. 3 , the smart home control device may include an
获取模块301，用于获取智能家居设备的统计信息，其中，统计信息包括用电量统计信息，用电量统计信息包括某一时刻某一智能家居设备对应的用电的计量信息；The obtaining
确定模块302，用于根据统计信息，确定目标智能情景；A
发送模块303，用于根据目标智能情景，向网关发送控制指令，使得网关控制智能家居设备执行与目标智能情景对应的操作。The sending
可见，实施图3所描述的智能家居控制装置，能够根据统计信息，确定目标智能情景，并向网关发送控制指令，使得网关控制智能家居设备执行与目标智能情景对应的操作，这有利于根据智能家居设备的使用者的日常习惯，对智能家居设备的运作进行控制，从而有利于使得智能家居系统的智能情景模式下的智能家居设备的运行状态更加便捷地进行变更，以满足使用者对于家居生活的个性化需求，进而有利于智能家居系统的智能化发展。It can be seen that the implementation of the smart home control device described in FIG. 3 can determine the target smart scenario according to the statistical information, and send control instructions to the gateway, so that the gateway controls the smart home device to perform operations corresponding to the target smart scenario, which is beneficial to the intelligent The daily habits of the users of the home equipment control the operation of the smart home equipment, which is conducive to making the operation status of the smart home equipment in the smart scene mode of the smart home system more convenient to change, so as to meet the users' concerns about home life. The personalized needs of the smart home system are conducive to the intelligent development of smart home systems.
在本发明的一些具体实施例中，获取模块301获取智能家居设备的统计信息的具体方式为：In some specific embodiments of the present invention, the specific manner in which the acquiring
根据网关在预设时间段内所统计的智能家居设备的第一用电量信息，确定智能家居设备的用电量统计信息。According to the first electricity consumption information of the smart home device collected by the gateway within the preset time period, the electricity consumption statistics information of the smart home device is determined.
可见，本发明的一些具体实施例还能根据网关所获取智能家居设备的第一用电量信息，确定智能家居设备的用电量统计信息，这有利于提高用电量统计信息的准确性，从而有利于智能家居服务主机对智能家居设备的运作进行控制，进而有利于提高智能家居系统的智能化。It can be seen that some specific embodiments of the present invention can also determine the electricity consumption statistics of the smart home device according to the first electricity consumption information of the smart home device obtained by the gateway, which is beneficial to improve the accuracy of the electricity consumption statistics. Therefore, it is beneficial for the smart home service host to control the operation of the smart home equipment, which in turn is beneficial to improve the intelligence of the smart home system.
在本发明的一些具体实施例中，确定模块302根据统计信息，确定目标智能情景的具体方式为：In some specific embodiments of the present invention, the specific manner in which the determining
根据统计信息和预先确定的智能情景预测模型，获得智能情景预测结果，其中，预先确定的智能情景预测模型包括预先确定的LSTM神经网络和预先确定的与LSTM神经网络对应的权值函数，智能情景预测结果包括智能情景预测模型所预测的智能情景类型和智能情景类型对应的置信度；Obtain an intelligent scenario prediction result according to the statistical information and a predetermined intelligent scenario prediction model, wherein the predetermined intelligent scenario prediction model includes a predetermined LSTM neural network and a predetermined weight function corresponding to the LSTM neural network. The prediction result includes the intelligent scenario type predicted by the intelligent scenario prediction model and the confidence level corresponding to the intelligent scenario type;
根据智能情景预测结果，确定目标智能情景。According to the intelligent scenario prediction result, the target intelligent scenario is determined.
可见，本发明的一些具体实施例还能够基于预先确定的智能情景预测模型，确定目标智能情景，这有利于更加科学、有效地确定目标智能情景，从而有利于智能家居服务主机对智能家居设备的运作进行控制，进而有利于提高智能家居系统的智能化。It can be seen that some specific embodiments of the present invention can also determine the target smart scenario based on the predetermined smart scenario prediction model, which is conducive to more scientific and effective determination of the target smart scenario, thereby facilitating the smart home service host to smart home devices. The operation is controlled, which is conducive to improving the intelligence of the smart home system.
在本发明的一些具体实施例中，如图4所示，智能家居控制装置还包括第一转发模块304，In some specific embodiments of the present invention, as shown in FIG. 4 , the smart home control device further includes a
获取模块301，还用于在发送模块303根据目标智能情景，向网关发送控制指令，使得网关控制智能家居设备执行与目标智能情景对应的操作之后，获取由网关发送的针对控制指令的第一反馈信息，其中，第一反馈信息包括目标智能情景的类型信息和/或智能家居设备根据控制指令的执行操作信息。The obtaining
第一转发模块304，用于将第一反馈信息转发至业主服务终端，以供业主通过业主服务终端获取第一反馈信息。The
可见，在本发明的一些具体实施例中，业主可以通过业主服务终端获得第一反馈信息，这有利于业主获取目标智能情景的类型信息和/或智能家居设备根据控制指令的执行操作信息。It can be seen that, in some specific embodiments of the present invention, the owner can obtain the first feedback information through the owner service terminal, which is beneficial for the owner to obtain the type information of the target smart scene and/or the execution operation information of the smart home device according to the control instruction.
在本发明的一些具体实施例中，如图4所示，智能家居控制装置还包括第一判断模块305和第二转发模块306，In some specific embodiments of the present invention, as shown in FIG. 4 , the smart home control device further includes a
获取模块301，还用于在发送模块303根据目标智能情景，向网关发送控制指令，使得网关控制智能家居设备执行与目标智能情景对应的操作之后，获取针对网关的物管权限信息，The obtaining
第一判断模块305，用于根据物管权限信息，判断物业服务终端是否有权限获取第二反馈信息，其中，第二反馈信息包括目标智能情景和/或由业主授权物业管理人员获取的智能家居设备根据控制指令的执行操作信息；The
获取模块301，还用于在判断模块判断出物业服务终端有权限获取第二反馈信息之后，获取网关发送第二反馈信息，The obtaining
第二转发模块306，用于将第二反馈信息转发至物业服务终端，以供物业管理人员通过物业服务终端获悉第二反馈信息。The
可见，在本发明的一些具体实施例中，物业管理人员可以通过物业服务终端获得第二反馈信息，这有利于物业管理人员获取目标智能情景的类型信息和/或由业主授权物业管理人员获取的智能家居设备根据控制指令的执行操作信息，有利于在保护业主隐私的前提下，物业管理人员提供更加优质的服务。It can be seen that, in some specific embodiments of the present invention, the property management personnel can obtain the second feedback information through the property service terminal, which is beneficial for the property management personnel to obtain the type information of the target intelligent situation and/or the property management personnel authorized by the owner to obtain the information. The smart home equipment implements operation information according to the control instructions, which is conducive to the property management personnel to provide better services under the premise of protecting the privacy of the owners.
在本发明的一些具体实施例中，如图4所示，智能家居控制装置还包括第二判断模块307；In some specific embodiments of the present invention, as shown in FIG. 4 , the smart home control device further includes a
获取模块301，还用于获取由云端服务器发送的第一网关配置信以及获取由网关发送的第二网关配置信息，The obtaining
第二判断模块307，用于判断第一网关配置信息与第二网关配置信息是否匹配，The
第二判断模块307，还用于当判断出第一网关配置信息与第二网关配置信息不匹配时，触发发送模块303启动，The
发送模块303，还用于在第二判断模块307判断出第一网关配置信息与第二网关配置信息不匹配之后，向网关发送配置更新指令，以控制网关根据第一网关配置信息，执行配置更新的操作。The sending
可见，本发明的一些具体实施例中，能够根据第一网关配置信息，控制网关执行配置更新的操作，有利于优化网关性能，从而有利于优化对智能家居设备的控制。It can be seen that in some specific embodiments of the present invention, the gateway can be controlled to perform the configuration update operation according to the configuration information of the first gateway, which is beneficial to optimizing the performance of the gateway and thus the control of smart home devices.
请参阅图5，图5是本发明实施例公开的又一种智能家居控制装置。图5所描述的智能家居控制装置适用于图1所描述的智能家居系统中，具体地，智能家居控制装置设置在智能家居服务主机上。如图5所示，该智能家居控制装置可以包括：Please refer to FIG. 5. FIG. 5 is another smart home control device disclosed in an embodiment of the present invention. The smart home control device depicted in FIG. 5 is applicable to the smart home system depicted in FIG. 1 , and specifically, the smart home control device is set on the smart home service host. As shown in Figure 5, the smart home control device may include:
存储有可执行程序代码的存储器501；a
与存储器501耦合的处理器502；a
进一步的，还可以包括与处理器502耦合的输入接口503和输出接口504；Further, it may also include an
其中，处理器502调用存储器501中存储的可执行程序代码，用于执行本发明实施例的基于智能情景的家居设备管理方法的步骤。The
本发明实施例公开了一种计算机可读存储介质，其存储用于电子数据交换的计算机程序，其中，该计算机程序使得计算机执行本发明实施例的基于智能情景的家居设备管理方法的步骤。The embodiment of the present invention discloses a computer-readable storage medium, which stores a computer program for electronic data exchange, wherein the computer program causes a computer to execute the steps of the smart-scenario-based home device management method of the embodiment of the present invention.
本发明实施例公开了一种计算机程序产品，该计算机程序产品包括存储了计算机程序的非瞬时性计算机可读存储介质，且该计算机程序可操作来使计算机执行本发明实施例的基于智能情景的家居设备管理方法的步骤。An embodiment of the present invention discloses a computer program product. The computer program product includes a non-transitory computer-readable storage medium storing a computer program, and the computer program is operable to cause a computer to execute the intelligent scenario-based intelligent scenario according to the embodiment of the present invention. Steps of a home appliance management method.
以上所描述的装置实施例仅是示意性的，其中作为分离部件说明的模块可以是或者也可以不是物理上分开的，作为模块显示的部件可以是或者也可以不是物理模块，即可以位于一个地方，或者也可以分布到多个网络模块上。可以根据实际的需要选择其中的部分或者全部模块来实现本实施例方案的目的。本领域普通技术人员在不付出创造性的劳动的情况下，即可以理解并实施。The device embodiments described above are only illustrative, wherein the modules described as separate components may or may not be physically separated, and the components shown as modules may or may not be physical modules, that is, they may be located in one place , or distributed to multiple network modules. Some or all of the modules may be selected according to actual needs to achieve the purpose of the solution in this embodiment. Those of ordinary skill in the art can understand and implement it without creative effort.
通过以上的实施例的具体描述，本领域的技术人员可以清楚地了解到各实施方式可借助软件加必需的通用硬件平台的方式来实现，当然也可以通过硬件。基于这样的理解，上述技术方案本质上或者说对现有技术做出贡献的部分可以以软件产品的形式体现出来，该计算机软件产品可以存储在计算机可读存储介质中,存储介质包括只读存储器(Read-Only Memory，ROM)、随机存储器(Random Access Memory，RAM)、可编程只读存储器(Programmable Read-only Memory，PROM)、可擦除可编程只读存储器(ErasableProgrammable Read Only Memory，EPROM)、一次可编程只读存储器(One-timeProgrammable Read-Only Memory，OTPROM)、电子抹除式可复写只读存储器(Electrically-Erasable Programmable Read-Only Memory，EEPROM)、只读光盘(CompactDisc Read-Only Memory，CD-ROM)或其他光盘存储器、磁盘存储器、磁带存储器、或者能够用于携带或存储数据的计算机可读的任何其他介质。From the specific description of the above embodiments, those skilled in the art can clearly understand that each implementation manner can be implemented by means of software plus a necessary general hardware platform, and certainly can also be implemented by means of hardware. Based on this understanding, the above-mentioned technical solutions can be embodied in the form of software products in essence or that make contributions to the prior art. The computer software products can be stored in a computer-readable storage medium, and the storage medium includes a read-only memory. (Read-Only Memory, ROM), Random Access Memory (Random Access Memory, RAM), Programmable Read-only Memory (Programmable Read-only Memory, PROM), Erasable Programmable Read Only Memory (Erasable Programmable Read Only Memory, EPROM) , One-time Programmable Read-Only Memory (OTPROM), Electronically-Erasable Programmable Read-Only Memory (EEPROM), CompactDisc Read-Only Memory , CD-ROM) or other optical disk storage, magnetic disk storage, magnetic tape storage, or any other computer-readable medium that can be used to carry or store data.
最后应说明的是：本发明实施例公开的一种基于智能情景的家居设备管理方法及智能家居控制装置所揭露的仅为本发明较佳实施例而已，仅用于说明本发明的技术方案，而非对其限制；尽管参照前述实施例对本发明进行了详细的说明，本领域的普通技术人员应当理解；其依然可以对前述的实施例所记载的技术方案进行修改，或者对其中部分技术特征进行等同替换；而这些修改或替换，并不使相应的技术方案的本质脱离本发明的实施例技术方案的精神和范围。Finally, it should be noted that: the smart-scenario-based home equipment management method and the smart home control device disclosed in the embodiments of the present invention are only preferred embodiments of the present invention, and are only used to illustrate the technical solutions of the present invention. Rather than limiting it; although the present invention has been described in detail with reference to the foregoing embodiments, those of ordinary skill in the art should understand that; it is still possible to modify the technical solutions described in the foregoing embodiments, or to modify some of the technical features. Equivalent replacements are made; and these modifications or replacements do not make the essence of the corresponding technical solutions depart from the spirit and scope of the technical solutions of the embodiments of the present invention.
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