CN111536757B - Household appliance use habit reminding method, refrigerator and computer storage medium - Google Patents

Household appliance use habit reminding method, refrigerator and computer storage medium Download PDF

Info

Publication number
CN111536757B
CN111536757B CN202010463732.XA CN202010463732A CN111536757B CN 111536757 B CN111536757 B CN 111536757B CN 202010463732 A CN202010463732 A CN 202010463732A CN 111536757 B CN111536757 B CN 111536757B
Authority
CN
China
Prior art keywords
user
household appliance
refrigerator
users
energy
Prior art date
Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
Active
Application number
CN202010463732.XA
Other languages
Chinese (zh)
Other versions
CN111536757A (en
Inventor
徐迪迪
卞景富
王庆
吴明霄
汪静
陈泽伟
Current Assignee (The listed assignees may be inaccurate. Google has not performed a legal analysis and makes no representation or warranty as to the accuracy of the list.)
Hefei Hualing Co Ltd
Midea Group Co Ltd
Hefei Midea Refrigerator Co Ltd
Original Assignee
Hefei Hualing Co Ltd
Midea Group Co Ltd
Hefei Midea Refrigerator Co Ltd
Priority date (The priority date is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the date listed.)
Filing date
Publication date
Application filed by Hefei Hualing Co Ltd, Midea Group Co Ltd, Hefei Midea Refrigerator Co Ltd filed Critical Hefei Hualing Co Ltd
Priority to CN202010463732.XA priority Critical patent/CN111536757B/en
Publication of CN111536757A publication Critical patent/CN111536757A/en
Application granted granted Critical
Publication of CN111536757B publication Critical patent/CN111536757B/en
Active legal-status Critical Current
Anticipated expiration legal-status Critical

Links

Images

Classifications

    • F—MECHANICAL ENGINEERING; LIGHTING; HEATING; WEAPONS; BLASTING
    • F25—REFRIGERATION OR COOLING; COMBINED HEATING AND REFRIGERATION SYSTEMS; HEAT PUMP SYSTEMS; MANUFACTURE OR STORAGE OF ICE; LIQUEFACTION SOLIDIFICATION OF GASES
    • F25D—REFRIGERATORS; COLD ROOMS; ICE-BOXES; COOLING OR FREEZING APPARATUS NOT OTHERWISE PROVIDED FOR
    • F25D29/00—Arrangement or mounting of control or safety devices
    • F—MECHANICAL ENGINEERING; LIGHTING; HEATING; WEAPONS; BLASTING
    • F25—REFRIGERATION OR COOLING; COMBINED HEATING AND REFRIGERATION SYSTEMS; HEAT PUMP SYSTEMS; MANUFACTURE OR STORAGE OF ICE; LIQUEFACTION SOLIDIFICATION OF GASES
    • F25D—REFRIGERATORS; COLD ROOMS; ICE-BOXES; COOLING OR FREEZING APPARATUS NOT OTHERWISE PROVIDED FOR
    • F25D29/00—Arrangement or mounting of control or safety devices
    • F25D29/008—Alarm devices
    • F—MECHANICAL ENGINEERING; LIGHTING; HEATING; WEAPONS; BLASTING
    • F25—REFRIGERATION OR COOLING; COMBINED HEATING AND REFRIGERATION SYSTEMS; HEAT PUMP SYSTEMS; MANUFACTURE OR STORAGE OF ICE; LIQUEFACTION SOLIDIFICATION OF GASES
    • F25D—REFRIGERATORS; COLD ROOMS; ICE-BOXES; COOLING OR FREEZING APPARATUS NOT OTHERWISE PROVIDED FOR
    • F25D2600/00—Control issues
    • F25D2600/02—Timing
    • F—MECHANICAL ENGINEERING; LIGHTING; HEATING; WEAPONS; BLASTING
    • F25—REFRIGERATION OR COOLING; COMBINED HEATING AND REFRIGERATION SYSTEMS; HEAT PUMP SYSTEMS; MANUFACTURE OR STORAGE OF ICE; LIQUEFACTION SOLIDIFICATION OF GASES
    • F25D—REFRIGERATORS; COLD ROOMS; ICE-BOXES; COOLING OR FREEZING APPARATUS NOT OTHERWISE PROVIDED FOR
    • F25D2600/00—Control issues
    • F25D2600/06—Controlling according to a predetermined profile
    • 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
    • Y02D—CLIMATE CHANGE MITIGATION TECHNOLOGIES IN INFORMATION AND COMMUNICATION TECHNOLOGIES [ICT], I.E. INFORMATION AND COMMUNICATION TECHNOLOGIES AIMING AT THE REDUCTION OF THEIR OWN ENERGY USE
    • Y02D10/00—Energy efficient computing, e.g. low power processors, power management or thermal management

Landscapes

  • Engineering & Computer Science (AREA)
  • Chemical & Material Sciences (AREA)
  • Combustion & Propulsion (AREA)
  • Physics & Mathematics (AREA)
  • Mechanical Engineering (AREA)
  • Thermal Sciences (AREA)
  • General Engineering & Computer Science (AREA)
  • Cold Air Circulating Systems And Constructional Details In Refrigerators (AREA)

Abstract

The invention discloses a method for reminding use habits of household appliances, a refrigerator and a computer storage medium. The method comprises the following steps: the method comprises the steps of obtaining at least one household appliance historical use data of a plurality of users, generating household appliance energy-saving indexes of the users according to the at least one household appliance historical use data, and pushing the household appliance energy-saving indexes of the users to the corresponding users respectively. The refrigerator comprises a memory, a processor and a computer program which is stored on the memory and can run on the processor, and when the processor executes the computer program, the reminding method for the use habits of the household appliances, provided by any embodiment of the invention, is realized. The household appliance management system can fully utilize daily use data of household appliances, can obtain results such as use habit ranking of a single user relative to the whole user group, has high intelligent degree, can further guide the user to scientifically use the household appliances, and reduces energy waste.

Description

Household appliance use habit reminding method, refrigerator and computer storage medium
Technical Field
The invention relates to the technical field of household appliances, in particular to a method for reminding the use habit of a household appliance, a refrigerator and a computer storage medium.
Background
With the continuous development of scientific technology and the continuous improvement of the living standard of people, more and more intelligent household appliances walk into thousands of households, and the intelligent household appliances bring great convenience to the life of people. As the name implies, that is, the household appliances are intelligent, the intelligent household appliances are usually household appliances formed by integrating a microprocessor, a sensor and a network communication device into household appliances, can realize automatic control or receive control instructions in houses or remote control instructions, and the like, and serve as important components of intelligent household appliances. However, although the current intelligent home appliances can acquire a lot of relevant data by a device such as a sensor, the acquired data is not effectively utilized, and the degree of intelligence is not sufficient.
Therefore, how to fully utilize the data collected by the intelligent household electrical appliance, improve the intellectualization of the household electrical appliance and enhance the user experience becomes a key point for the technical problems to be solved and the research of the technical personnel in the field.
Disclosure of Invention
The invention provides a household appliance use habit reminding method, a refrigerator and a computer storage medium, aiming at solving the problems that the prior intelligent household appliance lacks of effectively utilizing the acquired data, the intellectualization of the household appliance still has a large space for improving and the like, and the invention can determine the household appliance energy-saving index of each user through the processing processes of sequencing, energy-saving judgment and the like of two kinds of historical use data generated in the same time period and push the household appliance energy-saving index to the client, thereby achieving the purposes of better utilizing the data acquired by the household appliance, improving the intellectualization of the household appliance and the like, further guiding the user to reasonably use the household appliance, improving the energy-saving consciousness of the user, reducing the energy waste and thoroughly solving the problems in the prior art.
In order to achieve the above technical object, some embodiments of the present invention specifically provide a method for reminding a usage habit of a home appliance, where the method includes: the method comprises the steps of obtaining at least one household appliance historical use data of a plurality of users, generating household appliance energy-saving indexes of the users according to the at least one household appliance historical use data, and pushing the household appliance energy-saving indexes of the users to the corresponding users respectively. The invention can fully utilize the data collected by the intelligent household appliance, provide useful feedback information for users, and further remarkably improve the intellectualization of the household appliance.
In some embodiments of the present invention, the household appliance energy saving index of each user is generated by: sequencing all users according to at least one household appliance historical use data to obtain a sequencing result; and performing energy-saving judgment on each user by using the sequencing result, and taking the obtained judgment result as the household appliance energy-saving index of each user. The household appliance energy-saving index determining method and the household appliance energy-saving index determining device innovatively utilize the household appliance historical use data as the basis for sequencing the user, can determine the household appliance energy-saving index of the user according to the sequencing result, and have the advantages of high intelligent degree and the like.
In some embodiments of the invention, the appliance historical usage data comprises: the refrigerator door opening times per day, the average single door opening time of the refrigerator, the information of the opening and closing times of the compressor, the information of the rotating speed of the compressor, the information of the temperature of the refrigerating chamber, the information of the humidity of the refrigerating chamber, the information of the temperature of the freezing chamber and the information of the humidity of the freezing chamber.
In some embodiments of the present invention, obtaining at least one appliance historical usage data for a plurality of users may comprise: at least two kinds of household appliance historical use data of each user are respectively obtained.
In some embodiments of the present invention, the at least two home appliance historical usage data include a first home appliance historical usage data and a second home appliance historical usage data generated within the same preset time period. The household appliance energy-saving index of each user is generated by the following method: obtaining a first sequencing result by sequencing the users through the first household appliance historical use data of each user, and obtaining a second sequencing result by sequencing the users through the second household appliance historical use data of each user; and judging the energy conservation of each user according to the first sequencing result and the second sequencing result, and taking the obtained judgment result as the household appliance energy conservation index of each user. The invention adopts two means of acquiring and respectively sequencing the historical use data of the household appliances, judging energy conservation, pushing the energy conservation index of the household appliances and the like, can more fully utilize the data acquired by the intelligent household appliances, and further improves the intellectualization of the household appliances.
In some embodiments of the present invention, the at least one appliance historical usage data includes a number of refrigerator single-day door openings and an average single-time refrigerator door opening duration. The invention can fully utilize the data of the single-day door opening times and the single-time door opening duration of the refrigerator, and realizes the effective utilization of the data collected by the intelligent refrigerator, thereby obviously improving the intelligent level of the refrigerator.
In some embodiments of the present invention, the first appliance historical usage data is the number of times that the refrigerator opens the door for a single day, and the second appliance historical usage data is the average single-time door opening duration of the refrigerator. Numbering users according to the number of times of opening the refrigerator in a single day, and taking an obtained first numbering result as a first sequencing result; and taking the average single-time door opening duration of the refrigerator as a user number, and taking the obtained second number result as a second sequencing result. The invention creatively numbers the users according to the single-day door opening times and the average single-time door opening duration, thereby reasonably sequencing the use habits of the users on the household appliances through two objective standards, achieving the purpose of deeply utilizing the data collected by the intelligent refrigerator, and greatly improving the intelligent level of the refrigerator.
In some embodiments of the present invention, the performing energy saving judgment on each user according to the first sorting result and the second sorting result, and using the obtained judgment result as the operation of the household appliance energy saving index of each user includes: determining a first judgment value by using the ratio of the number value of each user to the total number of the users in the first number result; and determining a second judgment value by using the ratio of the number value of each user to the total number of the users in the second number result. And respectively calculating the household appliance energy-saving index corresponding to each user according to the first judgment value, the preset first weight value, the second judgment value and the preset second weight value of each user. The household appliance energy-saving index is the sum of a first product and a second product, the first product is the product of a first judgment value and a first weight value, and the second product is the product of a second judgment value and a second weight value. The invention can also accurately give the household appliance energy-saving index, namely the ranking result of the use habits of a single user relative to the whole user group, so as to guide the user to scientifically use the household appliance and reduce energy waste, and guide the user to develop the household appliance use habits beneficial to energy saving and environmental protection by informing the user of the household appliance energy-saving index and other information, and has higher intelligent degree and better user experience.
In other embodiments of the present invention, the first household appliance historical usage data is an average daily door opening time of the refrigerator within a first preset number of days, and the second household appliance historical usage data is an average daily door opening time of the refrigerator within a second preset number of days. The invention can fully utilize the average daily door opening times and the average time length data of each door opening, realizes the effective utilization of the data collected by the intelligent refrigerator, and can obviously improve the intelligent level of the refrigerator.
In other embodiments of the invention, the users are numbered from small to large in sequence according to the sequence of the average daily door opening times of the refrigerator, and the obtained third numbering result is used as a first sequencing result; and numbering each user from small to large in sequence according to the average time length of opening the door of the refrigerator each time from long to short, and taking the obtained fourth numbering result as a second sequencing result. The invention creatively numbers the users from small to large according to the average daily door opening times and the average time length of opening the door each time in the order from large to small, thereby reasonably sequencing the use habits of the users on the household appliances through two objective standards, further achieving the purpose of deeply utilizing the data collected by the intelligent refrigerator, and greatly improving the intelligent level of the refrigerator.
In other embodiments of the present invention, in the process of performing energy saving judgment on each user, a third judgment value is determined by using a ratio of the number value of each user to the total number of users in the third numbering result, a fourth judgment value is determined by using a ratio of the number value of each user to the total number of users in the fourth numbering result, and both the third judgment value and the fourth judgment value are used as the household appliance energy saving index of each user. The invention can accurately give the proportion of the current user superior to other users, further guide the user to scientifically use the household appliance, reduce energy waste, and guide the user to develop the household appliance use habit beneficial to energy conservation and environmental protection by informing the user of the proportion superior to other users and other information, so the invention has very high intelligent degree and better user experience.
In other embodiments of the invention, the first preset number of days and the second preset number of days are the same time period, so that the reasonability and the objectivity of the scheme of the invention are improved, and the accuracy of the judgment result is improved.
In order to achieve the above technical object, some embodiments of the present invention further provide a refrigerator, where the refrigerator may include a memory, a processor, and a computer program stored in the memory and running on the processor, and when the processor executes the computer program, the method for reminding a user of a household appliance is implemented.
In order to achieve the above technical objects, some embodiments of the present invention further provide a computer storage medium having a computer program stored thereon, where the computer program is executed by a processor to implement any one of the above methods for reminding a usage habit of an appliance.
In order to achieve the above technical objects, some embodiments of the present invention further provide a computer program product, wherein when the instructions of the computer program product are executed by a processor, the method for reminding the use habits of any one of the above-mentioned appliances is performed.
The invention has the beneficial effects that:
the household appliance control method and the household appliance control system can make full use of daily use data of household appliance users, can obtain results such as use habit ranking of a single user relative to the whole user group, provide useful feedback information for the users, guide the users to scientifically use the household appliances, reduce energy waste, achieve the purposes of guiding the users to develop household appliance use habits beneficial to energy conservation and environmental protection and the like by informing the users of information such as household appliance energy conservation indexes, and have the advantages of good user experience, high intelligent degree, wide popularization and application and the like.
The method is more suitable for the refrigerator in the household appliances, the obtained refrigerator use data such as the door opening and closing times and the door opening duration of the refrigerator can be sequenced, judged and the like by using the algorithm in the embodiment, the results such as the score ranking of a single user relative to the use habits of the whole user group and the proportion superior to other users are obtained, and the results are pushed to the user, so that the user is assisted to objectively judge the refrigerator use behavior of the user and guide the user to improve the daily use behavior of the refrigerator, and the purposes of reducing energy consumption, saving energy, protecting environment and the like are further achieved.
Drawings
Fig. 1 is a flowchart illustrating a method for reminding a usage habit of a home appliance according to some embodiments of the present invention.
Fig. 2 is a schematic diagram of a workflow for performing energy saving determination and reminding on a user in one or more embodiments of the present invention.
Fig. 3 is a schematic diagram illustrating an operation principle of a household appliance usage habit reminding system according to some embodiments of the present invention.
Fig. 4 is a schematic workflow diagram illustrating the operation of analyzing the usage habits of the refrigerator by using the number of times of opening the door of the refrigerator per day and the average time duration of opening the door per day according to some embodiments of the present invention.
Fig. 5 is a schematic workflow diagram illustrating the analysis of the refrigerator usage habits of the user by using the average door opening times per day and the average door opening time per time according to some embodiments of the present invention.
FIG. 6 is a schematic flow chart illustrating the operation of analyzing the usage habits of a user in some embodiments of the present invention using the refrigerator compartment temperature information and the freezer compartment temperature information.
Detailed Description
The reminding method of the use habits of the household appliances, the refrigerator and the computer storage medium provided by the invention are explained and explained in detail in the following with the attached drawings of the specification.
The first embodiment is as follows:
referring to fig. 1, fig. 1 is a schematic flow chart illustrating a method for reminding a usage habit of a home appliance according to some embodiments of the present invention. The embodiment specifically provides a method for reminding a use habit of a household appliance, which comprises the following steps.
As shown in fig. 1, one or more embodiments of the present invention can obtain at least one kind of historical usage data of home appliances of a plurality of users, so as to determine a home appliance energy saving index of each user according to the one or more kinds of historical usage data of home appliances; for example, one or two or more types of the home appliance historical usage data of each user are acquired. It should be understood that the meaning of the historical usage data of the home appliance is data that can directly or indirectly reflect the habit of using the home appliance of the user due to the operation, use or setting of the home appliance by the user, the data reflecting the habit of using the home appliance of the user can be uploaded to the data platform through the home appliance, and different historical usage data can be generated within the same preset time period. The household appliance comprises but not limited to a refrigerator, an air conditioner, a washing machine and the like, and the household appliance analysis method can analyze the habit of using the household appliance by a user, reasonably analyze the habit of using the household appliance and provide the analysis result of the habit of using the household appliance to the user. For the sake of understanding, the following description will be specifically made in detail by taking a refrigerator as an example. In some embodiments of the invention, the determination of the habit of using the refrigerator by the user is skillfully realized by at least one household appliance historical use data such as refrigerator door opening and closing information, refrigerator door opening duration information, compressor opening and closing frequency information, compressor rotating speed information, refrigerating chamber temperature information, refrigerating chamber humidity information, freezing chamber humidity information and the like, different household appliance historical use data can be data generated by the refrigerator in the same day, such as data from 0 point to 24 points in advance of one day, such as the door opening frequency from 0 point to 24 points of the previous day of the user and the average single door opening time from 0 point to 24 points of the previous day of the user (namely the total door opening time from 0 point to 24 points of the previous day of the user/the door opening time from 0 point to 24 points of the previous day of the user), therefore, the invention can provide the method for judging the use habit of the refrigerator based on the door opening and closing data of the refrigerator. It should be understood that, when a user operates a home appliance, the operating state of some device inside the home appliance is likely to be affected, for example, the operating state of a compressor is affected; therefore, the invention can also adopt data indirectly generated after the household appliances are operated by users, such as the information of the on-off times of the compressor, the information of the rotating speed of the compressor, the information of the temperature of the refrigerating chamber, the information of the humidity of the refrigerating chamber, the information of the temperature of the freezing chamber, the information of the humidity of the freezing chamber and the like, as the historical use data of the household appliances. Of course, on the basis of the content provided by the present invention, the device or algorithm for acquiring the habit information of the user in the specific implementation can be selected from mature products, hardware and software, and the present invention will not be described in detail.
As shown in fig. 2, the present invention can generate a home appliance energy saving index for each user according to at least one home appliance historical usage data. In some embodiments, the household appliance energy saving index of each user is generated by the following method: the users may be ranked according to at least one historical data of the home appliance, such as one of the refrigerator single-day door opening times, the average single-day door opening time of the refrigerator, the compressor switching time information, the compressor rotation speed information, the refrigerating chamber temperature information, the refrigerating chamber humidity information, the freezing chamber temperature information, the freezing chamber humidity information, and the like, or the users may be ranked according to two of the refrigerator single-day door opening times, the average single-day door opening time of the refrigerator, the compressor switching time information, the compressor rotation speed information, the refrigerating chamber temperature information, the refrigerating chamber humidity information, the freezing chamber temperature information, and the freezing chamber humidity information, or the refrigerator single-day door opening times, the average single-day door opening time of the refrigerator, the compressor switching time information, the compressor rotation speed information, the refrigerating chamber temperature information, the refrigerating chamber humidity information, the like, And sorting the user by three or more data of the freezing chamber temperature information and the freezing chamber humidity information to obtain a sorting result. And then, energy-saving judgment is carried out on each user by utilizing the sequencing result so as to judge the energy-saving level of the user, and the obtained judgment result is used as the household appliance energy-saving index of each user.
The invention can calculate at least one sort result obtained by sorting the users, and then can judge the energy-saving level of each user according to one sort result or a plurality of sort results. For example, the users can be sorted by the number of door opening times per day of the refrigerator, the sorting mode includes but is not limited to a mode of numbering the users, the relation between the numbering result and the total number of the users is used for scoring the users, and the scoring result is used as the household appliance energy-saving index of the users. For another example, the users are sorted according to the counted on-off times of the refrigerator compressor, the sorting mode can be assigned for numbering or according to the increasing and decreasing relation of the on-off times, then the score of each user is determined by using the relation between the sorting result and the current group number of the users, and the score result is used as the household appliance energy-saving index of the user. In the process of scoring or determining the scores of the users, the final household appliance energy-saving index of each user can be determined more reasonably and fairly by adopting a weight calculation mode. The higher or lower the final score is, the more energy-saving the usage habit of the user on the refrigerator compared with the usage habit of other users can be represented.
The following describes the process of determining the energy saving level of the user by taking two sorting results as an example, but the determination of the energy saving level of the user is not limited to the following determination flow. The method can respectively acquire the first household appliance historical use data and the second household appliance historical use data of a plurality of users, wherein the first household appliance historical use data (or the second household appliance historical use data) comprises but is not limited to one of the single-day door opening times of a refrigerator, the average single-time door opening duration of the refrigerator, the on-off time information of a compressor, the rotating speed information of the compressor, the temperature information of a refrigerating chamber, the humidity information of the refrigerating chamber, the temperature information of a freezing chamber and the humidity information of the freezing chamber. According to the invention, a first sequencing result can be obtained by sequencing the users through the first household appliance historical use data of each user, and a second sequencing result can be obtained by sequencing the users through the second household appliance historical use data of each user; that is, in some embodiments of the present invention, a manner of sorting user data is adopted, specifically, each user (e.g., from small to large) is numbered in sequence according to the number of door openings (e.g., in order from large to small) of a single day of the refrigerator, and an obtained first numbering result is taken as a first sorting result, taking six users as an example, and numbering 1 from 1 to 1, for example, user C: serial number 1, user a: sequence number 2, user E: sequence number 3, user B: sequence number 4, user D: serial number 5, user F: number 6; numbering the users (such as from small to large) in sequence according to the average single-time door opening duration (such as the sequence from long to short) of the refrigerator, taking the obtained second numbering result as a second sequencing result, taking six users as an example, and adding 1 number from 1 one by one, for example, user F: sequence number 1, user D: serial number 2, user a: serial number 3, user E: sequence number 4, user B: serial number 5, user C: number 6. Energy-saving judgment is carried out on each user according to the first sequencing result and the second sequencing result, and the obtained judgment result is used as the household appliance energy-saving index of each user; in some embodiments of the present invention, please refer to fig. 4, fig. 4 is a schematic diagram of a workflow for analyzing the usage habits of a user by using the single-day door opening times and the average single-time door opening duration of a refrigerator according to some embodiments of the present invention; in the process of determining energy saving for each user, a first determination value (denoted as score S1) is determined by using a ratio of the number value of each user to the total number of users in the first number result, where S1 is the user number/all users × 100% × 100, for example, user C: s1 ═ 100/6, user a: s1 ═ 200/6, user E: s1 ═ 300/6, user B: s1 ═ 400/6, user D: s1 ═ 500/6, user F: s1 ═ 600/6; a second judgment value (denoted as score S2) is determined by the ratio of the number value of each user to the total number of users in the second number result, for example, user F: s2 ═ 100/6, user D: s2 ═ 200/6, user a: s2 ═ 300/6, user E: s2 ═ 400/6, user B: s2 ═ 500/6, user C: s2 ═ 600/6. Calculating a judgment result of the user according to a first judgment value, a preset first weight value, a second judgment value and a preset second weight value of the user to be judged; in some embodiments of the present invention, the determination result is a sum of a first product and a second product, the first product is a product of a first determination value and a first weight value, the second product is a product of a second determination value and a second weight value, and the first weight value and the second weight value can be reasonably and judiciously set according to actual situations. For example, the first weight value is 50%, the second weight value is 50%, and the user a: 200/6 × 50% +300/6 × 50% + 41.7 points, user B: 400/6 × 50% +500/6 × 50% + 75 points, user C: 100/6 × 50% +600/6 × 50% + 58.3 points, user D: 500/6 × 50% +200/6 × 50% + 58.3 points, user E: 300/6 × 50% +400/6 × 50% + 58.3 points, user F: 600/6 × 50% +100/6 × 50% + 58.3 points. In some embodiments of the invention, all of the users may be the total number of users nationwide, as shown in FIG. 4; as in the above example, the higher the final score of the user, the more energy-saving the usage habit of the user on the refrigerator is compared with the usage habit of other users.
The scheme of the invention can determine the household appliance energy-saving index of each user by using one or two types of household appliance historical use data. Of course, the invention can also determine the household appliance energy-saving index of each user by using three or more than three types of household appliance historical use data. For example, the household appliance energy-saving index of each user is determined according to the number of door opening times of a refrigerator per day, the temperature information of a refrigerating chamber and the humidity information of a freezing chamber, or the household appliance energy-saving index of each user is determined according to more than three data of the number of door opening times of the refrigerator per day, the average single door opening time of the refrigerator, the number information of the opening and closing times of a compressor, the rotating speed information of the compressor, the temperature information of the refrigerating chamber, the humidity information of the refrigerating chamber, the temperature information of the freezing chamber and the humidity information of the freezing chamber.
Finally, the invention can make full use of the data of the use habit of the user to the household appliances, which mainly comprises the data of door opening and closing times, door opening duration and the like, and generate the household appliance energy-saving index of each user, then respectively push the household appliance energy-saving index of each user to the corresponding user by using the mobile terminal or the household appliance, for example, for the user A, the household appliance energy-saving index of the user A is obtained by using the door opening and closing times and door opening duration data of the refrigerator of the user A and all the counted refrigerators, and then the household appliance energy-saving index of the user A is pushed to the user A, and the same is also applied to the users in other counting ranges except the user A, thereby providing useful feedback information for the user, completing the reminding of the use habit of the household appliances, for example, pushing the household appliance energy-saving index information by using the mobile terminal such as mobile phone screen display, mobile phone voice broadcast and the like, for another example, household appliance energy-saving index information is provided through household appliances such as refrigerator screen display, refrigerator voice broadcast and the like so as to guide a user to scientifically use household appliances such as refrigerators and reduce energy waste. Referring to fig. 3, fig. 3 is a schematic diagram of a working principle of a reminding system of usage habits of an electric appliance according to some embodiments of the present invention, taking a refrigerator as an example, where "a plurality of users" in some embodiments of the present invention refers to at least two users, such as a refrigerator user in a cell, a refrigerator user in a region, a province refrigerator user, a refrigerator user nationwide, or a brand refrigerator user, the present invention records daily usage data of the refrigerator user through an intelligent refrigerator, such as the above door opening and closing times, door opening duration data, and the like, after uploading the historical usage data of the electric appliance to a data platform, ranking information of a single user relative to the whole user group, such as energy saving index information of the electric appliance, can be obtained by using the processing method provided in this embodiment, and the ranking information is pushed to the user through the electric appliance (such as a large screen of the refrigerator) or a mobile terminal, the household appliance reminding system has the advantages that a user can know the use condition of the household appliance, the user is reminded and assisted to improve the use habit of the household appliance (such as a refrigerator), and the household appliance reminding system is beneficial to reducing energy consumption, saving energy and protecting environment.
Example two:
similar to the embodiment, the method comprises the steps of respectively obtaining first household appliance historical use data and second household appliance historical use data of a plurality of users, wherein the first household appliance historical use data and the second household appliance historical use data are the data which can reflect the habit of using household appliances by the users due to the operation, use or setting of the users on the household appliances, and the data reflecting the habit of using household appliances by the users can be uploaded to a data platform through the household appliances, wherein the first household appliance historical use data and the second household appliance historical use data are generated in the same preset time period; in some embodiments of the present invention, the first household appliance historical usage data is an average daily door opening time a of the refrigerator in a first preset number of days, and the second household appliance historical usage data is an average time B of the refrigerator in a second preset number of days. In other embodiments of the present invention, the first preset number of days and the second preset number of days are the same time period, for example, the first preset number of days and the second preset number of days are the first 7 days of the reminding current day. Referring to fig. 5, fig. 5 is a schematic view illustrating a workflow for analyzing the refrigerator usage habits of the user according to the average number of door openings per day and the average length of time for opening the door each time in some embodiments of the present invention.
Obtaining a first sequencing result by sequencing the users through the first household appliance historical use data of each user, and obtaining a second sequencing result by sequencing the users through the second household appliance historical use data of each user; in other embodiments of the present invention, the average number a of door opening times per day (e.g. in order from the largest to the smallest) of the refrigerator is numbered for each user (e.g. from the smallest to the largest), the obtained third numbering result is taken as the first ranking result, taking six users as an example, and 1 is added one by one from 1, for example, user F: sequence number 1, user D: serial number 2, user a: serial number 3, user E: sequence number 4, user B: serial number 5, user C: number 6; numbering the users (such as from small to large) in sequence according to the average door opening time length B (such as from long to short) of the refrigerator, taking the obtained fourth numbering result as a second sequencing result, taking six users as an example, and adding 1 number from 1 one by one, such as user C: serial number 1, user a: sequence number 2, user E: sequence number 3, user B: sequence number 4, user D: serial number 5, user F: number 6.
Energy-saving judgment is carried out on each user according to the first sequencing result and the second sequencing result, and the obtained judgment result is used as the household appliance energy-saving index of each user; in other embodiments of the present invention, in the process of determining energy saving for each user, a ratio of the number value of each user in the third numbering result to the total number of users is used to determine a third determination value (marked as% a better than other users), where% a is the user number/the number of all users × 100%, for example, user F: 1/6 × 100% >, user D: 2/6 × 100%,% a 33.3%, user a: % a 3/6 × 100% >, 50%, user E: % a 4/6 × 100% >, 66.7%, user B: 5/6 × 100% >, 83.3%, user C: "a" ═ 6/6 × 100%, "100%; determining a fourth judgment value (marked as% b better than other users) by using the ratio of the number value of each user to the total number of users in the fourth numbering result, where% b is the user number/the number of all users × 100%, for example, user C: 16.7% for% b 1/6 × 100%, user a: 33.3% for% b 2/6 × 100%, user E: % B-3/6 × 100% >, user B: % b 4/6 × 100% >, 66.7%, user D: 5/6 × 100%,% b > 83.3%, user F: "b" ═ 6/6 × 100% ═ 100%; both the third determination value and the fourth determination value are used as the household appliance energy saving index of each user, and of course, in some embodiments of the present invention, an average value of the third determination value and the fourth determination value may be used as the determination result, or a sum value of the third determination value and the fourth determination value after weights are respectively given to the third determination value and the fourth determination value may be used as the determination result. In addition, the total number of users may be the total number of users nationwide, as shown in fig. 5. % a is the proportion of the user who has opened the door more frequently than other users in the past period of time,% b is the proportion of the user who has opened the door more frequently than other users in the past period of time, such as in the past 7 days. The larger% a and% B indicate that the use habit of the user on the refrigerator is more energy-saving than the use habits of other users, and correspondingly, the larger the door opening times A per day and the door opening time B per time are, the more the use habit of the refrigerator of the corresponding user needs to be improved.
The meaning of the household appliance energy saving index in the embodiment is that the user is better than other users in proportion to other users, and household appliance energy saving indexes of the users are respectively pushed to corresponding users by using the mobile terminal or the household appliance, so that the reminding of household appliance use habits is completed. Referring to fig. 3, fig. 3 is a schematic diagram of a working principle of a household appliance usage habit reminding system according to some embodiments of the present invention, taking a refrigerator as an example, after two or more types of historical usage data of a household appliance are uploaded to a data platform, a proportion of the usage habit of the household appliance of a user over other users can be obtained by using the processing method provided in this embodiment, and the information is pushed to the user through the household appliance or a mobile terminal, so that the user can know the usage condition of the household appliance. Obviously, the method and the device can upload daily use data (such as information including door opening and closing times, duration and the like) of the refrigerator by the user through the refrigerator, and then reasonably sort the use habits of the user by using the algorithm provided by the invention, so that the use habit score ranking of a single user relative to the whole user group can be determined, and the ranking is pushed to the user, so as to assist the user in judging the use behavior of the refrigerator, and further guide the user to develop the energy-saving and environment-friendly use habits of the refrigerator.
Example three:
based on the same inventive concept as the first embodiment or the second embodiment, the first household appliance historical usage data in this embodiment is refrigerator cold chamber temperature information within a preset time period T, and the second household appliance historical usage data is refrigerator cold chamber temperature information within the preset time period T.
As shown in fig. 6, the temperature change values of the refrigerating chamber from 6 a point to 12 a point in the morning to the evening of the refrigerator are sorted for each user, and the temperature change value of the refrigerating chamber may be an average value of multiple change values; and/or sorting the users according to the temperature change value of the freezing chamber of the refrigerator from 6 o 'clock to 12 o' clock later in the same day, wherein the temperature change value of the freezing chamber can also be the average value of multiple change values. The more times and times a user operates the refrigerating chamber or the freezing chamber of the refrigerator, the larger the corresponding refrigerating chamber temperature or freezing chamber temperature variation value tends to be. The present embodiment can determine one or more sort results to the user according to the variation information of the temperature of the refrigerating compartment and/or the freezing compartment. Then, the ratio of the final serial number value of each user in the sequencing result to the total number of the users is used as the household appliance energy-saving index of each user; the final sequence number value may be a sequence number value in one sort result or an average value of a plurality of sequence number values in a plurality of sort results. The total number of users may be, for example, all users of a certain household appliance in a cell or a city or a province; the larger the energy-saving index of the household appliance obtained by a certain user is, the more the energy-saving index of the household appliance obtained by the certain user is, the more the use habit of the user on the household appliance is superior to the use habit of other users on the household appliance. The household appliance energy-saving index is pushed to the corresponding user through a household appliance (such as a large refrigerator screen) or a mobile terminal, so that the user can know the use condition of the household appliance, the user is reminded and assisted to improve the use habit of the household appliance (such as a refrigerator), and the household appliance energy-saving index is beneficial to reducing energy consumption, saving energy and protecting environment.
Example four:
the present embodiment provides a refrigerator, which includes a memory, a processor, and a computer program stored in the memory and running on the processor, wherein when the processor executes the computer program, the method for reminding a user of a household appliance in any one of the first embodiment is implemented. The first embodiment and the second embodiment of the present invention are two ranking analysis algorithms for daily use data of a user on a household appliance such as a refrigerator, which can enable interaction between the refrigerator and the user, and provide energy saving index analysis of refrigerator use habits for the user through the refrigerator, thereby assisting the user in improving their own use habits, and simultaneously enabling the user to significantly enhance the awareness of the intelligent degree of the refrigerator, so as to greatly enhance the user experience, and specifically please refer to fig. 3, which is a schematic diagram of a working principle of a reminding system of the household appliance use habits according to some embodiments of the present invention. Some embodiments of the present invention provide a reminding system for usage habits of an appliance, where the system includes, but is not limited to, a refrigerator, a data platform (for example, the system may be implemented by a cloud server), a smart phone, and other mobile terminals, and when a user uses or operates or sets the refrigerator, the system generates refrigerator usage data, such as door opening times, door opening duration, compressor opening and closing time information, compressor rotation speed information, refrigerating chamber temperature information, refrigerating chamber humidity information, refrigerating chamber temperature information, refrigerating chamber opening and closing time information, and freezing chamber humidity information, and the number of users mentioned in the present invention is greater than or equal to 2, and the usage data may be reported to the data platform by the refrigerator, and then the algorithm provided in the first embodiment or the second embodiment may be performed to analyze the refrigerator usage data, such as door opening and closing times and duration, so as to obtain accurate ranking information of a single user relative to all counted user groups, feeding back to the user through intelligent equipment such as a refrigerator or a mobile phone; based on the present disclosure, it is understood that the smart phone may have a memory and a processor, and that the computer program of some embodiments of the present invention may also be stored in the memory of the phone and run on the processor of the phone.
Example five:
as for the computer program in the fourth embodiment, the computer program may include a plurality of software modules, including but not limited to an acquisition module, a sorting module, a judgment module, a pushing module, and the like, and based on the same inventive concept as the first embodiment and the second embodiment, the specific algorithm in some embodiments of the present invention may be implemented by the software modules to complete the flows of data acquisition, user sorting, user judgment, result pushing, and the like; the concrete description is as follows.
The acquisition module is used for respectively acquiring first household appliance historical use data and second household appliance historical use data of a plurality of users, wherein the first household appliance historical use data and the second household appliance historical use data are generated in the same preset time period.
And the sorting module is used for obtaining a first sorting result in a mode of sorting the users through the first household appliance historical use data of each user, and obtaining a second sorting result in a mode of sorting the users through the second household appliance historical use data of each user.
And the judging module is used for judging the energy conservation of each user according to the first sequencing result and the second sequencing result and taking the obtained judging result as the household appliance energy conservation index of each user.
And the pushing module is used for pushing the household appliance energy-saving indexes of the users to the corresponding users respectively by utilizing the mobile terminal or the household appliance.
Example six:
based on the same inventive concept as the first embodiment, the present embodiment further provides a computer storage medium, where a computer program is stored on the computer storage medium, and the computer program is executed by the processor to implement any one of the first embodiment of the method for reminding a usage habit of a home appliance.
Example seven:
for the computer program in the sixth embodiment, based on the same inventive concept as that in the fifth embodiment, the computer program may include a plurality of software modules, including but not limited to an obtaining module, a sorting module, a judging module, a pushing module, and the like, which are described in detail below.
The acquisition module is used for respectively acquiring first household appliance historical use data and second household appliance historical use data of a plurality of users, wherein the first household appliance historical use data and the second household appliance historical use data are generated in the same preset time period.
And the sorting module is used for obtaining a first sorting result in a mode of sorting the users through the first household appliance historical use data of each user, and obtaining a second sorting result in a mode of sorting the users through the second household appliance historical use data of each user.
And the judging module is used for judging the energy conservation of each user according to the first sequencing result and the second sequencing result and taking the obtained judging result as the household appliance energy-saving index of each user.
And the pushing module is used for pushing the household appliance energy-saving indexes of the users to the corresponding users respectively by utilizing the mobile terminal or the household appliance.
Example eight:
the present embodiment further provides a computer program product, which may include the modules in the seventh embodiment, and when instructions in the computer program product are executed by a processor, the method for reminding a use habit of a home appliance according to any embodiment of the present invention is performed.
The logic and/or steps represented in the flowcharts or otherwise described herein, e.g., an ordered listing of executable instructions that can be considered to implement logical functions, can be embodied in any computer-readable medium for use by or in connection with an instruction execution system, apparatus, or device, such as a computer-based system, processor-containing system, or other system that can fetch the instructions from the instruction execution system, apparatus, or device and execute the instructions. For the purposes of this description, a "computer-readable medium" can be any means that can contain, store, communicate, propagate, or transport the program for use by or in connection with the instruction execution system, apparatus, or device. More specific examples (a non-exhaustive list) of the computer-readable medium would include the following: an electrical connection (electronic device) having one or more wires, a portable computer cartridge (magnetic device), a Random Access Memory (RAM), a Read-Only Memory (ROM), an Erasable Programmable Read-Only Memory (EPROM-Only Memory, or flash Memory), an optical fiber device, and a portable Compact Disc Read-Only Memory (CDROM). Additionally, the computer-readable medium could even be paper or another suitable medium upon which the program is printed, as the program can be electronically captured, via for instance optical scanning of the paper or other medium, then compiled, interpreted or otherwise processed in a suitable manner if necessary, and then stored in a computer memory.
It should be understood that portions of the present invention may be implemented in hardware, software, firmware, or a combination thereof. In the above embodiments, the various steps or methods may be implemented in software or firmware stored in memory and executed by a suitable instruction execution system. For example, if implemented in hardware, as in another embodiment, any one or combination of the following techniques, which are known in the art, may be used: a discrete logic circuit having a logic Gate circuit for implementing a logic function on a data signal, an application specific integrated circuit having an appropriate combinational logic Gate circuit, a Programmable Gate Array (PGA), a Field Programmable Gate Array (FPGA), or the like.
It will be understood by those skilled in the art that all or part of the steps carried by the method for implementing the above embodiments may be implemented by hardware related to instructions of a program, which may be stored in a computer storage medium, and the program, when executed, includes one or a combination of the steps of the method embodiments.
In the description herein, references to the description of the term "the present embodiment," "one embodiment," "some embodiments," "an example," "a specific example," or "some examples," etc., mean that a particular feature, structure, material, or characteristic described in connection with the embodiment or example is included in at least one embodiment or example of the present invention. In this specification, the schematic representations of the terms used above are not necessarily intended to refer to the same embodiment or example. Furthermore, the particular features, structures, materials, or characteristics described may be combined in any suitable manner in any one or more embodiments or examples. Furthermore, various embodiments or examples and features of different embodiments or examples described in this specification can be combined and combined by one skilled in the art without contradiction.
Furthermore, the terms "first", "second" and "first" are used for descriptive purposes only and are not to be construed as indicating or implying relative importance or implicitly indicating the number of technical features indicated. Thus, a feature defined as "first" or "second" may explicitly or implicitly include at least one such feature. In the description of the present invention, "a plurality" means at least two, e.g., two, three, etc., unless specifically limited otherwise.
The above description is only for the purpose of illustrating the preferred embodiments of the present invention and is not to be construed as limiting the invention, and any modifications, equivalents and simplifications made in the spirit of the present invention are intended to be included in the scope of the present invention.

Claims (5)

1. The household appliance use habit reminding method is characterized by comprising the following steps:
acquiring at least one household appliance historical use data of a plurality of users, comprising: respectively acquiring at least two kinds of historical use data of household appliances of each user; the at least two household appliance historical use data comprise first household appliance historical use data and second household appliance historical use data which are generated in the same preset time period;
generating household appliance energy-saving indexes of each user according to the at least one household appliance historical use data, wherein the household appliance energy-saving indexes comprise: obtaining a first sequencing result by sequencing the users through first household appliance historical use data of each user, obtaining a second sequencing result by sequencing the users through second household appliance historical use data of each user, performing energy-saving judgment on each user according to the first sequencing result and the second sequencing result, and taking the obtained judgment result as a household appliance energy-saving index of each user;
the first household appliance historical use data is the number of times of opening the door of the refrigerator per day, and the second household appliance historical use data is the average single-time door opening duration of the refrigerator;
according to the number of times of opening the refrigerator in a single day as a user number, taking an obtained first number result as a first sequencing result;
according to the average single-time door opening duration of the refrigerator, the number of the user is used, and an obtained second number result is used as a second sequencing result;
the operation of judging energy conservation of each user according to the first sequencing result and the second sequencing result and using the obtained judgment result as the household appliance energy conservation index of each user comprises the following steps:
determining a first judgment value by using the ratio of the number value of each user to the total number of the users in the first number result;
determining a second judgment value by using the ratio of the number value of each user to the total number of the users in the second number result;
respectively calculating household appliance energy-saving indexes corresponding to the users according to the first judgment value, the preset first weight value, the second judgment value and the preset second weight value of each user;
the household appliance energy-saving index is the sum of a first product and a second product, the first product is the product of a first judgment value and a first weight value, and the second product is the product of a second judgment value and a second weight value;
and respectively pushing the household appliance energy-saving indexes of the users to the corresponding users.
2. The method for reminding use habits of electric appliances according to claim 1,
the historical usage data of the household appliance includes: the refrigerator door opening times per day, the average single door opening time of the refrigerator, the information of the opening and closing times of the compressor, the information of the rotating speed of the compressor, the information of the temperature of the refrigerating chamber, the information of the humidity of the refrigerating chamber, the information of the temperature of the freezing chamber and the information of the humidity of the freezing chamber.
3. The refrigerator is characterized by comprising a memory, a processor and a computer program which is stored on the memory and can run on the processor, wherein when the processor executes the computer program, the reminding method of the use habits of the household appliance is realized according to any one of claims 1 to 2.
4. Computer storage medium, characterized in that it has a computer program stored thereon, which is executed by a processor to implement the method for reminding the usage habits of an appliance according to any one of claims 1 to 2.
5. Computer program product, characterized in that when the instructions in the computer program product are executed by a processor, the method for reminding the use habit of a household appliance according to any of the claims 1-2 is executed.
CN202010463732.XA 2020-05-27 2020-05-27 Household appliance use habit reminding method, refrigerator and computer storage medium Active CN111536757B (en)

Priority Applications (1)

Application Number Priority Date Filing Date Title
CN202010463732.XA CN111536757B (en) 2020-05-27 2020-05-27 Household appliance use habit reminding method, refrigerator and computer storage medium

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
CN202010463732.XA CN111536757B (en) 2020-05-27 2020-05-27 Household appliance use habit reminding method, refrigerator and computer storage medium

Publications (2)

Publication Number Publication Date
CN111536757A CN111536757A (en) 2020-08-14
CN111536757B true CN111536757B (en) 2022-05-20

Family

ID=71976380

Family Applications (1)

Application Number Title Priority Date Filing Date
CN202010463732.XA Active CN111536757B (en) 2020-05-27 2020-05-27 Household appliance use habit reminding method, refrigerator and computer storage medium

Country Status (1)

Country Link
CN (1) CN111536757B (en)

Families Citing this family (2)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN112363473A (en) * 2020-11-09 2021-02-12 珠海格力电器股份有限公司 User behavior prediction method, device control method and device and electronic device
CN113720093A (en) * 2021-09-26 2021-11-30 珠海格力电器股份有限公司 Refrigerator energy-saving control method and system and refrigerator

Citations (5)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JP2005249358A (en) * 2004-03-08 2005-09-15 Matsushita Electric Ind Co Ltd Refrigerator system and its program
JP2010218437A (en) * 2009-03-18 2010-09-30 Chugoku Electric Power Co Inc:The Energy-saving consciousness improvement system
CN103884152A (en) * 2014-02-28 2014-06-25 四川长虹电器股份有限公司 Refrigerator capable of providing health indexes and system
CN104279700A (en) * 2014-09-30 2015-01-14 广东美的制冷设备有限公司 Air conditioner running parameter analyzing method, air conditioner system and client side
CN110875091A (en) * 2019-11-12 2020-03-10 合肥美的电冰箱有限公司 Method for analyzing living habits of user based on refrigerator, refrigerator and medium

Family Cites Families (2)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US8461861B2 (en) * 2008-11-11 2013-06-11 Bsh Home Appliances Corporation Energy usage monitor for a household appliance
CN110569438A (en) * 2019-09-10 2019-12-13 珠海格力电器股份有限公司 operation mode recommendation method and computer-readable storage medium

Patent Citations (5)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JP2005249358A (en) * 2004-03-08 2005-09-15 Matsushita Electric Ind Co Ltd Refrigerator system and its program
JP2010218437A (en) * 2009-03-18 2010-09-30 Chugoku Electric Power Co Inc:The Energy-saving consciousness improvement system
CN103884152A (en) * 2014-02-28 2014-06-25 四川长虹电器股份有限公司 Refrigerator capable of providing health indexes and system
CN104279700A (en) * 2014-09-30 2015-01-14 广东美的制冷设备有限公司 Air conditioner running parameter analyzing method, air conditioner system and client side
CN110875091A (en) * 2019-11-12 2020-03-10 合肥美的电冰箱有限公司 Method for analyzing living habits of user based on refrigerator, refrigerator and medium

Also Published As

Publication number Publication date
CN111536757A (en) 2020-08-14

Similar Documents

Publication Publication Date Title
CN103853106B (en) A kind of energy consumption Prediction Parameters optimization method of building energy supplied equipment
CN111536757B (en) Household appliance use habit reminding method, refrigerator and computer storage medium
CN103884152B (en) Refrigerator and the system of health index are provided
CN106096726A (en) A kind of non-intrusion type load monitoring method and device
CN108054749B (en) Non-invasive power load decomposition method and device
CN109345409A (en) A kind of resident's comprehensive energy efficiency management method based on bandwidth carrier
CN108154258B (en) Method and device for predicting load of air source heat pump, storage medium and processor
CN109636474A (en) Source of houses sequence methods of exhibiting, device, equipment and storage medium
Lee et al. Appliance recognition and unattended appliance detection for energy conservation
CN106403186A (en) Household air conditioner energy consumption comparison system based on social platform
CN112801154B (en) Behavior analysis method and system for orphan elderly people
CN112051744A (en) Intelligent terminal, and recommendation method and system for intelligent home application
CN110471301A (en) A kind of smart home service recommendation system and method based on user behavior
CN111380155B (en) Real-time online energy utilization diagnosis method for comprehensive efficiency of cold source operation
CN205208840U (en) Central air -conditioning system efficiency automatic tracking and evaluation system
CN107766992B (en) Household daily load curve fine prediction method based on user behaviourology
CN110726216B (en) Air conditioner, control method, device and system thereof, storage medium and processor
CN116951780A (en) Intelligent central water heater management method and system
CN111968008A (en) Comprehensive energy monitoring system and method based on multi-energy cooperation
CN116540590A (en) Energy-saving scheme recommendation method and device, storage medium and electronic device
CN104950862A (en) Intelligent home control method based on truth and false values
CN104380317A (en) User management method, server device, and user management system
CN115309255A (en) Output control method and device for regional environment state
CN117408371A (en) Electric quantity fluctuation prediction method based on user behavior data analysis
CN115907052A (en) Electronic waste space-time distribution prediction method

Legal Events

Date Code Title Description
PB01 Publication
PB01 Publication
SE01 Entry into force of request for substantive examination
SE01 Entry into force of request for substantive examination
GR01 Patent grant
GR01 Patent grant