CN114687129B - 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
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- CN114687129B CN114687129B CN202011596671.0A CN202011596671A CN114687129B CN 114687129 B CN114687129 B CN 114687129B CN 202011596671 A CN202011596671 A CN 202011596671A CN 114687129 B CN114687129 B CN 114687129B
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- 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
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- 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
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- Y—GENERAL TAGGING OF NEW TECHNOLOGICAL DEVELOPMENTS; GENERAL TAGGING OF CROSS-SECTIONAL TECHNOLOGIES SPANNING OVER SEVERAL SECTIONS OF THE IPC; TECHNICAL SUBJECTS COVERED BY FORMER USPC CROSS-REFERENCE ART COLLECTIONS [XRACs] AND DIGESTS
- Y02—TECHNOLOGIES OR APPLICATIONS FOR MITIGATION OR ADAPTATION AGAINST CLIMATE CHANGE
- 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
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Abstract
The invention discloses a method, a device, a terminal and a storage medium for automatically cleaning an interlayer of a washing machine, wherein dust accumulation data of the interlayer of the washing machine is determined according to interlayer picture data obtained by the washing machine; 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. When the efficiency of the washing machine is reduced, the interlayer of the washing machine is cleaned in time, so that the washing machine is restored to normal working efficiency. Effectively solves the problem that the working efficiency of the washing machine is reduced because the interlayer of the washing machine is difficult to clean in the prior art.
Description
Technical Field
The invention relates to the field of intelligent home, 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 technology, the common household appliances are more and more intelligent, but the defects of the household appliances are not solved in most cases, and the household appliances need to be optimized. Once the existing washing machine is assembled, the interlayer between the roller and the washing machine frame is not disassembled unless faults occur, so that the interlayer between the roller and the washing machine frame is almost not cleaned, a large amount of dust and dirt left by clothes are accumulated, the dust and 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 that of the prior art. The existing washing machine has no interlayer cleaning function, and is time-consuming and labor-consuming to detach for cleaning, and when the washing machine is assembled again, the sealing structure is destroyed, so that the overall working effect of the washing machine is also greatly reduced.
Accordingly, there is a need for improvement and development in the art.
Disclosure of Invention
The invention aims to solve the technical problems that the prior art is difficult to clean the interlayer of the washing machine, and the working efficiency of the washing machine is reduced.
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 a washing machine interlayer, wherein 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 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.
In one embodiment, the 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 includes:
obtaining interlayer picture data of the washing machine, and performing image processing on the interlayer picture data;
obtaining color characteristic information and pixel characteristic information of the interlayer picture data according to an image processing result;
inputting the color characteristic information and the pixel 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 characteristic information.
In one embodiment, the acquiring the 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 includes:
acquiring working data of the washing machine;
inputting the dust accumulation data and the working data into a preset washing machine efficiency model;
and acquiring an efficiency value of the washing machine, which is generated by the washing machine efficiency model based on the dust accumulation data and the working data.
In one embodiment, the washing operation of the interlayer of the washing machine according to the efficiency value of the washing machine includes:
acquiring a preset standard efficiency value, and comparing the efficiency value of the washing machine with the standard efficiency value;
when the efficiency value of the washing machine is smaller than the standard efficiency value, a washing instruction is generated and sent to the washing device, so that the washing device carries 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 re-acquired efficiency value of the washing machine;
generating fault information when the state data of the washing machine is a fault state;
and when the state data of the washing machine is an aging state, adjusting parameters of the washing machine efficiency model.
In one embodiment, the determining the state data of the washing machine according to the retrieved efficiency value of the washing machine includes:
performing difference on the re-acquired efficiency value of the washing machine and the standard efficiency value to obtain a difference value, and taking 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;
when the detection index data is greater than or equal to the fault index data, determining that the state data of the washing machine is 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.
In one embodiment, 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.
In a second aspect, an embodiment of the present invention further provides an apparatus for automatically cleaning an interlayer of a washing machine, wherein 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 an 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, including: 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, consistent with implementing the steps of a method of automatically cleaning a washing machine interlayer as described in any of the preceding claims.
In a fourth aspect, embodiments of the present invention further provide a computer readable storage medium having stored thereon a plurality of instructions, wherein the instructions are adapted to be loaded and executed by a processor to implement the steps of a method of automatically cleaning a washing machine interlayer as described in any of the above.
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 dust accumulation data of an interlayer of the washing machine is determined 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. When the efficiency of the washing machine is reduced, the interlayer of the washing machine is cleaned in time, so that the washing machine is restored to normal working efficiency. Effectively solves the problem that the working efficiency of the washing machine is reduced because the interlayer of the washing machine is difficult to clean in the prior art.
Drawings
In order to more clearly illustrate the embodiments of the present invention or the technical solutions in the prior art, the drawings that are required to be used in the embodiments or the description of the prior art will be briefly described below, and it is obvious that the drawings in the following description are only some embodiments described in the present invention, and other drawings may be obtained according to the drawings without inventive effort to those skilled in the art.
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 flowchart illustrating a process 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 value of a washing machine according to an embodiment of the present invention.
Fig. 4 is a schematic flow chart of a washing operation for an interlayer of a washing machine according to an embodiment of the present invention.
Fig. 5 is a connection diagram of internal modules of an apparatus for automatically cleaning a washing machine interlayer according to an embodiment of the present invention.
Fig. 6 is a schematic 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 more clear and clear, the present invention will be further described in detail below with reference to the accompanying drawings and examples. It should be understood that the specific embodiments described herein are for purposes of illustration only and are not intended to limit the scope of the invention.
It should be noted that, if directional indications (such as up, down, left, right, front, and rear … …) are included in the embodiments of the present invention, the directional indications are merely used to explain the relative positional relationship, movement conditions, etc. between the components in a specific posture (as shown in the drawings), and if the specific posture is changed, the directional indications are correspondingly changed.
With the development of technology, the common household appliances are more and more intelligent, but the defects of the household appliances are not solved in most cases, and the household appliances need to be optimized. Once the existing washing machine is assembled, the interlayer between the roller and the frame of the washing machine is not disassembled unless faults occur, however, the use frequency of the washing machine is frequent no matter how often the washing machine is used in spring, summer, autumn and winter, dirt and scale can be stored in the washing machine when clothes are washed, if the washing machine is not cleaned in time, a large amount of dust and dirt left by clothes are accumulated easily, the working effect of the washing machine is seriously affected by the dust and the dirt, the power consumption of washing clothes is greatly increased, and the efficiency of washing the clothes is greatly reduced compared with the prior art. The existing washing machine has no interlayer cleaning function, and is time-consuming and labor-consuming to detach for cleaning, and when the washing machine is assembled again, the sealing structure is destroyed, so that the overall working effect of the washing machine is also greatly reduced.
In view of the above-mentioned drawbacks of the prior art, the present invention provides a method for automatically cleaning an interlayer of a washing machine, in which a camera is disposed in the washing machine to monitor the dust accumulation degree of the interlayer of the washing machine, and then the efficiency of the washing machine is calculated by combining various working data of the washing machine to perform comparison analysis, 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 is restored to normal working efficiency. Therefore, the problem that the working efficiency of the washing machine is reduced due to the fact that the interlayer of the washing machine is difficult to clean in the prior art is solved.
As shown in fig. 1, the present embodiment provides a method for automatically cleaning a washing machine interlayer, the method comprising the steps of:
step S100, obtaining 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.
In order to monitor dust accumulation conditions of an interlayer of a washing machine, waterproof cameras are arranged in a plurality of directions in the interlayer of the washing machine in advance, and in view of the fact that original light in the washing machine is insufficient and a cleaning picture of the interlayer of the washing machine is difficult to take, the judgment result of the ash accumulation degree of the interlayer is affected, LED lamps used for illumination are further arranged in the interlayer of the washing machine, and pictures related to the interlayer of the washing machine are taken through the cooperation of the cameras and the LED lamps, so that interlayer picture data are obtained. And then carrying out feature extraction and analysis on the interlayer picture data to obtain dust accumulation data of the interlayer of the washing machine, wherein the dust accumulation data are 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 numerical value of 70%.
In one implementation, as shown in fig. 2, the step S100 specifically includes the following steps:
step S110, obtaining interlayer picture data of the washing machine, and performing image processing on the interlayer picture data;
step S120, color characteristic information and pixel characteristic information of the interlayer picture data are obtained according to an image processing result;
step S130, inputting the color characteristic information and the pixel characteristic information into a preset dust accumulation model;
step S140, acquiring dust accumulation data of an interlayer of the washing machine generated by the dust accumulation model based on the color feature information and the pixel feature information.
Specifically, after a camera in the washing machine shoots an interlayer of the washing machine, the shot interlayer picture data are sent to a cloud server, the cloud server performs image processing on the interlayer picture data, color characteristic information and pixel characteristic information of the interlayer picture data are extracted, and the information is input into a dust accumulation model. It should be noted that, the dust accumulation model has already completed the training process according to the labeled training data, and can be directly used in the embodiment to calculate and evaluate the dust accumulation degree of the interlayer of the washing machine on the color feature information and the pixel feature information in the interlayer picture data. The output of the dust accumulation model is thus the dust accumulation data of the interlayer of the washing machine generated based on the color feature information and the pixel feature information.
In order to accurately determine whether the washing machine needs to be washed, as shown in fig. 1, the method further includes the steps of:
step 200, working data of the washing machine are obtained, and the efficiency value of the washing machine is determined according to the dust accumulation data and the working data.
In particular, the washing machine is used as a household appliance with a high working frequency, so that dust accumulation in an interlayer of the washing machine is difficult to avoid, but if the washing machine can still work with normal working efficiency, frequent cleaning operation is not needed, otherwise, larger consumption of resources is generated, and the washing machine is not environment-friendly. Therefore, in this embodiment, after the dust accumulation data of the interlayer of the washing machine is calculated, the working data of the washing machine needs to be obtained, the efficiency value of the washing machine is determined according to the dust accumulation data and the working data, and then whether the interlayer of the washing machine needs to be cleaned is finally determined. In one implementation, the operation data of the washing machine includes: washing time data of the washing machine, roller 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 the sum of the weight of the water and the laundry in the 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, since smart home now generally has the function of internet of things, its working data can be uploaded to the cloud server in real time, and users can also download their working data at a time to know their device status. In this embodiment, a plurality of sensors are preset in the washing machine to obtain working data of the washing machine, for example, when the working data of the washing machine 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, a timer is preset in the washing machine to calculate washing time of the washing machine, the drum pressure sensor is used for obtaining drum pressure data of the washing machine, and the power consumption detection sensor is used for obtaining power consumption of the washing machine, and then various working data of the washing machine are uploaded to a cloud server through a control system of the washing machine to be used for calculating an efficiency value of the washing machine. When judging whether the washing operation is needed to be carried out on the interlayer of the washing machine, the control system acquires working data of the washing machine from the cloud server, and then inputs dust accumulation data corresponding to the interlayer of the washing machine and the working data of the washing machine into a preset washing machine efficiency model. It should be noted that, the efficiency model of the washing machine is modeled for efficiency of the washing machine, and correlation between efficiency of the washing machine, working data of the washing machine and dust accumulation data is obtained after training by using the labeled training data, so that the efficiency model of the washing machine can be directly applied to calculation of the efficiency of the washing machine in the embodiment. After the dust accumulation data and the working data are obtained by the washing machine efficiency model, the current efficiency value of the washing machine is finally output through analysis and calculation. In one implementation, the efficiency value may be expressed in terms of a percentage, for example, the current efficiency value of the washing machine is 95%.
After obtaining the current efficiency value of the washing machine, as shown in fig. 1, the method further includes the following steps:
and step 300, 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 embodiment judges whether dust accumulation on the interlayer of the washing machine has 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 that dust on the interlayer of the washing machine is reduced, and the washing machine is enabled to restore to normal working efficiency. In one implementation, dust accumulation data of an interlayer of the washing machine, various working data of the washing machine and a current efficiency value of the washing machine can be made into dynamic icons and transmitted to a user terminal, so that a user can watch state changes 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, obtaining a preset standard efficiency value, and comparing the efficiency value of the washing machine with the standard efficiency value;
and step 320, 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.
In this embodiment, a standard efficiency value is preset for evaluating whether the current efficiency of the washing machine is affected by dust accumulation on the interlayer of the washing machine. Specifically, in this embodiment, the calculated efficiency value of the washing machine is compared with a preset standard efficiency value, when the efficiency value of the washing machine is smaller than the standard efficiency value, it indicates that dust accumulation on an interlayer of the washing machine causes the current efficiency of the washing machine to be reduced, so in order to restore 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 cleaning operation on the interlayer of the washing machine, reduces dust accumulation on the interlayer of the washing machine, and enables the washing machine to restore the efficient working efficiency; when the efficiency value of the washing machine is greater than or equal to the standard efficiency value, it means that dust accumulation on the interlayer of the washing machine does not have a significant effect on the working efficiency of the washing machine, so that the interlayer of the washing machine does not need to be cleaned in order to save resources. For example, the standard efficiency value of the washing machine may be preset to be 95%, when the current efficiency value of the washing machine is 93% obtained by calculating the efficiency model according to the currently obtained dust accumulation data on the interlayer of the washing machine and the working data of the cloud server uploaded by the previous washing machine, the current efficiency value of the washing machine is lower than the standard efficiency value of the washing machine, so that the washing device needs to be controlled to wash the interlayer of the washing machine to reduce dust accumulation on the interlayer of the washing machine, thereby improving the working efficiency of the washing machine. In one implementation, the cleaning device may be a cleaning water gun, when the cleaning operation is required to be performed on the interlayer of the washing machine, the cleaning water gun is an alignment member, a water outlet and 8 cuboid corners in the washing machine, and meanwhile, a rotating connecting shaft connected with the roller is rotated to clean the interlayer between the outer wall of the roller and the outer shell of the washing machine. According to the embodiment, the camera is arranged in the washing machine to monitor the dust accumulation degree of the interlayer of the washing machine, and the efficiency of the washing machine is calculated by combining various working data of the washing machine for comparison and analysis, so that when the efficiency of the washing machine is reduced, the interlayer of the washing machine is cleaned in time, and the washing machine is enabled to recover the normal working efficiency.
To confirm whether the washing machine has recovered to normal operation efficiency after the washing is completed, in one implementation, the method further includes: and after the washing is finished, the efficiency value of the washing machine is obtained again. And then, determining state data of the washing machine according to the retrieved efficiency value of the washing machine. In one implementation, after the interlayer of the washing machine is cleaned once, the efficiency value of the washing machine can be obtained once again, and then the difference value obtained by performing difference on the obtained efficiency value of the washing machine and 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 that the state data of the washing machine is 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 preset standard efficiency value is 95% and the failure index data is 10%. When the efficiency value of the re-acquired washing machine is 93%, although the efficiency value of the re-acquired washing machine is still smaller than the standard efficiency value, the difference between the re-acquired washing machine and the standard efficiency value is 2% and smaller than 10% of fault index data, so that it is judged that the efficiency value of the washing machine is reduced due to the aging of components, and therefore, parameters of the efficiency model of the washing machine need to be adjusted until the efficiency value of the washing machine is restored to the standard efficiency value. If the efficiency value of the re-acquired washing machine is 82%, the difference between the re-acquired washing machine and the standard efficiency value is 13% and is greater than 10% of the fault index data, so that the washing machine is judged to be faulty, fault information is generated and sent to a user terminal or a maintainer is informed to carry out maintenance.
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 comprising:
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, configured to obtain working data of the washing machine, and determine 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 image acquisition and processing module is used for acquiring interlayer image data of the washing machine and carrying out image processing on the interlayer image data;
the feature acquisition module is used for acquiring color feature information and pixel feature 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 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 characteristic information.
In one implementation, the efficiency determining module 02 specifically includes:
the working data acquisition module is used for acquiring 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;
and the washing machine efficiency model is used 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 obtaining 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 also provides an intelligent terminal, and a functional block diagram thereof may be 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. The processor of the intelligent terminal is used for providing computing and control capabilities. 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 the operating system and computer programs in the non-volatile storage media. The network interface of the intelligent terminal is used for communicating with an external terminal through network connection. The computer program, when executed by a processor, implements a method of automatically cleaning a washing machine interlayer. The display screen of the intelligent terminal can be a liquid crystal display screen or an electronic ink display screen.
It will be appreciated by those skilled in the art that the schematic block diagram shown in fig. 6 is merely a block diagram of a portion of the structure associated with the present inventive arrangements and is not limiting of the smart terminal to which the present inventive arrangements are applied, and that a particular smart terminal may include more or fewer components than shown, or may combine some of the components, or have a different arrangement of components.
In one implementation, the memory of the intelligent terminal has one or more programs stored therein and configured to be executed by one or more processors, the one or more programs comprising instructions for performing a method for automatically cleaning a washing machine interlayer.
Those skilled in the art will appreciate that implementing all or part of the above described methods may be accomplished by way of a computer program stored on a non-transitory computer readable storage medium, which when executed, may comprise the steps of the embodiments of the methods described above. Any reference to memory, storage, database, or other medium used in embodiments provided herein may include non-volatile and/or volatile memory. The nonvolatile 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), memory bus direct RAM (RDRAM), direct memory bus dynamic RAM (DRDRAM), and memory bus dynamic RAM (RDRAM), among others.
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 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. When the efficiency of the washing machine is reduced, the interlayer of the washing machine is cleaned in time, so that the washing machine is restored to normal working efficiency. Effectively solves the problem that the working efficiency of the washing machine is reduced because the interlayer of the washing machine is difficult to clean in the prior art.
It is to be understood that the invention is not limited in its application to the examples described above, but is capable of modification and variation in light of the above teachings by those skilled in the art, and that all such modifications and variations are intended to be included within the scope of the appended claims.
Claims (7)
1. A method of automatically cleaning a washing machine interlayer, 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;
performing a cleaning operation on an interlayer of the washing machine according to the efficiency value of the washing machine;
the determining of the efficiency value of the washing machine according to the dust accumulation data and the operation data includes:
inputting the dust accumulation data and the working data into a preset washing machine efficiency model, and acquiring an efficiency value of the washing machine, which is generated by the washing machine efficiency model based on the dust accumulation data and the working data;
the method further comprises the steps of:
after the washing is finished, the efficiency value of the washing machine is obtained again; performing difference between the re-acquired efficiency value of the washing machine and a preset standard efficiency value to obtain a difference value, and taking 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;
when the detection index data is greater than or equal to the fault index data, determining that the state data of the washing machine is a fault state, and generating fault information;
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, and adjusting parameters of the washing machine efficiency model.
2. The method of claim 1, wherein the 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 comprises:
obtaining interlayer picture data of the washing machine, and performing image processing on the interlayer picture data;
obtaining color characteristic information and pixel characteristic information of the interlayer picture data according to an image processing result;
inputting the color characteristic information and the pixel 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 characteristic information.
3. A method of automatically cleaning a washing machine interlayer according to claim 1, wherein said cleaning the washing machine interlayer according to the efficiency value of the washing machine comprises:
obtaining the standard efficiency value, and comparing the efficiency value of the washing machine with the standard efficiency value;
when the efficiency value of the washing machine is smaller than the standard efficiency value, a washing instruction is generated and sent to a washing device, so that the washing device carries out washing operation on the interlayer of the washing machine.
4. A method of automatically cleaning a washing machine interlayer as in claim 1, wherein the operational data comprises washing time data of the washing machine, drum pressure data of the washing machine, age information of the washing machine, and power consumption data of the washing machine.
5. An apparatus for automatically cleaning an interlayer 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 an efficiency value of the washing machine according to the dust accumulation data and the working data;
the interlayer cleaning module is used for cleaning the interlayer of the washing machine according to the efficiency value of the washing machine;
the determining of the efficiency value of the washing machine according to the dust accumulation data and the operation data includes:
inputting the dust accumulation data and the working data into a preset washing machine efficiency model, and acquiring an efficiency value of the washing machine, which is generated by the washing machine efficiency model based on the dust accumulation data and the working data;
the device acquires the efficiency value of the washing machine once again after cleaning; performing difference between the re-acquired efficiency value of the washing machine and a preset standard efficiency value to obtain a difference value, and taking 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;
when the detection index data is greater than or equal to the fault index data, determining that the state data of the washing machine is a fault state, and generating fault information;
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, and adjusting parameters of the washing machine efficiency model.
6. 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, the consistency implementing the steps of a method of automatically cleaning a washing machine interlayer as claimed in any of the preceding claims 1-4.
7. A computer readable storage medium having stored thereon a plurality of instructions adapted to be loaded and executed by a processor to carry out the steps of a method of automatically cleaning a washing machine interlayer as claimed in any of the preceding claims 1 to 4.
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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 |
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