CN113622134A - Laundry control method, device, equipment and storage medium - Google Patents
Laundry control method, device, equipment and storage medium Download PDFInfo
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- CN113622134A CN113622134A CN202010386806.4A CN202010386806A CN113622134A CN 113622134 A CN113622134 A CN 113622134A CN 202010386806 A CN202010386806 A CN 202010386806A CN 113622134 A CN113622134 A CN 113622134A
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- 238000000034 method Methods 0.000 title claims abstract description 62
- 238000005406 washing Methods 0.000 claims abstract description 221
- 239000000463 material Substances 0.000 claims abstract description 108
- 238000011109 contamination Methods 0.000 claims description 23
- 238000010801 machine learning Methods 0.000 claims description 13
- 238000004590 computer program Methods 0.000 claims description 6
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- 238000012549 training Methods 0.000 description 3
- 239000003599 detergent Substances 0.000 description 2
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- 238000010438 heat treatment Methods 0.000 description 1
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- 238000003062 neural network model Methods 0.000 description 1
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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
- D06F33/32—Control of operational steps, e.g. optimisation or improvement of operational steps depending on the condition of the laundry
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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
- D06F34/00—Details of control systems for washing machines, washer-dryers or laundry dryers
- D06F34/28—Arrangements for program selection, e.g. control panels therefor; Arrangements for indicating program parameters, e.g. the selected program or its progress
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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
- D06F2103/00—Parameters monitored or detected for the control of domestic laundry washing machines, washer-dryers or laundry dryers
- D06F2103/02—Characteristics of laundry or load
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Abstract
The embodiment of the invention provides a clothes washing control method, a device, equipment and a storage medium, wherein the method comprises the following steps: the washing machine determines wearing time information, dirt degree information and weight information of clothes, and sends the wearing time information, the dirt degree information and the weight information to a cloud end; the cloud receives wearing time information, dirty degree information and weight information sent by the washing machine; the cloud end determines the material of the clothes based on the wearing time information and the dirty degree information; the cloud determines a matched target washing program based on the material, determines washing parameters corresponding to the target washing program based on the turbidity degree information and the weight information, and sends the target washing program and the washing parameters to the washing machine; the washing machine washes laundry based on the washing parameters through the target washing course. The technical scheme provided by the embodiment of the invention can reasonably and accurately select the washing program and the washing parameters to achieve the optimal washing effect.
Description
Technical Field
The embodiment of the invention relates to a washing machine, in particular to a washing control method, a washing control device, washing control equipment and a storage medium.
Background
With the continuous improvement of living standard, washing machines have entered into thousands of households. Washing machines have become a necessity in home life. With the development of the washing technology, the range of the clothes to be washed by the washing machine is greatly expanded, and with the development of electronic technology, the washing program and the washing parameters can be adjusted in a diversified manner. But a layman generally cannot select the correct washing program and parameter setting according to the specific conditions of the laundry.
At present, although some washing machines can determine the washing program and the washing parameters by inputting the usage data of the washings, only the usage data of the washings is available, and the washing program can only be speculated in a fuzzy way, so that the washing program and the washing parameters are not judged to be more appropriate accurately, and the washed washings are not washed cleanly, and even the washings are washed badly.
Disclosure of Invention
The embodiment of the invention provides a clothes washing control method, a device, equipment and a storage medium, which can reasonably and accurately select a washing program and washing parameters to achieve the optimal washing effect.
In a first aspect, an embodiment of the present invention provides a laundry control method, where the method applies a cloud, and the method includes:
receiving wearing time information, dirt degree information and weight information of clothes sent by a washing machine;
determining the material of the clothes based on the wearing time information and the dirty degree information;
determining a matched target washing program based on the material, and determining a washing parameter corresponding to the target washing program based on the dirt degree information and the weight information;
and sending the target washing program and the washing parameters to a washing machine so that the washing machine washes the clothes based on the washing parameters through the target washing program.
In a second aspect, a laundry control method applied to a washing machine includes:
determining wearing time length information, dirty degree information and weight information of clothes, and sending the wearing time length information, the dirty degree information and the weight information to a cloud end;
receiving a target washing program which is sent by a cloud end and matched with the material of clothes and washing parameters corresponding to the target washing program; wherein the material of the clothing is determined based on the wearing time information and the dirty degree information; the washing parameter is determined based on the contamination degree information and the weight information;
washing by the target washing program based on the washing parameters.
In a third aspect, an embodiment of the present invention provides a laundry control method, including:
the washing machine determines wearing time information, dirt degree information and weight information of clothes, and sends the wearing time information, the dirt degree information and the weight information to a cloud end;
the cloud receives the wearing time information, the dirt degree information and the weight information sent by the washing machine;
the cloud end determines the material of the clothes based on the wearing time length information and the dirty degree information;
the cloud determines a matched target washing program based on the material, determines washing parameters corresponding to the target washing program based on the turbidity degree information and the weight information, and sends the target washing program and the washing parameters to the washing machine;
the washing machine washes laundry based on the washing parameters through the target washing course.
In a fourth aspect, an embodiment of the present invention provides a laundry control method, which is applied to a washing machine, and includes:
determining wearing time information, dirt degree information and weight information of the clothes;
determining the material of the clothes based on the wearing time information and the dirty degree information;
determining a matched target washing program based on the material, and determining a washing parameter corresponding to the target washing program based on the dirt degree information and the weight information;
washing laundry based on the washing parameters by the target washing course.
In a fifth aspect, an embodiment of the present invention provides an apparatus, including:
one or more processors;
a storage device for storing one or more programs,
when the one or more programs are executed by the one or more processors, the one or more processors are caused to implement the methods provided by the embodiments of the present invention.
In a sixth aspect, the present invention provides a computer-readable storage medium, on which a computer program is stored, where the computer program is executed by a processor to implement the method provided by the present invention.
According to the technical scheme provided by the embodiment of the invention, the washing machine determines the wearing time information and the dirty degree information of the clothes, determines the material of the clothes according to the wearing time information and the dirty degree information of the clothes, determines the matched target washing program based on the material, determines the washing parameters corresponding to the target washing program based on the dirty degree information and the weight information, and washes the clothes based on the washing parameters through the target washing program, so that the washing program and the washing parameters can be reasonably and accurately selected, and the optimal washing effect is achieved.
Drawings
Fig. 1 is a flowchart of a laundry control method according to an embodiment of the present invention;
fig. 2 is a flowchart of a laundry control method according to an embodiment of the present invention;
fig. 3a is a flowchart of a laundry control method according to an embodiment of the present invention;
fig. 3b is a flowchart of a laundry control method according to an embodiment of the present invention;
FIG. 3c is a flow chart of the hardware interaction of the washing machine according to the embodiment of the present invention;
fig. 4 is a flowchart of a laundry control method according to an embodiment of the present invention;
fig. 5 is a block diagram of a laundry control device according to an embodiment of the present invention;
fig. 6 is a block diagram of a laundry control device according to an embodiment of the present invention;
fig. 7 is a block diagram of a laundry control device according to an embodiment of the present invention;
fig. 8 is a schematic structural diagram of an apparatus according to an embodiment of the present invention.
Detailed Description
The present invention will be described in further detail with reference to the accompanying drawings and examples. It is to be understood that the specific embodiments described herein are merely illustrative of the invention and are not limiting of the invention. It should be further noted that, for the convenience of description, only some of the structures related to the present invention are shown in the drawings, not all of the structures.
In the related art, the washing machine determines a washing course and washing parameters by inputting usage data of laundry. The scheme only can be used for fuzzily deducing the washing program and the washing parameters, and cannot achieve better washing effect. According to the technical scheme provided by the embodiment of the invention, the matched target washing program is determined according to the wearing time information and the dirt degree information of the clothes of the user, the washing parameters corresponding to the target washing program are determined according to the dirt degree information and the weight information, the washing program and the washing parameters can be reasonably and accurately selected, and the clothes can be washed more cleanly without any washing experience or professional knowledge of the user or extra information.
Fig. 1 is a flowchart of a laundry control method according to an embodiment of the present invention, where the method may be executed by a laundry control device, where the device may be implemented by software and/or hardware, and the device may be configured in a cloud, and the method is applied to a scenario where a washing machine is used to wash laundry. As shown in fig. 1, the technical solution provided by the embodiment of the present invention includes:
s110: and receiving wearing time information, dirt degree information and weight information of the clothes sent by the washing machine.
In the embodiment of the invention, the washing machine can acquire wearing time information input by a user, can acquire dirty degree information of clothes, and can acquire weight information of the clothes through the weight sensor. The wearing time information may be specific days, or may be classified according to the time length.
In the embodiment of the invention, the washing machine sends the wearing time information, the contamination degree information and the weight information of the clothes to the cloud, specifically, the washing machine can send the data to the cloud through the controller, and the cloud receives the wearing time information, the contamination degree information and the weight information of the clothes sent by the washing machine.
In the case of determining the wearing time information of the clothes, the user may input a specific number of days or determine the wearing time level. If the specific number of days of wearing is input, the cost of the user is increased, even some users worry about the problem of invading the privacy of the user, and meanwhile, the specific number of days of inputting is not obviously improved in the aspect of improving the program recommendation accuracy and the complexity of the algorithm is increased. And grading is carried out according to the wearing time of the clothes, so that the user experience is improved, the worry of the user about privacy is eliminated, and the recommendation of the washing program can be accurately carried out. The dressing duration scale is shown in table 1:
TABLE 1
In the embodiment of the present invention, the soiling degree information of the laundry may include the soiling degree of the laundry, or may also include soiling level information including the soiling degree and the number and color of soiling corresponding to the soiling degree.
The degree of contamination of the laundry may be expressed by a turbidity of water (FTU) by immersing the laundry in the water. However, it is not practical and the user experience is poor for the general user, although the degree of contamination of the laundry can be accurately evaluated. Therefore, it is important to evaluate the degree of contamination of the laundry according to other criteria. Wherein, can adopt the quantity and the color of spot in the clothing to classify, it is more reasonable. The dirty-grade criteria are shown in table 2:
TABLE 2
Number of stains (number) | Stain color | Degree of contamination |
Less than 1 | / | Is very light |
Less than or equal to 3 | Shallow | Light and lightweight |
Less than or equal to 3 | Deep to | In |
Greater than 3 and less than 10 | Shallow | In |
Greater than 3 and less than 10 | Deep to | Heavy load |
Greater than or equal to 10 | Shallow | Heavy load |
Greater than or equal to 10 | Heavy load | Heavy load |
S120: and determining the material of the clothes based on the wearing time information and the dirty degree information.
In an embodiment of the present invention, optionally, the determining a material of the laundry based on the wearing time information and the contamination degree information includes: determining a current date and determining a season in which the current date is; determining the type of clothes based on the wearing time information, and determining the scene where a user wearing the clothes is located based on the dirty degree information; determining a material of the corresponding clothing based on the season, the type, and the scene.
The current date can be obtained by the washing machine and sent to the cloud, or the current date obtained by the cloud based on the system of the cloud itself. The types of clothes may be classified into outer clothes and inner clothes, or the types of clothes may be classified into upper clothes or lower clothes, etc. The scene in which the user wearing the clothes is located can be an indoor scene and an outdoor scene, and the indoor scene can be further specifically divided, and for example, the indoor scene can include a factory scene, an office scene and the like.
In the embodiment of the present invention, the same type of clothing wearing time information may be different in different seasons, for example, the wearing time of the jacket may be two days in summer and one week in winter. The wearing time of different types of clothes can be different, the wearing time of the outer garment can be generally longer than that of the inner garment, or the wearing time of the outer garment can be shorter than that of the inner garment, so that the type of the clothes can be determined according to the wearing time information.
In the embodiment of the invention, when the user is in different scenes, the information of the dirt degree of the clothes can be different, for example, the user is in a factory scene, the dirt quantity of the clothes is more, the dirt color is heavier, and if the user is in an office scene, the dirt quantity of the clothes is less, and the dirt color is light, so that the scene where the user wearing the clothes is located can be determined according to the information of the dirt degree of the clothes.
In the embodiment of the invention, the material, season, type of clothes and scene of a user wearing the clothes can be in one-to-one correspondence. For example, if the current season is summer, the type of the clothes is outer clothes, and a user wearing the outer clothes is in a factory environment, the material of the clothes is judged to be not down jacket, not real silk, or cotton-flax material.
In an embodiment of the present invention, optionally, the determining a material of the laundry based on the wearing time information and the contamination degree information includes: determining the type of clothes based on the wearing time information, and determining the scene where the user wearing the clothes is located based on the dirty degree information; and based on the type and the material of the clothes corresponding to the scene. The material of the clothes, the type of the clothes and the scene where the user wearing the clothes is located can be in one-to-one correspondence. For example, the type of the clothes may be outer clothes, and a user wearing the outer clothes is in an office environment, and since the four-season temperature change in the office environment is not particularly large, the material of the clothes may be determined to be not a down jacket, but a cotton-flax material.
In an embodiment of the present invention, optionally, the determining a material of the laundry based on the wearing time information and the contamination degree information includes: and inputting the current date, the wearing time information and the dirty degree information into a machine learning model to obtain the material of the clothes. The machine learning model can be a neural network model or other machine learning models, the machine learning model is a trained model, and the training process is as follows: and inputting the date, wearing time information and dirty program information in the training set into the machine learning model for training to obtain the trained machine learning model. Therefore, the material of the clothes can be obtained by inputting the current date, the wearing time information and the dirt degree information into the machine learning model, and the material of the clothes can be determined quickly and accurately.
In an embodiment of the present invention, optionally, the determining a material of the laundry based on the wearing time information and the contamination degree information includes: inputting the current date, the wearing time information and the dirt degree information into a machine learning model to obtain the predicted material of the clothes; inquiring the material of the clothes corresponding to the wearing time length information and the dirt degree information from historical data of a first preset time period; if the predicted material is different from the inquired material, inquiring the material of the clothes corresponding to the wearing time information and the dirt degree information from the historical data of a second preset time period, and taking the material as the final material of the clothes; and the second preset time period is greater than the first preset time period. The historical data comprises the material of the clothes, and corresponding wearing time information, dirty degree information, date and the like. The first preset time period and the second preset time period can be selected according to needs, the first preset time period can be the last 10 days, and the second preset time period can be the last 30 days.
Therefore, the predicted material of the clothes is obtained through the machine learning model, the material of the clothes is obtained through the historical data query of the first preset time period, if the predicted material of the clothes is inconsistent with the material obtained through the query, the material of the clothes can be queried from the historical data of the second preset time period, the material of the clothes can be accurately obtained, and the washing program can be selected more accurately.
S130: and determining a matched target washing program based on the material, and determining a washing parameter corresponding to the target washing program based on the dirt degree information and the weight information.
In the embodiment of the invention, different materials correspond to different washing programs, the target washing program can be matched according to the material of clothes, and corresponding washing parameters are determined according to the information of the dirt degree and the weight information. Wherein the washing parameters comprise parameters such as washing time, addition amount of the laundry detergent, rotating speed and washing water level.
In the embodiment of the invention, when the dirtiness degree is heavier and the clothes are heavier, the longer washing time can be determined, and the more the addition amount of the laundry detergent is. When the laundry is heavier, a higher washing water level may be determined.
S140: and sending the target washing program and the washing parameters to a washing machine so that the washing machine washes the clothes based on the washing parameters through the target washing program.
In the embodiment of the invention, the cloud sends the target washing program and the washing parameters to the washing machine, and the washing machine selects the target washing program and washes clothes according to the washing parameters. Specifically, the cloud end can send the target washing program and the washing parameters to a controller in the washing machine, and the controller controls an actuator in the washing machine to execute the target washing program and the washing parameters. The washing course may include a washing course in a heating mode, a washing course in a rinsing mode, or other washing courses.
According to the technical scheme provided by the embodiment of the invention, the cloud end determines the material of the clothes through the wearing time length information and the dirty degree information, determines the matched target washing program based on the material, determines the washing parameters corresponding to the target washing program based on the dirty degree information and the weight information, and sends the target washing program and the washing parameters to the washing machine, so that the washing machine can select a proper washing mode to achieve the optimal washing effect by washing the clothes through the target washing program based on the washing parameters.
Fig. 2 is a flowchart of a laundry control method according to an embodiment of the present invention, where the method may be performed by a laundry control device, the device may be implemented by software and/or hardware, the device may be configured in a washing machine, and the method is applied to a scenario where the washing machine is used to wash laundry. As shown in fig. 2, the technical solution provided by the embodiment of the present invention includes:
s210: determining wearing time length information, dirty degree information and weight information of clothes, and sending the wearing time length information, the dirty degree information and the weight information to a cloud end.
In the embodiment of the present invention, the information on the wearing time of the clothes, the information on the contamination degree, and the information on the weight may be described with reference to the above-described embodiment.
S220: receiving a target washing program matched with the material of clothes and washing parameters corresponding to the target washing program, which are sent by a cloud terminal; wherein the clothing material is determined based on the wearing time information and the dirty degree information; the washing parameter is determined based on the contamination degree information and the weight information.
In the embodiment of the present invention, the method for determining the texture of the clothes and the method for determining the washing parameters are the same as the description of the above embodiment, and reference may be made to the description of the above embodiment.
S230: washing by the target washing program based on the washing parameters.
Fig. 3a is a flowchart of a laundry control method according to an embodiment of the present invention, where the method is applied to a system composed of a washing machine and a cloud. As shown in fig. 3a, the technical solution provided by the embodiment of the present invention includes:
s310: the washing machine determines wearing time information, contamination degree information and weight information of clothes, and sends the wearing time information, the contamination degree information and the weight information to a cloud.
S320: the cloud receives the wearing time information, the dirty degree information and the weight information sent by the washing machine.
S330: the cloud determines the material of the clothes based on the wearing time length information and the dirty degree information.
S340: and the cloud end determines a matched target washing program based on the material, determines washing parameters corresponding to the target washing program based on the dirt degree information and the weight information, and sends the target washing program and the washing parameters to the washing machine.
S350: the washing machine washes laundry based on the washing parameters through the target washing course.
Reference is made to the above embodiments for the introduction of S310-S350.
In the method provided by the embodiment of the present invention, reference may also be made to fig. 3b, and reference may be made to fig. 3c for interaction of washing machine hardware. The controller transmits the three kinds of data to the cloud, the cloud infers the best local washing program and washing parameters after data analysis by combining historical washing data of the user, the cloud issues the identification of the washing program and the washing parameters to the controller, and the controller controls the actuator to start to execute the washing action.
According to the technical scheme provided by the embodiment of the invention, the washing machine determines the wearing time information and the dirty degree information of clothes and sends the wearing time information and the dirty degree information to the cloud end, the cloud end determines the material of the clothes according to the wearing time information and the dirty degree information of the clothes, determines the matched target washing program based on the material, determines the washing parameters corresponding to the target washing program based on the dirty degree information and the weight information, and sends the target washing program and the washing parameters to the washing machine, and the washing machine washes the clothes based on the washing parameters through the target washing program and can select a proper washing mode, so that the optimal washing effect is achieved.
Fig. 4 is a flowchart of a laundry control method according to an embodiment of the present invention, where the method may be performed by a laundry control device, the device may be implemented by software and/or hardware, the device may be configured in a washing machine, and the method is applied to a scenario where the washing machine is used to wash laundry. The technical scheme provided by the embodiment of the invention is different from the technical scheme in the embodiment in that: the technical scheme provided by the embodiment of the invention is implemented by the washing machine.
As shown in fig. 4, the technical solution provided by the embodiment of the present invention includes:
s410: and determining wearing time information, dirt degree information and weight information of the clothes.
The above embodiments may be referred to for the description of the wearing time information, the soiling degree information, and the weight information.
S420: and determining the material of the clothes based on the wearing time information and the dirty degree information.
In the embodiment of the present invention, the method for determining the material of the clothes can refer to the above embodiment.
S430: and determining a matched target washing program based on the material, and determining a washing parameter corresponding to the target washing program based on the dirt degree information and the weight.
In the embodiment of the present invention, the method of determining the matched target washing course and the washing parameter may refer to the above-described embodiment.
S440: washing laundry based on the washing parameters by the target washing course.
According to the technical scheme provided by the embodiment of the invention, the washing machine determines the wearing time information and the dirty degree information of clothes, determines the material of the clothes according to the wearing time information and the dirty degree information of the clothes, determines the matched target washing program based on the material, determines the washing parameters corresponding to the target washing program based on the dirty degree information and the weight information, washes the clothes based on the washing parameters through the target washing program, and can select a proper washing mode, so that the optimal washing effect is achieved.
Fig. 5 is a block diagram of a laundry control device according to an embodiment of the present invention, where the laundry control device is disposed in a cloud, and the laundry control device includes: a receiving module 510, a first determining module 520, a second determining module 530, and a transmitting module 540.
The receiving module 510 is configured to receive wearing time information, contamination degree information, and weight information of the laundry, which are sent by the washing machine;
a first determining module 520, configured to determine a material of the laundry based on the wearing time information and the contamination degree information;
a second determining module 530, configured to determine a matched target washing program based on the material, and determine a washing parameter corresponding to the target washing program based on the dirty degree information and the weight information;
a sending module 540, configured to send the target washing program and the washing parameters to a washing machine, so that the washing machine washes the laundry through the target washing program based on the washing parameters.
Optionally, the first determining module 520 is configured to:
determining a current date and determining a season in which the current date is;
determining the type of clothes based on the wearing time information, and determining the scene where a user wearing the clothes is located based on the dirty degree information;
determining a material of the corresponding clothing based on the season, the type, and the scene.
Optionally, the first determining module 520 is configured to:
determining the type of clothes based on the wearing time information, and determining the scene where a user wearing the clothes is located based on the dirty degree information;
and based on the type and the material of the clothes corresponding to the scene.
Optionally, the first determining module 520 is configured to:
and inputting the current date, the wearing time information and the dirty degree information into a machine learning model to obtain the material of the clothes.
Optionally, the first determining module 520 is configured to:
inputting the current date, the wearing time information and the dirt degree information into a machine learning model to obtain the predicted material of the clothes;
inquiring the material of the clothes corresponding to the wearing time length information and the dirt from historical data of a first preset time period;
if the predicted material is different from the inquired material, inquiring the material of the clothes corresponding to the wearing time information and the dirt from the historical data of a second preset time period, and taking the material as the final material of the clothes; wherein the second preset time period is greater than the first preset time period.
The device can execute the method provided by any embodiment of the invention, and has the corresponding functional modules and beneficial effects of the execution method.
Fig. 6 is a block diagram of a laundry control device according to an embodiment of the present invention, the device is configured in a washing machine, and the device includes: a determination/transmission module 610 and a reception module 620.
A determining/transmitting module 610, configured to determine wearing duration information, soiling degree information, and weight information of the laundry, and transmit the wearing duration information, the soiling degree information, and the weight information to a cloud;
the receiving module 620 is configured to receive a target washing program which is sent by the cloud and is matched with the material of the clothes and washing parameters corresponding to the target washing program; wherein the material of the clothing is determined based on the wearing time information and the dirty degree information; the washing parameter is determined based on the contamination degree information and the weight information;
a washing module 630 for performing washing based on the washing parameters by the target washing program.
The device can execute the method provided by any embodiment of the invention, and has the corresponding functional modules and beneficial effects of the execution method.
Fig. 7 is a block diagram of a laundry control device according to an embodiment of the present invention, the device is configured in a washing machine, and the device includes: a first determination module 710, a second determination module 720, a third determination module 730, and a wash module 740.
A first determining module 710 for determining wearing time information, contamination degree information, and weight information of the laundry;
a second determining module 720 for determining a material of the laundry based on the wearing time information and the contamination degree information;
a third determining module 730, configured to determine a matched target washing program based on the material, and determine a washing parameter corresponding to the target washing program based on the dirty degree information and the weight information;
a washing module 740 for washing the laundry by the target washing course based on the washing parameters.
The device can execute the method provided by any embodiment of the invention, and has the corresponding functional modules and beneficial effects of the execution method.
Fig. 8 is a schematic structural diagram of an apparatus provided in an embodiment of the present invention, and as shown in fig. 8, the apparatus includes:
one or more processors 810, one processor 810 being illustrated in FIG. 8;
a memory 820;
the apparatus may further include: an input device 830 and an output device 840.
The processor 810, the memory 820, the input device 830 and the output device 840 of the apparatus may be connected by a bus or other means, for example, in fig. 8.
The memory 820 may be used as a non-transitory computer-readable storage medium for storing software programs, computer-executable programs, and modules, such as program instructions/modules corresponding to a laundry control method according to an embodiment of the present invention (for example, the receiving module 510, the first determining module 520, the second determining module 530, and the transmitting module 540 shown in fig. 5, or the determining/transmitting module 610 and the receiving module 620 shown in fig. 6, or the first determining module 710, the second determining module 720, the third determining module 730, and the washing module 740 shown in fig. 7). The processor 810 executes various functional applications and data processing of the computer device by running software programs, instructions and modules stored in the memory 820, so as to implement a laundry control method of the above method embodiment, that is:
receiving wearing time information, dirt degree information and weight information of clothes sent by a washing machine;
determining the material of the clothes based on the wearing time information and the dirty degree information;
determining a matched target washing program based on the material, and determining a washing parameter corresponding to the target washing program based on the dirt degree information and the weight information;
and sending the target washing program and the washing parameters to a washing machine so that the washing machine washes the clothes based on the washing parameters through the target washing program.
Alternatively, the first and second electrodes may be,
determining wearing time length information, dirty degree information and weight information of clothes, and sending the wearing time length information, the dirty degree information and the weight information to a cloud end;
receiving a target washing program which is sent by a cloud end and matched with the material of clothes and washing parameters corresponding to the target washing program; wherein the material of the clothing is determined based on the wearing time information and the dirty degree information; the washing parameter is determined based on the contamination degree information and the weight information;
washing by the target washing program based on the washing parameters.
Alternatively, the first and second electrodes may be,
determining wearing time information, dirt degree information and weight information of the clothes;
determining the material of the clothes based on the wearing time information and the dirty degree information;
determining a matched target washing program based on the material, and determining a washing parameter corresponding to the target washing program based on the dirt degree information and the weight information;
washing laundry based on the washing parameters by the target washing course.
The memory 820 may include a program storage area and a data storage area, wherein the program storage area may store an operating system, an application program required for at least one function; the storage data area may store data created according to use of the computer device, and the like. Further, the memory 820 may include high speed random access memory, and may also include non-transitory memory, such as at least one magnetic disk storage device, flash memory device, or other non-transitory solid state storage device. In some embodiments, memory 820 may optionally include memory located remotely from processor 810, which may be connected to the terminal device via a network. Examples of such networks include, but are not limited to, the internet, intranets, local area networks, mobile communication networks, and combinations thereof.
The input device 830 may be used to receive input numeric or character information and generate key signal inputs related to user settings and function control of the computer apparatus. The output device 840 may include a display device such as a display screen.
An embodiment of the present invention provides a computer-readable storage medium having a computer program stored thereon, where the computer program, when executed by a processor, implements a laundry control method according to an embodiment of the present invention:
receiving wearing time information, dirt degree information and weight information of clothes sent by a washing machine;
determining the material of the clothes based on the wearing time information and the dirty degree information;
determining a matched target washing program based on the material, and determining a washing parameter corresponding to the target washing program based on the dirt degree information and the weight information;
and sending the target washing program and the washing parameters to a washing machine so that the washing machine washes the clothes based on the washing parameters through the target washing program.
Alternatively, the first and second electrodes may be,
determining wearing time length information, dirty degree information and weight information of clothes, and sending the wearing time length information, the dirty degree information and the weight information to a cloud end;
receiving a target washing program which is sent by a cloud end and matched with the material of clothes and washing parameters corresponding to the target washing program; wherein the material of the clothing is determined based on the wearing time information and the dirty degree information; the washing parameter is determined based on the contamination degree information and the weight information;
washing by the target washing program based on the washing parameters.
Alternatively, the first and second electrodes may be,
determining wearing time information, dirt degree information and weight information of the clothes;
determining the material of the clothes based on the wearing time information and the dirty degree information;
determining a matched target washing program based on the material, and determining a washing parameter corresponding to the target washing program based on the dirt degree information and the weight information;
washing laundry based on the washing parameters by the target washing course.
Any combination of one or more computer-readable media may be employed. The computer readable medium may be a computer readable signal medium or a computer readable storage medium. A computer readable storage medium may be, for example, but not limited to, an electronic, magnetic, optical, electromagnetic, infrared, or semiconductor system, apparatus, or device, or any combination of the foregoing. More specific examples (a non-exhaustive list) of the computer readable storage medium would include the following: an electrical connection having one or more wires, a portable computer diskette, a hard disk, a Random Access Memory (RAM), a read-only memory (ROM), an erasable programmable read-only memory (EPROM or flash memory), an optical fiber, a portable compact disc read-only memory (CD-ROM), an optical storage device, a magnetic storage device, or any suitable combination of the foregoing. In the context of this document, a computer readable storage medium may be any tangible medium that can contain, or store a program for use by or in connection with an instruction execution system, apparatus, or device.
A computer readable signal medium may include a propagated data signal with computer readable program code embodied therein, for example, in baseband or as part of a carrier wave. Such a propagated data signal may take any of a variety of forms, including, but not limited to, electro-magnetic, optical, or any suitable combination thereof. A computer readable signal medium may also be any computer readable medium that is not a computer readable storage medium and that can communicate, propagate, or transport a program for use by or in connection with an instruction execution system, apparatus, or device.
Program code embodied on a computer readable medium may be transmitted using any appropriate medium, including but not limited to wireless, wireline, optical fiber cable, RF, etc., or any suitable combination of the foregoing.
Computer program code for carrying out operations for aspects of the present invention may be written in any combination of one or more programming languages, including an object oriented programming language such as Java, Smalltalk, C + + or the like and conventional procedural programming languages, such as the "C" programming language or similar programming languages. The program code may execute entirely on the user's computer, partly on the user's computer, as a stand-alone software package, partly on the user's computer and partly on a remote computer or entirely on the remote computer or server. In the case of a remote computer, the remote computer may be connected to the user's computer through any type of network, including a Local Area Network (LAN) or a Wide Area Network (WAN), or the connection may be made to an external computer (for example, through the Internet using an Internet service provider).
It is to be noted that the foregoing is only illustrative of the preferred embodiments of the present invention and the technical principles employed. It will be understood by those skilled in the art that the present invention is not limited to the particular embodiments described herein, but is capable of various obvious changes, rearrangements and substitutions as will now become apparent to those skilled in the art without departing from the scope of the invention. Therefore, although the present invention has been described in greater detail by the above embodiments, the present invention is not limited to the above embodiments, and may include other equivalent embodiments without departing from the spirit of the present invention, and the scope of the present invention is determined by the scope of the appended claims.
Claims (10)
1. A laundry control method, wherein the method employs a cloud, the method comprising:
receiving wearing time information, dirt degree information and weight information of clothes sent by a washing machine;
determining the material of the clothes based on the wearing time information and the dirty degree information;
determining a matched target washing program based on the material, and determining a washing parameter corresponding to the target washing program based on the dirt degree information and the weight information;
and sending the target washing program and the washing parameters to a washing machine so that the washing machine washes the clothes based on the washing parameters through the target washing program.
2. The method according to claim 1, wherein the determining a material of the laundry based on the wearing time information and the soiling degree information includes:
determining a current date and determining a season in which the current date is;
determining the type of clothes based on the wearing time information, and determining the scene where a user wearing the clothes is located based on the dirty degree information;
determining a material of the corresponding clothing based on the season, the type, and the scene.
3. The method according to claim 1, wherein the determining a material of the laundry based on the wearing time information and the soiling degree information includes:
determining the type of clothes based on the wearing time information, and determining the scene where a user wearing the clothes is located based on the dirty degree information;
and based on the type and the material of the clothes corresponding to the scene.
4. The method according to claim 2, wherein the determining a material of the laundry based on the wearing time information and the soiling degree information includes:
and inputting the current date, the wearing time information and the dirty degree information into a machine learning model to obtain the material of the clothes.
5. The method according to claim 2, wherein the determining a material of the laundry based on the wearing time information and the soiling degree information includes:
inputting the current date, the wearing time information and the dirt degree information into a machine learning model to obtain the predicted material of the clothes;
inquiring the material of the clothes corresponding to the wearing time length information and the dirt from historical data of a first preset time period;
if the predicted material is different from the inquired material, inquiring the material of the clothes corresponding to the wearing time information and the dirt from the historical data of a second preset time period, and taking the material as the final material of the clothes; wherein the second preset time period is greater than the first preset time period.
6. A laundry control method applied to a washing machine, the method comprising:
determining wearing time length information, dirty degree information and weight information of clothes, and sending the wearing time length information, the dirty degree information and the weight information to a cloud end;
receiving a target washing program which is sent by a cloud end and matched with the material of clothes and washing parameters corresponding to the target washing program; wherein the material of the clothing is determined based on the wearing time information and the dirty degree information; the washing parameter is determined based on the contamination degree information and the weight information;
washing by the target washing program based on the washing parameters.
7. A laundry control method, comprising:
the washing machine determines wearing time information, dirt degree information and weight information of clothes, and sends the wearing time information, the dirt degree information and the weight information to a cloud end;
the cloud receives the wearing time information, the dirt degree information and the weight information sent by the washing machine;
the cloud end determines the material of the clothes based on the wearing time length information and the dirty degree information;
the cloud determines a matched target washing program based on the material, determines washing parameters corresponding to the target washing program based on the turbidity degree information and the weight information, and sends the target washing program and the washing parameters to the washing machine;
the washing machine washes laundry based on the washing parameters through the target washing course.
8. A laundry control method applied to a washing machine, the method comprising:
determining wearing time information, dirt degree information and weight information of the clothes;
determining the material of the clothes based on the wearing time information and the dirty degree information;
determining a matched target washing program based on the material, and determining a washing parameter corresponding to the target washing program based on the dirt degree information and the weight information;
washing laundry based on the washing parameters by the target washing course.
9. An apparatus, comprising:
one or more processors;
a storage device for storing one or more programs,
when executed by the one or more processors, cause the one or more processors to implement the method of any one of claims 1-6, or the method of claim 8.
10. A computer-readable storage medium, on which a computer program is stored, which program, when being executed by a processor, is adapted to carry out the method of any one of claims 1 to 6 or the method of claim 8.
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Cited By (1)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN114045633A (en) * | 2021-11-26 | 2022-02-15 | 珠海格力电器股份有限公司 | Washing machine control method and device, washing machine and cloud |
Citations (9)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN102242482A (en) * | 2011-06-15 | 2011-11-16 | 海尔集团公司 | Method for updating washing programs automatically according to seasonal variation |
WO2015188304A1 (en) * | 2014-06-09 | 2015-12-17 | 无锡小天鹅股份有限公司 | Washing control device, washing machine provided with same, and washing control method |
CN108411565A (en) * | 2018-06-11 | 2018-08-17 | 珠海格力电器股份有限公司 | Control method for washing machine and device |
CN108642796A (en) * | 2018-04-27 | 2018-10-12 | 青岛海尔洗衣机有限公司 | A kind of washing of drum type washing machine control method and washing machine |
CN109112774A (en) * | 2018-11-12 | 2019-01-01 | 珠海格力电器股份有限公司 | Control method, device, storage medium, program product and the washing machine of washing machine |
WO2019036974A1 (en) * | 2017-08-23 | 2019-02-28 | 深圳市优品壹电子有限公司 | Smart washing method, and washing machine |
CN109811508A (en) * | 2019-01-24 | 2019-05-28 | 深圳市赛亿科技开发有限公司 | A kind of intelligent washing machine control method and system according to clothing material classified washing |
CN110373859A (en) * | 2019-07-09 | 2019-10-25 | 合肥美的洗衣机有限公司 | Control method of washing, device and the device for clothing processing of device for clothing processing |
CN110565324A (en) * | 2019-09-23 | 2019-12-13 | 珠海格力电器股份有限公司 | control method, control device, storage medium and processor |
-
2020
- 2020-05-09 CN CN202010386806.4A patent/CN113622134B/en active Active
Patent Citations (9)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN102242482A (en) * | 2011-06-15 | 2011-11-16 | 海尔集团公司 | Method for updating washing programs automatically according to seasonal variation |
WO2015188304A1 (en) * | 2014-06-09 | 2015-12-17 | 无锡小天鹅股份有限公司 | Washing control device, washing machine provided with same, and washing control method |
WO2019036974A1 (en) * | 2017-08-23 | 2019-02-28 | 深圳市优品壹电子有限公司 | Smart washing method, and washing machine |
CN108642796A (en) * | 2018-04-27 | 2018-10-12 | 青岛海尔洗衣机有限公司 | A kind of washing of drum type washing machine control method and washing machine |
CN108411565A (en) * | 2018-06-11 | 2018-08-17 | 珠海格力电器股份有限公司 | Control method for washing machine and device |
CN109112774A (en) * | 2018-11-12 | 2019-01-01 | 珠海格力电器股份有限公司 | Control method, device, storage medium, program product and the washing machine of washing machine |
CN109811508A (en) * | 2019-01-24 | 2019-05-28 | 深圳市赛亿科技开发有限公司 | A kind of intelligent washing machine control method and system according to clothing material classified washing |
CN110373859A (en) * | 2019-07-09 | 2019-10-25 | 合肥美的洗衣机有限公司 | Control method of washing, device and the device for clothing processing of device for clothing processing |
CN110565324A (en) * | 2019-09-23 | 2019-12-13 | 珠海格力电器股份有限公司 | control method, control device, storage medium and processor |
Cited By (1)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN114045633A (en) * | 2021-11-26 | 2022-02-15 | 珠海格力电器股份有限公司 | Washing machine control method and device, washing machine and cloud |
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