CN109780813A - Refrigerator control method and device, storage medium and refrigerator - Google Patents
Refrigerator control method and device, storage medium and refrigerator Download PDFInfo
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- CN109780813A CN109780813A CN201910054752.9A CN201910054752A CN109780813A CN 109780813 A CN109780813 A CN 109780813A CN 201910054752 A CN201910054752 A CN 201910054752A CN 109780813 A CN109780813 A CN 109780813A
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- 238000000034 method Methods 0.000 title claims abstract description 70
- 235000013305 food Nutrition 0.000 claims abstract description 422
- 239000000463 material Substances 0.000 claims abstract description 307
- 235000015097 nutrients Nutrition 0.000 claims abstract description 62
- 238000004519 manufacturing process Methods 0.000 claims abstract description 51
- 235000016709 nutrition Nutrition 0.000 claims abstract description 41
- 230000001228 trophic effect Effects 0.000 claims description 186
- 230000035764 nutrition Effects 0.000 claims description 40
- 238000004891 communication Methods 0.000 claims description 29
- 238000012549 training Methods 0.000 claims description 12
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- 238000003062 neural network model Methods 0.000 claims description 7
- 230000000295 complement effect Effects 0.000 claims description 6
- 239000000203 mixture Substances 0.000 claims description 5
- 238000012544 monitoring process Methods 0.000 abstract description 63
- 230000000694 effects Effects 0.000 abstract description 3
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- 238000010586 diagram Methods 0.000 description 9
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- 230000008901 benefit Effects 0.000 description 6
- 230000005540 biological transmission Effects 0.000 description 5
- 238000005516 engineering process Methods 0.000 description 5
- 235000020981 healthy eating habits Nutrition 0.000 description 5
- 230000001771 impaired effect Effects 0.000 description 5
- 230000006872 improvement Effects 0.000 description 4
- 230000001360 synchronised effect Effects 0.000 description 4
- 238000009825 accumulation Methods 0.000 description 3
- 238000013480 data collection Methods 0.000 description 3
- 239000002417 nutraceutical Substances 0.000 description 3
- 235000021436 nutraceutical agent Nutrition 0.000 description 3
- 239000000047 product Substances 0.000 description 3
- 235000018648 unbalanced nutrition Nutrition 0.000 description 3
- 238000013473 artificial intelligence Methods 0.000 description 2
- 238000013527 convolutional neural network Methods 0.000 description 2
- 230000036541 health Effects 0.000 description 2
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- Cold Air Circulating Systems And Constructional Details In Refrigerators (AREA)
Abstract
The invention discloses a control method and device of a refrigerator, a storage medium and the refrigerator, wherein the method comprises the following steps: acquiring current information of the residual food materials in the refrigerator; wherein the current information includes: at least one of food material name, production date, shelf life and nutrient elements; monitoring the quality and/or nutritional structure of the remaining food material according to the current information. The scheme of the invention can solve the problem that the refrigerator is inconvenient for a user to use due to the fact that the capacity is increased, and achieves the effect of improving the use convenience.
Description
Technical field
The invention belongs to refrigerator arts, and in particular to a kind of control method of refrigerator, device, storage medium and ice
Implementation method, device, storage medium and the refrigerator of trophic analysis teacher of case more particularly to intelligent refrigerator.
Background technique
Science and technology steps into one of the necessary article that life has made refrigerator become house kitchen and bath.Due to adding for modern life rhythm
Fastly, the refrigerator that consumer needs capacity bigger carries out food storage.Not only food is be easy to cause to store up however, refrigerator capacity is excessive
Product, spoilage problems, and but also consumer is difficult that whether equilibrium is made quickly, just to the trophic structures of foods various in refrigerator
True judgement.
It is higher to also increase the scientific and technological contents such as frequency conversion, sterilization other than food fresh keeping, refrigerating function for conventional refrigerator at present
Function, but this is all not enough to solve a series of problems that refrigerator causes because capacity becomes larger.
Summary of the invention
It is an object of the present invention in view of the foregoing drawbacks, provide the control method of refrigerator a kind of, device, storage medium and
Refrigerator reaches promotion using just to solve the problems, such as that refrigerator is resulted in user inconvenient to use because capacity becomes larger in the prior art
The effect of victory.
The present invention provides a kind of control method of refrigerator, comprising: obtains the current information of remaining food materials in the refrigerator；Its
In, the current information, comprising: at least one of food materials title, date of manufacture, shelf-life, nutrient；Worked as according to described
Preceding information is monitored the quality and/or trophic structure of the remaining food materials.
Optionally, the current information of remaining food materials in the refrigerator is obtained, comprising: all food materials are put in the refrigerator
When entering refrigerator, at least one of food materials title in the current information of all food materials, date of manufacture, shelf-life are at least obtained；
According to being updated by current information of the service condition to all food materials of the refrigerator for food materials all in the refrigerator, to obtain
The current information of remaining food materials in the refrigerator；And/or obtain the nutrition member for being input from the outside the remaining food materials of module input
Element, and/or the nutrient of the remaining food materials by communication module transmission.
Optionally, wherein the quality of the remaining food materials is monitored, comprising: pass through the calculating that training obtains in advance
Model determines current residual time of the date of manufacture apart from its shelf-life of corresponding food materials in the remaining food materials；And/or it is right
The trophic structure of the residue food materials is monitored, comprising: by the neural network model that training obtains in advance, is determined described surplus
The current trophic structure that the nutrient that remaining food materials are included is constituted.
Optionally, further includes: phase in the remaining food materials that the determining quality to the remaining food materials is monitored
Answer current residual time of the date of manufacture of food materials apart from its shelf-life, if less than or equal to corresponding food materials date of manufacture away from
From the setting reminder time of shelf-life；If the setting that the current residual time of corresponding food materials is less than or equal to the food materials is reminded
Between, then the current residual time for initiating corresponding food materials is less than or equal to the quality reminder message for setting reminder time of the food materials；
And/or determine the nutrient that the remaining food materials that the trophic structure to the remaining food materials is monitored are included
The current trophic structure constituted, if reach the setting trophic structure for meeting setting trophic level and/or user's habit；If described
Current trophic structure is not up to the setting trophic structure, then initiates the current trophic structure and be not up to the setting nutrition knot
The nutrition reminder message of structure.
Optionally, wherein the current residual time for initiating corresponding food materials is less than or equal to the setting reminder time of the food materials
Quality reminder message, comprising: initiate the first voice prompting message, to prompt the current residual time of corresponding food materials to be less than or wait
In the setting reminder time of the food materials；And/or the first communication prompt message is sent to setting client, to prompt corresponding food materials
The current residual time be less than or equal to the food materials setting reminder time；And/or it initiates the current trophic structure and is not up to
The nutrition reminder message of the setting trophic structure, comprising: the second voice prompting message is initiated, to prompt the current nutrition knot
Structure is not up to the setting trophic structure；And/or the second communication prompt message is sent to setting client, to work as described in prompt
Preceding trophic structure is not up to the setting trophic structure.
Optionally, wherein the first voice prompting message and/or the first communication prompt message, comprising: accordingly food materials is current
Remaining time, and/or corresponding food materials use the time the latest；And/or second voice prompting message and/or the second communication prompt
Message, comprising: the current trophic structure is not up to the scarce food materials of the scarce element of institute and/or institute of the setting trophic structure, and/or
For make the current trophic structure reach it is described setting application structure to complementary element and/or food materials to be supplemented.
Match with the above method, another aspect of the present invention provides a kind of control device of refrigerator, comprising: acquiring unit,
For obtaining the current information of remaining food materials in the refrigerator；Wherein, the current information, comprising: food materials title, production date
At least one of phase, shelf-life, nutrient；Control unit is used for according to the current information, to the remaining food materials
Quality and/or trophic structure are monitored.
Optionally, the acquiring unit obtains the current information of remaining food materials in the refrigerator, comprising: in the refrigerator
When all food materials are placed into refrigerator, food materials title in the current information of all food materials, date of manufacture are at least obtained, in the shelf-life
At least one of；According to being carried out by current information of the service condition to all food materials of the refrigerator for food materials all in the refrigerator
It updates, to obtain the current information of remaining food materials in the refrigerator；And/or obtain the remaining food for being input from the outside module input
The nutrient of material, and/or the nutrient of the remaining food materials by communication module transmission.
Optionally, wherein described control unit is monitored the quality of the remaining food materials, comprising: by instructing in advance
The computation model got, when determining that the date of manufacture of corresponding food materials in the remaining food materials is apart from the current residual of its shelf-life
Between；And/or described control unit is monitored the trophic structure of the remaining food materials, comprising: is obtained by training in advance
Neural network model determines the current trophic structure that the nutrient that the remaining food materials are included is constituted.
Optionally, further includes: described control unit is also used to determine that the quality to the remaining food materials is monitored to obtain
The remaining food materials in corresponding food materials date of manufacture apart from its shelf-life the current residual time, if be less than or equal to phase
Answer setting reminder time of the date of manufacture of food materials apart from the shelf-life；Described control unit, if being also used to the current of corresponding food materials
Remaining time is less than or equal to the setting reminder time of the food materials, then the current residual time for initiating corresponding food materials is less than or equal to
The quality reminder message of the setting reminder time of the food materials；And/or described control unit, it is also used to determine to the remaining food
The current trophic structure that the nutrient that the remaining food materials that the trophic structure of material is monitored are included is constituted, if
Reach the setting trophic structure for meeting setting trophic level and/or user's habit；Described control unit, if being also used to described current
Trophic structure is not up to the setting trophic structure, then initiates the current trophic structure and be not up to the setting trophic structure
Nutrition reminder message.
Optionally, wherein the current residual time that described control unit initiates corresponding food materials is less than or equal to the food materials
Set the quality reminder message of reminder time, comprising: the first voice prompting message is initiated, to prompt the current residual of corresponding food materials
Time is less than or equal to the setting reminder time of the food materials；And/or the first communication prompt message is sent to setting client, with
The current residual time of corresponding food materials is prompted to be less than or equal to the setting reminder time of the food materials；And/or described control unit hair
Play the nutrition reminder message that the current trophic structure is not up to the setting trophic structure, comprising: initiate the second voice prompting
Message, to prompt the current trophic structure to be not up to the setting trophic structure；And/or second is sent to setting client
Communication prompt message, to prompt the current trophic structure to be not up to the setting trophic structure.
Optionally, wherein the first voice prompting message and/or the first communication prompt message, comprising: accordingly food materials is current
Remaining time, and/or corresponding food materials use the time the latest；And/or second voice prompting message and/or the second communication prompt
Message, comprising: the current trophic structure is not up to the scarce food materials of the scarce element of institute and/or institute of the setting trophic structure, and/or
For make the current trophic structure reach it is described setting application structure to complementary element and/or food materials to be supplemented.
Match with above-mentioned apparatus, further aspect of the present invention provides a kind of refrigerator, comprising: the control of above-described refrigerator
Device.
Match with the above method, further aspect of the present invention provides a kind of storage medium, comprising: deposited in the storage medium
Contain a plurality of instruction；The a plurality of instruction, for being loaded by processor and being executed the control method of above-described refrigerator.
Match with the above method, further aspect of the present invention provides a kind of refrigerator, comprising: processor, it is a plurality of for executing
Instruction；Memory, for storing a plurality of instruction；Wherein, a plurality of instruction, for being stored by the memory, and by described
Processor loads and executes the control method of above-described refrigerator.
The solution of the present invention obtains information by being scanned to the food in large-capacity refrigerator, and passes through intelligence meter
It calculates and carrys out voice prompting user's food quality problem, promote the convenience that user uses.
Further, the solution of the present invention whether analyzing its nutrition equilibrium by networking, and provides Improving advice, intelligent
Degree is high, hommization is good.
Further, the solution of the present invention, by monitoring and reminding various food quality problems and nutrition knot in user's refrigerator
Whether structure is balanced, and property easy to use is good, hommization is good.
Further, the solution of the present invention, by monitoring and reminding various food quality problems and nutrition knot in user's refrigerator
Whether structure is balanced, facilitates user and forms safe and healthy eating habit, hommization is good.
Further, the solution of the present invention, by monitoring and reminding various food quality problems and nutrition knot in user's refrigerator
Whether structure is balanced, own bodies situation can be caused impaired to avoid because of food spoilage, nutrition intake unevenness, it is strong to be conducive to human body
Health, hommization are good.
The solution of the present invention as a result, by monitoring and reminding various food quality problems and trophic structure in user's refrigerator
It is whether balanced, solve the problems, such as that refrigerator is resulted in user inconvenient to use because capacity becomes larger in the prior art, thus, overcome existing
Inconvenient to use in technology, the low and humanized difference of intelligence degree defect, realization is easy to use, intelligence degree is high and human nature
The beneficial effect changed.
Other features and advantages of the present invention will be illustrated in the following description, also, partly becomes from specification
It obtains it is clear that understand through the implementation of the invention.
Below by drawings and examples, technical scheme of the present invention will be described in further detail.
Detailed description of the invention
Fig. 1 is the flow diagram of an embodiment of the control method of refrigerator of the invention；
Fig. 2 shows to obtain the process of an embodiment of the current information of remaining food materials in the refrigerator in method of the invention
It is intended to；
Fig. 3 is the flow diagram of the embodiment handled in method of the invention quality monitoring result；
Fig. 4 is the flow diagram of the embodiment handled in method of the invention trophic structure monitoring result；
Fig. 5 is the structural schematic diagram of an embodiment of the control device of refrigerator of the invention；
Fig. 6 is quality monitoring and the trophic analysis flow diagram of an embodiment of refrigerator of the invention；
Fig. 7 is advantage schematic table existing for capsule network in the food identification model of an embodiment of refrigerator of the invention
One；
Fig. 8 is advantage schematic table existing for capsule network in the food identification model of an embodiment of refrigerator of the invention
Two.
In conjunction with attached drawing, appended drawing reference is as follows in the embodiment of the present invention:
102- acquiring unit；104- control unit.
Specific embodiment
To make the object, technical solutions and advantages of the present invention clearer, below in conjunction with the specific embodiment of the invention and
Technical solution of the present invention is clearly and completely described in corresponding attached drawing.Obviously, described embodiment is only the present invention one
Section Example, instead of all the embodiments.Based on the embodiments of the present invention, those of ordinary skill in the art are not doing
Every other embodiment obtained under the premise of creative work out, shall fall within the protection scope of the present invention.
According to an embodiment of the invention, a kind of control method of refrigerator is provided, the one of method of the invention as shown in Figure 1
The flow diagram of embodiment.The control method of the refrigerator may include: step S110 and step S120.
At step S110, the current information of remaining food materials in the refrigerator is obtained.
Wherein, the current information, may include: food materials title, the date of manufacture, the shelf-life, in nutrient at least
One of.
As a result, by the current information of the diversified forms of food materials remaining in refrigerator, be conducive to promote the matter to remaining food materials
The accuracy and reliability of the monitorings such as amount, trophic structure.
Optionally, the current information that remaining food materials in the refrigerator are obtained in step S110, may include following at least one
Kind obtains situation.
The first obtains situation: obtaining the process of food materials title, date of manufacture, shelf-life etc..
Below with reference to the implementation for obtaining the current information of remaining food materials in the refrigerator in method of the invention shown in Fig. 2
Example flow diagram further illustrates the detailed process that the current information of remaining food materials in the refrigerator is obtained in step S110,
It may include: step S210 and step S220.
Step S210 when all food materials are placed into refrigerator in the refrigerator, at least obtains the current information of all food materials
In food materials title, date of manufacture, at least one of shelf-life.
Step S220, according to food materials all in the refrigerator by service condition to the current letter of all food materials of the refrigerator
Breath is updated, to obtain the current information of remaining food materials in the refrigerator.
Such as: real-time monitoring food quality problem is acquired information to by way of scanning food.Such as: food in monitoring refrigerator
Quality situation and the scheme for carrying out voice prompting may include: to be scanned to certain food that will be put into refrigerator to obtain
It takes food name, shelf-life and date of manufacture etc. and carries out intelligence computation, voice mentions when storage time closes on effective period of food quality
Awake consumer eats as early as possible.
As a result, by obtaining the current informations such as food materials title, date of manufacture, shelf-life when food materials are placed into refrigerator,
And then being updated by current information of the service condition to all food materials in the refrigerator with food materials all in refrigerator, thus
It can be obtained at any time according to updating result when needing to obtain in refrigerator the current information of remaining food materials, accuracy is good, high reliablity.
Second of acquisition situation: the process of nutrient is obtained, can specifically include: needed to the remaining food materials
In the case that trophic structure is monitored, the nutrient for being input from the outside the remaining food materials of module input is obtained, and/or by leading to
Believe the nutrient of the remaining food materials of module transfer.
Such as: the trophic structure of foods various in refrigerator can be analyzed, when finding unbalanced nutrition, be mentioned in time
Awake user carries out the supplement of corresponding food；Facilitate user and form safe and healthy eating habit, avoids because of food spoilage, battalion
It supports intake unevenness and causes own bodies situation impaired.
The nutrient of remaining food materials is obtained by external input or network transmission as a result, acquisition modes are convenient, flexible,
And it is reliable to obtain result.
At step S120, according to the current information, the quality and/or trophic structure of the remaining food materials are supervised
It surveys.
Such as: there are two functions by trophic analysis teacher of intelligent refrigerator: monitoring food quality situation in refrigerator and carries out voice
It prompts and analyzes the trophic structure of various food in refrigerator and provide Improving advice.Such as: target identification, scanning, language can be passed through
The modes combined monitorings such as sound prompt and remind in user's refrigerator various food quality problems and trophic structure whether equilibrium etc..
As a result, by being carried out according to the current information of food materials remaining in refrigerator to quality, trophic structure of remaining food materials etc.
Monitoring, can promote the property and usage experience easy to use of user.
Optionally, the quality and/or trophic structure of the remaining food materials are monitored in step S120, may include:
Following at least one monitoring process.
The first monitoring process: the process that the quality of the remaining food materials is monitored.
Specifically, the quality of the remaining food materials is monitored, may include: by training obtained calculating mould in advance
Type determines current residual time of the date of manufacture apart from its shelf-life of corresponding food materials in the remaining food materials.
Such as: can obtain information by being scanned to the food in large-capacity refrigerator, and by intelligence computation come
Voice prompting user's food quality problem.
As a result, by the way that the date of manufacture of corresponding food materials in remaining food materials is calculated using computation model apart from its shelf-life
The current residual time so as to dates of manufacture of food materials corresponding in remaining food materials apart from the current residual time of its shelf-life
It is convenient and reliable to determine.
Second of monitoring process: the process that the trophic structure of the remaining food materials is monitored.
Specifically, the trophic structure of the remaining food materials is monitored, may include: by training obtained mind in advance
Through network model, the current trophic structure that the nutrient that the remaining food materials are included is constituted is determined.
Such as: on the basis of being accurately identified to food whether its nutrition equilibrium is analyzed in networking, and improvement can be provided and built
View.Such as: the trophic structure of various foods and providing the scheme of Improving advice in analysis refrigerator, may include: firstly, being eaten to storage
Synchronous networking obtains trophic structure whole in contained nutrient and then comprehensive analysis refrigerator when object is identified；Secondly, note
It records under Different Nutrient Elements, the food that consumer more has a preference for；Finally, when occurring nutrition unevenness in refrigerator, it is proposed that consumer and
When supplement meet the corresponding nutraceutical of itself taste.
The current nutrition knot being made up of as a result, the nutrient for being included using the determining remaining food materials of neural network model
Structure, so that the method for determination simplicity and definitive result of the current trophic structure that the nutrient for being included to remaining food materials is constituted
Reliably.
It can also include: to be carried out to the quality and/or trophic structure of the remaining food materials in an optional embodiment
The process that the monitoring result of monitoring is handled can specifically include following at least one treatment process.
The first treatment process: the process that quality monitoring result is handled.
Illustrate below with reference to the embodiment process handled in method of the invention shown in Fig. 3 quality monitoring result
Figure further illustrates the detailed process handled quality monitoring result, may include: step S310 and step S320.
Step S310 is determined in the quality to the remaining food materials and/or after trophic structure is monitored to described surplus
The date of manufacture of corresponding food materials is current apart from its shelf-life in the remaining food materials that the quality of remaining food materials is monitored
Remaining time, if less than or equal to corresponding food materials date of manufacture apart from the shelf-life setting reminder time.
Step S320 is sent out if the current residual time of corresponding food materials is less than or equal to the setting reminder time of the food materials
The current residual time for playing corresponding food materials is less than or equal to the quality reminder message for setting reminder time of the food materials.
As a result, by handling quality monitoring result, it can be convenient the quality feelings that user grasps remaining food materials in time
Condition can be convenient user according to the quality condition of remaining food materials and adjust operational version, improves the convenience that user uses, also keep away
Exempted from food materials it is expired cause waste and refrigerator is damaged.
Optionally, the current residual time that corresponding food materials are initiated in step S320 is less than or equal to the setting prompting of the food materials
The quality reminder message of time may include: to initiate the first voice prompting message, to prompt the current residual time of corresponding food materials
Less than or equal to the setting reminder time of the food materials；And/or to setting client send the first communication prompt message (such as: it is short
The message such as letter, wechat, QQ), to prompt the current residual time of corresponding food materials to be less than or equal to the setting reminder time of the food materials.
The quality reminder message for passing through diversified forms as a result, can satisfy the different prompting demands of different user, hommization
Good, high reliablity.
Wherein, the first voice prompting message and/or the first communication prompt message may include: the current surplus of corresponding food materials
Remaining time, and/or corresponding food materials use the time the latest.
Such as: it monitors food quality situation in refrigerator and carries out sound prompt function: being that standard is scanned to food first
Really obtain food name, shelf-life and date of manufacture；Followed by differentiate whether food is expired by intelligence computation, when closing on food
When the shelf-life, voice reminder consumer eats as early as possible.
As a result, by a variety of reminded contents to remaining food materials quality, flexibility is good, high reliablity.
Second for the treatment of process: the process that trophic structure monitoring result is handled.
Below with reference to the embodiment process handled in method of the invention shown in Fig. 4 trophic structure monitoring result
Schematic diagram further illustrates the detailed process handled trophic structure monitoring result, may include: step S410 and step
S420。
Step S410 is determined in the quality to the remaining food materials and/or after trophic structure is monitored to described surplus
The current trophic structure that the nutrient that the remaining food materials that the trophic structure of remaining food materials is monitored are included is constituted,
Whether the setting trophic structure that meets setting trophic level and/or user habit is reached.
Step S420 initiates the current nutrition if the current trophic structure is not up to the setting trophic structure
Structure is not up to the nutrition reminder message of the setting trophic structure.
Such as: in the quality to the remaining food materials and/or after trophic structure is monitored, determines and remaining eaten to described
Whether the monitoring result that the quality and/or trophic structure of material are monitored meets the monitoring threshold of setting.If the monitoring
As a result the monitoring threshold is not met, then initiates the reminder message that the monitoring result does not meet the monitoring threshold.Wherein, institute
Monitoring result is stated, when may include: that accordingly the date of manufacture of food materials is apart from the current residual of its shelf-life in the remaining food materials
Between and/or the current trophic structure that constitutes of the remaining food materials nutrient that is included.The monitoring threshold may include:
The date of manufacture of corresponding food materials apart from the shelf-life setting reminder time, and/or meet setting trophic level and/or user's habit
Setting trophic structure.
As a result, by handling trophic structure monitoring result, it may remind the user that and shortage food materials are replenished in time, favorably
In trophism and reasonability that user prepares food materials, high reliablity, hommization are good.
Optionally, the nutrition prompting that the current trophic structure is not up to the setting trophic structure is initiated in step S420
Message may include: to initiate the second voice prompting message, to prompt the current trophic structure to be not up to the setting nutrition knot
Structure；And/or the second communication prompt message (such as: the message such as short message, wechat, QQ) is sent to setting client, described in prompt
Current trophic structure is not up to the setting trophic structure.
The nutrition reminder message for passing through diversified forms as a result, can satisfy the different prompting demands of different user, hommization
Good, high reliablity.
Wherein, the second voice prompting message and/or the second communication prompt message may include: the current trophic structure
The scarce food materials of the scarce element of institute and/or institute of the not up to described setting trophic structure, and/or to make the current trophic structure reach institute
State setting application structure to complementary element and/or food materials to be supplemented.
Such as: it analyzes the trophic structure of various foods in refrigerator and provides Improving advice function: being Different Nutrition member first
Under element, the collection of consumer preference food；I.e. every time identification food when (such as: can be different using capsule network model realization
The higher recognition accuracy of food), networking automatically generates corresponding nutrient label, and with identified food composition data-
Label is to storing.Different from traditional data collection mode, which is with refrigerator service life and gradually
Accumulation, refrigerator is longer using the time, and the data-label being collected into is to more；When followed by being accurately identified to food, together
Step networking obtains nutrient contained by the food；Finally food nutrient structure in refrigerator is examined according to certain trophic level
It surveys, analysis, when finding that trophic structure is unbalanced, data-label according to first step storage is to carrying out needing supplement suggestion.
As a result, by a variety of reminded contents to remaining food materials trophic structure, flexibility is good, high reliablity.
Through a large amount of verification experimental verification, using the technical solution of the present embodiment, by being carried out to the food in large-capacity refrigerator
Scanning promotes the convenience that user uses by intelligence computation to obtain information come voice prompting user's food quality problem.
According to an embodiment of the invention, additionally providing a kind of control device of refrigerator of the control method corresponding to refrigerator.
The structural schematic diagram of one embodiment of the device of the invention shown in Figure 5.The control device of the refrigerator may include: to obtain list
Member 102 and control unit 104.
In an optional example, acquiring unit 102 can be used for obtaining the current letter of remaining food materials in the refrigerator
Breath.
Wherein, the current information, may include: food materials title, the date of manufacture, the shelf-life, in nutrient at least
One of.The concrete function of the acquiring unit 102 and processing are referring to step S110.
As a result, by the current information of the diversified forms of food materials remaining in refrigerator, be conducive to promote the matter to remaining food materials
The accuracy and reliability of the monitorings such as amount, trophic structure.
Optionally, the acquiring unit 102 obtains in the refrigerator current information of remaining food materials, may include with down toward
A kind of few acquisition situation.
The first obtains situation: obtaining the process of food materials title, date of manufacture, shelf-life etc., specifically can be such that
The acquiring unit 102 at least obtains when specifically can be also used for that all food materials are placed into refrigerator in the refrigerator
Take at least one of food materials title in the current information of all food materials, date of manufacture, shelf-life.The acquiring unit 102
Concrete function and processing see also step S210.
The acquiring unit 102 specifically can be also used for according to food materials all in the refrigerator by service condition to institute
The current information for stating all food materials of refrigerator is updated, to obtain the current information of remaining food materials in the refrigerator.The acquisition list
The concrete function of member 102 and processing see also step S220.
Such as: real-time monitoring food quality problem is acquired information to by way of scanning food.Such as: food in monitoring refrigerator
Quality situation and the scheme for carrying out voice prompting may include: to be scanned to certain food that will be put into refrigerator to obtain
It takes food name, shelf-life and date of manufacture etc. and carries out intelligence computation, voice mentions when storage time closes on effective period of food quality
Awake consumer eats as early as possible.
As a result, by obtaining the current informations such as food materials title, date of manufacture, shelf-life when food materials are placed into refrigerator,
And then being updated by current information of the service condition to all food materials in the refrigerator with food materials all in refrigerator, thus
It can be obtained at any time according to updating result when needing to obtain in refrigerator the current information of remaining food materials, accuracy is good, high reliablity.
Second of acquisition situation: the process of nutrient is obtained, can specifically include: the acquiring unit 102 is specific to go back
It can be used in the case where needing the trophic structure to the remaining food materials to be monitored, acquisition is input from the outside module input
Remaining food materials nutrient, and/or by communication module transmission remaining food materials nutrient.
Such as: the trophic structure of foods various in refrigerator can be analyzed, when finding unbalanced nutrition, be mentioned in time
Awake user carries out the supplement of corresponding food；Facilitate user and form safe and healthy eating habit, avoids because of food spoilage, battalion
It supports intake unevenness and causes own bodies situation impaired.
The nutrient of remaining food materials is obtained by external input or network transmission as a result, acquisition modes are convenient, flexible,
And it is reliable to obtain result.
In an optional example, control unit 104 can be used for according to the current information, to the remaining food materials
Quality and/or trophic structure be monitored.The concrete function of the control unit 104 and processing are referring to step S120.
Such as: there are two functions by trophic analysis teacher of intelligent refrigerator: monitoring food quality situation in refrigerator and carries out voice
It prompts and analyzes the trophic structure of various food in refrigerator and provide Improving advice.Such as: target identification, scanning, language can be passed through
The modes combined monitorings such as sound prompt and remind in user's refrigerator various food quality problems and trophic structure whether equilibrium etc..
As a result, by being carried out according to the current information of food materials remaining in refrigerator to quality, trophic structure of remaining food materials etc.
Monitoring, can promote the property and usage experience easy to use of user.
Optionally, control unit 104 is monitored the quality and/or trophic structure of the remaining food materials, may include:
Following at least one monitoring process.
The first monitoring process: the process that the quality of the remaining food materials is monitored.
Specifically, described control unit 104 is monitored the quality of the remaining food materials, may include: the control
Unit 104 specifically can be also used for determining corresponding food materials in the remaining food materials by the computation model that training obtains in advance
Current residual time of the date of manufacture apart from its shelf-life.
Such as: can obtain information by being scanned to the food in large-capacity refrigerator, and by intelligence computation come
Voice prompting user's food quality problem.
As a result, by the way that the date of manufacture of corresponding food materials in remaining food materials is calculated using computation model apart from its shelf-life
The current residual time so as to dates of manufacture of food materials corresponding in remaining food materials apart from the current residual time of its shelf-life
It is convenient and reliable to determine.
Second of monitoring process: the process that the trophic structure of the remaining food materials is monitored.
Specifically, described control unit 104 is monitored the trophic structure of the remaining food materials, may include: described
Control unit 104 specifically can be also used for determining that the remaining food materials are wrapped by the neural network model that training obtains in advance
The current trophic structure that the nutrient contained is constituted.
Such as: on the basis of being accurately identified to food whether its nutrition equilibrium is analyzed in networking, and improvement can be provided and built
View.Such as: the trophic structure of various foods and providing the scheme of Improving advice in analysis refrigerator, may include: firstly, being eaten to storage
Synchronous networking obtains trophic structure whole in contained nutrient and then comprehensive analysis refrigerator when object is identified；Secondly, note
It records under Different Nutrient Elements, the food that consumer more has a preference for；Finally, when occurring nutrition unevenness in refrigerator, it is proposed that consumer and
When supplement meet the corresponding nutraceutical of itself taste.
The current nutrition knot being made up of as a result, the nutrient for being included using the determining remaining food materials of neural network model
Structure, so that the method for determination simplicity and definitive result of the current trophic structure that the nutrient for being included to remaining food materials is constituted
Reliably.
It can also include: to be carried out to the quality and/or trophic structure of the remaining food materials in an optional embodiment
The process that the monitoring result of monitoring is handled can specifically include following at least one treatment process.
The first treatment process: the process handled quality monitoring result specifically can be such that
Described control unit 104, can be also used for the remaining food materials quality and/or trophic structure be monitored
Later, determine dates of manufacture of corresponding food materials in remaining food materials that the quality to the remaining food materials is monitored away from
From the current residual time of its shelf-life, if the date of manufacture less than or equal to corresponding food materials reminds apart from the setting of shelf-life
Time.The concrete function of the control unit 104 and processing see also step S310.
Described control unit 104, if the current residual time that can be also used for corresponding food materials is less than or equal to the food materials
Reminder time is set, then the current residual time for initiating corresponding food materials is less than or equal to the quality for setting reminder time of the food materials
Reminder message.The concrete function of the control unit 104 and processing see also step S320.
As a result, by handling quality monitoring result, it can be convenient the quality feelings that user grasps remaining food materials in time
Condition can be convenient user according to the quality condition of remaining food materials and adjust operational version, improves the convenience that user uses, also keep away
Exempted from food materials it is expired cause waste and refrigerator is damaged.
Optionally, the current residual time that described control unit 104 initiates corresponding food materials is less than or equal to setting for the food materials
The quality reminder message for determining reminder time may include: described control unit 104, specifically can be also used for initiating the first voice
Prompting message, to prompt the current residual time of corresponding food materials to be less than or equal to the setting reminder time of the food materials；And/or institute
State control unit 104, specifically can be also used for setting client send the first communication prompt message (such as: short message, wechat,
The message such as QQ), to prompt the current residual time of corresponding food materials to be less than or equal to the setting reminder time of the food materials.
The quality reminder message for passing through diversified forms as a result, can satisfy the different prompting demands of different user, hommization
Good, high reliablity.
Wherein, the first voice prompting message and/or the first communication prompt message may include: the current surplus of corresponding food materials
Remaining time, and/or corresponding food materials use the time the latest.
Such as: it monitors food quality situation in refrigerator and carries out sound prompt function: being that standard is scanned to food first
Really obtain food name, shelf-life and date of manufacture；Followed by differentiate whether food is expired by intelligence computation, when closing on food
When the shelf-life, voice reminder consumer eats as early as possible.
As a result, by a variety of reminded contents to remaining food materials quality, flexibility is good, high reliablity.
Second for the treatment of process: the process handled trophic structure monitoring result specifically can be such that
Described control unit 104, can be also used for the remaining food materials quality and/or trophic structure be monitored
Later, the nutrient structure that the remaining food materials that the trophic structure to the remaining food materials is monitored are included is determined
At current trophic structure, if reach meet setting trophic level and/or user habit setting trophic structure.The control list
The concrete function of member 104 and processing see also step S410.
Described control unit 104, if can be also used for the current trophic structure is not up to the setting trophic structure,
Initiate the nutrition reminder message that the current trophic structure is not up to the setting trophic structure.The control unit 104 it is specific
Function and processing see also step S420.
Such as: in the quality to the remaining food materials and/or after trophic structure is monitored, determines and remaining eaten to described
Whether the monitoring result that the quality and/or trophic structure of material are monitored meets the monitoring threshold of setting.If the monitoring
As a result the monitoring threshold is not met, then initiates the reminder message that the monitoring result does not meet the monitoring threshold.Wherein, institute
Monitoring result is stated, when may include: that accordingly the date of manufacture of food materials is apart from the current residual of its shelf-life in the remaining food materials
Between and/or the current trophic structure that constitutes of the remaining food materials nutrient that is included.The monitoring threshold may include:
The date of manufacture of corresponding food materials apart from the shelf-life setting reminder time, and/or meet setting trophic level and/or user's habit
Setting trophic structure.
As a result, by handling trophic structure monitoring result, it may remind the user that and shortage food materials are replenished in time, favorably
In trophism and reasonability that user prepares food materials, high reliablity, hommization are good.
Optionally, described control unit 104 initiates the battalion that the current trophic structure is not up to the setting trophic structure
Reminder message is supported, may include: described control unit 104, specifically can be also used for initiating the second voice prompting message, with prompt
The current trophic structure is not up to the setting trophic structure；And/or
Described control unit 104, specifically can be also used for setting client send the second communication prompt message (such as:
The message such as short message, wechat, QQ), to prompt the current trophic structure to be not up to the setting trophic structure.
The nutrition reminder message for passing through diversified forms as a result, can satisfy the different prompting demands of different user, hommization
Good, high reliablity.
Wherein, the second voice prompting message and/or the second communication prompt message may include: the current trophic structure
The scarce food materials of the scarce element of institute and/or institute of the not up to described setting trophic structure, and/or to make the current trophic structure reach institute
State setting application structure to complementary element and/or food materials to be supplemented.
Such as: it analyzes the trophic structure of various foods in refrigerator and provides Improving advice function: being Different Nutrition member first
Under element, the collection of consumer preference food；I.e. every time identification food when (such as: can be different using capsule network model realization
The higher recognition accuracy of food), networking automatically generates corresponding nutrient label, and with identified food composition data-
Label is to storing.Different from traditional data collection mode, which is with refrigerator service life and gradually
Accumulation, refrigerator is longer using the time, and the data-label being collected into is to more；When followed by being accurately identified to food, together
Step networking obtains nutrient contained by the food；Finally food nutrient structure in refrigerator is examined according to certain trophic level
It surveys, analysis, when finding that trophic structure is unbalanced, data-label according to first step storage is to carrying out needing supplement suggestion.
As a result, by a variety of reminded contents to remaining food materials trophic structure, flexibility is good, high reliablity.
The processing and function realized by the device of the present embodiment essentially correspond to earlier figures 1 to method shown in Fig. 4
Embodiment, principle and example, therefore not detailed place in the description of the present embodiment may refer to mutually speaking on somebody's behalf in previous embodiment
Bright, this will not be repeated here.
It whether analyzing its nutrition equilibrium by networking, and is given through a large amount of verification experimental verification using technical solution of the present invention
Improving advice out, intelligence degree is high, hommization is good.
According to an embodiment of the invention, additionally providing a kind of refrigerator of the control device corresponding to refrigerator.The refrigerator can be with
It include: the control device of above-described refrigerator.
Refrigerator in the prior art because capacity becomes larger result in user inconvenient to use aiming at the problem that, fortunately, manually
The appearance of intellectual technology provides possibility for the solution of problems.Therefore, in order to which the use for preferably promoting consumer is relaxed
Appropriateness, satisfaction, artificial intelligence technology is combined with conventional refrigerator and has become very urgent.
In an optional embodiment, the solution of the present invention can pass through the side such as target identification, scanning, voice prompting
Formula combined monitoring and remind in user's refrigerator various food quality problems and trophic structure whether equilibrium etc..
Optionally, the solution of the present invention can obtain information by being scanned to the food in large-capacity refrigerator, and
By intelligence computation come voice prompting user's food quality problem.
Still optionally further, it whether its nutrition equilibrium is analyzed in networking, and can be given on the basis of being accurately identified to food
Improving advice out.
As it can be seen that the solution of the present invention, currently a popular artificial intelligence technology is combined with conventional refrigerator, eaten by scanning
The mode of product acquires information to real-time monitoring food quality problem.In addition to this, the solution of the present invention, can also be to each in refrigerator
The trophic structure of kind food is analyzed, and when finding unbalanced nutrition, user is reminded to carry out the supplement of corresponding food in time.From
And the solution of the present invention, facilitating user forms safe and healthy eating habit, avoids because food spoilage, nutrition intake are uneven
And cause own bodies situation impaired.
In an optional specific embodiment, Fig. 6 may refer to example shown in Fig. 8, to the solution of the present invention
Specific implementation process illustrates.
Compared to general networking, in the solution of the present invention, advantage existing for capsule network be may refer in food identification model
Fig. 7 and example shown in Fig. 8.
The effect of two tables of Fig. 7 and Fig. 8: (being constructed) compared to general convolutional neural networks by scalar neuron, is led to
Cross specific formula, that network structure illustrates that capsule network (being constructed by vector neuron) has in terms of object identification is exclusive excellent
Gesture, which overcome the limitations of common convolutional neural networks, can handle a variety of spatial alternations of multiple and different targets simultaneously, required
Amount of training data is small, theoretically closer to the behavior of human brain.Wherein, two tables of Fig. 7 and Fig. 8, can show in the present invention and know
The advantage of capsule network model used in other algorithm.
Wherein: in figures 7 and 8, XiTo input scalar, WiFor weight, UiFor input vector, WijFor transfer matrix, Cij
For weight.biFor biasing, s, a, h, v are that the result of corresponding mathematical operation indicates.
In an optional specific example, in the solution of the present invention, there are two functions by trophic analysis teacher of intelligent refrigerator: prison
It surveys food quality situation in refrigerator and carries out voice prompting and analyze the trophic structure of various food in refrigerator and provide improvement and build
View.
Optionally, it monitors food quality situation in refrigerator and carries out the scheme of voice prompting, may include: to will be put into
Certain food of refrigerator is scanned to obtain food name, shelf-life and date of manufacture etc. and carry out intelligence computation, works as storage
Voice reminder consumer eats as early as possible when time closes on effective period of food quality.
Such as: it monitors food quality situation in refrigerator and carries out sound prompt function: being that standard is scanned to food first
Really obtain food name, shelf-life and date of manufacture；Followed by differentiate whether food is expired by intelligence computation, when closing on food
When the shelf-life, voice reminder consumer eats as early as possible.
Optionally, it analyzes the trophic structure of various foods in refrigerator and provides the scheme of Improving advice, may include: head
First, synchronous networking obtains nutrition knot whole in contained nutrient and then comprehensive analysis refrigerator when identifying to storage food
Structure；Secondly, recording under Different Nutrient Elements, the food that consumer more has a preference for；Finally, being built when occurring nutrition unevenness in refrigerator
The corresponding nutraceutical for meeting itself taste is replenished in time in view consumer.
Such as: whole trophic structure in comprehensive analysis refrigerator may include: firstly, user can suggest according to doctor
The nutrient of customized " oneself " is arranged in pairs or groups or is arranged in pairs or groups using Nutrient element；Then, food in the collocation and refrigerator is utilized
Contained nutrient does subtraction；Finally, carrying out corresponding food supplement to lacked nutrient.
Specifically, it analyzes the trophic structure of various foods in refrigerator and provides Improving advice function: being Different Nutrition first
Under element, the collection of consumer preference food；I.e. every time identification food when (such as: can using capsule network model realization not
With the higher recognition accuracy of food), networking automatically generates corresponding nutrient label, and with identified food composition number
According to-label to storing.It is different from traditional data collection mode, the data-gathering process be with refrigerator service life and by
Step accumulation, refrigerator is longer using the time, and the data-label being collected into is to more；When followed by being accurately identified to food,
Synchronous networking obtains nutrient contained by the food；Finally food nutrient structure in refrigerator is carried out according to certain trophic level
Detection, analysis, when finding that trophic structure is unbalanced, data-label according to first step storage is to carrying out that supplement is needed to build
View.Wherein, label refers to that detected food name, data refer to nutrient contained by the food.
Such as: Xiao Ming identifies and scans before being put into refrigerator to the food of purchase, obtains the production date of each product
Phase, shelf-life and food classification.Refrigerator system goes out the food using date of manufacture, shelf-life intelligence computation can be stored last
Deadline.Although every time using the situation that food is passed in and out is had, the last being put into can all have record, can be true
Determine current whether also this kind of food materials in refrigerator.If so, refrigerator voice system reminds user when that will reach the deadline
It eats as early as possible；If it is not, system removes this automatically records information, memory space is discharged.
In this way, refrigerator records internal food materials by above-mentioned identification function.Pass through intelligent networking later
Nutrient contained by every class food materials is inquired, and analyzed, handled according to the customized trophic level of Xiao Ming.If it find that ice
Food materials are in non-nutritive equilibrium state in case, with regard to remind Xiao Ming carry out corresponding nutrient food materials (such as: can be according to history number
According to selection Xiao Ming it is favorite) supplement.
The processing and function realized by the refrigerator of the present embodiment essentially correspond to the implementation of aforementioned device shown in fig. 5
Example, principle and example, therefore not detailed place in the description of the present embodiment, may refer to the related description in previous embodiment,
This is not repeated them here.
Through a large amount of verification experimental verification, using technical solution of the present invention, by monitoring and reminding various foods in user's refrigerator
Whether quality problem and trophic structure are balanced, and property easy to use is good, hommization is good.
According to an embodiment of the invention, additionally providing a kind of storage medium of the control method corresponding to refrigerator.The storage
Medium may include: that a plurality of instruction is stored in the storage medium；The a plurality of instruction, for being loaded by processor and being held
The control method of the above-described refrigerator of row.
The processing and function realized by the storage medium of the present embodiment essentially correspond to earlier figures 1 to shown in Fig. 4
Embodiment, principle and the example of method, therefore not detailed place in the description of the present embodiment, may refer to the phase in previous embodiment
It speaks on somebody's behalf bright, this will not be repeated here.
Through a large amount of verification experimental verification, using technical solution of the present invention, by monitoring and reminding various foods in user's refrigerator
Whether quality problem and trophic structure are balanced, facilitate user and form safe and healthy eating habit, hommization is good.
According to an embodiment of the invention, additionally providing a kind of refrigerator of the control method corresponding to refrigerator.The refrigerator, can be with
It include: processor, for executing a plurality of instruction；Memory, for storing a plurality of instruction；Wherein, a plurality of instruction, for by
The memory storage, and loaded by the processor and executed the control method of above-described refrigerator.
The processing and function realized by the refrigerator of the present embodiment essentially correspond to earlier figures 1 to method shown in Fig. 4
Embodiment, principle and example, therefore not detailed place in the description of the present embodiment may refer to mutually speaking on somebody's behalf in previous embodiment
Bright, this will not be repeated here.
Through a large amount of verification experimental verification, using technical solution of the present invention, by monitoring and reminding various foods in user's refrigerator
Whether quality problem and trophic structure are balanced, can lead to own bodies shape to avoid because of food spoilage, nutrition intake unevenness
Condition is impaired, is conducive to human health, and hommization is good.
To sum up, it will be readily appreciated by those skilled in the art that under the premise of not conflicting, above-mentioned each advantageous manner can be certainly
It combined, be superimposed by ground.
The above description is only an embodiment of the present invention, is not intended to restrict the invention, for those skilled in the art
For member, the invention may be variously modified and varied.All within the spirits and principles of the present invention, it is made it is any modification,
Equivalent replacement, improvement etc., should be included within scope of the presently claimed invention.
Claims (15)
1. a kind of control method of refrigerator characterized by comprising
Obtain the current information of remaining food materials in the refrigerator；Wherein, the current information, comprising: food materials title, production date
At least one of phase, shelf-life, nutrient；
According to the current information, the quality and/or trophic structure of the remaining food materials are monitored.
2. the method according to claim 1, wherein obtaining the current information of remaining food materials in the refrigerator, packet
It includes:
When all food materials are placed into refrigerator in the refrigerator, at least obtain food materials title in the current information of all food materials,
At least one of date of manufacture, shelf-life；
According to being updated by current information of the service condition to all food materials of the refrigerator for food materials all in the refrigerator, with
Obtain the current information of remaining food materials in the refrigerator；
And/or
Obtain the nutrient for being input from the outside the remaining food materials of module input, and/or the remaining food materials transmitted by communication module
Nutrient.
3. method according to claim 1 or 2, which is characterized in that wherein,
The quality of the remaining food materials is monitored, comprising:
By the computation model that training obtains in advance, determine that the date of manufacture of corresponding food materials in the remaining food materials guarantees the quality apart from it
The current residual time of phase；
And/or
The trophic structure of the remaining food materials is monitored, comprising:
By the neural network model that training obtains in advance, the current of the nutrient composition that the remaining food materials are included is determined
Trophic structure.
4. method described in one of -3 according to claim 1, which is characterized in that further include:
Determine dates of manufacture of corresponding food materials in remaining food materials that the quality to the remaining food materials is monitored away from
From the current residual time of its shelf-life, if the date of manufacture less than or equal to corresponding food materials reminds apart from the setting of shelf-life
Time；
If the current residual time of corresponding food materials is less than or equal to the setting reminder time of the food materials, working as corresponding food materials is initiated
Preceding remaining time is less than or equal to the quality reminder message of the setting reminder time of the food materials；
And/or
Determine the nutrient structure that the remaining food materials that the trophic structure to the remaining food materials is monitored are included
At current trophic structure, if reach meet setting trophic level and/or user habit setting trophic structure；
If the current trophic structure is not up to the setting trophic structure, it is not up to described to initiate the current trophic structure
Set the nutrition reminder message of trophic structure.
5. according to the method described in claim 4, it is characterized in that, wherein,
The current residual time for initiating corresponding food materials is less than or equal to the quality reminder message for setting reminder time of the food materials, packet
It includes:
The first voice prompting message is initiated, is mentioned with the setting for prompting the current residual time of corresponding food materials to be less than or equal to the food materials
It wakes up the time；And/or
The first communication prompt message is sent to setting client, it should to prompt the current residual time of corresponding food materials to be less than or equal to
The setting reminder time of food materials；
And/or
Initiate the nutrition reminder message that the current trophic structure is not up to the setting trophic structure, comprising:
The second voice prompting message is initiated, to prompt the current trophic structure to be not up to the setting trophic structure；And/or
The second communication prompt message is sent to setting client, to prompt the current trophic structure to be not up to the setting nutrition
Structure.
6. according to the method described in claim 5, it is characterized in that, wherein,
First voice prompting message and/or the first communication prompt message, comprising: the current residual time of corresponding food materials and/or phase
That answers food materials uses the time the latest；
And/or
Second voice prompting message and/or the second communication prompt message, comprising: the current trophic structure is not up to the setting
The scarce food materials of the scarce element of institute and/or institute of trophic structure, and/or to make the current trophic structure reach the setting application structure
To complementary element and/or food materials to be supplemented.
7. a kind of control device of refrigerator characterized by comprising
Acquiring unit, for obtaining the current information of remaining food materials in the refrigerator；Wherein, the current information, comprising: food materials
At least one of title, date of manufacture, shelf-life, nutrient；
Control unit, for being monitored to the quality and/or trophic structure of the remaining food materials according to the current information.
8. device according to claim 7, which is characterized in that the acquiring unit obtains remaining food materials in the refrigerator
Current information, comprising:
When all food materials are placed into refrigerator in the refrigerator, at least obtain food materials title in the current information of all food materials,
At least one of date of manufacture, shelf-life；
According to being updated by current information of the service condition to all food materials of the refrigerator for food materials all in the refrigerator, with
Obtain the current information of remaining food materials in the refrigerator；
And/or
Obtain the nutrient for being input from the outside the remaining food materials of module input, and/or the remaining food materials transmitted by communication module
Nutrient.
9. device according to claim 7 or 8, which is characterized in that wherein,
Described control unit is monitored the quality of the remaining food materials, comprising:
By the computation model that training obtains in advance, determine that the date of manufacture of corresponding food materials in the remaining food materials guarantees the quality apart from it
The current residual time of phase；
And/or
Described control unit is monitored the trophic structure of the remaining food materials, comprising:
By the neural network model that training obtains in advance, the current of the nutrient composition that the remaining food materials are included is determined
Trophic structure.
10. the device according to one of claim 7-9, which is characterized in that further include:
Described control unit is also used to phase in the remaining food materials that the determining quality to the remaining food materials is monitored
Answer current residual time of the date of manufacture of food materials apart from its shelf-life, if less than or equal to corresponding food materials date of manufacture away from
From the setting reminder time of shelf-life；
Described control unit, if the current residual time for being also used to corresponding food materials is less than or equal to the setting prompting of the food materials
Between, then the current residual time for initiating corresponding food materials is less than or equal to the quality reminder message for setting reminder time of the food materials；
And/or
Described control unit is also used to determine the remaining food materials that the trophic structure to the remaining food materials is monitored
The current trophic structure that the nutrient that is included is constituted, if reach and meet setting for setting trophic level and/or user's habit
Determine trophic structure；
Described control unit is worked as described in initiation if being also used to the current trophic structure is not up to the setting trophic structure
Preceding trophic structure is not up to the nutrition reminder message of the setting trophic structure.
11. device according to claim 10, which is characterized in that wherein,
The current residual time that described control unit initiates corresponding food materials is less than or equal to the matter of the setting reminder time of the food materials
Measure reminder message, comprising:
The first voice prompting message is initiated, is mentioned with the setting for prompting the current residual time of corresponding food materials to be less than or equal to the food materials
It wakes up the time；And/or
The first communication prompt message is sent to setting client, it should to prompt the current residual time of corresponding food materials to be less than or equal to
The setting reminder time of food materials；
And/or
Described control unit initiates the nutrition reminder message that the current trophic structure is not up to the setting trophic structure, packet
It includes:
The second voice prompting message is initiated, to prompt the current trophic structure to be not up to the setting trophic structure；And/or
The second communication prompt message is sent to setting client, to prompt the current trophic structure to be not up to the setting nutrition
Structure.
12. device according to claim 11, which is characterized in that wherein,
First voice prompting message and/or the first communication prompt message, comprising: the current residual time of corresponding food materials and/or phase
That answers food materials uses the time the latest；
And/or
Second voice prompting message and/or the second communication prompt message, comprising: the current trophic structure is not up to the setting
The scarce food materials of the scarce element of institute and/or institute of trophic structure, and/or to make the current trophic structure reach the setting application structure
To complementary element and/or food materials to be supplemented.
13. a kind of refrigerator characterized by comprising the control device of the refrigerator as described in claim 7-12 is any.
14. a kind of storage medium, which is characterized in that be stored with a plurality of instruction in the storage medium；The a plurality of instruction, is used for
It is loaded by processor and executes the control method of the refrigerator as described in claim 1-6 is any.
15. a kind of refrigerator characterized by comprising
Processor, for executing a plurality of instruction；
Memory, for storing a plurality of instruction；
Wherein, a plurality of instruction for being stored by the memory, and is loaded by the processor and is executed such as claim
The control method of any refrigerator of 1-6.
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| CN201910054752.9A CN109780813A (en) | 2019-01-21 | 2019-01-21 | Refrigerator control method and device, storage medium and refrigerator |
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| CN111368157A (en) * | 2020-03-10 | 2020-07-03 | 长虹美菱股份有限公司 | Refrigerator operation method based on user behavior analysis |
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| CN113551478A (en) * | 2021-07-30 | 2021-10-26 | 珠海格力电器股份有限公司 | Method and device for updating residual shelf life of food and refrigerator |
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Cited By (8)
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| CN110966838A (en) * | 2019-10-30 | 2020-04-07 | 珠海格力电器股份有限公司 | Food refrigeration information monitoring method and device, electronic equipment and storage medium |
| CN111368157A (en) * | 2020-03-10 | 2020-07-03 | 长虹美菱股份有限公司 | Refrigerator operation method based on user behavior analysis |
| CN111368157B (en) * | 2020-03-10 | 2022-08-23 | 长虹美菱股份有限公司 | Refrigerator operation method based on user behavior analysis |
| CN112460908A (en) * | 2020-11-27 | 2021-03-09 | 广州富港万嘉智能科技有限公司 | Refrigerator food material management method, intelligent terminal, server and system |
| CN114294884A (en) * | 2021-05-28 | 2022-04-08 | 海信视像科技股份有限公司 | Refrigerator and message reminding method |
| CN114294884B (en) * | 2021-05-28 | 2023-02-17 | 海信视像科技股份有限公司 | Refrigerator and message reminding method |
| CN113551478A (en) * | 2021-07-30 | 2021-10-26 | 珠海格力电器股份有限公司 | Method and device for updating residual shelf life of food and refrigerator |
| CN113551478B (en) * | 2021-07-30 | 2023-04-07 | 珠海格力电器股份有限公司 | Method and device for updating residual shelf life of food and refrigerator |
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