CN112782994B - Intelligent household control system based on user data analysis - Google Patents
Intelligent household control system based on user data analysis Download PDFInfo
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- CN112782994B CN112782994B CN202011633038.4A CN202011633038A CN112782994B CN 112782994 B CN112782994 B CN 112782994B CN 202011633038 A CN202011633038 A CN 202011633038A CN 112782994 B CN112782994 B CN 112782994B
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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
- 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], 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
- 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
- Y02—TECHNOLOGIES OR APPLICATIONS FOR MITIGATION OR ADAPTATION AGAINST CLIMATE CHANGE
- 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]
Abstract
The invention relates to the technical field of intelligent home, and provides an intelligent home control system based on user data analysis, which aims to solve the problem of electric energy waste caused by the fact that a user forgets to control the closing of indoor equipment in the existing intelligent home; the storage module is used for storing a device blacklist; the control module is used for controlling the corresponding equipment to operate according to the received control information; wherein: the communication module is also used for receiving a device blacklist which is sent by the user terminal and is expected to be closed after leaving home; the image acquisition module is used for acquiring indoor images; the identification module is used for identifying the collected indoor images and identifying the running state of corresponding equipment according to an equipment blacklist when no person is in the room; and the control module controls the corresponding equipment to be closed when recognizing that the corresponding equipment is still in the working state.
Description
Technical Field
The invention relates to the technical field of intelligent home, in particular to an intelligent home control system based on user data analysis.
Background
The intelligent home is embodied in an internet of things manner under the influence of the internet. The intelligent home connects various devices (such as a lighting system, a security system, network household appliances and the like) in the home together through the Internet of things technology, and provides multiple functions and means such as lighting control, anti-theft alarm, household appliance control, programmable timing control and the like. Compared with the common home, the intelligent home has the traditional living function, integrates the functions of building, network communication, information household appliance and equipment automation, provides an all-around information interaction function, and even saves funds for various energy expenses.
When the existing intelligent home is used for controlling indoor equipment, a user is generally required to control the indoor equipment through a control terminal, and although the control mode can ensure that the indoor equipment works according to the user requirements, once the user forgets to turn off the indoor equipment, a large amount of electric energy is wasted. Although the indoor equipment is turned off in a remote control mode after the user reminds, the electric energy is wasted when the user forgets to turn off the indoor equipment within the time from the user going out to the time when the user turns off the indoor equipment remotely.
Disclosure of Invention
The invention aims to provide an intelligent home control system based on user data analysis, and aims to solve the problem that electric energy is wasted due to the fact that a user forgets to control indoor equipment to be turned off in the existing intelligent home.
The basic scheme provided by the invention is as follows: the intelligent home control system based on user data analysis comprises a communication module, a control module and a processing module, wherein the communication module is used for receiving control information sent by a user terminal;
the storage module is used for storing a device blacklist;
the control module is used for controlling the corresponding equipment to operate according to the received control information;
wherein: the communication module is also used for receiving a device blacklist which is sent by the user terminal and is expected to be closed after leaving home;
the image acquisition module is used for acquiring indoor images;
the identification module is used for identifying the collected indoor images and identifying the running state of corresponding equipment according to an equipment blacklist when no person is in the room;
and the control module controls the corresponding equipment to be closed when recognizing that the corresponding equipment is still in the working state.
The principle and the beneficial effects of the basic scheme are as follows: compared with the existing intelligent home control system, in the scheme, the communication module is further used for receiving the equipment blacklist sent by the user terminal, equipment recorded in the equipment blacklist is equipment which a user wants to close after the user leaves home, such as water taps, illuminating lamps and the like, the image acquisition module is arranged for acquiring indoor images, whether the user is in a room or not is identified by the identification module according to the indoor images, when the user is identified that the user is not in the room, the user is indicated to leave the home, the equipment in the equipment blacklist is required to be in a closed state, then the identification module is matched with the control module, if the identification module identifies that the equipment in the equipment blacklist is still in a working state, the control module controls the corresponding equipment to be closed, so that the automatic closing of the corresponding equipment after the user leaves the home is achieved, and the problem of electric energy waste caused by the fact that the user forgets to close the equipment is avoided.
The first preferred scheme is as follows: preferably, when the identification module identifies the corresponding device still in the working state according to the device blacklist, the communication module sends the device list of the corresponding device to the user terminal and receives a confirmation list fed back by the user terminal, and the control module controls the closing of the corresponding device according to the confirmation list. Has the advantages that: for the equipment in the equipment blacklist, considering that sometimes, even if the user leaves home, the user does not close the equipment when leaving home because the user needs to continue working, however, the equipment is closed under the coordination of the identification module and the control module, in the scheme, after the user leaves home, the identification module identifies that the equipment in the equipment blacklist still runs, the identification list is sent to the user terminal firstly, the user can confirm the equipment needing to be closed in the identification list according to own requirements, and then the control module controls the corresponding equipment to be closed according to the identification list, so that the mistaken closing of the corresponding equipment during the operation can be avoided.
The preferred scheme II is as follows: as the optimization of the basic scheme, the communication module is also used for acquiring the travel information in the user terminal; the storage module is also prestored with travel categories and corresponding travel articles; the identification module identifies the travel information according to the travel category and the corresponding travel article and generates an article list, and the communication module sends the obtained article list to the user terminal. Has the advantages that: considering that the travel categories are different, the articles to be carried by the user are also different, so in the scheme, the communication module further acquires the travel information in the user terminal, and then the identification module identifies the travel category corresponding to the travel information.
The preferred scheme is three: as the optimization of the second optimization scheme, the storage module is also preset with standard images corresponding to the travel articles; when the identification module identifies the corresponding trip article according to the trip category and the corresponding trip article, the identification module is further used for identifying whether an article image matched with the standard image of the corresponding trip article exists in the collected indoor image, and when the corresponding article image is identified, the communication module sends prompt information to the user terminal. Has the beneficial effects that: in this scheme, when having the article image to the standard image matching of trip article in the indoor image discernment of identification module, indoor trip article that the user trip should be carried of still placing promptly, also indicate that the user has the trip article of losing in indoor, communication module sends tip information this moment to the suggestion user has the article of forgetting, thereby ensures user's smooth trip.
The preferable scheme is four: preferably, the presentation information includes a name of the corresponding article of the identified article image. Has the advantages that: in this scheme, the prompt message includes the article name that corresponds of the article image of discerning, and the user can directly know the article that oneself left, and the user just also can mend required trip article fast.
The preferable scheme is five: preferably, the image acquisition module is also used for acquiring images of dishes in the refrigerator, and the storage module is also prestored with standard images of the menu and the dishes; the identification module identifies the dish image in the refrigerator according to the standard image of the dish to obtain dish information in the refrigerator; the system also comprises a matching module used for matching a corresponding menu from the pre-stored menu according to the menu information, and the communication module sends the menu to the user terminal. Has the advantages that: considering that many people often do not know what to do when doing dishes and often decide what to do after long-term entanglement, in the scheme, dishes in the refrigerator are identified through the cooperation of the image acquisition module and the identification module, then corresponding recipes are matched from the large and the whole recipes according to the identified dish information, the matched recipes are dishes which can be made, after the communication module pushes the matched recipes to the user terminal, the user can select and cook dishes according to the selected recipes by himself, the process of recommending the recipes to the user is omitted, the matched recipes are matched according to the existing dishes in the refrigerator, and the dishes of the refrigerator are guaranteed to be enough for the user, so that the cooking efficiency of the user is improved.
The preferred scheme is six: as a preference of the fifth preferred scheme, the communication module is further configured to receive recipe confirmation information of the user, and the storage module stores the recipe confirmation information; the system also comprises an analysis module which is used for analyzing the stored menu confirmation information to obtain the preference taste of the user, and the identification module is used for matching the menu according to the preference taste and the dish information. Has the advantages that: according to the scheme, the analysis module is arranged to analyze the menu confirmation information stored historically so as to obtain the preference taste of the user, after the preference taste is obtained, the identification module identifies the menu according to the preference taste and the menu information, the menu identified is the menu meeting the preference taste of the user, and the accuracy rate of menu recommendation is improved.
The preferable scheme is seven: preferably, the analysis module further analyzes the stored menu confirmation information to obtain a favorite menu list of the user, when the identification module identifies that there are no dishes in the refrigerator, the identification module identifies a required menu list from the menu according to the favorite menu list, and the communication module sends the required menu list to the user terminal. Has the beneficial effects that: according to the scheme, after the favorite menu list of the user is obtained through analysis of the analysis module, the required dishes are identified by the identification module, then the menu list of the required dishes is pushed to the user terminal through the communication module, and when no dishes exist in the refrigerator, the menu list of the required dishes pushed to the user provides a purchase list for the user to serve as a reference.
The preferred scheme eight: preferably, as a sixth preferred scheme, the analysis module includes a statistical unit and a comparison unit, the statistical unit performs statistics on the taste of the recipe corresponding to the stored recipe confirmation information to obtain a statistical value, the storage module presets a statistical threshold, and the comparison unit compares the obtained statistical value with the statistical threshold and obtains a preference taste corresponding to the statistical threshold which is greater than the statistical value. Has the advantages that: in the scheme, the preference taste of the user is obtained by utilizing the statistical unit and the comparison unit, and the operation is simple.
Drawings
Fig. 1 is a block diagram of a first embodiment of an intelligent home control system based on user data analysis according to the present invention.
Detailed Description
The following is further detailed by way of specific embodiments:
example one
Substantially as shown in figure 1: the intelligent home control system based on user data analysis comprises a communication module, a control module and a control module, wherein the communication module is used for receiving control information sent by a user terminal, a device blacklist expected to be closed after leaving home and travel information in the user terminal; the user terminal can be a mobile phone, an Ipad or a control panel, the user terminal is a mobile phone in this embodiment, and the communication module is a WIFI module.
The storage module is used for storing the equipment blacklist, the trip category, the corresponding trip item and the standard image corresponding to the trip item; the device blacklist includes A1, A2, A3, … …, an, specifically, the device blacklist may include An illumination lamp, an air conditioner, etc., and a user may perform editing operations including adding and deleting on devices in the device blacklist according to actual needs of the user; the travel categories and corresponding travel items stored in this embodiment are shown in table one. The user can also modify the specific content of the table one according to the actual requirement of the user on the trip.
Watch 1
And the control module is used for controlling the corresponding equipment to operate according to the received control information.
The image acquisition module is used for acquiring indoor images; the image acquisition module in this embodiment is a camera.
The recognition module is used for recognizing the collected indoor images and recognizing the running states of the corresponding equipment according to the equipment blacklist when no person is recognized in the room; when the operation state of the corresponding device is identified, in consideration of the fact that the temperature of the device rises when the device is closed in operation, the temperature online monitoring device is adopted for identification in the embodiment, namely, the temperature detection module is arranged on the corresponding device and used for detecting the real-time temperature of the corresponding device, the temperature threshold value is preset in the storage module, and when the detected real-time temperature is greater than the temperature threshold value, the identification result indicates that the corresponding device is in the working state.
When the identification module identifies the corresponding equipment still in a working state according to the equipment blacklist, if the illuminating lamp is identified to be in a lighting state, the illuminating lamp is indicated to be in the working state, and the communication module sends the equipment list of the corresponding equipment to the user terminal and receives a confirmation list fed back by the user terminal; and the indoor image acquisition system is also used for identifying whether an article image matched with the standard image of the corresponding trip article exists in the acquired indoor image.
The control module also controls the closing of the corresponding equipment according to the confirmation list.
The identification module identifies the travel information according to the travel category and the corresponding travel article and generates an article list, and the communication module sends the obtained article list to the user terminal; the system is also used for identifying whether an article image matched with the standard image of the corresponding trip article exists in the collected indoor image, and when the corresponding article image is identified, the communication module sends prompt information containing the name of the corresponding article of the identified article image to the user terminal.
The specific implementation process is as follows: when the indoor equipment is used, a user sends control information through the user terminal of the user, if the user starts an illuminating lamp, after the communication module receives the control information, the control module controls the illuminating lamp to be turned on, and the function of automatically controlling the indoor equipment to be turned on or turned off is achieved.
In consideration of the fact that a user may forget to turn off some devices when going out, for example, when the user goes out, an indoor illuminating lamp needs to be turned off to avoid waste of electric energy, in this embodiment, when the identification module identifies that no person is in the room, the identification module further identifies the operating states of the corresponding devices A1, A2, A3, … …, an according to the device blacklist, when the devices A1, A2, A3, … …, an are still in the operating states, the communication module sends the device list still in the operating states to the user terminal, if the devices A1 and A3 are identified to be in the operating states, the device list is "A1, A3", then the user terminal can select a device needing to be turned off and control the user terminal to send a confirmation list after receiving the device list, if the user only wishes to turn off the device A1, the communication module turns off the device A1 according to the confirmation list.
Considering that users have different travel purposes, the articles to be carried are different. Taking office workers as an example, the travel category of the user is usually office work, so that the articles carried by the user are not changed, and in order to reduce the number of the articles carried by the user, the articles which are not needed to be used during office work are generally placed at home. When the user temporarily changes the travel category, some necessary articles may be left, for example, the user does not use the identity card in office at ordinary times, so the identity card is stored in home, and when the user temporarily goes on a business, the user may forget to take the identity card when going out, especially when going out in a hurry.
Therefore, in this embodiment, the communication module may further obtain a travel schedule in the user terminal, and then the identification module identifies a travel category corresponding to the travel schedule and a corresponding travel item to generate an item list, where if the travel category is out of business, the item list is a "key, a mobile phone, a notebook computer, an identification card, a toiletry, and clothes for changing and washing", and the communication module sends the obtained item list to the user terminal to remind the user of the corresponding item that needs to be taken, so as to avoid forgetting the user. The time for pushing the item list to the user terminal by the communication module can be set to be evening before the user goes out and also set to be five hours before the user goes out, the time setting can be realized by adopting the existing timing function, the time for the user to go out is contained in the line Cheng Anpai, and the timing sending of the item list can be realized by utilizing the timing function.
In order to allow the user to quickly know the left articles and the positions of the left articles, the embodiment further identifies the collected indoor images by using the identification module, and when corresponding article images are identified, if article C is identified on the sofa, that is, article C is left on the user's trip, the communication module sends prompt information to the user terminal at the moment, if' article C on trip, the position: sofa ", the user not only can know the article of losing through prompt information and can also know the position of the article of losing to convenience of customers finds article fast.
Example two
Compared with the first embodiment, in the present embodiment, the storage module also prestores standard images of the menu and dishes; the menu comprises various menus, and the menu comprises required dishes, as shown in the table II.
Watch 2
| Menu | C1 | C2 | C3 | …… |
| Required dishes | B1、B3 | B1、B4 | B2、B3 | …… |
The image acquisition module is also used for acquiring images of dishes in the refrigerator, and the identification module identifies the images of the dishes in the refrigerator according to the standard images of the dishes to obtain information of the dishes in the refrigerator.
And the matching module is used for matching a corresponding menu from the pre-stored menu according to the menu information, and the communication module sends the menu to the user terminal.
The communication module is also used for receiving menu confirmation information of the user, and the storage module stores the menu confirmation information.
The analysis module is used for analyzing the stored menu confirmation information to obtain the preference taste of the user, the identification module is used for matching the menu according to the preference taste and the dish information, concretely, the analysis module comprises a statistical unit and a comparison unit, the statistical unit is used for counting the taste of the menu corresponding to the stored menu confirmation information to obtain a statistical value, if the taste of the menu can comprise sour, sweet, spicy, hot and light, a statistical threshold value is preset in the storage module, the statistical value obtained by the comparison unit is compared with the statistical threshold value, and the statistical threshold value is larger than the preference taste corresponding to the statistical value.
The analysis module is used for analyzing the stored menu confirmation information to obtain a favorite menu list of the user, when the identification module identifies that no dishes exist in the refrigerator, the identification module identifies a required menu list from the menu according to the favorite menu list, and the communication module is used for sending the required menu list to the user terminal.
Considering that a user often entangles what dishes to be done when cooking, on one hand, because the user is cooking every day, the user usually does the same dishes repeatedly, and does not know what dishes to do if doing too much, and on the other hand, does not know what dishes can be made by the dishes at home, in the embodiment, the image acquisition module also acquires dish images in the refrigerator, the identification module identifies and obtains dish information, if the dishes B1, B2 and B3 are identified to be placed in the refrigerator, the dish information is that the dishes B1, B2 and B3 are matched with corresponding recipes C1 and C3 from the large menu, and then the communication module sends the recipes C1 and C3 to the user terminal.
And then the communication module receives the recipe confirmation information sent by the user terminal, if the user selects the recipe C1, the recipe confirmation information is 'C1', and then the storage module stores the recipe confirmation information.
After the storage module stores the menu confirmation information, the preference taste of the user can be analyzed through the stored menu confirmation information. Specifically, the analysis module comprises a statistic unit and a comparison unit, the statistic unit is used for carrying out statistics on the taste corresponding to the stored recipe confirmation information to obtain a corresponding statistic value, then the comparison unit is used for comparing the statistic value with a statistic threshold value prestored in the storage module, when the statistic value is greater than the statistic threshold value, if the statistic threshold value is set to be X, the statistic value of the taste Y1 is counted to be X1, if the statistic threshold value is greater than X, the taste Y1 is the preference taste of the user, then the identification module is used for carrying out recipe matching according to the preference and the recipe information, and the preference degree of the identified recipe by the user is improved.
By adopting the analysis method, the analysis module further analyzes according to the stored menu confirmation information to obtain the favorite menu list of the user, if the analyzed favorite menu list is C1 and C3, when the identification module identifies that no dishes exist in the refrigerator, the identification module is further used for identifying the required menu list corresponding to the favorite menu list and sending the menu list to the user terminal through the communication module for the user to refer when buying the dishes.
The foregoing is merely an example of the present invention, and common general knowledge in the field of known specific structures and characteristics is not described herein in any greater extent than that known in the art at the filing date or prior to the priority date of the application, so that those skilled in the art can now appreciate that all of the above-described techniques in this field and have the ability to apply routine experimentation before this date can be combined with one or more of the present teachings to complete and implement the present invention, and that certain typical known structures or known methods do not pose any impediments to the implementation of the present invention by those skilled in the art. It should be noted that, for those skilled in the art, without departing from the structure of the present invention, several changes and modifications can be made, which should also be regarded as the protection scope of the present invention, and these will not affect the effect of the implementation of the present invention and the practicability of the patent. The scope of the claims of the present application shall be defined by the claims, and the description of the embodiments and the like in the specification shall be used to explain the contents of the claims.
Claims (7)
1. The intelligent home control system based on user data analysis comprises a communication module, a data processing module and a data processing module, wherein the communication module is used for receiving control information sent by a user terminal;
the control module is used for controlling the corresponding equipment to operate according to the received control information;
the method is characterized in that: the communication module is also used for receiving a device blacklist which is sent by the user terminal and is expected to be closed after leaving home;
the storage module is used for storing the device blacklist;
the image acquisition module is used for acquiring indoor images;
the identification module is used for identifying the collected indoor images and identifying the running state of the corresponding equipment according to the equipment blacklist when no person is identified indoors;
the control module is used for controlling the corresponding equipment to be closed when recognizing that the corresponding equipment is still in the working state;
the communication module is also used for acquiring the travel information in the user terminal;
the storage module is also prestored with travel categories and corresponding travel articles;
the identification module identifies the travel information according to the travel category and generates an article list, and the communication module sends the obtained article list to a user terminal;
the storage module is also preset with a standard image corresponding to the travel article; when the identification module identifies the corresponding trip object according to the trip category, the identification module is further used for identifying whether an object image matched with the standard image of the corresponding trip object exists in the collected indoor image, and when the corresponding object image is identified, the communication module sends prompt information to the user terminal.
2. The smart home control system based on user data analysis according to claim 1, wherein: when the identification module identifies the corresponding equipment still in the working state according to the equipment blacklist, the communication module sends the equipment list of the corresponding equipment to the user terminal and receives a confirmation list fed back by the user terminal, and the control module controls the closing of the corresponding equipment according to the confirmation list.
3. The smart home control system based on user data analysis according to claim 1, wherein: the prompt information includes the name of the corresponding article of the identified article image.
4. The smart home control system based on user data analysis according to claim 1, wherein: the image acquisition module is also used for acquiring images of dishes in the refrigerator, and the storage module is also prestored with standard images of a menu and dishes;
the identification module identifies the dish images in the refrigerator according to the standard images of the dishes to obtain information of the dishes in the refrigerator;
the system also comprises a matching module used for matching a corresponding menu from a pre-stored menu master according to the menu information, and the communication module sends the menu to the user terminal.
5. The smart home control system based on user data analysis according to claim 4, wherein: the communication module is also used for receiving menu confirmation information of a user, and the storage module stores the menu confirmation information;
the system also comprises an analysis module used for analyzing the stored menu confirmation information to obtain the preference taste of the user, and the identification module is used for matching the menu according to the preference taste and the dish information.
6. The smart home control system based on user data analysis of claim 5, wherein: the analysis module is used for analyzing the stored menu confirmation information to obtain a favorite menu list of the user, when the identification module identifies that no dishes exist in the refrigerator, the identification module identifies a required menu from the menu according to the favorite menu list, and the communication module is used for sending the required menu list to the user terminal.
7. The smart home control system based on user data analysis of claim 5, wherein: the analysis module comprises a statistic unit and a comparison unit, the statistic unit is used for carrying out statistics on the taste of the menu corresponding to the stored menu confirmation information to obtain a statistic value, a statistic threshold value is preset in the storage module, and the comparison unit is used for comparing the obtained statistic value with the statistic threshold value and obtaining a preference taste corresponding to the statistic threshold value larger than the statistic value.
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