CN116627046A - Household power supply control method and system based on intelligent gateway - Google Patents
Household power supply control method and system based on intelligent gateway Download PDFInfo
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- CN116627046A CN116627046A CN202310626943.4A CN202310626943A CN116627046A CN 116627046 A CN116627046 A CN 116627046A CN 202310626943 A CN202310626943 A CN 202310626943A CN 116627046 A CN116627046 A CN 116627046A
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Abstract
The application discloses a home power control method based on an intelligent gateway, which relates to the technical field of power control of intelligent home equipment and comprises the following steps: the intelligent home equipment performs data interaction with the intelligent gateway through a wireless communication network; acquiring indoor personnel activity data, personnel activity time periods and intelligent household equipment use data, wherein the personnel activity data is the residence time of personnel in a day in the room, and the intelligent household use equipment data is the proportion of the use time of intelligent household in the residence time of the personnel; the intelligent gateway receives the personnel activity data and the intelligent household equipment use data, obtains an adjustment strategy after analysis and processing, and sends the adjustment strategy to the intelligent household equipment through a wireless communication network; the aim of realizing intelligent differential control of intelligent household equipment is achieved, energy saving and consumption reduction can be achieved, and the use requirements of users can be met adaptively.
Description
Technical Field
The application relates to the technical field of intelligent household equipment power supply control, in particular to a household power supply control method and system based on an intelligent gateway.
Background
Along with the importance of people on energy conservation and environmental protection, more and more indoor designs begin to use control equipment or switches based on human body induction so as to improve living comfort and reduce unnecessary energy consumption, main components of the existing human body infrared induction equipment are human body pyroelectric infrared sensors, and the basic principle is that: the human body has constant body temperature, generally at 36-37 ℃, so that infrared rays with specific wavelength can be emitted, and the infrared rays emitted by the human body are detected by the passive infrared probe of the human body infrared sensing equipment, so that whether people stay indoors or not is determined, the human body sensing switch taking the human body infrared sensing equipment as a design core can automatically cut off power, but because the sensing range of the human body infrared sensing equipment is limited and a linkage analysis link is lacked, whether the starting or the power-off operation should be executed on the household equipment or not cannot be accurately judged, and the user experience is relatively poor.
Disclosure of Invention
In order to overcome the defects, the application provides the household power supply control method and the household power supply control system based on the intelligent gateway, the intelligent gateway is used for accurately judging the stay condition of indoor personnel through the comprehensive analysis of the intelligent gateway, and the variable relation between the use data of the intelligent household equipment and the stay condition of the indoor personnel is constructed, so that the regulation strategy of the intelligent household equipment is obtained, the aim of realizing intelligent differential control of the intelligent household equipment is achieved, the energy is saved, the consumption is reduced, and the use requirement of a user can be met adaptively.
In one aspect, a home power control method based on an intelligent gateway is provided, which includes the following steps:
the intelligent home equipment performs data interaction with the intelligent gateway through a wireless communication network;
acquiring indoor personnel activity data, personnel activity time periods and intelligent household equipment use data, wherein the personnel activity data is the residence time of personnel in a day in the room, and the intelligent household use equipment data is the proportion of the use time of intelligent household in the residence time of the personnel;
the intelligent gateway receives the personnel activity data and the intelligent household equipment use data, obtains an adjustment strategy after analysis and processing, and sends the adjustment strategy to the intelligent household equipment through a wireless communication network.
Preferably, the intelligent gateway comprises an IPv4-IPv6 double protocol stack, a wireless sensing network based on double protocols and a tunnel technology,
the tunnel technology adopts one protocol for transmission, and the other protocol is encapsulated in the transmission protocol; through the IPv4-IPv6 intelligent gateway, each intelligent home device is selectively connected with the IPv4 or the IPv6, and the intelligent gateway directly accesses each intelligent home device through the wireless sensor network based on the double protocols.
Preferably, when the indoor personnel active data is collected, the method specifically comprises the following steps:
real-time human infrared data detection is carried out indoors;
if human infrared data in a set range exists in the room, timing the detection time length of the human infrared data as the personnel stay time length, wherein the set range is 35-42 ℃;
the duty ratio of the residence time of the personnel in 24 hours is calculated, and the calculation result is recorded as personnel activity data.
Preferably, when collecting the usage data of the smart home device, the method specifically includes the following steps:
performing work data detection on intelligent household equipment;
if the acting power is greater than 0, recording the acting time length of the intelligent household equipment;
and calculating the duty ratio of the working time length of the intelligent household equipment in the personnel residence time length, and recording the calculation result as the intelligent household equipment use data.
Preferably, the intelligent gateway receives the personnel activity data and the intelligent home equipment use data, and obtains an adjustment strategy after analysis processing, and the method specifically comprises the following steps:
calculating a similar mean value between the personnel activity data and the personnel activity period as an intelligent household equipment control weight;
based on a K-Means algorithm, a strategy analysis model is obtained according to the personnel activity data, the intelligent household equipment use data and the intelligent household equipment control weight;
and obtaining a time node to be controlled, substituting the time node to be controlled into the strategy analysis model, and outputting a calculation result as an adjustment strategy.
Preferably, the policy analysis model is specifically represented by the following formula:
wherein beta is personnel active data, alpha is personnel active period, phi is intelligent home equipment control weight, eta is intelligent home equipment use data, t is time node to be controlled, and theta is strategy result.
In a second aspect, a home power control system based on an intelligent gateway is provided, including the following contents:
and (3) an intelligent gateway: the intelligent gateway comprises an IPv4-IPv6 double protocol stack, a wireless sensing network based on double protocols and a tunnel technology, and the intelligent home equipment performs data interaction with the intelligent gateway;
and the environment monitoring module is used for: the environment monitoring module is used for collecting monitoring data and uploading the monitoring data to the intelligent gateway, wherein the detection data comprise personnel activity data, personnel activity time periods and intelligent household equipment use data;
the control processing module: the control processing module is used for receiving the monitoring data through the intelligent gateway, analyzing and processing the monitoring data, and then sending a control instruction to the intelligent household equipment through the intelligent gateway, wherein the control instruction comprises an adjustment strategy
A wireless communication device: and the intelligent home equipment performs data interaction with the intelligent gateway through the wireless communication equipment.
As a preferred alternative to this,
the environment monitoring module comprises a human body infrared sensor, a power analyzer and a timing module, wherein the human body infrared sensor is used for detecting real-time human body infrared data indoors, the power analyzer is used for detecting acting data of intelligent household equipment, and the timing module is used for timing the detection duration of the human body infrared data and the acting duration of the intelligent household equipment.
In a third aspect, an electronic device is provided, including a memory, a processor, and a computer program stored on the memory and executable on the processor, where the processor implements the smart gateway-based home power control method when executing the program.
In a fourth aspect, a non-transitory computer readable storage medium is provided, on which a computer program is stored, which when executed by a processor, implements the smart gateway-based home power control method.
The beneficial effects of the application are as follows:
according to the intelligent household equipment control method, the indoor personnel activity data and the activity period are collected, the residence condition of the indoor personnel is accurately judged through comprehensive analysis of the intelligent gateway, the intelligent gateway further collects the intelligent household equipment use data during the indoor personnel activity, the intelligent gateway carries out correlation analysis on the intelligent household equipment use data and the residence condition of the indoor personnel, the variable relation between the intelligent household equipment use data and the residence condition of the indoor personnel is constructed, so that an adjustment strategy of the intelligent household equipment is obtained, and finally the adjustment strategy is sent to the intelligent household equipment, so that the aim of carrying out intelligent differential control on the intelligent household equipment is achieved, energy conservation and consumption reduction can be achieved, and the use requirement of a user can be met adaptively.
Drawings
In order to more clearly illustrate the embodiments of the present application or the technical solutions in the prior art, the drawings used in the description of the embodiments or the prior art will be briefly described below. Like elements or portions are generally identified by like reference numerals throughout the several figures. In the drawings, elements or portions thereof are not necessarily drawn to scale.
FIG. 1 is a flow chart of a home power control method based on an intelligent gateway;
fig. 2 is a flowchart of obtaining an adjustment policy after analysis processing in the home power control method based on the intelligent gateway.
Detailed Description
Embodiments of the technical scheme of the present application will be described in detail below with reference to the accompanying drawings. The following examples are only for more clearly illustrating the technical aspects of the present application, and thus are merely examples, and are not intended to limit the scope of the present application.
It is noted that unless otherwise indicated, technical or scientific terms used herein should be given the ordinary meaning as understood by one of ordinary skill in the art to which this application belongs.
In embodiment 1, as shown in fig. 1, a home power control method based on an intelligent gateway includes the following steps:
the intelligent home equipment performs data interaction with the intelligent gateway through a wireless communication network;
acquiring indoor personnel activity data, personnel activity time periods and intelligent household equipment use data, wherein the personnel activity data is the residence time of personnel in a day in the room, and the intelligent household use equipment data is the proportion of the use time of intelligent household in the residence time of the personnel;
the intelligent gateway receives the personnel activity data and the intelligent household equipment use data, obtains an adjustment strategy after analysis and processing, and sends the adjustment strategy to the intelligent household equipment through a wireless communication network.
According to the scheme, through collecting the indoor personnel active data and the active period and through comprehensive analysis of the intelligent gateway, accurate judgment is carried out on the residence condition of the indoor personnel, the intelligent gateway carries out association analysis on the intelligent household equipment use data and the residence condition of the indoor personnel when the indoor personnel are active, the variable relation between the intelligent household equipment use data and the residence condition of the indoor personnel is built, so that an adjustment strategy of the intelligent household equipment is obtained, and finally the adjustment strategy is sent to the intelligent household equipment, so that the aim of carrying out intelligent differential control on the intelligent household equipment is achieved, energy conservation and consumption reduction can be achieved, and the use requirement of a user can be met adaptively.
More specifically, the intelligent gateway comprises an IPv4-IPv6 double protocol stack, a wireless sensor network based on double protocols and a tunnel technology,
the tunnel technology adopts one protocol for transmission, and the other protocol is encapsulated in the transmission protocol; through the IPv4-IPv6 intelligent gateway, each intelligent home device is selectively connected with the IPv4 or the IPv6, and the intelligent gateway directly accesses each intelligent home device through the wireless sensor network based on the double protocols.
In the embodiment, the intelligent gateway is mainly based on an IPv4-IPv6 dual protocol stack, so that the IP address length is increased to 128 bits from the previous 32 bits, the address space is greatly expanded, the ad hoc network function is greatly improved, and the number of active data of indoor personnel and data acquisition nodes used by intelligent household equipment can be increased.
More specifically, when the indoor personnel active data is collected, the method specifically comprises the following steps:
real-time human infrared data detection is carried out indoors;
if human infrared data in a set range exists in the room, timing the detection time length of the human infrared data as the personnel stay time length, wherein the set range is 35-42 ℃;
the duty ratio of the residence time of the personnel in 24 hours is calculated, and the calculation result is recorded as personnel activity data.
Because normal human body temperature is usually in the range of 36-37 ℃, but fluctuation possibly occurring due to the influence of external environment on the exposed skin of the human body is considered, compared with the temperature detection range setting in the general case, the detection range is expanded in the embodiment, so that the condition that the intelligent household equipment is not detected in place and is insensitive to starting or outage can be avoided.
More specifically, when the intelligent household equipment usage data is collected, the method specifically comprises the following steps:
performing work data detection on intelligent household equipment;
if the acting power is greater than 0, recording the acting time length of the intelligent household equipment;
and calculating the duty ratio of the working time length of the intelligent household equipment in the personnel residence time length, and recording the calculation result as the intelligent household equipment use data.
The duty ratio of the working time length of the intelligent household equipment in the personnel residence time length is calculated, particularly the starting time period of the intelligent household equipment in the personnel residence time length, and if the duty ratio result is expressed by a coordinate axis, the working time length of the intelligent household equipment can be displayed as a piecewise function image on the coordinate axis.
As shown in fig. 2, more specifically, the intelligent gateway receives the personnel activity data and the intelligent home equipment usage data, and obtains an adjustment policy after analysis processing, and specifically includes the following steps:
calculating a similar mean value between the personnel activity data and the personnel activity period as an intelligent household equipment control weight;
based on a K-Means algorithm, a strategy analysis model is obtained according to the personnel activity data, the intelligent household equipment use data and the intelligent household equipment control weight;
and obtaining a time node to be controlled, substituting the time node to be controlled into the strategy analysis model, and outputting a calculation result as an adjustment strategy.
The method comprises the steps that a time node with control is a time node which needs to operate intelligent household equipment at present, generally, the time node when a person just enters a room and the world node when the person just leaves the room are detected, euclidean distance calculation is adopted for similar means, euclidean distance is the most commonly used distance calculation formula, absolute distances among all points in a multidimensional space are measured, when data are dense and continuous, the method is a good calculation mode, euclidean distance measurement can be influenced by scales of different units of indexes, and therefore standardized processing is needed for active data of the person and active time periods of the person;
the normalization process is shown in the following formula:
wherein X i To normalize value X i For the sample value, X max For the maximum value of history, X min Is a historical minimum.
More specifically, the policy analysis model is specifically represented by the following formula:
wherein beta is personnel active data, alpha is personnel active period, phi is intelligent home equipment control weight, eta is intelligent home equipment use data, t is time node to be controlled, and theta is strategy result.
In a second embodiment, a home power control system based on an intelligent gateway includes the following contents:
and (3) an intelligent gateway: the intelligent gateway comprises an IPv4-IPv6 double protocol stack, a wireless sensing network based on double protocols and a tunnel technology, and the intelligent home equipment performs data interaction with the intelligent gateway;
and the environment monitoring module is used for: the environment monitoring module is used for collecting monitoring data and uploading the monitoring data to the intelligent gateway, wherein the detection data comprise personnel activity data, personnel activity time periods and intelligent household equipment use data;
the control processing module: the control processing module is used for receiving the monitoring data through the intelligent gateway, analyzing and processing the monitoring data, and then sending a control instruction to the intelligent household equipment through the intelligent gateway, wherein the control instruction comprises an adjustment strategy
A wireless communication device: and the intelligent home equipment performs data interaction with the intelligent gateway through the wireless communication equipment.
It can be understood that the smart gateway-based home power control system provided by the present application corresponds to the smart gateway-based home power control method provided in the foregoing embodiments, and the relevant technical features of the smart gateway-based home power control system may refer to the relevant technical features of the smart gateway-based home power control method, which are not described herein again.
More specifically, the method comprises the steps of,
the environment monitoring module comprises a human body infrared sensor, a power analyzer and a timing module, wherein the human body infrared sensor is used for detecting real-time human body infrared data indoors, the power analyzer is used for detecting acting data of intelligent household equipment, and the timing module is used for timing the detection duration of the human body infrared data and the acting duration of the intelligent household equipment.
In a third embodiment, an electronic device includes a memory, a processor, and a computer program stored on the memory and executable on the processor, where the processor implements the smart gateway-based home power control method when executing the program.
The memory may include, among other things, mass storage for data or instructions. By way of example, and not limitation, the memory may comprise a hard disk drive, floppy disk drive, solid state drive, flash memory, optical disk, magneto-optical disk, magnetic tape, or universal serial bus drive, or a combination of two or more of the foregoing. The memory may include removable or non-removable (or fixed) media, where appropriate. The memory may be internal or external to the data processing apparatus, where appropriate. In a particular embodiment, the memory is a non-volatile memory. In particular embodiments, the Memory includes Read-Only Memory (ROM) and random access Memory. The ROM may be mask programmed ROM, programmable ROM (PROM for short), erasable PROM, electrically rewritable ROM or FLASH Memory (FLASH), or a combination of two or more of these, where appropriate. The RAM may be static random access memory) or dynamic random access memory (Dynamic Random Access Memory, simply DRAM) where the DRAM may be a fast page mode dynamic random access memory, extended data output dynamic random access memory, synchronous dynamic random access memory, or the like, where appropriate.
The memory may be used to store or cache various data files that need to be processed and/or communicated, as well as possible computer program instructions for execution by the processor.
The processor reads and executes the computer program instructions stored in the memory to implement any of the smart gateway-based home power control methods in the above embodiments.
In a fourth embodiment, a non-transitory computer readable storage medium has stored thereon a computer program that when executed by a processor implements the smart gateway-based home power control method.
The readable storage medium includes flash memory, a removable hard disk, a multimedia card, a card type memory, a magnetic disk, an optical disk, and the like. The readable storage medium may in some embodiments be an internal storage unit of an electronic device, such as a mobile hard disk of the electronic device. The readable storage medium may in other embodiments also be an external storage device of the electronic device, such as a plug-in mobile hard disk, a smart memory card, a secure digital card, a flash memory card, etc. provided on the electronic device. The readable storage medium may also include both internal storage units and external storage devices of the electronic device. The readable storage medium may be used not only to store application software installed in an electronic device and various types of data, but also to temporarily store data that has been output or is to be output.
Finally, it should be noted that: the above embodiments are only for illustrating the technical solution of the present application, and not for limiting the same; although the application has been described in detail with reference to the foregoing embodiments, it will be understood by those of ordinary skill in the art that: the technical scheme described in the foregoing embodiments can be modified or some or all of the technical features thereof can be replaced by equivalents; such modifications and substitutions do not depart from the spirit of the application, and are intended to be included within the scope of the appended claims and description.
Claims (10)
1. A home power control method based on an intelligent gateway is characterized by comprising the following steps:
the intelligent home equipment performs data interaction with the intelligent gateway through a wireless communication network;
acquiring indoor personnel activity data, personnel activity time periods and intelligent household equipment use data, wherein the personnel activity data is the residence time of personnel in a day in the room, and the intelligent household use equipment data is the proportion of the use time of intelligent household in the residence time of the personnel;
the intelligent gateway receives the personnel activity data and the intelligent household equipment use data, obtains an adjustment strategy after analysis and processing, and sends the adjustment strategy to the intelligent household equipment through a wireless communication network.
2. The home power control method based on the intelligent gateway as claimed in claim 1, wherein the intelligent gateway comprises an IPv4-IPv6 dual protocol stack, a wireless sensor network based on dual protocols and a tunneling technique,
the tunnel technology adopts one protocol for transmission, and the other protocol is encapsulated in the transmission protocol; through the IPv4-IPv6 intelligent gateway, each intelligent home device is selectively connected with the IPv4 or the IPv6, and the intelligent gateway directly accesses each intelligent home device through the wireless sensor network based on the double protocols.
3. The home power control method based on the intelligent gateway according to claim 1, wherein when the indoor personnel active data is collected, the method specifically comprises the following steps:
real-time human infrared data detection is carried out indoors;
if human infrared data in a set range exists in the room, timing the detection time length of the human infrared data as the personnel stay time length, wherein the set range is 35-42 ℃;
the duty ratio of the residence time of the personnel in 24 hours is calculated, and the calculation result is recorded as personnel activity data.
4. The intelligent gateway-based household power supply control method according to claim 1, wherein when collecting intelligent household equipment use data, the method specifically comprises the following steps:
performing work data detection on intelligent household equipment;
if the acting power is greater than 0, recording the acting time length of the intelligent household equipment;
and calculating the duty ratio of the working time length of the intelligent household equipment in the personnel residence time length, and recording the calculation result as the intelligent household equipment use data.
5. The intelligent gateway-based household power supply control method according to claim 1, wherein the intelligent gateway receives the personnel activity data and the intelligent household equipment use data, obtains an adjustment strategy after analysis processing, and specifically comprises the following steps:
calculating a similar mean value between the personnel activity data and the personnel activity period as an intelligent household equipment control weight;
based on a K-Means algorithm, a strategy analysis model is obtained according to the personnel activity data, the intelligent household equipment use data and the intelligent household equipment control weight;
and obtaining a time node to be controlled, substituting the time node to be controlled into the strategy analysis model, and outputting a calculation result as an adjustment strategy.
6. The intelligent gateway-based home power control method of claim 5, wherein the policy analysis model is specifically represented by the following formula:
wherein beta is personnel active data, alpha is personnel active period, phi is intelligent home equipment control weight, eta is intelligent home equipment use data, t is time node to be controlled, and theta is strategy result.
7. A home power control system based on an intelligent gateway is characterized by comprising the following contents:
and (3) an intelligent gateway: the intelligent gateway comprises an IPv4-IPv6 double protocol stack, a wireless sensing network based on double protocols and a tunnel technology, and the intelligent home equipment performs data interaction with the intelligent gateway;
and the environment monitoring module is used for: the environment monitoring module is used for collecting monitoring data and uploading the monitoring data to the intelligent gateway, wherein the detection data comprise personnel activity data, personnel activity time periods and intelligent household equipment use data;
the control processing module: the control processing module is used for receiving the monitoring data through the intelligent gateway, analyzing and processing the monitoring data, and then sending a control instruction to the intelligent household equipment through the intelligent gateway, wherein the control instruction comprises an adjustment strategy
A wireless communication device: and the intelligent home equipment performs data interaction with the intelligent gateway through the wireless communication equipment.
8. The intelligent gateway-based home power control system of claim 7, wherein,
the environment monitoring module comprises a human body infrared sensor, a power analyzer and a timing module, wherein the human body infrared sensor is used for detecting real-time human body infrared data indoors, the power analyzer is used for detecting acting data of intelligent household equipment, and the timing module is used for timing the detection duration of the human body infrared data and the acting duration of the intelligent household equipment.
9. An electronic device comprising a memory, a processor and a computer program stored on the memory and executable on the processor, wherein the processor implements the smart gateway-based home power control method of any one of claims 1 to 6 when the program is executed by the processor.
10. A non-transitory computer readable storage medium having stored thereon a computer program, wherein the computer program when executed by a processor implements the smart gateway-based home power control method of any of claims 1 to 6.
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Cited By (1)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN117270412A (en) * | 2023-11-23 | 2023-12-22 | 松原市何悦科技有限公司 | Intelligent home control system based on wireless communication technology |
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Cited By (2)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN117270412A (en) * | 2023-11-23 | 2023-12-22 | 松原市何悦科技有限公司 | Intelligent home control system based on wireless communication technology |
| CN117270412B (en) * | 2023-11-23 | 2024-03-19 | 松原市何悦科技有限公司 | Intelligent home control system based on wireless communication technology |
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