CN108459575B - Wisdom home control system - Google Patents
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- CN108459575B CN108459575B CN201810311336.8A CN201810311336A CN108459575B CN 108459575 B CN108459575 B CN 108459575B CN 201810311336 A CN201810311336 A CN 201810311336A CN 108459575 B CN108459575 B CN 108459575B
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- 238000004891 communication Methods 0.000 claims abstract description 62
- 238000012545 processing Methods 0.000 claims abstract description 29
- 238000012986 modification Methods 0.000 claims description 42
- 230000004048 modification Effects 0.000 claims description 42
- 238000007621 cluster analysis Methods 0.000 claims description 9
- 238000000034 method Methods 0.000 claims description 7
- 238000012935 Averaging Methods 0.000 claims description 4
- 238000005314 correlation function Methods 0.000 claims description 4
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- 239000004973 liquid crystal related substance Substances 0.000 description 3
- 239000000463 material Substances 0.000 description 3
- 238000004378 air conditioning Methods 0.000 description 1
- 230000008859 change Effects 0.000 description 1
- 230000003749 cleanliness Effects 0.000 description 1
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- G—PHYSICS
- G05—CONTROLLING; REGULATING
- G05B—CONTROL OR REGULATING SYSTEMS IN GENERAL; FUNCTIONAL ELEMENTS OF SUCH SYSTEMS; MONITORING OR TESTING ARRANGEMENTS FOR SUCH SYSTEMS OR ELEMENTS
- G05B19/00—Programme-control systems
- G05B19/02—Programme-control systems electric
- G05B19/418—Total factory control, i.e. centrally controlling a plurality of machines, e.g. direct or distributed numerical control [DNC], flexible manufacturing systems [FMS], integrated manufacturing systems [IMS] or computer integrated manufacturing [CIM]
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- G—PHYSICS
- G05—CONTROLLING; REGULATING
- G05B—CONTROL OR REGULATING SYSTEMS IN GENERAL; FUNCTIONAL ELEMENTS OF SUCH SYSTEMS; MONITORING OR TESTING ARRANGEMENTS FOR SUCH SYSTEMS OR ELEMENTS
- G05B15/00—Systems controlled by a computer
- G05B15/02—Systems controlled by a computer electric
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- G—PHYSICS
- G05—CONTROLLING; REGULATING
- G05B—CONTROL OR REGULATING SYSTEMS IN GENERAL; FUNCTIONAL ELEMENTS OF SUCH SYSTEMS; MONITORING OR TESTING ARRANGEMENTS FOR SUCH SYSTEMS OR ELEMENTS
- G05B2219/00—Program-control systems
- G05B2219/20—Pc systems
- G05B2219/26—Pc applications
- G05B2219/2642—Domotique, domestic, home control, automation, smart house
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- Y—GENERAL TAGGING OF NEW TECHNOLOGICAL DEVELOPMENTS; GENERAL TAGGING OF CROSS-SECTIONAL TECHNOLOGIES SPANNING OVER SEVERAL SECTIONS OF THE IPC; TECHNICAL SUBJECTS COVERED BY FORMER USPC CROSS-REFERENCE ART COLLECTIONS [XRACs] AND DIGESTS
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- Y02P—CLIMATE CHANGE MITIGATION TECHNOLOGIES IN THE PRODUCTION OR PROCESSING OF GOODS
- Y02P90/00—Enabling technologies with a potential contribution to greenhouse gas [GHG] emissions mitigation
- Y02P90/02—Total factory control, e.g. smart factories, flexible manufacturing systems [FMS] or integrated manufacturing systems [IMS]
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Abstract
The invention discloses a kind of wisdom home control systems, comprising: communication unit is connect with intelligent terminal, control unit and storage unit respectively；Storage unit, for storing the data information of control configuration file and intelligent terminal；Data processing unit is connect with storage unit；Control unit is connect with storage unit and communication unit；The data information of intelligent terminal is sent to storage unit by communication unit, is stored by storage unit；Data processing unit obtains the data information of intelligent terminal from storage unit, and obtains control configuration file according to the data information of the intelligent terminal, and by the control configuration file write storage unit；Control unit obtains control configuration file from storage unit, and obtains control instruction according to the control configuration file, and control instruction is sent to intelligent terminal by communication unit, controls intelligent terminal.
Description
Technical Field
The invention relates to the field of intelligent terminal management, in particular to an intelligent home management system.
Background
With the increasing living standard and consumption ability of residents, the new demands of people for family life are gradually increasing. The change of traditional lives of people through informatization makes the demands of many people, especially the first-riched people, on smart families increasingly strong. Therefore, building of building intelligence, smart homes, and the like is also popular in recent years. At the present time when the smart home market is very hot, products and technical services are in short supply. The national global buying index is increasing explosively. Intelligent household products are used in the fields of anti-theft alarm, building control and the like; from the perspective of users, the market demands of home control, home environment and entertainment are urgent.
However, the management of the current intelligent terminal often needs to manually set various operation parameters, especially, the air conditioner and other devices which do not need to be used for 24 hours need to be manually turned on or turned off through a network, or the switching time needs to be set in advance, when the user forgets to manually turn on the device, the device cannot be turned on, so that the user cannot timely use the corresponding home environment (such as proper air humidity, temperature and air quality, and sound and television regulation).
Disclosure of Invention
In order to solve the above problems, the present invention provides an intelligent home management system, which can automatically set the on, off and operating parameters of each intelligent terminal according to the use habit of the user, thereby avoiding the trouble caused by the user forgetting to set the intelligent terminal.
The invention provides an intelligent home management system, which comprises:
the communication unit is respectively connected with the intelligent terminal, the control unit and the storage unit, and is used for sending the control instruction generated by the control unit to the intelligent terminal, acquiring the data information of the intelligent terminal and writing the data information into the storage unit;
the storage unit is used for storing the control configuration file and the data information of the intelligent terminal;
the data processing unit is connected with the storage unit and used for obtaining a control configuration file according to the data information of the intelligent terminal;
the control unit is connected with the storage unit and the communication unit and used for obtaining a control instruction according to the control configuration file stored in the storage unit and sending the control instruction to the intelligent terminal through the communication unit so as to realize control over the intelligent terminal;
the data information of the intelligent terminal is sent to the storage unit through the communication unit and is stored by the storage unit; the data processing unit acquires data information of the intelligent terminal from the storage unit, obtains a control configuration file according to the data information of the intelligent terminal, and writes the control configuration file into the storage unit; the control unit acquires the control configuration file from the storage unit, obtains a control instruction according to the control configuration file, and sends the control instruction to the intelligent terminal through the communication unit to control the intelligent terminal.
Preferably, the intelligent home management system further includes:
the user terminal is connected with the communication unit and used for controlling the intelligent terminal or acquiring the current data information of the intelligent terminal; the communication unit is also used for sending a modification instruction to the storage unit for modifying the storage control configuration file;
a user inputs a control instruction through a user terminal, the user terminal sends the control instruction to the intelligent terminal through the communication unit, and the intelligent terminal responds to the control instruction after receiving the control instruction and feeds back a response result to the intelligent terminal through the communication unit; a user inputs a first query instruction through a user terminal, the user terminal sends the first query instruction to the intelligent terminal through the communication unit, and after receiving the first query instruction, the intelligent terminal sends data information to be queried of the first query instruction to the intelligent terminal through the communication unit; a user inputs a modification instruction through a user terminal, the user terminal sends the modification instruction to a storage unit through a communication unit, and the storage unit modifies according to the modification instruction after receiving the modification instruction and feeds back a modification result to the intelligent terminal through the communication unit; a user inputs a second query instruction through a user terminal, the user terminal sends the second query instruction to a storage unit through a communication unit, and after receiving the second query instruction, the storage unit sends a control configuration file to be queried by the second query instruction and/or data information of the intelligent terminal to the user terminal through the communication unit;
preferably, the intelligent home management system further includes:
the server side is connected with the communication units of the intelligent home management subsystems and used for acquiring the control configuration files of the intelligent home management subsystems through the communication units, acquiring modification rule files of the control configuration files according to the control configuration files of the intelligent home management subsystems, sending the modification rule files to the data processing unit through the communication units, and modifying the control configuration files through the data processing unit according to the modification rule files.
Preferably, the intelligent home management system further includes:
and the second server side is respectively connected with the communication unit and the user terminal and is used as a relay for connection between the user terminal and the communication unit.
Preferably, the first and second liquid crystal materials are,
the control profile includes:
a plurality of groups, wherein the groups comprise groups of intelligent terminals according to spatial positions and groups of intelligent terminals according to usage time correlation;
starting and closing time of each group of intelligent terminals, parameters of each intelligent terminal and triggering conditions for parameter adjustment, wherein the triggering conditions for parameter adjustment comprise time conditions;
the grouping is obtained after the data processing unit carries out cluster analysis on the data information of the intelligent terminal, and the data information of the intelligent terminal comprises the starting time and the closing time of the intelligent terminal.
Preferably, the first and second liquid crystal materials are,
the modification rule file comprises:
the intelligent home management system comprises a plurality of control configuration file templates, a server side and a plurality of intelligent home management subsystems, wherein the control configuration file templates are obtained by clustering control configuration files of the intelligent home management subsystems for the server side and then averaging the control configuration files of each class;
the template selection rule is used for indicating the data processing unit to acquire a first duration of data information of the intelligent terminal of the current user; when the first time length is larger than a first preset value, judging a control configuration file template which is closest to the data information of the intelligent terminal of the current user, and taking the closest control configuration file template as the current control configuration file; the closest control profile template is a template selected by a first formula, the first formula being:
wherein,
in the formula, s represents the sequence of the control configuration file template to be selected; i represents the ith control profile template; tau represents the time translation amount and is used for adjusting the difference between different work and rest time, and the unit is hour; ri(tau) representing a correlation function of data information of the intelligent terminal of the current user and the ith control configuration file template, and representing the correlation of the use habit of the current user and the ith control configuration file template; j represents the jth grouping of the ith control profile template; n is a radical ofiRepresenting the number of groupings of the ith control profile template; x is the number ofij(t) represents the usage status of the jth packet of the ith control profile template at time t, which is 1 when the status is in use and 0 when the status is not in use; y isj(t- τ) represents a use state of the jth packet in the data information of the smart terminal of the current user at time (t- τ), the value is 1 when the state is use, and the value is 0 when the state is not use; t is a first duration;
the template modification rule is used for indicating the data processing unit to acquire the current time and the second time length of the data information of the intelligent terminal of the current user after the control configuration file template is used; and when the second time length is larger than a second preset value, modifying the current control configuration file according to the current time and the data information of the intelligent terminal of the user in the second time length to obtain an updated control configuration file.
Preferably, the clustering of the control configuration files of the multiple smart home management subsystems is performed by partitioning the smart home management subsystems according to geographic positions and then clustering the control configuration files of the smart home management subsystems in each region.
Preferably, the first and second liquid crystal materials are,
before grouping the intelligent terminals according to the use time correlation, obtaining the intelligent terminals which are not commonly used according to the data information of the intelligent terminals, and when the intelligent terminals are grouped, excluding the intelligent terminals which are not commonly used;
performing cluster analysis on the data information of the intelligent terminals, and performing cluster analysis on only the grouped data information of the intelligent terminals;
the method for obtaining the intelligent terminal which is not frequently used according to the data information of the intelligent terminal comprises the following steps:
acquiring starting frequency data of the intelligent terminal;
counting the starting times of each intelligent terminal, and obtaining the average value of the starting times of the intelligent terminals;
and counting the ratio of the starting times of each intelligent terminal to the average value, and identifying the intelligent terminal as an intelligent terminal which is not commonly used when the obtained ratio is smaller than a third preset value, wherein the third preset value is a positive real number smaller than 1.
Some of the benefits of the present invention may include:
according to the intelligent home management system provided by the invention, the on, off and operation parameters of each intelligent terminal can be automatically set according to the use habits of the user, so that the trouble caused by forgetting to set the intelligent terminals by the user is avoided.
Additional features and advantages of the invention will be set forth in the description which follows, and in part will be obvious from the description, or may be learned by practice of the invention. The objectives and other advantages of the invention will be realized and attained by the structure particularly pointed out in the written description and claims hereof as well as the appended drawings.
The technical solution of the present invention is further described in detail by the accompanying drawings and embodiments.
Drawings
The accompanying drawings, which are included to provide a further understanding of the invention and are incorporated in and constitute a part of this specification, illustrate embodiments of the invention and together with the description serve to explain the principles of the invention and not to limit the invention. In the drawings:
fig. 1 is a schematic diagram of an intelligent home management system according to an embodiment of the present invention.
Detailed Description
The preferred embodiments of the present invention will be described in conjunction with the accompanying drawings, and it will be understood that they are described herein for the purpose of illustration and explanation and not limitation.
Fig. 1 is a schematic diagram of an intelligent home management system according to an embodiment of the present invention, as shown in fig. 1, including:
the communication unit is respectively connected with the intelligent terminal, the control unit and the storage unit, and is used for sending a control instruction generated by the control unit to the intelligent terminal, acquiring data information of the intelligent terminal and writing the data information into the storage unit, wherein the data information of the intelligent terminal comprises the operating parameters and the acquired data of the intelligent terminal, such as the operating state of the current intelligent air conditioner, the current temperature, the current humidity, the air cleanliness and the like;
the storage unit is used for storing the control configuration file and the data information of the intelligent terminal;
the data processing unit is connected with the storage unit and used for obtaining a control configuration file according to the data information of the intelligent terminal;
the control unit is connected with the storage unit and the communication unit and used for obtaining a control instruction according to the control configuration file stored in the storage unit and sending the control instruction to the intelligent terminal through the communication unit so as to realize control over the intelligent terminal;
the data information of the intelligent terminal is sent to the storage unit through the communication unit and is stored by the storage unit; the data processing unit acquires data information of the intelligent terminal from the storage unit, obtains a control configuration file according to the data information of the intelligent terminal, and writes the control configuration file into the storage unit; the control unit acquires the control configuration file from the storage unit, obtains a control instruction according to the control configuration file, and sends the control instruction to the intelligent terminal through the communication unit to control the intelligent terminal.
According to the intelligent terminal and the method, the using habits (stored in the storage unit) of the user are processed (statistical analysis) through the data processing unit, the using habits (represented by the control configuration file) of the user on the intelligent terminal are obtained, and the opening, closing and operating parameters of the intelligent terminal are controlled according to the using habits (represented by the control configuration file) of the user, so that the trouble caused by the fact that the user forgets to set the intelligent terminal is avoided.
In order to solve the problem that the control configuration file cannot accurately predict the suitable future operating parameters due to the special situations such as temporary overtime, meetings, business trips and the like, the intelligent home management system further includes:
the user terminal is connected with the communication unit and used for controlling the intelligent terminal or acquiring the current data information of the intelligent terminal; the communication unit is also used for sending a modification instruction to the storage unit for modifying the storage control configuration file;
a user inputs a control instruction through a user terminal, the user terminal sends the control instruction to the intelligent terminal through the communication unit, and the intelligent terminal responds to the control instruction after receiving the control instruction and feeds back a response result to the intelligent terminal through the communication unit; a user inputs a first query instruction through a user terminal, the user terminal sends the first query instruction to an intelligent terminal through a communication unit, and the intelligent terminal sends data information to be queried of the first query instruction to the user terminal through the communication unit after receiving the first query instruction; a user inputs a modification instruction through a user terminal, the user terminal sends the modification instruction to a storage unit through a communication unit, and the storage unit modifies according to the modification instruction after receiving the modification instruction and feeds back a modification result to the intelligent terminal through the communication unit; and after receiving the second query instruction, the storage unit sends a control configuration file to be queried by the second query instruction and/or data information of the intelligent terminal to the user terminal through the communication unit.
In order to accelerate the learning speed due to the slow learning speed of the habit of a single user, the usage habit of a new user can be obtained more quickly by modifying the control configuration file of other people, in an embodiment of the present invention, the intelligent home management system further includes:
the server side is connected with the communication units of the intelligent home management subsystems and used for acquiring the control configuration files of the intelligent home management subsystems through the communication units, acquiring modification rule files of the control configuration files according to the control configuration files of the intelligent home management subsystems, sending the modification rule files to the data processing unit through the communication units, and modifying the control configuration files through the data processing unit according to the modification rule files. The modification rule file contains a modification rule for the control configuration file, and the modification rule is how to adjust the control configuration file according to the use habit of the user, for example, a control configuration file template prestored in the modification rule file is matched according to the use habit of the user (such as operation frequency, operation of the intelligent terminal at one time or operation after a period of time and the like), and is modified on the basis of the control configuration file template to become the control configuration file.
In order to facilitate the operation of the user by using the mobile phone and other devices, the information transfer can be performed through the platforms such as WeChat, and the intelligent home management system further comprises:
and the second server side (such as a WeChat server or other cloud servers) is respectively connected with the communication unit and the user terminal and is used as a relay for connection between the user terminal and the communication unit.
Since one behavior of the user often relates to the cooperative operation of a plurality of intelligent terminals, the operation of the intelligent terminals can be processed, so that the setting of the control configuration file is convenient, and the control configuration file can reflect the habit of the user more accurately (the cooperative operation of a plurality of intelligent terminals can reflect the habit of the user more than that of a single intelligent terminal),
the control profile includes:
a plurality of groups, wherein the groups comprise groups of intelligent terminals according to spatial positions (such as intelligent terminals in a same bedroom) and groups of intelligent terminals according to usage time correlation (such as television and sound are turned on simultaneously);
starting and closing time of each group of intelligent terminals, parameters of each intelligent terminal and triggering conditions for parameter adjustment, wherein the triggering conditions for parameter adjustment comprise time conditions;
the grouping is obtained after the data processing unit carries out cluster analysis on the data information of the intelligent terminal, and the data information of the intelligent terminal comprises the starting time and the closing time of the intelligent terminal.
In order to make the modification rule file suitable for most users, different modification rule files need to be set according to the use habits of the users, and the small files can cover the behavior habits of most users, in one embodiment of the invention,
the modification rule file comprises:
the intelligent home management system comprises a plurality of control configuration file templates, wherein the control configuration file templates are obtained by clustering control configuration files of a plurality of intelligent home management subsystems for a server side and then averaging the control configuration files of each type, for simple understanding, for example, a certain type of control configuration file corresponds to 3 intelligent home management subsystems, and in the control configuration file of a first intelligent home management subsystem: "the activation time of the first group of lighting devices is 8 pm: 00, the starting time of the television sound is 8: and 30, the starting time of the second group of lighting devices is 11: 00, … … ", control profile of the second smart home management subsystem: "the activation time of the first group of lighting devices is night 7: 50, the starting time of the television sound is 8: 20, the second group of lighting devices are activated for a time of 10: 50, … … ", control profile of the third smart home management subsystem: "the activation time of the first group of lighting devices is night 7: and 55, the starting time of the television sound is 8: and 30, the starting time of the second group of lighting devices is 11: 00, … … ", averaging the data in each type of control profile (not only time, but also operational parameter settings, such as light brightness, air conditioner temperature, humidity, sound intensity of sound, etc.), to obtain the control profile template for that type (user). As an example above, the control profile template may include: "activation time of a first group of lighting devices (e.g. 7:55 pm), activation time of a television set, activation time of a second group of lighting devices, … …".
The template selection rule is used for indicating the data processing unit to acquire a first duration of data information of the intelligent terminal of the current user; and when the first time length is larger than a first preset value, judging a control configuration file template closest to the data information of the intelligent terminal of the current user, and taking the closest control configuration file template as the current control configuration file. For example, for a user (excluding a new user with too little usage data) whose usage duration (i.e. a first duration) exceeds a certain time (i.e. a first preset value), clustering the intelligent terminals of the user according to the start time to obtain the grouping of the intelligent terminals of the user and the start time of the grouping; and matching the groups of the intelligent terminals of the users with the control profile templates with the same groups according to the groups and the average starting time point of each group, and determining which control profile template is closest to the use habit (reflected by the data information of the intelligent terminals) of the current users according to the similarity degree of the starting time points of the groups. Considering that there may be a large difference between working hours of different users, it is also necessary to eliminate the difference, and meanwhile, besides the starting time point, the usage duration is also important, so that it is necessary to consider more comprehensive usage data, a preferred method is to select which control profile template is the template closest to the data information of the intelligent terminal of the current user according to a first formula, where the first formula is:
wherein,
in the formula, s represents the sequence of the control configuration file template to be selected; i represents the ith control profile template; tau represents the amount of time shift to adjust for differences between different work and rest timesThe bit is hour; ri(tau) representing a correlation function of data information of the intelligent terminal of the current user and the ith control configuration file template, and representing the correlation of the use habit of the current user and the ith control configuration file template; j represents the jth grouping of the ith control profile template; n is a radical ofiRepresenting the number of groupings of the ith control profile template; x is the number ofij(t) represents the usage status of the jth packet of the ith control profile template at time t, which is 1 when the status is in use and 0 when the status is not in use; y isj(t- τ) represents a use state of the jth packet in the data information of the smart terminal of the current user at time (t- τ), the value is 1 when the state is use, and the value is 0 when the state is not use; t is a first duration.
In the embodiment of the invention, the data information of the intelligent terminal of the current user can represent the use habit of the current user, and firstly, a correlation function R between the current user and each control configuration file template is respectively determinedi(τ), wherein τ is an independent variable; then determining RiMaximum value of (τ) (i.e.) max Ri(τ) after which it is determined so that max Ri(τ) the largest value of i, i.e., s; at this time, the s-th control profile template is used as the template closest to the user habit of the current user. Meanwhile, the value range of the time t can be [0, tm]Wherein, tmIs a first duration; at time t, if the jth group of the ith control profile template indicates that the related device is in a use state (or an open state), the jth group of the ith control profile template is valid at time t, and x is the time tij(t) is taken to be 1. If the j grouping related equipment is determined to be in a use state at t-tau by time t offset tau (namely t-tau) according to the data information of the intelligent terminal, namely the equipment is effective at the time, the same yj(t- τ) is taken to be 1. Wherein if t- τ<0, then yj(t-τ)＝yj(0). When the time length set in the control profile template is one day (the control behaviors of each group are calculated by day), xij(t) is a period of 24 hours, and a period of one week when the period set in the control profile template is one week(if the weekend and the ordinary use conditions are different), xijThe period of (t) was 168 hours.
The template modification rule is used for indicating the data processing unit to acquire the current time and the second time length of the data information of the intelligent terminal of the current user after the control configuration file template is used; and when the second time length is larger than a second preset value, modifying the current control configuration file according to the current time and the data information of the intelligent terminal of the user in the second time length to obtain an updated control configuration file. For example, the data processing unit obtains the current time, judges the current season, and the time length (obtained by comprehensively judging the current time and the second time length) of the intelligent terminal used by the user in the current season, when the duration is small (at the beginning of the season), the control profile template is not modified, and when the duration reaches a certain level (greater than a second preset value, indicating that it has been used for a period of time in the season), and modifying the local control configuration file according to the data information (mainly data in the current season, so that the data needs to be weighted, the weight of the data closer to the current time is larger, and the weight of the data earlier is smaller) of the intelligent terminal of the user in the second time length (because the initial state of the control configuration file is the control configuration file template, namely the control configuration file template is modified).
In addition, since different regions have different climates and living habits, in order to reflect the characteristic more accurately and enable the control profile template to be more accurate, in one embodiment of the present invention, the control profiles of the plurality of smart home management subsystems are clustered, and after the smart home management subsystems are partitioned according to geographical locations, the control profiles of the smart home management subsystems in each region are clustered respectively. For example, clustering is performed on each city, for the classification (such as lighting class, sound class, and air conditioning class) related to each control profile template in the city, the start and stop time points (or other operation parameters) in each classification are used as the values of the control profiles in the dimension, the classifications are arranged according to a certain sequence to obtain the coordinates of the control profiles, and then the control profiles can be clustered according to the coordinate values.
Since some intelligent terminals, such as security equipment, are often turned off only after being started or only during maintenance, and the randomness of data information (such as start time and the like) is too high, if the equipment is considered during grouping and clustering, data interference is caused, so that in order to eliminate the interference of the intelligent terminals, the control configuration file and the control configuration file are more accurate, in one embodiment of the invention,
before grouping the intelligent terminals according to the use time correlation, obtaining the intelligent terminals which are not commonly used according to the data information of the intelligent terminals, and when the intelligent terminals are grouped, excluding the intelligent terminals which are not commonly used;
performing cluster analysis on the data information of the intelligent terminals, and performing cluster analysis on only the grouped data information of the intelligent terminals;
the method for obtaining the intelligent terminal which is not frequently used according to the data information of the intelligent terminal comprises the following steps:
acquiring starting frequency data of the intelligent terminal;
counting the starting times of each intelligent terminal, and obtaining the average value of the starting times of the intelligent terminals;
and counting the ratio of the starting times of each intelligent terminal to the average value, and identifying the intelligent terminal as an intelligent terminal which is not commonly used when the obtained ratio is smaller than a third preset value. The third preset value is a positive real number smaller than 1, and the preferred value of the third preset value is between 0.03 and 0.15.
According to the intelligent home management system provided by the invention, the on, off and operation parameters of each intelligent terminal can be automatically set according to the use habits of the user, so that the trouble caused by forgetting to set the intelligent terminals by the user is avoided.
The present invention is described with reference to flowchart illustrations and/or block diagrams of methods, apparatus (systems), and computer program products according to embodiments of the invention. It will be understood that each flow and/or block of the flow diagrams and/or block diagrams, and combinations of flows and/or blocks in the flow diagrams and/or block diagrams, can be implemented by computer program instructions. These computer program instructions may be provided to a processor of a general purpose computer, special purpose computer, embedded processor, or other programmable data processing apparatus to produce a machine, such that the instructions, which execute via the processor of the computer or other programmable data processing apparatus, create means for implementing the functions specified in the flowchart flow or flows and/or block diagram block or blocks.
These computer program instructions may also be stored in a computer-readable memory that can direct a computer or other programmable data processing apparatus to function in a particular manner, such that the instructions stored in the computer-readable memory produce an article of manufacture including instruction means which implement the function specified in the flowchart flow or flows and/or block diagram block or blocks.
These computer program instructions may also be loaded onto a computer or other programmable data processing apparatus to cause a series of operational steps to be performed on the computer or other programmable apparatus to produce a computer implemented process such that the instructions which execute on the computer or other programmable apparatus provide steps for implementing the functions specified in the flowchart flow or flows and/or block diagram block or blocks.
It will be apparent to those skilled in the art that various changes and modifications may be made in the present invention without departing from the spirit and scope of the invention. Thus, if such modifications and variations of the present invention fall within the scope of the claims of the present invention and their equivalents, the present invention is also intended to include such modifications and variations.
Claims (6)
1. An intelligent home management system, comprising: one or more intelligent home management subsystems;
the communication unit is respectively connected with the intelligent terminal, the control unit and the storage unit, and is used for sending the control instruction generated by the control unit to the intelligent terminal, acquiring the data information of the intelligent terminal and writing the data information into the storage unit;
the storage unit is used for storing the control configuration file and the data information of the intelligent terminal;
the data processing unit is connected with the storage unit and used for obtaining a control configuration file according to the data information of the intelligent terminal;
the control unit is connected with the storage unit and the communication unit and used for obtaining a control instruction according to the control configuration file stored in the storage unit and sending the control instruction to the intelligent terminal through the communication unit so as to realize control over the intelligent terminal;
the data information of the intelligent terminal is sent to the storage unit through the communication unit and is stored by the storage unit; the data processing unit acquires data information of the intelligent terminal from the storage unit, obtains a control configuration file according to the data information of the intelligent terminal, and writes the control configuration file into the storage unit; the control unit acquires a control configuration file from the storage unit, acquires a control instruction according to the control configuration file, and sends the control instruction to the intelligent terminal through the communication unit to control the intelligent terminal;
further comprising: the server side is connected with the communication units of the intelligent home management subsystems and used for acquiring the control configuration files of the intelligent home management subsystems through the communication units, acquiring modification rule files of the control configuration files according to the control configuration files of the intelligent home management subsystems, sending the modification rule files to the data processing unit through the communication units, and modifying the control configuration files through the data processing unit according to the modification rule files;
the modification rule file comprises:
the intelligent home management system comprises a plurality of control configuration file templates, a server side and a plurality of intelligent home management subsystems, wherein the control configuration file templates are obtained by clustering control configuration files of the intelligent home management subsystems for the server side and then averaging the control configuration files of each class;
the template selection rule is used for indicating the data processing unit to acquire a first duration of data information of the intelligent terminal of the current user; when the first time length is larger than a first preset value, judging a control configuration file template which is closest to the data information of the intelligent terminal of the current user, and taking the closest control configuration file template as the current control configuration file; the closest control profile template is a template selected by a first formula, the first formula being:
wherein,
in the formula, s represents the sequence of the control configuration file template to be selected; i represents the ith control profile template; tau represents the time translation amount and is used for adjusting the difference between different work and rest time, and the unit is hour; ri(tau) representing a correlation function of data information of the intelligent terminal of the current user and the ith control configuration file template, and representing the correlation of the use habit of the current user and the ith control configuration file template; j represents the jth grouping of the ith control profile template; n is a radical ofiRepresenting the number of groupings of the ith control profile template; x is the number ofij(t) represents the usage status of the jth packet of the ith control profile template at time t, which is 1 when the status is in use and 0 when the status is not in use; y isj(t- τ) represents a use state of the jth packet in the data information of the smart terminal of the current user at time (t- τ), the value is 1 when the state is use, and the value is 0 when the state is not use; t is a first duration;
the template modification rule is used for indicating the data processing unit to acquire the current time and the second time length of the data information of the intelligent terminal of the current user after the control configuration file template is used; and when the second time length is larger than a second preset value, modifying the current control configuration file according to the current time and the data information of the intelligent terminal of the user in the second time length to obtain an updated control configuration file.
2. The system of claim 1, further comprising:
the user terminal is connected with the communication unit and used for controlling the intelligent terminal or acquiring the current data information of the intelligent terminal; the communication unit is also used for sending a modification instruction to the storage unit for modifying the storage control configuration file;
a user inputs a control instruction through a user terminal, the user terminal sends the control instruction to the intelligent terminal through the communication unit, and the intelligent terminal responds to the control instruction after receiving the control instruction and feeds back a response result to the intelligent terminal through the communication unit; a user inputs a first query instruction through a user terminal, the user terminal sends the first query instruction to an intelligent terminal through a communication unit, and the intelligent terminal sends data information to be queried of the first query instruction to the user terminal through the communication unit after receiving the first query instruction; a user inputs a modification instruction through a user terminal, the user terminal sends the modification instruction to a storage unit through a communication unit, and the storage unit modifies according to the modification instruction after receiving the modification instruction and feeds back a modification result to the user terminal through the communication unit; and after receiving the second query instruction, the storage unit sends a control configuration file to be queried by the second query instruction and/or data information of the intelligent terminal to the user terminal through the communication unit.
3. The system of claim 2, further comprising:
and the second server side is respectively connected with the communication unit and the user terminal and is used as a relay for connection between the user terminal and the communication unit.
4. The system of claim 1,
the control profile includes:
a plurality of groups, wherein the groups comprise groups of intelligent terminals according to spatial positions and groups of intelligent terminals according to usage time correlation;
starting and closing time of each group of intelligent terminals, parameters of each intelligent terminal and triggering conditions for parameter adjustment, wherein the triggering conditions for parameter adjustment comprise time conditions;
the grouping is obtained after the data processing unit carries out cluster analysis on the data information of the intelligent terminal, and the data information of the intelligent terminal comprises the starting time and the closing time of the intelligent terminal.
5. The system of claim 1, wherein the clustering of the control profiles of the plurality of smart home management subsystems is performed by partitioning the smart home management subsystems according to geographical locations, and then clustering the control profiles of the smart home management subsystems of each area.
6. The system of claim 4,
before grouping the intelligent terminals according to the use time correlation, obtaining the intelligent terminals which are not commonly used according to the data information of the intelligent terminals, and when the intelligent terminals are grouped, excluding the intelligent terminals which are not commonly used;
performing cluster analysis on the data information of the intelligent terminals, and performing cluster analysis on only the grouped data information of the intelligent terminals;
the method for obtaining the intelligent terminal which is not frequently used according to the data information of the intelligent terminal comprises the following steps:
acquiring starting frequency data of the intelligent terminal;
counting the starting times of each intelligent terminal, and obtaining the average value of the starting times of the intelligent terminals;
and counting the ratio of the starting times of each intelligent terminal to the average value, and identifying the intelligent terminal as an intelligent terminal which is not commonly used when the obtained ratio is smaller than a third preset value, wherein the third preset value is a positive real number smaller than 1.
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