CN113622134B - Laundry control method, apparatus, device and storage medium - Google Patents
Laundry control method, apparatus, device and storage medium Download PDFInfo
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- CN113622134B CN113622134B CN202010386806.4A CN202010386806A CN113622134B CN 113622134 B CN113622134 B CN 113622134B CN 202010386806 A CN202010386806 A CN 202010386806A CN 113622134 B CN113622134 B CN 113622134B
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- 238000000034 method Methods 0.000 title claims abstract description 63
- 238000005406 washing Methods 0.000 claims abstract description 210
- 239000000463 material Substances 0.000 claims abstract description 120
- 238000011109 contamination Methods 0.000 claims description 28
- 238000010801 machine learning Methods 0.000 claims description 15
- 239000002689 soil Substances 0.000 claims description 11
- 238000004590 computer program Methods 0.000 claims description 4
- 230000000694 effects Effects 0.000 abstract description 7
- 238000010586 diagram Methods 0.000 description 8
- 230000009286 beneficial effect Effects 0.000 description 3
- 230000003287 optical effect Effects 0.000 description 3
- 238000012549 training Methods 0.000 description 3
- XLYOFNOQVPJJNP-UHFFFAOYSA-N water Substances O XLYOFNOQVPJJNP-UHFFFAOYSA-N 0.000 description 3
- 239000003599 detergent Substances 0.000 description 2
- 238000011161 development Methods 0.000 description 2
- 238000005516 engineering process Methods 0.000 description 2
- 230000003993 interaction Effects 0.000 description 2
- 239000007788 liquid Substances 0.000 description 2
- 239000013307 optical fiber Substances 0.000 description 2
- 230000000644 propagated effect Effects 0.000 description 2
- 230000009471 action Effects 0.000 description 1
- 230000005540 biological transmission Effects 0.000 description 1
- 230000008859 change Effects 0.000 description 1
- 238000007405 data analysis Methods 0.000 description 1
- 230000006870 function Effects 0.000 description 1
- 230000005484 gravity Effects 0.000 description 1
- 238000010438 heat treatment Methods 0.000 description 1
- 230000006872 improvement Effects 0.000 description 1
- 238000010295 mobile communication Methods 0.000 description 1
- 238000003062 neural network model Methods 0.000 description 1
- 230000008569 process Effects 0.000 description 1
- 238000012545 processing Methods 0.000 description 1
- 230000008707 rearrangement Effects 0.000 description 1
- 239000004065 semiconductor Substances 0.000 description 1
- 239000007787 solid Substances 0.000 description 1
- 238000010186 staining Methods 0.000 description 1
- 238000006467 substitution reaction Methods 0.000 description 1
Classifications
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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
-
- 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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- Engineering & Computer Science (AREA)
- Textile Engineering (AREA)
- Control Of Washing Machine And Dryer (AREA)
Abstract
The embodiment of the invention provides a laundry control method, a laundry control device, laundry control equipment and a storage medium, wherein the laundry control method comprises the following steps: the washing machine determines wearing duration information, pollution degree information and weight information of clothes, and sends the wearing duration information, the pollution degree information and the weight information to a cloud; the cloud end receives wearing time information, pollution degree information and weight information sent by the washing machine; the cloud end determines the material quality of the clothes based on the wearing time length information and the dirty degree information; 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 pollution 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 parameter through a target washing program. 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 come into thousands of households. Washing machines are a necessity for home life. With the development of the washing technology, the range of the washing machine for washing clothes is greatly expanded, and with the development of the electronic technology, the washing program and the washing parameters can be variously adjusted. But a layman generally cannot select the correct washing program and parameter settings according to the specific condition of the laundry.
At present, although some washing machines can determine the washing program and the washing parameters by inputting the application data of the washing articles, the washing program can only be inferred in a fuzzy manner due to the application data of the washing articles, and the proper washing program and the proper washing parameters can not be accurately judged, so that the washed clothes are not completely washed, and even the washed clothes are damaged.
Disclosure of Invention
The embodiment of the invention provides a washing control method, a washing control device, washing control 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 duration information, pollution degree information and weight information of clothes sent by a washing machine;
determining the material of the clothes based on the wearing time length information and the pollution degree information;
determining a matched target washing program based on the material, and determining washing parameters corresponding to the target washing program based on the pollution degree information and the weight information;
the target washing program and the washing parameters are transmitted to a washing machine, so that the washing machine washes laundry based on the washing parameters through the target washing program.
A second aspect, a laundry control method, the method being applied to a washing machine, the method comprising:
determining wearing duration information, pollution degree information and weight information of clothes, and sending the wearing duration information, the pollution degree information and the weight information to a cloud;
receiving a target washing program which is sent by a cloud and matched with the material of clothes, and washing parameters corresponding to the target washing program; wherein the material of the clothes is determined based on the wearing duration information and the dirty degree information; the washing parameter is determined based on the soil level information and the weight information;
washing is performed based on the washing parameters by the target washing program.
In a third aspect, an embodiment of the present invention provides a laundry control method, including:
the method comprises the steps that a washing machine determines wearing duration information, pollution degree information and weight information of clothes, and sends the wearing duration information, the pollution degree information and the weight information to a cloud;
the cloud end receives the wearing time information, the pollution degree information and the weight information sent by the washing machine;
the cloud end determines the material of the clothes based on the wearing duration information and the pollution degree information;
the cloud end determines a matched target washing program based on the materials, 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 a washing machine;
the washing machine washes laundry based on the washing parameter through the target washing course.
In a fourth aspect, an embodiment of the present invention provides a laundry control method, where the method is applied to a washing machine, the method includes:
determining wearing duration information, contamination degree information and weight information of the clothes;
determining the material of the clothes based on the wearing time length information and the pollution degree information;
determining a matched target washing program based on the material, and determining washing parameters corresponding to the target washing program based on the pollution degree information and the weight information;
washing laundry based on the washing parameter by the target washing program.
In a fifth aspect, an embodiment of the present invention provides an apparatus, including:
one or more processors;
storage means for storing one or more programs,
the one or more programs, when executed by the one or more processors, cause the one or more processors to implement the methods provided by the embodiments of the present invention.
In a sixth aspect, an embodiment of the present invention provides a computer readable storage medium having stored thereon a computer program which, when executed by a processor, implements a method provided by an embodiment of the present invention.
According to the technical scheme provided by the embodiment of the invention, the washing machine determines the material quality of the clothes by determining the wearing time length information and the pollution degree information of the clothes, determines the matched target washing program based on the material quality, determines the washing parameters corresponding to the target washing program based on the pollution degree information and the weight information, and washes the clothes based on the washing parameters by 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 flow chart of a laundry control method according to an embodiment of the present invention;
FIG. 2 is a flow chart 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 interaction of the hardware of the washing machine provided by the embodiment of the 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 apparatus according to an embodiment of the present invention;
FIG. 7 is a block diagram of a laundry control apparatus 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 invention is described in further detail below with reference to the drawings and examples. It is to be understood that the specific embodiments described herein are merely illustrative of the invention and are not limiting thereof. It should be further noted that, for convenience of description, only some, but not all of the structures related to the present invention are shown in the drawings.
In the related art, a washing machine determines a washing program and washing parameters by inputting usage data of laundry. The scheme can only infer the washing program and the washing parameters in a fuzzy way, 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 dirty degree information of the clothes of the user, and the washing parameters corresponding to the target washing program are determined according to the dirty degree information and the weight information, so that the washing program and the washing parameters can be reasonably and accurately selected, the user does not need to have any washing experience or expertise, and additional information is not required to be provided, so that the washed clothes are cleaner.
Fig. 1 is a flowchart of a laundry control method provided by 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 cloud, and the method is applied in a scenario where a laundry is washed by a washing machine. As shown in fig. 1, the technical solution provided by the embodiment of the present invention includes:
s110: and receiving wearing time information, dirty degree information and weight information of 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 the dirty degree information of clothes, and can also acquire the weight information of the clothes through the weight sensor. The wearing time information may be a specific number of days, or may be classified according to time length.
In the embodiment of the invention, the washing machine sends the wearing duration information, the pollution degree information and the weight information of the clothes to the cloud end, and specifically, the washing machine can send the data to the cloud end through the controller, and the cloud end receives the wearing duration information, the pollution degree information and the weight information of the clothes sent by the washing machine.
The user may input a specific number of days or the user may determine the wearing time level for the case of determining the wearing time information of the laundry. If a specific number of days is input, the cost of the user is increased, and even some users worry about the problem of invading the privacy of the user, meanwhile, the accuracy of program recommendation is not obviously improved and the complexity of an algorithm is increased when the specific number of days is input. The clothes wearing time is graded according to clothes wearing time, so that user experience is improved, worry about privacy of a user is eliminated, and recommendation of a washing program can be accurately performed. The dressing time scale criteria are shown in table 1:
TABLE 1
In the embodiment of the present invention, the soil level information of the laundry may include the soil level of the laundry, or may also include soil level information, where the soil level information includes the soil level and the number and color of stains corresponding to the soil level.
Wherein the degree of staining of the laundry may be expressed by turbidity of water (FTU) by immersing the laundry in water. However, it is very impractical and poor for the general user to evaluate the contamination level of the laundry accurately. Therefore, it is important to evaluate the contamination level of laundry according to other criteria. Wherein, can adopt quantity and the colour of spot in the clothing to classify, it is more reasonable. Wherein, the stain level criteria are shown in table 2:
TABLE 2
| Quantity of stains (personal) | Stain color | Degree of fouling |
| Less than 1 | / | Very light weight |
| Less than or equal to 3 | Shallow depth | Light weight |
| Less than or equal to 3 | Deep depth | In (a) |
| More than 3 and less than 10 | Shallow depth | In (a) |
| More than 3 and less than 10 | Deep depth | Heavy weight |
| Greater than or equal to 10 | Shallow depth | Heavy weight |
| Greater than or equal to 10 | Heavy weight | Heavy weight |
S120: and determining the material quality of the clothes based on the wearing time length information and the pollution degree information.
In one implementation manner of the embodiment of the present invention, optionally, the determining the material of the garment based on the wearing duration information and the contamination level information includes: determining a current date and determining a season in which the current date is located; determining the type of clothes based on the wearing duration information, and determining the scene of a user wearing the clothes based on the dirty degree information; and determining the material of the corresponding clothes based on the season, the type and the scene.
The current date may be obtained by the washing machine and sent to the cloud, or may be obtained by the cloud based on a system of the cloud itself. The types of laundry may be classified into outer clothing and inner clothing, or the types of laundry may be classified into upper clothing or lower clothing, etc. The scenes where the user wearing the clothing is located may be an indoor scene and an outdoor scene, and the indoor scene may be further specifically divided, for example, may include a factory scene, an office scene, and the like.
In the embodiment of the invention, the wearing time information of the same type of clothes can be different in different seasons, for example, the wearing time of the outer sleeve can be two days in summer and the wearing time of the outer sleeve can be one week in winter. The wearing time of the garment may be different, the wearing time of the garment may be generally longer than the wearing time of the undergarment, or the wearing time of the garment may be shorter than the wearing time of the undergarment, so that the type of the garment may be determined according to the wearing time information.
In the embodiment of the invention, when the user wears the clothes in different scenes, the information of the contamination degree of the clothes can be different, for example, when the user wears the clothes in a factory scene, the number of the contamination is large, the color of the contamination is heavy, and when the user wears the clothes in an office scene, the number of the contamination is small, the color of the contamination is light, so that the scene of the user wearing the clothes can be determined through the information of the contamination degree of the clothes.
In the embodiment of the invention, the material of the clothes, the season, the type of the clothes and the scene of the user wearing the clothes can be in one-to-one correspondence. For example, if the current season is summer and the type of clothing is outerwear, the user wearing the outerwear is in the factory environment, and the clothing material is judged not to be down jackets, not true silk, and can be cotton-flax material.
In one implementation manner of the embodiment of the present invention, optionally, the determining the material of the garment based on the wearing duration information and the contamination level information includes: determining the type of clothes based on the wearing duration information, and determining the scene of the user wearing the clothes based on the dirty degree information; based on the type and the material of the clothing corresponding to the scene. The material of the clothes, the type of the clothes and the scene of the user wearing the clothes can be in one-to-one correspondence. For example, the type of clothing may be a coat, and the user wearing the coat is in an office environment, and since the temperature change in the office environment is not particularly great in four seasons, it is possible to determine whether the clothing is a down jacket or a cotton-flax material.
In one implementation manner of the embodiment of the present invention, optionally, the determining the material of the garment based on the wearing duration information and the contamination level information includes: and inputting the current date, the wearing time information and the pollution degree information into a machine learning model to obtain the material of the clothes. The machine learning model may be a neural network model or other machine learning model, and the machine learning model is a trained model, and the training process is as follows: and inputting the date, wearing duration information and dirty program information in the training set into the machine learning model for training to obtain a trained machine learning model. Therefore, the material quality of the clothes can be quickly and accurately determined by inputting the current date, the wearing time information and the pollution degree information into the machine learning model to obtain the material quality of the clothes.
In one implementation manner of the embodiment of the present invention, optionally, the determining the material of the garment based on the wearing duration information and the contamination level information includes: inputting the current date, the wearing time length information and the pollution degree information into a machine learning model to obtain predicted materials of clothes; inquiring the material quality of the clothes corresponding to the wearing duration information and the dirty degree information from the historical data of the first preset time period; if the predicted material is different from the material obtained by inquiry, inquiring the material of the clothes corresponding to the wearing duration information and the dirty degree information 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 history data comprise clothes materials, corresponding wearing duration information, pollution degree information, date and the like. The first preset time period and the second preset time period can be selected according to requirements, the first preset time period can be 10 days recently, and the second preset time period can be 30 days recently.
Therefore, the predicted material quality of the clothes is obtained through the machine learning model, the material quality of the clothes is obtained through inquiring the historical data of the first preset time period, if the predicted material quality of the clothes is inconsistent with the inquired material quality, the material quality of the clothes can be inquired from the historical data of the second preset time period, the material quality of the clothes can be accurately obtained, and therefore a washing program can be accurately selected.
S130: and determining a matched target washing program based on the material, and determining washing parameters corresponding to the target washing program based on the dirty 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 materials of the clothes, and corresponding washing parameters can be determined according to the dirty degree information and the weight information. The washing parameters comprise washing time, addition amount of the liquid laundry detergent, rotating speed, washing water level and the like.
In the embodiment of the invention, when the contamination degree is heavier, the clothes are heavier, the longer washing time period can be determined, and the more the addition amount of the liquid laundry detergent is. The higher the laundry level may be determined as the laundry is heavier.
S140: the target washing program and the washing parameters are transmitted to a washing machine, so that the washing machine washes laundry based on the washing parameters through the target washing program.
In the embodiment of the invention, the cloud end 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 by the washing parameters. Specifically, the cloud may 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 heating mode washing course, a rinsing mode washing course, or other modes washing course, among others.
According to the technical scheme provided by the embodiment of the invention, the cloud end determines the material quality of clothes through wearing duration information and pollution degree information, determines a matched target washing program based on the material quality, determines the washing parameters corresponding to the target washing program based on the pollution degree information and weight information, and sends the target washing program and the washing parameters to the washing machine, so that the washing machine can wash the clothes through the target washing program based on the washing parameters, and a proper washing mode can be selected, so that the optimal washing effect is achieved.
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 may be applied to a scenario in which laundry is washed by the washing machine. As shown in fig. 2, the technical solution provided by the embodiment of the present invention includes:
s210: and determining wearing duration information, pollution degree information and weight information of the clothes, and sending the wearing duration information, the pollution degree information and the weight information to a cloud.
In the embodiment of the present invention, the description of the wearing time information, the contamination level information, and the weight information of the laundry may be referred to the description of the above embodiment.
S220: receiving a target washing program matched with clothes materials and sent by a cloud, wherein washing parameters corresponding to the target washing program; wherein the clothing material is determined based on the wearing duration information and the contamination degree information; the washing parameter is determined based on the stain level information and the weight information.
In the embodiment of the present invention, the method for determining the material quality of the laundry and the method for determining the washing parameters are the same as those described in the above embodiment, and reference is made to the description of the above embodiment.
S230: washing is performed based on the washing parameters by the target washing program.
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 duration information, pollution degree information and weight information of clothes, and sends the wearing duration information, the pollution degree information and the weight information to a cloud.
S320: the cloud end receives the wearing time information, the dirty degree information and the weight information sent by the washing machine.
S330: the cloud end determines the material quality of the clothes based on the wearing duration 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 turbidity 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 parameter through the target washing course.
The description of S310 to S350 may refer to the above embodiments.
The method provided by the embodiment of the invention can also refer to fig. 3b, and the interaction of the hardware of the washing machine can refer to fig. 3c. The gravity sensor in the washing machine transmits the acquired weight information to the controller in the washing machine, the input wearing duration and the input dirty degree information are also transmitted to the controller, the controller transmits the three data to the cloud, the cloud is used for estimating the optimal local washing program and washing parameters after data analysis by combining the historical washing data of the user, the cloud transmits the identification of the washing program and the washing parameters to the controller, and the controller controls the executor to start executing the washing action.
According to the technical scheme provided by the embodiment of the invention, the clothes are washed by the washing machine through determining the wearing time information and the dirty degree information of the clothes and sending the clothes to the cloud, the cloud determines the material quality of the clothes through the wearing time information and the dirty degree information of the clothes, determines the matched target washing program based on the material quality, 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 can select a proper washing mode through the target washing program based on the washing parameters, 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 may be applied to a scenario in which laundry is washed by the washing machine. The technical scheme provided by the embodiment of the invention is different from the technical scheme in the embodiment, and is as follows: the technical scheme provided by the embodiment of the invention is implemented by a 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, dirty degree information and weight information of the clothes.
The wearing time length information, the dirty degree information and the weight information can be described by referring to the embodiment.
S420: and determining the material quality of the clothes based on the wearing time length information and the pollution degree information.
In the embodiment of the present invention, the method for determining the material quality of the laundry may refer to the above embodiment.
S430: and determining a matched target washing program based on the material, and determining washing parameters corresponding to the target washing program based on the dirty degree information and the weight.
In the embodiment of the present invention, the method for determining the matched target washing program and washing parameters may refer to the above-described embodiment.
S440: washing laundry based on the washing parameter by the target washing program.
According to the technical scheme provided by the embodiment of the invention, the washing machine determines the material quality of the clothes by determining the wearing time length information and the pollution degree information of the clothes, determines the matched target washing program based on the material quality, determines the washing parameters corresponding to the target washing program based on the pollution degree information and the weight information, and can select a proper washing mode by washing the clothes by the target washing program based on the washing parameters, 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 device is configured at a cloud, and the 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 wear duration information, contamination degree information, and weight information of laundry sent by the washing machine;
a first determining module 520 for determining a material of the laundry based on the wearing time period information and the contamination level 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 contamination level information and the weight information;
and a transmitting module 540 for transmitting the target washing program and the washing parameters to the washing machine, so that the washing machine washes laundry based on the washing parameters through the target washing program.
Optionally, the first determining module 520 is configured to:
determining a current date and determining a season in which the current date is located;
determining the type of clothes based on the wearing duration information, and determining the scene of a user wearing the clothes based on the dirty degree information;
and determining the material of the corresponding clothes 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 duration information, and determining the scene of a user wearing the clothes based on the dirty degree information;
based on the type and the material of the clothing corresponding to the scene.
Optionally, the first determining module 520 is configured to:
and inputting the current date, the wearing time information and the pollution 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 length information and the pollution degree information into a machine learning model to obtain predicted materials of clothes;
inquiring the material quality of the clothes corresponding to the wearing duration information and the dirty clothes from the historical data of the first preset time period;
if the predicted material is different from the material obtained by inquiry, inquiring the material of the clothes corresponding to the wearing duration information and the dirty 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 executing the method.
Fig. 6 is a block diagram of a laundry control apparatus according to an embodiment of the present invention, the apparatus being configured in a washing machine, the apparatus including: a determination/transmission module 610 and a reception module 620.
The determining/transmitting module 610 is configured to determine wear duration information, contamination degree information, and weight information of the laundry, and transmit the wear duration information, the contamination degree information, and the weight information to a cloud;
the receiving module 620 is configured to receive a target washing program that is sent by the cloud and matches with a material of the laundry, and a washing parameter corresponding to the target washing program; wherein the material of the clothes is determined based on the wearing duration information and the dirty degree information; the washing parameter is determined based on the soil level information and the weight information;
a washing module 630 for 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 executing the method.
Fig. 7 is a block diagram of a laundry control apparatus according to an embodiment of the present invention, the apparatus being configured in a washing machine, the apparatus including: a first determination module 710, a second determination module 720, a third determination module 730, and a washing module 740.
A first determining module 710 for determining wear duration information, contamination level information, and weight information of the laundry;
a second determining module 720, configured to determine a material of the laundry based on the wearing duration information and the contamination level 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 contamination level information and the weight information;
a washing module 740 for washing laundry based on the washing parameters through the target washing course.
The device can execute the method provided by any embodiment of the invention, and has the corresponding functional modules and beneficial effects of executing the method.
Fig. 8 is a schematic structural diagram of an apparatus according to an embodiment of the present invention, as shown in fig. 8, where 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, memory 820, input device 830, and output device 840 in the apparatus may be connected by a bus or otherwise, for example in fig. 8.
The memory 820 serves as a non-transitory computer readable storage medium, and may be used to store a software program, a computer executable program, and modules, such as program instructions/modules (e.g., 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) corresponding to a laundry control method in an embodiment of the present invention. 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, i.e., implements a laundry control method of the above-described method embodiment, namely:
receiving wearing duration information, pollution degree information and weight information of clothes sent by a washing machine;
determining the material of the clothes based on the wearing time length information and the pollution degree information;
determining a matched target washing program based on the material, and determining washing parameters corresponding to the target washing program based on the pollution degree information and the weight information;
the target washing program and the washing parameters are transmitted to a washing machine, so that the washing machine washes laundry based on the washing parameters through the target washing program.
Or,
determining wearing duration information, pollution degree information and weight information of clothes, and sending the wearing duration information, the pollution degree information and the weight information to a cloud;
receiving a target washing program which is sent by a cloud and matched with the material of clothes, and washing parameters corresponding to the target washing program; wherein the material of the clothes is determined based on the wearing duration information and the dirty degree information; the washing parameter is determined based on the soil level information and the weight information;
washing is performed based on the washing parameters by the target washing program.
Or,
determining wearing duration information, contamination degree information and weight information of the clothes;
determining the material of the clothes based on the wearing time length information and the pollution degree information;
determining a matched target washing program based on the material, and determining washing parameters corresponding to the target washing program based on the pollution degree information and the weight information;
washing laundry based on the washing parameter by the target washing program.
Memory 820 may include a storage program area that may store an operating system, at least one application program required for functionality, and a storage data area; the storage data area may store data created according to the use of the computer device, etc. In addition, 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 to generate key signal inputs related to user settings and function control of the computer device. The output device 840 may include a display device such as a display screen.
The embodiment of the invention provides a computer readable storage medium, on which a computer program is stored, which when being executed by a processor, implements a laundry control method as provided in the embodiment of the invention:
receiving wearing duration information, pollution degree information and weight information of clothes sent by a washing machine;
determining the material of the clothes based on the wearing time length information and the pollution degree information;
determining a matched target washing program based on the material, and determining washing parameters corresponding to the target washing program based on the pollution degree information and the weight information;
the target washing program and the washing parameters are transmitted to a washing machine, so that the washing machine washes laundry based on the washing parameters through the target washing program.
Or,
determining wearing duration information, pollution degree information and weight information of clothes, and sending the wearing duration information, the pollution degree information and the weight information to a cloud;
receiving a target washing program which is sent by a cloud and matched with the material of clothes, and washing parameters corresponding to the target washing program; wherein the material of the clothes is determined based on the wearing duration information and the dirty degree information; the washing parameter is determined based on the soil level information and the weight information;
washing is performed based on the washing parameters by the target washing program.
Or,
determining wearing duration information, contamination degree information and weight information of the clothes;
determining the material of the clothes based on the wearing time length information and the pollution degree information;
determining a matched target washing program based on the material, and determining washing parameters corresponding to the target washing program based on the pollution degree information and the weight information;
washing laundry based on the washing parameter by the target washing program.
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. The computer readable storage medium can be, for example, but not limited to, an electronic, magnetic, optical, electromagnetic, infrared, or semiconductor system, apparatus, or device, or a combination of any 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 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.
The computer readable signal medium may include a propagated data signal with computer readable program code embodied therein, either 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 of the foregoing. 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 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 ++ 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 kind of network, including a Local Area Network (LAN) or a Wide Area Network (WAN), or may be connected to an external computer (for example, through the Internet using an Internet service provider).
Note that the above is only a preferred embodiment of the present invention and the technical principle applied. 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, while the invention has been described in connection with the above embodiments, the invention is not limited to the embodiments, but may be embodied in many other equivalent forms without departing from the spirit or scope of the invention, which is set forth in the following claims.
Claims (7)
1. A laundry control method, wherein the method employs a cloud, the method comprising:
receiving wearing duration information, pollution degree information and weight information of clothes sent by a washing machine;
determining the material of the clothes based on the wearing time length information and the pollution degree information;
determining a matched target washing program based on the material, and determining washing parameters corresponding to the target washing program based on the pollution degree information and the weight information;
transmitting the target washing program and the washing parameters to a washing machine, so that the washing machine washes laundry based on the washing parameters through the target washing program;
the determining the material quality of the clothing based on the wearing time length information and the dirty degree information comprises the following steps:
determining a current date and determining a season in which the current date is located;
inputting the current date, the wearing time length information and the pollution degree information into a machine learning model to obtain predicted materials of clothes;
inquiring the material quality of the clothes corresponding to the wearing duration information and the dirty degree information from the historical data of the first preset time period;
if the predicted material is different from the material obtained by inquiry, inquiring the material of the clothes corresponding to the wearing duration information and the dirty degree information 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.
2. The method of claim 1, wherein the determining the material of the clothing based on the wear duration information and the contamination level information comprises:
determining the type of clothes based on the wearing duration information, and determining the scene of a user wearing the clothes based on the dirty degree information;
based on the type and the material of the clothing corresponding to the scene.
3. The method of claim 1, wherein the determining the material of the clothing based on the wear duration information and the contamination level information comprises:
and inputting the current date, the wearing time information and the pollution degree information into a machine learning model to obtain the material of the clothes.
4. A laundry control method, the method being applied to a washing machine, the method comprising:
determining wearing duration information, pollution degree information and weight information of clothes, and sending the wearing duration information, the pollution degree information and the weight information to a cloud;
receiving a target washing program which is sent by a cloud and matched with the material of clothes, and washing parameters corresponding to the target washing program; wherein the material of the clothes is determined based on the wearing duration information and the dirty degree information; the washing parameter is determined based on the soil level information and the weight information;
washing based on the washing parameters by the target washing program;
the cloud end determines the material of the clothes based on the wearing duration information and the dirty degree information, and comprises the following steps:
determining a current date and determining a season in which the current date is located;
inputting the current date, the wearing time length information and the pollution degree information into a machine learning model to obtain predicted materials of clothes;
inquiring the material quality of the clothes corresponding to the wearing duration information and the dirty degree information from the historical data of the first preset time period;
if the predicted material is different from the material obtained by inquiry, inquiring the material of the clothes corresponding to the wearing duration information and the dirty degree information 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.
5. A laundry control method, comprising:
the method comprises the steps that a washing machine determines wearing duration information, pollution degree information and weight information of clothes, and sends the wearing duration information, the pollution degree information and the weight information to a cloud;
the cloud end receives the wearing time information, the pollution degree information and the weight information sent by the washing machine;
the cloud end determines the material of the clothes based on the wearing duration information and the pollution degree information;
the cloud end determines a matched target washing program based on the materials, 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 a washing machine;
the washing machine washes laundry based on the washing parameter through the target washing program;
the cloud end determines the material of the clothes based on the wearing duration information and the dirty degree information, and comprises the following steps:
determining a current date and determining a season in which the current date is located;
inputting the current date, the wearing time length information and the pollution degree information into a machine learning model to obtain predicted materials of clothes;
inquiring the material quality of the clothes corresponding to the wearing duration information and the dirty degree information from the historical data of the first preset time period;
if the predicted material is different from the material obtained by inquiry, inquiring the material of the clothes corresponding to the wearing duration information and the dirty degree information 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. An apparatus, comprising:
one or more processors;
storage means for storing one or more programs,
the one or more programs, when executed by the one or more processors, cause the one or more processors to implement the method of any of claims 1-4.
7. A computer readable storage medium, on which a computer program is stored, characterized in that the program, when being executed by a processor, implements the method according to any of claims 1-4.
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