CN108826595A - A kind of control method and system of air purifier - Google Patents
A kind of control method and system of air purifier Download PDFInfo
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- CN108826595A CN108826595A CN201810383529.4A CN201810383529A CN108826595A CN 108826595 A CN108826595 A CN 108826595A CN 201810383529 A CN201810383529 A CN 201810383529A CN 108826595 A CN108826595 A CN 108826595A
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- F—MECHANICAL ENGINEERING; LIGHTING; HEATING; WEAPONS; BLASTING
- F24—HEATING; RANGES; VENTILATING
- F24F—AIR-CONDITIONING; AIR-HUMIDIFICATION; VENTILATION; USE OF AIR CURRENTS FOR SCREENING
- F24F11/00—Control or safety arrangements
- F24F11/62—Control or safety arrangements characterised by the type of control or by internal processing, e.g. using fuzzy logic, adaptive control or estimation of values
- F24F11/63—Electronic processing
-
- F—MECHANICAL ENGINEERING; LIGHTING; HEATING; WEAPONS; BLASTING
- F24—HEATING; RANGES; VENTILATING
- F24F—AIR-CONDITIONING; AIR-HUMIDIFICATION; VENTILATION; USE OF AIR CURRENTS FOR SCREENING
- F24F11/00—Control or safety arrangements
- F24F11/50—Control or safety arrangements characterised by user interfaces or communication
-
- F—MECHANICAL ENGINEERING; LIGHTING; HEATING; WEAPONS; BLASTING
- F24—HEATING; RANGES; VENTILATING
- F24F—AIR-CONDITIONING; AIR-HUMIDIFICATION; VENTILATION; USE OF AIR CURRENTS FOR SCREENING
- F24F11/00—Control or safety arrangements
- F24F11/50—Control or safety arrangements characterised by user interfaces or communication
- F24F11/56—Remote control
- F24F11/58—Remote control using Internet communication
-
- F—MECHANICAL ENGINEERING; LIGHTING; HEATING; WEAPONS; BLASTING
- F24—HEATING; RANGES; VENTILATING
- F24F—AIR-CONDITIONING; AIR-HUMIDIFICATION; VENTILATION; USE OF AIR CURRENTS FOR SCREENING
- F24F11/00—Control or safety arrangements
- F24F11/62—Control or safety arrangements characterised by the type of control or by internal processing, e.g. using fuzzy logic, adaptive control or estimation of values
- F24F11/63—Electronic processing
- F24F11/64—Electronic processing using pre-stored data
-
- F—MECHANICAL ENGINEERING; LIGHTING; HEATING; WEAPONS; BLASTING
- F24—HEATING; RANGES; VENTILATING
- F24F—AIR-CONDITIONING; AIR-HUMIDIFICATION; VENTILATION; USE OF AIR CURRENTS FOR SCREENING
- F24F2110/00—Control inputs relating to air properties
- F24F2110/50—Air quality properties
-
- Y—GENERAL TAGGING OF NEW TECHNOLOGICAL DEVELOPMENTS; GENERAL TAGGING OF CROSS-SECTIONAL TECHNOLOGIES SPANNING OVER SEVERAL SECTIONS OF THE IPC; TECHNICAL SUBJECTS COVERED BY FORMER USPC CROSS-REFERENCE ART COLLECTIONS [XRACs] AND DIGESTS
- Y02—TECHNOLOGIES OR APPLICATIONS FOR MITIGATION OR ADAPTATION AGAINST CLIMATE CHANGE
- Y02B—CLIMATE CHANGE MITIGATION TECHNOLOGIES RELATED TO BUILDINGS, e.g. HOUSING, HOUSE APPLIANCES OR RELATED END-USER APPLICATIONS
- Y02B30/00—Energy efficient heating, ventilation or air conditioning [HVAC]
- Y02B30/70—Efficient control or regulation technologies, e.g. for control of refrigerant flow, motor or heating
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- Engineering & Computer Science (AREA)
- Signal Processing (AREA)
- Chemical & Material Sciences (AREA)
- Combustion & Propulsion (AREA)
- Mechanical Engineering (AREA)
- General Engineering & Computer Science (AREA)
- Physics & Mathematics (AREA)
- Fuzzy Systems (AREA)
- Mathematical Physics (AREA)
- Human Computer Interaction (AREA)
- Air Conditioning Control Device (AREA)
Abstract
The invention discloses a kind of control method of air purifier, the method includes：Obtain the multiple groups working time segment information of an air purifier；To the multiple groups working time segment information, cluster algorithm is run, the most used working time section of the air purifier is obtained；According to the most used working time section, an automation adjustment behavior is carried out to the switch state of the air purifier, air purifier can be controlled humanizedly, bring better experience effect to user.
Description
Technical field
The invention belongs to Smart Home technical field, in particular to the control method of air purifier and cloud server and
System.
Background technique
In the prior art, the air detection chip of auxiliary is usually used in the automatic control function of Intelligent air purifier
Or equipment carries out data acquisition, when detecting that air changes in current environment, Intelligent air purifier can automatically turn on,
Close and adjust wind speed.But it is single acquire data by auxiliary air detection chip or equipment, not to user
Whether referred at present in the information such as rest, rest state, often will appear and bother the situations such as user's rest, give user with
Carry out bad experience.
Therefore, air purifier is controlled how more humanizedly, is brought better experience effect to user, is become urgently
It solves the problems, such as.
Summary of the invention
In consideration of it, the purpose of the present invention is to provide a kind of control method of air purifier and cloud server and being
System, can control air purifier humanizedly, bring better experience effect to user.
According to foregoing invention purpose, the present invention provides a kind of control method of air purifier, the method includes：
S1, the multiple groups working time segment information for obtaining an air purifier；
S2, to the multiple groups working time segment information, run cluster algorithm, obtain the use most frequency of the air purifier
Numerous working time section；
S3, one automation of switch state progress according to the most used working time section, to the air purifier
Adjustment behavior.
Preferably, the method also includes：The cluster algorithm includes K-MEANS algorithm.
Preferably, the method also includes：
The monitoring information that air purifier is sent is received, the monitoring information includes the quality information of present air；
According to the quality information of the present air, intervene the automation adjustment behavior of the step S3.
Preferably, the automation adjustment behavior for intervening the step S3 includes：
If current time is in the most used working time section, and the quality information of present air is lower than a preset air
When quality threshold, the air purifier is opened；
If current time is not in the most used working time section, and the quality information of present air is lower than a default sky
When gas quality threshold, remind whether user opens the air purifier；
If current time is in the most used working time section, and the quality information of present air is higher than a preset air
When quality threshold, the air purifier is closed；
If current time is not in the most used working time section, and the quality information of present air is higher than a default sky
When gas quality threshold, the air purifier is closed.
Preferably, the step S1 further includes：
Obtain the corresponding air speed data information of every group of working time segment information of an air purifier.
Preferably, the step S1 is specifically included：
The working time segment information and corresponding air speed data information, the working time section for recording the air purifier are believed
Breath includes available machine time and unused time；
Save the working time segment information and air speed data information.
According to foregoing invention purpose, the present invention provides a kind of cloud server, including：
Module is obtained, the multiple groups working time segment information of an air purifier is obtained；
Analysis module runs cluster algorithm, obtains making for the air purifier to the multiple groups working time segment information
With most frequent working time section；
Control module carries out one to the switch state of the air purifier according to the most used working time section
Automate adjustment behavior.
Preferably, the cloud server further includes air monitering module, for receiving the monitoring of air purifier transmission
Information, the monitoring information include the quality information of present air, and according to the intervention of the quality information of the present air
The automation of control module adjusts behavior.
Preferably, the control module includes：
First execution unit, if current time in the most used working time section, and the quality information of present air
When lower than a preset air quality threshold, the air purifier is opened；
Second execution unit, if current time not in the most used working time section, and the quality letter of present air
When breath is lower than a preset air quality threshold, remind whether user opens the air purifier；
Third execution unit, if current time in the most used working time section, and the quality information of present air
When higher than a preset air quality threshold, the air purifier is closed；
4th execution unit, if current time not in the most used working time section, and the quality letter of present air
When breath is higher than a preset air quality threshold, the air purifier is closed.
According to foregoing invention purpose, the present invention provides a kind of control system of air purifier, and the system comprises at least
One air purifier and cloud server as described above.
Compared with prior art, the control method of air purifier provided by the invention and cloud server and system, tool
There is following beneficial effect：Study analysis is carried out to the historical data information of Intelligent air purifier, user is analyzed and uses intelligence
The acquired behavior of air purifier, to be opened according to the acquired behavior of user and current air quality information for user
With closing air purifier, and the wind speed of adjusting air purifier, make the more intelligent and human nature of use of air purifier
Change, also reduces the behavior that Intelligent air purifier is frequently manually operated in user, bring good experience to user.
Detailed description of the invention
Below by clearly understandable mode, preferred embodiment is described with reference to the drawings, the control to a kind of air purifier
Method processed and cloud server and above-mentioned characteristic, technical characteristic, advantage and its implementation of system are further described.
Fig. 1 is a kind of flow chart of the control method of air purifier of the present invention；
Fig. 2 is a kind of composed structure schematic diagram of cloud server of the present invention；
Fig. 3 is a kind of composed structure schematic diagram of the control system of air purifier of the present invention.
Specific embodiment
In order to more clearly explain the embodiment of the invention or the technical proposal in the existing technology, Detailed description of the invention will be compareed below
A specific embodiment of the invention.It should be evident that drawings in the following description are only some embodiments of the invention, for
For those of ordinary skill in the art, without creative efforts, it can also be obtained according to these attached drawings other
Attached drawing, and obtain other embodiments.
To make simplified form, part related to the present invention is only schematically shown in each figure, they are not represented
Its practical structures as product.In addition, there is identical structure or function in some figures so that simplified form is easy to understand
Component only symbolically depicts one of those, or has only marked one of those.Herein, "one" is not only indicated
" only this ", can also indicate the situation of " more than one ".
As shown in Figure 1, according to one embodiment of present invention, a kind of control method of air purifier, the method packet
It includes：
S1, the multiple groups working time segment information for obtaining an air purifier；
S2, to the multiple groups working time segment information, run cluster algorithm, obtain the use most frequency of the air purifier
Numerous working time section；
S3, one automation of switch state progress according to the most used working time section, to the air purifier
Adjustment behavior.
A specific embodiment of the invention, the method also includes：The cluster algorithm is K-MEANS algorithm.K-
MEANS cluster algorithm is a kind of indirect clustering method based on similarity measurement between sample, belongs to unsupervised learning method.
This algorithm is divided into k cluster using k as parameter, n object, so that similarity with higher in cluster, and the similarity between cluster
It is lower.The calculating of similarity is according to the average value of object in a cluster（It is counted as the center of gravity of cluster）Come carry out.This algorithm first with
Machine selects k object, and each object represents the mass center of a cluster.For remaining each object, according to the object and respectively
The distance between mass center is clustered, it is assigned in cluster most like therewith.Then, the new mass center of each cluster is calculated.Weight
The multiple above process, until criterion function is restrained.K-MEANS cluster algorithm is a kind of moving for more typical pointwise modification iteration
State clustering algorithm, main points are using error sum of squares as criterion function.The present invention exactly utilizes K-MEANS cluster algorithm,
The working time segment information for obtaining the history of air purifier carries out study analysis to these data informations, obtains air purification
The most used working time section of device, and according to most frequent working time section, and the quality of present air is combined to believe
Breath, with realize to air purifier control, make air purifier using more humane.
A specific embodiment of the invention, the method also includes：The monitoring information that air purifier is sent is received, it is described
Monitoring information includes the quality information of present air；According to the quality information of the present air, intervene the step S3 oneself
Dynamicization adjustment behavior.Air purifier monitors the quality of present air, and monitoring information is sent to cloud server, the monitoring
Information includes the quality information of present air.Cloud server obtains the monitoring information, dry according to the quality information of present air
The automation of the pre- step S3 adjusts behavior.
A specific embodiment of the invention, the automation adjustment behavior for intervening the step S3 include：If when current
Between in the most used working time section, and when the quality information of present air is lower than a preset air quality threshold,
Open the air purifier, for example, if current time in the most used working time section, and the matter of present air
When amount information is difference, the air purifier is opened.If current time is worked as not in the most used working time section
When the quality information of preceding air is lower than a preset air quality threshold, remind whether user opens the air purifier, if working as
Whether the preceding time not in the most used working time section, and when the quality information of present air is difference, reminds user
The air purifier is opened, to improve current air mass.If current time in the most used working time section,
And the quality information of present air be higher than a preset air quality threshold when, the air purifier is closed, for example, if when current
Between in the most used working time section, and when the quality information of present air is good, close the air purifier,
Resource is saved for user.If current time is not in the most used working time section, and the quality information of present air
When higher than a preset air quality threshold, the air purifier is closed, if current time is in the not described the most used work
Make the period, and when the quality information of present air is good, closes the air purifier.
Specifically, the step S1 further includes：Obtain the corresponding wind of every group of working time segment information of an air purifier
Fast data information.The working time segment information of record air purifier and corresponding air speed data information, the working time
Segment information includes available machine time and unused time.When air purifier startup and shutdown, when recording the booting of air purifier
Between and the unused time.And it records under the work at present time, the air speed data information of air purifier.The air purifier is by institute
It states working time segment information and air speed data information is sent to cloud server.When the cloud server saves the work
Between segment information and air speed data information.Through record after a period of time, it is net that multiple groups air is stored in the cloud server
Change the working time segment information and air speed data information of device.The data object of analysis is provided for K-MEANS cluster algorithm.
The cloud server obtains the working time segment information and air speed data information of air purifier.According to K-
MEANS cluster algorithm, using the working time segment information of n group air purifier and air speed data information as data object,
And arbitrarily select k group data object as initial cluster center from the n group data object.Obtain the equal of every group of data object
Value obtains the central value of clustering object, calculates every group of data object at a distance from these central values, and according to minimum range,
Again corresponding data object is divided, it is, calculating every group of data object in the k group data object
The difference of center value, and corresponding data object is repartitioned according to minimal difference, and form initial cluster result, it is complete
At an iteration.Data object after repartitioning, if central value changes, to the data pair of central value variation
As recalculating its average value.Iteration process changes central value, until calculated new central value is equal to former central value
Or when being less than specified threshold, then it represents that function convergence, algorithm are completed, and the new central value is exactly the air purifier
The most used working time section and corresponding wind speed parameter.
By the technical solution, study analysis is carried out to the historical data information of Intelligent air purifier, analyzes user
Using the acquired behavior of Intelligent air purifier, to be according to the acquired behavior of user and current air quality information
User opens and closes air purifier, and adjusts the wind speed of air purifier, keeps the use of air purifier more intelligent
Change and humanized, also reduces the behavior that Intelligent air purifier is frequently manually operated in user, bring good experience to user.
As shown in Fig. 2, one embodiment of the invention, a kind of cloud server, including：
Module 20 is obtained, the multiple groups working time segment information of an air purifier is obtained；
Analysis module 21 runs cluster algorithm, obtains the air purifier to the multiple groups working time segment information
The most used working time section；
Control module 22 carries out the switch state of the air purifier according to the most used working time section
One automation adjustment behavior.
In the acquisition module, the corresponding air speed data of every group of working time segment information of an air purifier is also obtained
Information.It is described obtain module obtain the air purifier working time segment information and corresponding air speed data information, institute
Stating working time section information includes available machine time and unused time.Through record after a period of time, multiple groups air purification is stored
The working time segment information and air speed data information of device.The data object of analysis is provided for K-MEANS cluster algorithm.
In the analysis module, the cluster algorithm includes K-MEANS algorithm.According to K-MEANS clustering
Algorithm, using the working time segment information of n group air purifier and air speed data information as data object, and from the n group number
According to arbitrarily selected in object k group data object as initial cluster center.The central value for obtaining every group of data object, in the k
In group data object, calculate the difference of every group of data object and central value, and according to minimal difference to corresponding data object into
Row is repartitioned, and forms initial cluster result, completes an iteration.Data object after repartitioning, if in
Center value changes, then recalculates its average value to the data object of central value variation.Iteration process changes center
Value, until when calculated new central value is equal to former central value or is less than specified threshold, then it represents that function convergence, algorithm are complete
At, the new central value be exactly the air purifier the most used working time section and corresponding wind speed parameter.
A specific embodiment of the invention, the cloud server further includes air monitering module, net for receiving air
Change the monitoring information that device is sent, the monitoring information includes the quality information of present air, and according to the matter of the present air
Amount information intervenes the automation adjustment behavior of the control module.
Control module carries out the switch state of the air purifier according to the most used working time section
One automation adjustment behavior.A specific embodiment of the invention, the control module execute list including the first execution unit, second
Member, third execution unit and the 4th execution unit.In first execution unit, if current time is described the most used
Working time section, and the quality information of present air be lower than a preset air quality threshold when, open the air purifier.
In second execution unit, if current time not in the most used working time section, and the matter of present air
When measuring information lower than a preset air quality threshold, remind whether user opens the air purifier.It is executed in the third
In unit, if current time, in the most used working time section, and to be higher than one default for the quality information of present air
When air quality threshold, the air purifier is closed.In the 4th execution unit, if current time is not in the use
Most frequent working time section, and the quality information of present air be higher than a preset air quality threshold when, close the air
Clarifier.
By the technical solution, keep the use of Intelligent air purifier more intelligent and humanized, also reduces user's frequency
The behavior of numerous manual operation Intelligent air purifier, more user bring good experience.
As shown in figure 3, one embodiment of the invention, a kind of control system of air purifier, the system comprises at least
One air purifier 30 and cloud server as described above 31.Specifically, the air purifier records working time section
Information and the corresponding air speed data information of every group of working time segment information.The working time section information includes the available machine time
And the unused time.Working time segment information and air speed data information are sent to the cloud server by the air purifier.
The cloud server storage working time segment information and air speed data information.By the record of multiple data, the cloud clothes
Business device obtains the multiple groups working time segment information and the corresponding air speed data letter of every group of working time segment information of air purifier
Breath.The cloud server runs K-MEANS cluster algorithm, obtains the sky to the multiple groups working time segment information
The most used working time section of gas purifier, it is net to the air according to the most used working time section
The switch state for changing device carries out an automation adjustment behavior.
In conclusion according to the technical solution of the present invention, making the more intelligent and human nature of use of Intelligent air purifier
Change, more user brings good experience.
It should be noted that above-described embodiment can be freely combined as needed.The above is only of the invention preferred
Embodiment, it is noted that for those skilled in the art, in the premise for not departing from the principle of the invention
Under, several improvements and modifications can also be made, these modifications and embellishments should also be considered as the scope of protection of the present invention.
Claims (10)
1. a kind of control method of air purifier, which is characterized in that the method includes：
S1, the multiple groups working time segment information for obtaining an air purifier；
S2, to the multiple groups working time segment information, run cluster algorithm, obtain the use most frequency of the air purifier
Numerous working time section；
S3, one automation of switch state progress according to the most used working time section, to the air purifier
Adjustment behavior.
2. the control method of air purifier as described in claim 1, which is characterized in that the method also includes：It is described poly-
Alanysis algorithm includes K-MEANS algorithm.
3. the control method of air purifier as described in claim 1, which is characterized in that the method also includes：
The monitoring information that air purifier is sent is received, the monitoring information includes the quality information of present air；
According to the quality information of the present air, intervene the automation adjustment behavior of the step S3.
4. the control method of air purifier as claimed in claim 3, which is characterized in that it is described intervene the step S3 from
Dynamicization adjustment behavior includes：
If current time is in the most used working time section, and the quality information of present air is lower than a preset air
When quality threshold, the air purifier is opened；
If current time is not in the most used working time section, and the quality information of present air is lower than a default sky
When gas quality threshold, remind whether user opens the air purifier；
If current time is in the most used working time section, and the quality information of present air is higher than a preset air
When quality threshold, the air purifier is closed；
If current time is not in the most used working time section, and the quality information of present air is higher than a default sky
When gas quality threshold, the air purifier is closed.
5. the control method of air purifier as described in claim 1, which is characterized in that the step S1 further includes：
Obtain the corresponding air speed data information of every group of working time segment information of an air purifier.
6. the control method of air purifier as claimed in claim 5, which is characterized in that the step S1 is specifically included：
The working time segment information and corresponding air speed data information, the working time section for recording the air purifier are believed
Breath includes available machine time and unused time；
Save the working time segment information and air speed data information.
7. a kind of cloud server, which is characterized in that including：
Module is obtained, the multiple groups working time segment information of an air purifier is obtained；
Analysis module runs cluster algorithm, obtains making for the air purifier to the multiple groups working time segment information
With most frequent working time section；
Control module carries out one to the switch state of the air purifier according to the most used working time section
Automate adjustment behavior.
8. cloud server as claimed in claim 7, which is characterized in that the cloud server further includes air monitering mould
Block, for receiving the monitoring information of air purifier transmission, the monitoring information includes the quality information of present air, and according to
The quality information of the present air intervenes the automation adjustment behavior of the control module.
9. cloud server as claimed in claim 8, which is characterized in that the control module includes：
First execution unit, if current time in the most used working time section, and the quality information of present air
When lower than a preset air quality threshold, the air purifier is opened；
Second execution unit, if current time not in the most used working time section, and the quality letter of present air
When breath is lower than a preset air quality threshold, remind whether user opens the air purifier；
Third execution unit, if current time in the most used working time section, and the quality information of present air
When higher than a preset air quality threshold, the air purifier is closed；
4th execution unit, if current time not in the most used working time section, and the quality letter of present air
When breath is higher than a preset air quality threshold, the air purifier is closed.
10. a kind of control system of air purifier, which is characterized in that the system comprises at least one air purifier and such as
Any cloud server of claim 7-9.
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