CN105568621A - Intelligent washing device based on big data analysis - Google Patents
Intelligent washing device based on big data analysis Download PDFInfo
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- CN105568621A CN105568621A CN201610090792.5A CN201610090792A CN105568621A CN 105568621 A CN105568621 A CN 105568621A CN 201610090792 A CN201610090792 A CN 201610090792A CN 105568621 A CN105568621 A CN 105568621A
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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
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Abstract
The invention relates to an intelligent washing device based on big data analysis. The washing device is provided with a big data intelligent control system. The big data intelligent control system comprises a control center, a communication module, an information acquisition module and a washing program control module. The control center receives washing information acquired by the information acquisition module, and the washing information is sent through the communication module. The control center receives washing program data and instructions, and data stored in a washing program storage module is changed according to the instructions. The washing program storage module stores first washing information and washing programs corresponding to the first washing information one to one. The washing program control module receives the first washing information acquired by a first washing information acquisition module. The type, feed amount, injected water amount, washing time, number of washing times and drying time of detergents are controlled according to the washing programs of the washing program storage module. According to the washing device, reasonable washing methods can be adopted according to different clothes materials.
Description
Technical field
The present invention relates to a kind of intelligent washing facility based on large data analysis.
Background technology
Washing and dehydrating integrated machine is a washing industry nearly century comparatively advanced washing tool, and it has ripe application in a lot of field, from little laundry drycleaner's to maximum industrial washing clothes factory.Traditional washing flow: strict classification before fabric washing will be washed, case by modes such as the dyefastness of kinds of fibers clothing, the thin and thicks of fabric carry out manual operation, first prewashing open temperature manually add become owner of wash material, rear manual operation discharges water, add washing agent, add auxiliary material, throw water, add new water again, throw water go up new water again and adds auxiliary material drying.
In traditional washing process, need operating personnel to select the kind of washing agent, concentration and consumption according to the thickness of the kind of washing clothes fiber, dyefastness, fabric voluntarily, select voluntarily to determine wash temperature, wash time, dry the time.For often kind of garment material difference, the difference of often kind of detergent concentration, injected volume, the effect of washing is also different, and respectively allly all needs operating personnel to set voluntarily above.
Therefore, need a kind of a kind of intelligent washing facility based on large data analysis newly, according to a large amount of washing data, analyze a kind of more efficiently washing methods, thus automatically select suitable washing methods for operating personnel.
Summary of the invention
In order to solve the problems of the technologies described above, the invention provides a kind of intelligent washing facility based on large data analysis.
A kind of intelligent washing facility based on large data analysis of the present invention is shared by washing data, realizes the foundation of washing database; By learning new washing procedure and judging, send security warning to reduce the generation of washing accident.
Described washing facility is provided with large data intelligence control system, and described large data intelligence control system comprises control centre, communication module, information collection module, washing procedure control module,
Described information collection module, communication module, washing procedure control module are connected with control centre,
Described information collection module comprises the first washing information collection module, and described first washing information collection module is for collecting the information before washing;
Described control centre receives the washing information that information collection module is collected, and sends washing information by communication module, and described control centre receives washing procedure data and instruction, and changes the data of washing procedure storage module storage according to instruction;
Described washing procedure storage module store the first washing information and with the first washing information washing procedure one to one;
Described washing procedure control module receives the first washing information that the first washing information collection module is collected, and controls the type of washing agent, input amount, water injection rate, scavenging period, wash number, drying time according to the washing procedure of washing procedure storage module.
Described information collection module also comprises the second washing information collection module, and described second washing information collection module is for collecting the information of washing process.
Described first washing information collection module comprises one or more in clothing information identification module, locating module, pre-washed gross weight detection module, water quality detection module.
Described second washing information collection module comprises dosage of scour and type detection module, Turbidity measurement module, wash in water yield detection module, washings temperature detection module one or more.
Described clothing information identification module is used for identification prerinse clothing being carried out to material, manufacturer, weight, kinds of laundry.
Described locating module is for locating the geographical position residing for washing facility.
Described dosage of scour and type detection module are for detecting the type of washing process washing agent used and corresponding consumption.
Described pre-washed gross weight detection module is for detecting the gross weight previewing clothing.
Turbidity measurement module is for detecting the turbidity change of washing process water.
Washing water yield detection module is used for the water consumption in washing process each stage.
Washings temperature detection module is for detecting water temperature during washing.
Water quality detection module is for detecting washing hardness of water used.
Described first information collection module also comprises several dress material and selects control unit, and described dress material selects control unit to be used for the material of dress material described in artificial selection.
Described information collection module also comprises the 3rd washing information collection module, and described 3rd washing information collection module is for collecting the clean result information after washing.
Described 3rd washing information collection module comprises turbidity judge module, and described turbidity judge module receives washing process Turbidity measurement module and detects the several turbidity data obtained, and judges clean result by turbidity data.
Described turbidity judge module comprises:
Data reception module, receive washing process Turbidity measurement module detect obtain time/turbidity data and washing starts and at the end of turbidity;
Data processing module, processing time/turbidity data, obtain the first derivative of turbidity comparison time or second dervative or higher derivative;
Judge module, when described first derivative or second dervative or higher derivative are outside pre-set threshold value scope time, then judge that clean result is abnormal, when when described first derivative or second dervative or higher derivative are within pre-set threshold value scope, then judge that clean result is normal.
Described 3rd washing information collection module also comprises artificial input module, and the information of described artificial input module input comprises the clean result of clothing and correspondence.
A kind of intelligent washing facility based on large data analysis based on large data analysis of the present invention is shared by washing data, realizes the foundation of washing database; By learning new washing procedure and judging, send security warning to reduce the generation of washing accident.
Be easier to understand the above-mentioned of the application and other features, aspect and advantage with reference to following detailed description.
Accompanying drawing explanation
Fig. 1 is a kind of a kind of structural representation based on data intelligence control system large in the intelligent washing facility of large data analysis based on large data analysis.
Fig. 2 is a kind of another kind of structural representation based on data intelligence control system large in the intelligent washing facility of large data analysis based on large data analysis.
Fig. 3 is a kind of another kind of structural representation based on data intelligence control system large in the intelligent washing facility of large data analysis based on large data analysis.
Fig. 4 is a kind of another kind of structural representation based on data intelligence control system large in the intelligent washing facility of large data analysis based on large data analysis.
Fig. 5 is that turbidity is than the curve map with the time.
Fig. 6 is that turbidity is than the first derivative curve map with the time.
Fig. 7 is that turbidity is than the second derivative plot with the time.
Wherein, Reference numeral is as follows:
Large data intelligence control system 1, high in the clouds computer 3, washing facility 2, control centre 11, communication module 13, information collection module 14, washing procedure control module 12, control unit 145 selected by clothing information identification module 141, locating module 142, pre-washed gross weight detection module 143, water quality detection module 144, dress material.
Detailed description of the invention
For making the object of the embodiment of the present invention, technical scheme and advantage clearly, below in conjunction with the accompanying drawing of the embodiment of the present invention, the technical scheme of the embodiment of the present invention is clearly and completely described.Obviously, described embodiment is a part of embodiment of the present invention, instead of whole embodiments.Based on described embodiments of the invention, other embodiments all that those of ordinary skill in the art obtain under without the need to the prerequisite of creative work, all belong to the scope of protection of the invention.
Unless otherwise defined, technical term used herein or scientific terminology should be in field belonging to the present invention the ordinary meaning that the personage with general technical ability understands." first ", " second " that use in patent application specification of the present invention and claims and similar word do not represent any order, quantity or importance, and are only used to distinguish different parts.Equally, the similar word such as " " or " " does not represent that quantity limits yet, but represents to there is at least one.
As Fig. 1, the invention provides a kind of intelligent washing facility based on large data analysis, washing facility is provided with large data intelligence control system, and large data intelligence control system comprises control centre, communication module, information collection module, washing procedure control module,
Described information collection module, communication module, washing procedure control module are connected with control centre,
Information collection module comprises the first washing information collection module, and described first washing information collection module is for collecting the information before washing;
Control centre receives the washing information that information collection module is collected, and sends washing information by communication module, and described control centre receives washing procedure data and instruction, and changes the data of washing procedure storage module storage according to instruction;
Washing procedure control module receives the first washing information that the first washing information collection module is collected, according to the first washing information be stored in washing procedure control module and with the first washing information washing procedure one to one, control the type of washing agent, input amount, water injection rate, scavenging period, wash number, drying time.
Described first washing information collection module comprises one or more in clothing information identification module, locating module, pre-washed gross weight detection module, water quality detection module.Clothing information identification module is used for identification prerinse clothing being carried out to material, manufacturer, weight, kinds of laundry.Locating module is for locating the geographical position residing for washing facility.Dosage of scour and type detection module are for detecting the type of washing process washing agent used and corresponding consumption.Pre-washed gross weight detection module is for detecting the gross weight previewing clothing.
Communication module sends washing information to high in the clouds computer, and meanwhile, washing procedure data and instruction are sent to control centre by communication module by high in the clouds computer.
By collecting locating information, clothing information, clothing quality information, water quality information, can determine that each washing facility judges the information needed for mode of washing before washing, can adopt different washing methodss.In addition, by the identification of clothing information, different detergent washing clothings is adopted.Also method and the mode of washing can be determined according to the spot of clothing.
For washing machine industry, the current washing information that high in the clouds computer provides according to control centre, provides rational washing scheme, optimizes clean result, this washing scheme is pushed to a kind of intelligent washing facility based on large data analysis as pushed information;
For care agent industry, high in the clouds computer provides the clothing information of active user according to control centre, for user recommends the care agent that is applicable to, care agent inventory is pushed to a kind of intelligent washing facility based on large data analysis as pushed information.
A kind of intelligent washing facility based on large data analysis based on large data analysis of the present invention washs sharing of data by user, realizes the foundation of washing database; By learning new washing procedure and judging, send security warning to reduce the generation of washing accident to user.
As shown in Figure 2, the invention provides a kind of intelligent washing facility based on large data analysis, washing facility is provided with large data intelligence control system, and large data intelligence control system comprises control centre, communication module, information collection module, washing procedure control module
Information collection module comprises the first washing information collection module, and described first washing information collection module is for collecting the information before washing;
Control centre receives the washing information that information collection module is collected, and sends washing information by communication module, and described control centre receives washing procedure data and instruction, and changes the data of washing procedure storage module storage according to instruction;
Washing procedure control module receives the first washing information that the first washing information collection module is collected, according to the first washing information be stored in washing procedure control module and with the first washing information washing procedure one to one, control the type of washing agent, input amount, water injection rate, scavenging period, wash number, drying time.
Described first washing information collection module comprises one or more in clothing information identification module, locating module, pre-washed gross weight detection module, water quality detection module.
Communication module sends washing information to high in the clouds computer, and meanwhile, washing procedure data and instruction are sent to control centre by communication module by high in the clouds computer.
Described first information collection module also comprises several dress material and selects control unit, and described dress material selects control unit to be used for the material of dress material described in artificial selection.Several dress material selects control unit can be remote keying on washing facility or virtual key, also can be the button be arranged on washing facility.When all clothings of washing that needs are put into washing facility, again determined the material of laundry by button.
Further, washing facility of the present invention can also comprise reminding unit, when dress material selects the information of control unit and the identification of clothing identification module to clash, triggers reminding unit, reminds operator's dress material to throw in wrong.Obtain more effective man-machine interaction by this set, can prevent different dress material from washing simultaneously and cause laundry washing effects to reduce.
As Fig. 3, the invention provides a kind of intelligent washing facility based on large data analysis, washing facility is provided with large data intelligence control system, and large data intelligence control system comprises control centre, communication module, information collection module, washing procedure control module,
Information collection module comprises the first washing information collection module, and described first washing information collection module is for collecting the information before washing;
Control centre receives the washing information that information collection module is collected, and sends washing information by communication module, and described control centre receives washing procedure data and instruction, and changes the data of washing procedure storage module storage according to instruction;
Washing procedure control module receives the first washing information that the first washing information collection module is collected, according to the first washing information be stored in washing procedure control module and with the first washing information washing procedure one to one, control the type of washing agent, input amount, water injection rate, scavenging period, wash number, drying time.
Described first washing information collection module comprises one or more in clothing information identification module, locating module, pre-washed gross weight detection module, water quality detection module.
Communication module sends washing information to high in the clouds computer, and meanwhile, washing procedure data and instruction are sent to control centre by communication module by high in the clouds computer.
Information collection module also comprises the second washing information collection module, and described second washing information collection module is for collecting the information of washing process.
Second washing information collection module comprises dosage of scour and type detection module, Turbidity measurement module, wash in water yield detection module, washings temperature detection module one or more.
Clothing information identification module is used for identification prerinse clothing being carried out to material, manufacturer, weight, kinds of laundry.Locating module is for locating the geographical position residing for washing facility.Dosage of scour and type detection module are for detecting the type of washing process washing agent used and corresponding consumption.Pre-washed gross weight detection module is for detecting the gross weight previewing clothing.Turbidity measurement module is for detecting the turbidity change of washing process water.Washing water yield detection module is used for the water consumption in washing process each stage.Washings temperature detection module is for detecting water temperature during washing.Water quality detection module is for detecting washing hardness of water used.
Turbidity measurement module comprise an Emission Lasers, infrared light light or other light light source, for receiving the direct light receiver of laser, infrared light or other light sources, astigmatism receiver and analysis circuit.Testing process is as follows: light source launches Ray Of Light, through the water after washing, wherein a part of light is received by direct light receiver through in test water, the suspended particulate contained in the tested water of another part light is scattered receiver after stopping formation scattering and receives, the information of reception is delivered to analysis circuit by direct light receiver and astigmatism receiver, analysis circuit compares according to astigmatism information and direct light information, again the value after is relatively converted into corresponding turbidity to represent and be sent to control centre, now just can draw granule number contained in unit volume, thus the cleaning performance judging present cloth how, foundation is provided for next step program performs.For preventing temperature on the impact of test result, Turbidity measurement module is also provided with the temperature-compensation circuit utilizing diode and thermistor composition.
As Fig. 4, the invention provides a kind of intelligent washing facility based on large data analysis, washing facility is provided with large data intelligence control system, and large data intelligence control system comprises control centre, communication module, information collection module, washing procedure control module,
Information collection module comprises the first washing information collection module, and described first washing information collection module is for collecting the information before washing;
Control centre receives the washing information that information collection module is collected, and sends washing information by communication module, and described control centre receives washing procedure data and instruction, and changes the data of washing procedure storage module storage according to instruction;
Washing procedure control module receives the first washing information that the first washing information collection module is collected, according to the first washing information be stored in washing procedure control module and with the first washing information washing procedure one to one, control the type of washing agent, input amount, water injection rate, scavenging period, wash number, drying time.
Described first washing information collection module comprises one or more in clothing information identification module, locating module, pre-washed gross weight detection module, water quality detection module.
Communication module sends washing information to high in the clouds computer, and meanwhile, washing procedure data and instruction are sent to control centre by communication module by high in the clouds computer.
Described information collection module also comprises the 3rd washing information collection module, and described 3rd washing information collection module is for collecting the clean result information after washing.
Described 3rd washing information collection module comprises turbidity judge module, and described turbidity judge module receives washing process Turbidity measurement module and detects the several turbidity data obtained, and judges clean result by turbidity data.
Described turbidity judge module comprises:
Data reception module, receive washing process Turbidity measurement module detect obtain time/turbidity data and washing starts and at the end of turbidity;
Data processing module, processing time/turbidity data, obtain the first derivative of turbidity comparison time or second dervative or higher derivative;
Judge module, when described first derivative or second dervative or high-order are led outside pre-set threshold value scope time, then judge that clean result is abnormal, when when described first derivative or second dervative or higher derivative are within pre-set threshold value scope, then judge that clean result is normal.
As the preferred scheme of one, described pre-set threshold value scope is according to rotating speed, and washing agent kind, wash temperature, clothing material, spot type are determined.
As shown in Figure 5, Fig. 5 is turbidity comparison time curve map, and drop into the prerequisite of clothing, turbidity ratio increases sharply, and after a period of time, turbidity gathers way and slows down, and final turbidity almost remains unchanged.Fig. 6 is the first derivative of turbidity comparison time, can find out, the speed that turbidity increases becomes large always, after certain hour, the speed that turbidity increases is to peaking and rapid decline also finally slowly becomes the second dervative that 0, Fig. 7 is turbidity comparison time, can find out, second dervative is positive number in earlier stage, and the later stage is negative, and it will be rapidly negative that positive number keeps within the specific limits.By the first derivative of turbidity comparison time, second dervative, higher derivative can be found out, in washing process, in same rotational speed, identical wash temperature, under adopting identical washing agent condition, for identical material, same spot, its turbidity comparison time curve map, the first derivative curve map of turbidity comparison time, second derivative plot, higher derivative curve map has certain rule, the present inventor is found by a large amount of experiments, the peak value size of first derivative, the positive negative peak of second dervative, as when generation decolouring or when not washing clean, the peak value of first derivative and the peak value of second dervative are all higher than normal value or lower than normal value.
The present invention judges clean result by the derivative of turbidity change curve, such as, when under a wash conditions, adopt specific wool fabric detergent washing wool, setting the turbidity in its washing process than the first derivative of rate of change is between 0.2-0.3, when turbidity exceedes this threshold values than rate of change, as occurred, part-time first derivative values exceeds 0.3 (then may be that washing agent with fabric or spot do not mate lower than 0.2), then the pigment that may occur in wool fabric to be washed to water thus decolours.This is because this wool fabric does not mate with washing agent, employ the dyestuff of comparatively easily decolouring, or wool dyeing in manufacturing process goes wrong, thus there occurs decolouring, dyestuff is attached to particle surface or dye aggregation formation particle makes turbidity raise, the present invention changes the specific information of wool fabric by collecting, and by its supplier of contrast, manufacturer's information, show that the wool clothing of this supplier or manufacturer should adopt new washing methods, as reduced rotating speed or adopting gentleer washing and dehydrating integrated machine or washing agent or add color-fixing agent.Can find out, by first derivative or the higher derivative analysis washing abnormal conditions of the turbidity ratio of a large amount of washing process, thus improve clean result, this system is particularly useful for joining laundromat, significantly can improve laundry effect.
Described 3rd washing information collection module also comprises artificial input module, and the information of described artificial input module input comprises the clean result of clothing and correspondence.As, after having washed, by manual observation clean result, find that cortex laundry washing effects is not good, this clothing of either scans also inputs washing abnormal information.
The above, be only preferred embodiment of the present invention, be not intended to limit protection scope of the present invention.Every equalization done according to content of the present invention changes and modifies, and is all encompassed in the scope of the claims of the present invention.
Claims (9)
1. based on an intelligent washing facility for large data analysis, described washing facility is provided with large data intelligence control system, and described large data intelligence control system comprises control centre, communication module, information collection module, washing procedure control module,
Described information collection module, communication module, washing procedure control module are connected with control centre,
Described information collection module comprises the first washing information collection module, and described first washing information collection module is for collecting the information before washing;
Described control centre receives the washing information that information collection module is collected, and sends washing information by communication module, and described control centre receives washing procedure data and instruction, and changes the data of washing procedure storage module storage according to instruction;
Described washing procedure storage module store the first washing information and with the first washing information washing procedure one to one;
Described washing procedure control module receives the first washing information that the first washing information collection module is collected, and controls the type of washing agent, input amount, water injection rate, scavenging period, wash number, drying time according to the washing procedure of washing procedure storage module.
2. a kind of intelligent washing facility based on large data analysis according to claim 1, it is characterized in that, described information collection module also comprises the second washing information collection module, and described second washing information collection module is for collecting the information of washing process.
3. a kind of intelligent washing facility based on large data analysis according to claim 1, it is characterized in that, described first washing information collection module comprises one or more in clothing information identification module, locating module, pre-washed gross weight detection module, water quality detection module.
4. a kind of intelligent washing facility based on large data analysis according to claim 2, it is characterized in that, described second washing information collection module comprises dosage of scour and type detection module, Turbidity measurement module, wash in water yield detection module, washings temperature detection module one or more.
5. a kind of intelligent washing facility based on large data analysis according to claim 1, it is characterized in that, described first information collection module also comprises several dress material and selects control unit, and described dress material selects control unit to be used for the material of dress material described in artificial selection.
6. a kind of intelligent washing facility based on large data analysis according to claim 1, it is characterized in that, described information collection module also comprises the 3rd washing information collection module, and described 3rd washing information collection module is for collecting the clean result information after washing.
7. a kind of intelligent washing facility based on large data analysis according to claim 6, it is characterized in that, described 3rd washing information collection module comprises turbidity judge module, described turbidity judge module receives washing process Turbidity measurement module and detects the several turbidity data obtained, and judges clean result by turbidity data.
8. a kind of intelligent washing facility based on large data analysis according to claim 7, it is characterized in that, described turbidity judge module comprises:
Data reception module, receive washing process Turbidity measurement module detect obtain time/turbidity data and washing starts and at the end of turbidity;
Data processing module, processing time/turbidity data, obtain the first derivative of turbidity comparison time or second dervative or higher derivative;
Judge module, when described first derivative or second dervative or higher derivative are outside pre-set threshold value scope time, then judge that clean result is abnormal, when when described first derivative or second dervative or higher derivative are within pre-set threshold value scope, then judge that clean result is normal.
9. a kind of intelligent washing facility based on large data analysis according to claim 6, it is characterized in that, described 3rd washing information collection module also comprises artificial input module, and the information of described artificial input module input comprises the clean result of clothing and correspondence.
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