CN114687129A - Method, device, terminal and storage medium for automatically cleaning interlayer of washing machine - Google Patents
Method, device, terminal and storage medium for automatically cleaning interlayer of washing machine Download PDFInfo
- Publication number
- CN114687129A CN114687129A CN202011596671.0A CN202011596671A CN114687129A CN 114687129 A CN114687129 A CN 114687129A CN 202011596671 A CN202011596671 A CN 202011596671A CN 114687129 A CN114687129 A CN 114687129A
- Authority
- CN
- China
- Prior art keywords
- washing machine
- data
- interlayer
- efficiency
- efficiency value
- 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.)
- Granted
Links
Images
Classifications
-
- D—TEXTILES; PAPER
- D06—TREATMENT OF TEXTILES OR THE LIKE; LAUNDERING; FLEXIBLE MATERIALS NOT OTHERWISE PROVIDED FOR
- D06F—LAUNDERING, DRYING, IRONING, PRESSING OR FOLDING TEXTILE ARTICLES
- D06F33/00—Control of operations performed in washing machines or washer-dryers
- D06F33/30—Control of washing machines characterised by the purpose or target of the control
- D06F33/43—Control of cleaning or disinfection of washing machine parts, e.g. of tubs
-
- D—TEXTILES; PAPER
- D06—TREATMENT OF TEXTILES OR THE LIKE; LAUNDERING; FLEXIBLE MATERIALS NOT OTHERWISE PROVIDED FOR
- D06F—LAUNDERING, DRYING, IRONING, PRESSING OR FOLDING TEXTILE ARTICLES
- D06F35/00—Washing machines, apparatus, or methods not otherwise provided for
- D06F35/005—Methods for washing, rinsing or spin-drying
- D06F35/008—Methods for washing, rinsing or spin-drying for disinfecting the tub or the drum
-
- 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
- Y02B—CLIMATE CHANGE MITIGATION TECHNOLOGIES RELATED TO BUILDINGS, e.g. HOUSING, HOUSE APPLIANCES OR RELATED END-USER APPLICATIONS
- Y02B40/00—Technologies aiming at improving the efficiency of home appliances, e.g. induction cooking or efficient technologies for refrigerators, freezers or dish washers
Landscapes
- Engineering & Computer Science (AREA)
- Textile Engineering (AREA)
- Control Of Washing Machine And Dryer (AREA)
Abstract
The invention discloses a method, a device, a terminal and a storage medium for automatically cleaning an interlayer of a washing machine, wherein the dust accumulation data of the interlayer of the washing machine is determined according to the interlayer picture data by acquiring the interlayer picture data of the washing machine; acquiring working data of the washing machine, and determining the efficiency value of the washing machine according to the dust accumulation data and the working data; and cleaning the interlayer of the washing machine according to the efficiency value of the washing machine. When the efficiency of the washing machine is reduced, the interlayer of the washing machine is cleaned in time, so that the washing machine recovers to normal working efficiency. The problem that the interlayer of the washing machine is difficult to clean in the prior art, and the working efficiency of the washing machine is reduced is effectively solved.
Description
Technical Field
The invention relates to the field of smart homes, in particular to a method, a device, a terminal and a storage medium for automatically cleaning an interlayer of a washing machine.
Background
With the development of science and technology, common household appliances are more and more intelligent, but the defects of the household appliances are mostly not solved, and the household appliances need to be optimized. Once the existing washing machine is assembled, the existing washing machine cannot be disassembled unless a fault occurs, an interlayer between a drum and a washing machine frame can not be cleaned almost, a large amount of dust and dirt left by clothes washing each time are accumulated, the dust and the dirt seriously influence the working effect of the washing machine, the power consumption of the washing machine is greatly increased, and the efficiency of the washing machine is greatly reduced compared with the conventional efficiency. The existing washing machine has no function of cleaning the interlayer, is time-consuming and labor-consuming to disassemble and clean, and breaks a closed structure when being assembled again, so that the overall working effect of the washing machine is greatly reduced.
Thus, there is still a need for improvement and development of the prior art.
Disclosure of Invention
The present invention provides a method, an apparatus, a terminal and a storage medium for automatically cleaning an interlayer of a washing machine, which aim to solve the problem that the interlayer of the washing machine is difficult to clean in the prior art, which results in the decrease of the working efficiency of the washing machine.
The technical scheme adopted by the invention for solving the problems is as follows:
in a first aspect, an embodiment of the present invention provides a method for automatically cleaning an interlayer of a washing machine, where the method includes:
acquiring interlayer picture data of a washing machine, and determining dust accumulation data of an interlayer of the washing machine according to the interlayer picture data;
acquiring working data of the washing machine, and determining the efficiency value of the washing machine according to the dust accumulation data and the working data;
and cleaning the interlayer of the washing machine according to the efficiency value of the washing machine.
In one embodiment, the acquiring interlayer picture data of a washing machine, and the determining dust accumulation data of an interlayer of the washing machine according to the interlayer picture data includes:
acquiring interlayer picture data of a washing machine, and performing image processing on the interlayer picture data;
obtaining color characteristic information and pixel point characteristic information of the interlayer picture data according to an image processing result;
inputting the color characteristic information and the pixel point characteristic information into a preset dust accumulation model;
and acquiring dust accumulation data of an interlayer of the washing machine, which is generated by the dust accumulation model based on the color characteristic information and the pixel point characteristic information.
In one embodiment, the obtaining operational data of the washing machine, and the determining an efficiency rate of the washing machine based on the dust accumulation data and the operational data comprises:
acquiring working data of the washing machine;
inputting the dust accumulation data and the working data into a preset washing machine efficiency model;
obtaining an efficiency value of the washing machine generated by the washing machine efficiency model based on the dust accumulation data and the working data.
In one embodiment, the performing the washing operation on the interlayer of the washing machine according to the efficiency value of the washing machine comprises:
acquiring a preset standard efficiency value, and comparing the efficiency value of the washing machine with the standard efficiency value;
and when the efficiency value of the washing machine is smaller than the standard efficiency value, generating a washing instruction and sending the washing instruction to a washing device, so that the washing device can carry out washing operation on the interlayer of the washing machine.
In one embodiment, the method further comprises:
after the washing is finished, the efficiency value of the washing machine is obtained again;
determining state data of the washing machine according to the retrieved efficiency value of the washing machine;
generating fault information when the state data of the washing machine is in a fault state;
and when the state data of the washing machine is in an aging state, adjusting the parameters of the washing machine efficiency model.
In one embodiment, the determining of the state data of the washing machine according to the retrieved efficiency value of the washing machine includes:
subtracting the newly acquired efficiency value of the washing machine from the standard efficiency value to obtain a difference value, and using the difference value as detection index data for determining state data of the washing machine;
acquiring preset fault index data, and comparing the detection index data with the fault index data;
determining that the state data of the washing machine is in a fault state when the detection index data is greater than or equal to the fault index data;
and when the detection index data is smaller than the fault index data, determining that the state data of the washing machine is an aging state.
In one embodiment, the operation data includes washing time period data of the washing machine, drum pressure data of the washing machine, service life information of the washing machine, and power consumption data of the washing machine.
In a second aspect, an embodiment of the present invention further provides an apparatus for automatically cleaning an interlayer of a washing machine, where the apparatus includes:
the dust determining module is used for acquiring interlayer picture data of the washing machine and determining dust accumulation data of an interlayer of the washing machine according to the interlayer picture data;
the efficiency determining module is used for acquiring working data of the washing machine and determining the efficiency value of the washing machine according to the dust accumulation data and the working data;
and the interlayer cleaning module is used for cleaning the interlayer of the washing machine according to the efficiency value of the washing machine.
In a third aspect, an embodiment of the present invention further provides a terminal, where the terminal includes: a processor, a storage medium communicatively coupled to the processor, the storage medium adapted to store a plurality of instructions; the processor is suitable for calling instructions in the storage medium and implementing the steps of the method for automatically cleaning the interlayer of the washing machine in a consistent mode.
In a fourth aspect, the embodiments of the present invention further provide a computer-readable storage medium, on which a plurality of instructions are stored, wherein the instructions are adapted to be loaded and executed by a processor to implement the steps of any one of the above-mentioned methods for automatically cleaning the interlayer of the washing machine.
The invention has the beneficial effects that: according to the embodiment of the invention, the interlayer picture data of the washing machine is obtained, and the dust accumulation data of the interlayer of the washing machine is determined according to the interlayer picture data; obtaining working data of the washing machine, and determining the efficiency value of the washing machine according to the dust accumulation data and the working data; and cleaning the interlayer of the washing machine according to the efficiency value of the washing machine. When the efficiency of the washing machine is reduced, the interlayer of the washing machine is cleaned in time, so that the washing machine recovers the normal working efficiency. The problem that the interlayer of the washing machine is difficult to clean in the prior art, and the working efficiency of the washing machine is reduced is effectively solved.
Drawings
In order to more clearly illustrate the embodiments of the present invention or the technical solutions in the prior art, the drawings used in the description of the embodiments or the prior art will be briefly described below, it is obvious that the drawings in the following description are only some embodiments described in the present invention, and for those skilled in the art, other drawings can be obtained according to the drawings without creative efforts.
Fig. 1 is a schematic flow chart of a method for automatically cleaning an interlayer of a washing machine according to an embodiment of the present invention.
Fig. 2 is a schematic flow chart of determining dust accumulation data of an interlayer of a washing machine according to an embodiment of the present invention.
Fig. 3 is a schematic flow chart of determining an efficiency rate of a washing machine according to an embodiment of the present invention.
Fig. 4 is a schematic flow chart illustrating a washing operation performed on an interlayer of a washing machine according to an embodiment of the present invention.
Fig. 5 is a connection diagram of an internal module of an apparatus for automatically cleaning an interlayer of a washing machine according to an embodiment of the present invention.
Fig. 6 is a functional block diagram of a terminal according to an embodiment of the present invention.
Detailed Description
In order to make the objects, technical solutions and advantages of the present invention clearer and clearer, the present invention is further described in detail below with reference to the accompanying drawings and examples. It should be understood that the specific embodiments described herein are merely illustrative of the invention and are not intended to limit the invention.
It should be noted that, if directional indications (such as up, down, left, right, front, and back … …) are involved in the embodiment of the present invention, the directional indications are only used to explain the relative positional relationship between the components, the movement situation, and the like in a specific posture (as shown in the drawing), and if the specific posture is changed, the directional indications are changed accordingly.
With the development of science and technology, common household appliances are more and more intelligent, but the defects of the household appliances are mostly not solved, and the household appliances need to be optimized. Once the existing washing machine is assembled, the existing washing machine cannot be disassembled unless a fault occurs, an interlayer between a drum and a washing machine frame cannot be cleaned, however, the washing machine is frequently used in all seasons, the washing machine can store dirt and dirty while washing clothes, if the washing machine is not cleaned in time, a large amount of dust and dirt left by washing clothes at each time are easily accumulated, the dust and the dirt seriously affect the working effect of the washing machine, the power consumption of washing clothes is greatly increased, and the efficiency of washing clothes is greatly reduced compared with the conventional efficiency. The existing washing machine has no function of cleaning the interlayer, is time-consuming and labor-consuming to disassemble and clean, and breaks a closed structure when being assembled and returned, so that the overall working effect of the washing machine is greatly reduced.
Aiming at the defects in the prior art, the invention provides a method for automatically cleaning an interlayer of a washing machine, which is characterized in that a camera is arranged in the washing machine to monitor the dust accumulation degree of the interlayer of the washing machine, then various working data of the washing machine are combined for comparison and analysis to calculate the efficiency of the washing machine, and when the efficiency of the washing machine is reduced, the interlayer of the washing machine is cleaned in time, so that the normal working efficiency of the washing machine is recovered. Thereby solving the problem that the interlayer of the washing machine is difficult to clean and the working efficiency of the washing machine is reduced in the prior art.
As shown in fig. 1, the present embodiment provides a method for automatically cleaning an interlayer of a washing machine, the method comprising the steps of:
step S100, interlayer picture data of the washing machine are obtained, and dust accumulation data of an interlayer of the washing machine are determined according to the interlayer picture data.
In order to monitor the dust accumulation condition of the interlayer of the washing machine, waterproof cameras are arranged in the interlayer of the washing machine in advance in multiple directions, and in view of the fact that the original light in the washing machine is insufficient and a cleaning picture of the interlayer of the washing machine is difficult to take, so that the judgment result of the accumulation degree of the ash layer of the interlayer is influenced, therefore, the embodiment also installs LED lamps for illumination in the interlayer of the washing machine, and the cameras and the LED lamps are matched to take pictures related to the interlayer of the washing machine, so that interlayer picture data are obtained. Then, feature extraction and analysis are performed on the interlayer image data to obtain dust accumulation data of the interlayer of the washing machine, wherein the dust accumulation data is used for evaluating the dust accumulation degree of the interlayer of the washing machine, and in one implementation, the dust accumulation data can be embodied in a percentage form, for example, the dust accumulation data can be a specific value of 70%.
In one implementation, as shown in fig. 2, the step S100 specifically includes the following steps:
step S110, acquiring interlayer picture data of the washing machine, and carrying out image processing on the interlayer picture data;
step S120, obtaining color characteristic information and pixel point characteristic information of the interlayer picture data according to an image processing result;
step S130, inputting the color characteristic information and the pixel point characteristic information into a preset dust accumulation model;
step S140, acquiring dust accumulation data of the interlayer of the washing machine, which is generated by the dust accumulation model based on the color feature information and the pixel point feature information.
Specifically, after a camera in the washing machine shoots an interlayer of the washing machine, image data of the obtained interlayer image is sent to a cloud server, the cloud server processes the image of the interlayer image data, extracts color feature information and pixel point feature information of the interlayer image data, and inputs the information into a dust accumulation model. It should be noted that the dust accumulation model has completed a training process according to the labeled training data, and can be directly used for calculating and evaluating the dust accumulation degree of the interlayer of the washing machine on the color feature information and the pixel point feature information in the interlayer picture data in this embodiment. Therefore, the output of the dust accumulation model is the dust accumulation data of the interlayer of the washing machine generated based on the color characteristic information and the pixel point characteristic information.
In order to accurately judge whether the washing machine needs to be washed, as shown in fig. 1, the method further includes the steps of:
step S200, obtaining working data of the washing machine, and determining the efficiency value of the washing machine according to the dust accumulation data and the working data.
In particular, the washing machine is used as a household appliance with high operating frequency, so that dust accumulation in the interlayer of the washing machine is difficult to avoid, but if the washing machine still works at normal operating efficiency, frequent washing operation is not necessary, otherwise, the washing machine consumes much resources and is not environment-friendly. Therefore, in this embodiment, after the accumulated dust data of the interlayer of the washing machine is obtained through calculation, the working data of the washing machine needs to be obtained, the efficiency value of the washing machine is determined according to the accumulated dust data and the working data, and then it is finally determined whether the interlayer of the washing machine needs to be cleaned. In one implementation, the operational data of the washing machine includes: the washing machine comprises washing time data of the washing machine, drum pressure data of the washing machine, service life information of the washing machine and power consumption data of the washing machine. Wherein the drum pressure data of the washing machine is obtained according to a sum of water and a weight of laundry in a drum of the washing machine.
In one implementation, as shown in fig. 3, the step S200 specifically includes the following steps:
step S210, acquiring working data of the washing machine;
step S220, inputting the dust accumulation data and the working data into a preset washing machine efficiency model;
step S230, obtaining an efficiency value of the washing machine generated by the washing machine efficiency model based on the dust accumulation data and the working data.
Specifically, because the smart home generally has the function of the internet of things at present, the working data of the smart home can be uploaded to the cloud server in real time, and users can also download the working data of the smart home at any time to know the equipment states of the smart home. In this embodiment, a plurality of sensors are preset in the washing machine for acquiring the operating data of the washing machine, for example, when the operating data of the washing machine includes washing duration data of the washing machine, drum pressure data of the washing machine, service life information of the washing machine, and power consumption data of the washing machine, a timer needs to be preset in the washing machine for calculating the washing duration of the washing machine, a drum pressure sensor is used for acquiring the drum pressure data of the washing machine, and a power consumption detection sensor is used for acquiring the power consumption of the washing machine, and then various types of operating data of the washing machine are uploaded to a cloud server through a control system of the washing machine for subsequent calculation of an efficiency value of the washing machine. When the interlayer of the washing machine needs to be judged to be cleaned or not, the control system obtains the working data of the washing machine from the cloud server, and then the dust accumulation data corresponding to the interlayer of the washing machine and the working data of the washing machine are input into a preset washing machine efficiency model. It should be noted that the washing machine efficiency model is modeled for the efficiency of the washing machine, and the correlation between the efficiency of the washing machine and the operation data and dust accumulation data of the washing machine is obtained after training through labeled training data, so that the calculation of the efficiency of the washing machine in the embodiment can be directly applied. And after the efficiency model of the washing machine acquires the dust accumulation data and the working data, the current efficiency value of the washing machine is finally output through analysis and calculation. In one implementation, the efficiency rate may be expressed in terms of a percentage, for example, the current efficiency rate of the washing machine is 95%.
After acquiring the current efficiency value of the washing machine, as shown in fig. 1, the method further includes the steps of:
and step S300, cleaning the interlayer of the washing machine according to the efficiency value of the washing machine.
Specifically, after the current efficiency value of the washing machine is obtained, the present embodiment determines whether the dust accumulation in the interlayer of the washing machine has a serious influence on the efficiency value of the washing machine according to the current efficiency value of the washing machine, and if so, the interlayer of the washing machine needs to be cleaned, so as to reduce the dust on the interlayer of the washing machine and restore the normal working efficiency of the washing machine. In one implementation, the dust accumulation data of the interlayer of the washing machine, various types of working data of the washing machine and the current efficiency value of the washing machine can be made into dynamic icons and transmitted to a user terminal, so that a user can view the state change of the washing machine in real time.
In one implementation, as shown in fig. 4, the step S300 specifically includes the following steps:
step S310, acquiring a preset standard efficiency value, and comparing the efficiency value of the washing machine with the standard efficiency value;
and S320, when the efficiency value of the washing machine is smaller than the standard efficiency value, generating a washing instruction and sending the washing instruction to a washing device, so that the washing device can carry out washing operation on the interlayer of the washing machine.
The present embodiment previously sets a standard efficiency value for evaluating whether the current efficiency of the washing machine is affected by the accumulation of dust on the interlayer of the washing machine. Specifically, the embodiment compares the calculated efficiency value of the washing machine with a preset standard efficiency value, and when the efficiency value of the washing machine is smaller than the standard efficiency value, it indicates that the current efficiency of the washing machine is reduced due to the accumulation of dust on the interlayer of the washing machine, so in order to recover the working efficiency of the washing machine, the controller generates a cleaning instruction and sends the cleaning instruction to a cleaning device pre-installed inside the washing machine, so that the cleaning device performs a cleaning operation on the interlayer of the washing machine, the accumulation of dust on the interlayer of the washing machine is reduced, and the washing machine can recover the high-efficiency working efficiency; when the efficiency value of the washing machine is greater than or equal to the standard efficiency value, the dust accumulation on the interlayer of the washing machine does not have obvious influence on the working efficiency of the washing machine, and in order to save resources, the interlayer of the washing machine does not need to be cleaned. For example, the standard efficiency value of the washing machine may be set to be 95% in advance, and when the current efficiency value of the washing machine is 93% by calculating according to the currently obtained dust accumulation data on the interlayer of the washing machine and the work data uploaded to the cloud server by the previous washing machine, it indicates that the current efficiency value of the washing machine is lower than the standard efficiency value of the washing machine, and in order to restore the efficiency value of the washing machine to a normal level, the washing device needs to be controlled to wash the interlayer of the washing machine, so that the dust accumulation on the interlayer of the washing machine is reduced, and the work efficiency of the washing machine is improved. In an implementation, the cleaning device can be a cleaning water gun, and is right when required to clean the interlayer of the washing machine, the cleaning water gun is a water outlet which is aligned with the water gun and 8 cuboid corners in the washing machine, and the rotating connecting shaft connected with the drum is rotated simultaneously to clean the outer wall of the drum and the interlayer between the outer shells of the washing machine. The dust accumulation degree of the interlayer of the washing machine is monitored by the camera arranged in the washing machine, the efficiency of the washing machine is calculated by comparing and analyzing various working data of the washing machine, and when the efficiency of the washing machine is reduced, the interlayer of the washing machine is cleaned in time, so that the washing machine recovers the normal working efficiency.
In order to confirm whether the washing machine recovers normal working efficiency after the washing is finished, in one implementation mode, the method further comprises the following steps: and after the washing is finished, acquiring the efficiency value of the washing machine once again. Then, the state data of the washing machine is determined according to the retrieved efficiency value of the washing machine. In one implementation, after the interlayer of the washing machine is washed once, the efficiency value of the washing machine may be obtained again, and then a difference value obtained by subtracting the obtained efficiency value of the washing machine from the standard efficiency value is used as detection index data for determining the state data of the washing machine. And then, acquiring preset fault index data, and comparing the detection index data with the fault index data. When the detection index data is greater than or equal to the fault index data, determining the state data of the washing machine as a fault state; and when the detection index data is smaller than the fault index data, determining that the state data of the washing machine is an aging state.
For example, assume that the predetermined standard efficiency value is 95% and the fault indicator data is 10%. When the reacquired efficiency value of the washing machine is 93%, although the reacquired efficiency value of the washing machine is still smaller than the standard efficiency value, the difference between the reacquired efficiency value and the standard efficiency value is 2% and is smaller than 10% of the fault index data, so that the efficiency value of the washing machine is judged to be reduced due to component aging, and therefore the parameters of the efficiency model of the washing machine need to be adjusted until the efficiency value of the washing machine is recovered to the standard efficiency value. If the newly acquired efficiency value of the washing machine is 82%, the difference between the efficiency value and the standard efficiency value is 13% and is larger than the fault index data by 10%, so that the washing machine is judged to have a fault, fault information is generated and sent to the user terminal or maintenance personnel is informed to maintain.
Based on the above embodiment, the present invention also provides an apparatus for automatically cleaning an interlayer of a washing machine, as shown in fig. 5, the apparatus including:
the dust determining module 01 is used for acquiring interlayer picture data of the washing machine and determining dust accumulation data of an interlayer of the washing machine according to the interlayer picture data;
an efficiency determining module 02 for obtaining working data of the washing machine and determining an efficiency value of the washing machine according to the dust accumulation data and the working data;
and the interlayer cleaning module 03 is used for cleaning the interlayer of the washing machine according to the efficiency value of the washing machine.
In one implementation, the dust determination module 01 specifically includes:
the picture acquisition and processing module is used for acquiring interlayer picture data of the washing machine and carrying out image processing on the interlayer picture data;
the characteristic acquisition module is used for acquiring color characteristic information and pixel point characteristic information of the interlayer picture data according to an image processing result;
the first input module is used for inputting the color characteristic information and the pixel point characteristic information into a preset dust accumulation model;
and the dust accumulation model is used for generating dust accumulation data of an interlayer of the washing machine according to the color characteristic information and the pixel point characteristic information.
In one implementation, the efficiency determination module 02 specifically includes:
the working data acquisition module is used for acquiring the working data of the washing machine;
the second input module is used for inputting the dust accumulation data and the working data into a preset washing machine efficiency model;
a washing machine efficiency model for generating an efficiency value of the washing machine according to the dust accumulation data and the working data.
In one implementation, the interlayer cleaning module 03 specifically includes:
the comparison module is used for acquiring a preset standard efficiency value and comparing the efficiency value of the washing machine with the standard efficiency value;
the washing control module is used for generating a washing instruction and sending the washing instruction to the washing device when the efficiency value of the washing machine is smaller than the standard efficiency value;
and the cleaning device is used for cleaning the interlayer of the washing machine.
Based on the above embodiment, the present invention further provides an intelligent terminal, and a schematic block diagram thereof may be as shown in fig. 6. The intelligent terminal comprises a processor, a memory, a network interface and a display screen which are connected through a system bus. Wherein, the processor of the intelligent terminal is used for providing calculation and control capability. The memory of the intelligent terminal comprises a nonvolatile storage medium and an internal memory. The non-volatile storage medium stores an operating system and a computer program. The internal memory provides an environment for the operation of an operating system and computer programs in the non-volatile storage medium. The network interface of the intelligent terminal is used for being connected and communicated with an external terminal through a network. The computer program is executed by a processor to implement a method of automatically cleaning a washing machine sandwich. The display screen of the intelligent terminal can be a liquid crystal display screen or an electronic ink display screen.
It will be understood by those skilled in the art that the block diagram shown in fig. 6 is only a block diagram of a part of the structure related to the solution of the present invention, and does not constitute a limitation to the intelligent terminal to which the solution of the present invention is applied, and a specific intelligent terminal may include more or less components than those shown in the figure, or combine some components, or have a different arrangement of components.
In one implementation, one or more programs are stored in a memory of the smart terminal and configured to be executed by one or more processors include instructions for performing a method of automatically cleaning a washing machine sandwich.
It will be understood by those skilled in the art that all or part of the processes of the methods of the embodiments described above can be implemented by hardware instructions of a computer program, which can be stored in a non-volatile computer-readable storage medium, and when executed, can include the processes of the embodiments of the methods described above. Any reference to memory, storage, databases, or other media used in embodiments provided herein may include non-volatile and/or volatile memory. Non-volatile memory can include read-only memory (ROM), Programmable ROM (PROM), Electrically Programmable ROM (EPROM), Electrically Erasable Programmable ROM (EEPROM), or flash memory. Volatile memory can include Random Access Memory (RAM) or external cache memory. By way of illustration and not limitation, RAM is available in a variety of forms such as Static RAM (SRAM), Dynamic RAM (DRAM), Synchronous DRAM (SDRAM), Double Data Rate SDRAM (DDRSDRAM), Enhanced SDRAM (ESDRAM), Synchronous Link DRAM (SLDRAM), Rambus Direct RAM (RDRAM), direct bus dynamic RAM (DRDRAM), and memory bus dynamic RAM (RDRAM).
In summary, the invention discloses a method for automatically cleaning an interlayer of a washing machine, which comprises the steps of obtaining interlayer picture data of the washing machine, and determining dust accumulation data of the interlayer of the washing machine according to the interlayer picture data; acquiring working data of the washing machine, and determining the efficiency value of the washing machine according to the dust accumulation data and the working data; and cleaning the interlayer of the washing machine according to the efficiency value of the washing machine. When the efficiency of the washing machine is reduced, the interlayer of the washing machine is cleaned in time, so that the washing machine recovers the normal working efficiency. The problem that the interlayer of the washing machine is difficult to clean in the prior art, and the working efficiency of the washing machine is reduced is effectively solved.
It is to be understood that the invention is not limited to the examples described above, but that modifications and variations may be effected thereto by those of ordinary skill in the art in light of the foregoing description, and that all such modifications and variations are intended to be within the scope of the invention as defined by the appended claims.
Claims (10)
1. A method of automatically cleaning a sandwich of a washing machine, the method comprising:
acquiring interlayer picture data of a washing machine, and determining dust accumulation data of an interlayer of the washing machine according to the interlayer picture data;
acquiring working data of the washing machine, and determining an efficiency value of the washing machine according to the dust accumulation data and the working data;
and cleaning the interlayer of the washing machine according to the efficiency value of the washing machine.
2. The method for automatically cleaning interlayer of washing machine according to claim 1, wherein the obtaining interlayer picture data of washing machine, and the determining dust accumulation data of interlayer of washing machine according to the interlayer picture data comprises:
acquiring interlayer picture data of the washing machine, and carrying out image processing on the interlayer picture data;
obtaining color characteristic information and pixel point characteristic information of the interlayer picture data according to an image processing result;
inputting the color characteristic information and the pixel point characteristic information into a preset dust accumulation model;
and acquiring dust accumulation data of an interlayer of the washing machine, which is generated by the dust accumulation model based on the color characteristic information and the pixel point characteristic information.
3. The method of claim 1, wherein the obtaining operational data of the washing machine, and determining an efficiency rate of the washing machine based on the dust accumulation data and the operational data comprises:
acquiring working data of the washing machine;
inputting the dust accumulation data and the working data into a preset washing machine efficiency model;
obtaining an efficiency value of the washing machine generated by the washing machine efficiency model based on the dust accumulation data and the working data.
4. A method for automatically cleaning the interlayer of a washing machine according to claim 3, wherein the cleaning operation of the interlayer of the washing machine according to the efficiency value of the washing machine comprises:
acquiring a preset standard efficiency value, and comparing the efficiency value of the washing machine with the standard efficiency value;
and when the efficiency value of the washing machine is smaller than the standard efficiency value, generating a washing instruction and sending the washing instruction to a washing device, so that the washing device carries out washing operation on the interlayer of the washing machine.
5. The method of automatically cleaning a washing machine sandwich according to claim 4, further comprising:
after the washing is finished, the efficiency value of the washing machine is obtained again;
determining state data of the washing machine according to the newly acquired efficiency value of the washing machine;
generating fault information when the state data of the washing machine is in a fault state;
and when the state data of the washing machine is in an aging state, adjusting the parameters of the washing machine efficiency model.
6. The method of claim 5, wherein determining the status data of the washing machine based on the retrieved efficiency values of the washing machine comprises:
subtracting the newly acquired efficiency value of the washing machine from the standard efficiency value to obtain a difference value, and using the difference value as detection index data for determining state data of the washing machine;
acquiring preset fault index data, and comparing the detection index data with the fault index data;
determining that the state data of the washing machine is in a fault state when the detection index data is greater than or equal to the fault index data;
and when the detection index data is smaller than the fault index data, determining that the state data of the washing machine is an aging state.
7. The method as claimed in claim 3, wherein the operation data includes washing time data of the washing machine, drum pressure data of the washing machine, service life information of the washing machine, and power consumption data of the washing machine.
8. An apparatus for automatically cleaning a sandwich of a washing machine, the apparatus comprising:
the dust determining module is used for acquiring interlayer picture data of the washing machine and determining dust accumulation data of an interlayer of the washing machine according to the interlayer picture data;
the efficiency determining module is used for acquiring working data of the washing machine and determining the efficiency value of the washing machine according to the dust accumulation data and the working data;
and the interlayer cleaning module is used for cleaning the interlayer of the washing machine according to the efficiency value of the washing machine.
9. A terminal, comprising: a processor, a storage medium communicatively coupled to the processor, the storage medium adapted to store a plurality of instructions; the processor is adapted to invoke instructions in the storage medium to consistently implement the steps of a method of automatically cleaning a washing machine interlayer as claimed in any one of claims 1 to 7.
10. A computer readable storage medium having stored thereon a plurality of instructions adapted to be loaded and executed by a processor to perform the steps of a method for automatically cleaning an interlayer of a washing machine as claimed in any one of claims 1 to 7.
Priority Applications (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN202011596671.0A CN114687129B (en) | 2020-12-29 | 2020-12-29 | Method, device, terminal and storage medium for automatically cleaning interlayer of washing machine |
Applications Claiming Priority (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN202011596671.0A CN114687129B (en) | 2020-12-29 | 2020-12-29 | Method, device, terminal and storage medium for automatically cleaning interlayer of washing machine |
Publications (2)
| Publication Number | Publication Date |
|---|---|
| CN114687129A true CN114687129A (en) | 2022-07-01 |
| CN114687129B CN114687129B (en) | 2023-10-13 |
Family
ID=82131802
Family Applications (1)
| Application Number | Title | Priority Date | Filing Date |
|---|---|---|---|
| CN202011596671.0A Active CN114687129B (en) | 2020-12-29 | 2020-12-29 | Method, device, terminal and storage medium for automatically cleaning interlayer of washing machine |
Country Status (1)
| Country | Link |
|---|---|
| CN (1) | CN114687129B (en) |
Citations (10)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| JP2004321306A (en) * | 2003-04-22 | 2004-11-18 | Sharp Corp | Washing machine |
| JP2007215588A (en) * | 2006-02-14 | 2007-08-30 | Sharp Corp | Fully automatic washing machine |
| JP2012245020A (en) * | 2011-05-25 | 2012-12-13 | Hitachi Appliances Inc | Washing machine |
| CN104775278A (en) * | 2015-03-26 | 2015-07-15 | 无锡小天鹅股份有限公司 | Washing machine, system of washing machine, detection method for dirt on inner bucket wall of washing machine and image processing device |
| CN106713466A (en) * | 2016-12-28 | 2017-05-24 | 上海庆科信息技术有限公司 | Intelligent clothes washing system, cloud server, and communication module based on Internet of Things |
| CN107675424A (en) * | 2017-10-12 | 2018-02-09 | 珠海格力电器股份有限公司 | A kind of washing machine |
| CN108053390A (en) * | 2017-10-31 | 2018-05-18 | 珠海格力电器股份有限公司 | Inner tank of washing machine clears up processing method and processing device |
| CN109023836A (en) * | 2018-08-30 | 2018-12-18 | 珠海格力电器股份有限公司 | Car washing installation control method, system and washing machine |
| CN109763296A (en) * | 2019-01-21 | 2019-05-17 | 珠海格力电器股份有限公司 | A kind of dirt based reminding method, device, storage medium and the washing machine of washing machine |
| CN110965263A (en) * | 2018-09-29 | 2020-04-07 | 青岛海尔滚筒洗衣机有限公司 | Washing machine control method |
-
2020
- 2020-12-29 CN CN202011596671.0A patent/CN114687129B/en active Active
Patent Citations (10)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| JP2004321306A (en) * | 2003-04-22 | 2004-11-18 | Sharp Corp | Washing machine |
| JP2007215588A (en) * | 2006-02-14 | 2007-08-30 | Sharp Corp | Fully automatic washing machine |
| JP2012245020A (en) * | 2011-05-25 | 2012-12-13 | Hitachi Appliances Inc | Washing machine |
| CN104775278A (en) * | 2015-03-26 | 2015-07-15 | 无锡小天鹅股份有限公司 | Washing machine, system of washing machine, detection method for dirt on inner bucket wall of washing machine and image processing device |
| CN106713466A (en) * | 2016-12-28 | 2017-05-24 | 上海庆科信息技术有限公司 | Intelligent clothes washing system, cloud server, and communication module based on Internet of Things |
| CN107675424A (en) * | 2017-10-12 | 2018-02-09 | 珠海格力电器股份有限公司 | A kind of washing machine |
| CN108053390A (en) * | 2017-10-31 | 2018-05-18 | 珠海格力电器股份有限公司 | Inner tank of washing machine clears up processing method and processing device |
| CN109023836A (en) * | 2018-08-30 | 2018-12-18 | 珠海格力电器股份有限公司 | Car washing installation control method, system and washing machine |
| CN110965263A (en) * | 2018-09-29 | 2020-04-07 | 青岛海尔滚筒洗衣机有限公司 | Washing machine control method |
| CN109763296A (en) * | 2019-01-21 | 2019-05-17 | 珠海格力电器股份有限公司 | A kind of dirt based reminding method, device, storage medium and the washing machine of washing machine |
Also Published As
| Publication number | Publication date |
|---|---|
| CN114687129B (en) | 2023-10-13 |
Similar Documents
| Publication | Publication Date | Title |
|---|---|---|
| CN103334265B (en) | A kind of intelligent washing machine, control method for washing and long-distance monitoring method | |
| EP3293299A1 (en) | Intelligent laundry method and device | |
| CN111789538B (en) | Method and device for determining degree of soiling of cleaning mechanism, and storage medium | |
| CN101397736A (en) | Washing machine capable of automatic adding washing agent based on standard and laundry method with washing agent addition | |
| CN113668181B (en) | Washing machine control method and device | |
| CN111743477B (en) | Cleaning control method and device for cleaning mechanism and storage medium | |
| CN112671585B (en) | Exception handling method and device of intelligent household equipment, processor and electronic equipment | |
| CN110699917A (en) | Clothes washing equipment, detergent putting control method and device for clothes washing equipment | |
| CN114113120A (en) | Method, system, equipment and medium for detecting damage to bottom of battery pack | |
| CN112342737A (en) | Clothes washing method based on intelligent clothes washing system, terminal device and storage medium | |
| CN109355863A (en) | The intelligent control method and car washing installation of car washing installation | |
| CN107948351A (en) | The imaging method of terminal and its adaptive screen, storage device | |
| CN114687129A (en) | Method, device, terminal and storage medium for automatically cleaning interlayer of washing machine | |
| CN113839825B (en) | Equipment fault detection method, system, device, computer equipment and storage medium | |
| CN113862956A (en) | Washing machine and water level control method | |
| CN113835028A (en) | Automatic detection method for holder motor, terminal and computer readable storage medium | |
| CN114000303B (en) | Control method and device of washing machine, storage medium and washing machine | |
| CN113622144B (en) | Laundry control method, laundry control system, washing machine and computer readable storage medium | |
| CN113622145B (en) | Laundry control method, laundry control system, washing machine and computer readable storage medium | |
| CN113832645A (en) | Remote control method and terminal device of clothes treatment device | |
| CN113668182B (en) | Washing machine control method and device, washing machine and storage medium | |
| CN113622134A (en) | Laundry control method, device, equipment and storage medium | |
| CN103290652A (en) | Washing machine and control method thereof | |
| CN117221517A (en) | Method and device for testing long stability of camera device, storage medium and electronic device | |
| CN116302572B (en) | Computing power resource scheduling and distributing system and method based on AI intelligent recommendation |
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 |