CN108052010A - Intelligent electric appliance method for self regulating, device, computer equipment and storage medium - Google Patents
Intelligent electric appliance method for self regulating, device, computer equipment and storage medium Download PDFInfo
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- CN108052010A CN108052010A CN201711260870.2A CN201711260870A CN108052010A CN 108052010 A CN108052010 A CN 108052010A CN 201711260870 A CN201711260870 A CN 201711260870A CN 108052010 A CN108052010 A CN 108052010A
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- electric appliance
- intelligent electric
- state
- processing center
- intelligent
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- G—PHYSICS
- G05—CONTROLLING; REGULATING
- G05B—CONTROL OR REGULATING SYSTEMS IN GENERAL; FUNCTIONAL ELEMENTS OF SUCH SYSTEMS; MONITORING OR TESTING ARRANGEMENTS FOR SUCH SYSTEMS OR ELEMENTS
- G05B15/00—Systems controlled by a computer
- G05B15/02—Systems controlled by a computer electric
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- G—PHYSICS
- G05—CONTROLLING; REGULATING
- G05B—CONTROL OR REGULATING SYSTEMS IN GENERAL; FUNCTIONAL ELEMENTS OF SUCH SYSTEMS; MONITORING OR TESTING ARRANGEMENTS FOR SUCH SYSTEMS OR ELEMENTS
- G05B19/00—Programme-control systems
- G05B19/02—Programme-control systems electric
- G05B19/418—Total factory control, i.e. centrally controlling a plurality of machines, e.g. direct or distributed numerical control [DNC], flexible manufacturing systems [FMS], integrated manufacturing systems [IMS], computer integrated manufacturing [CIM]
-
- G—PHYSICS
- G05—CONTROLLING; REGULATING
- G05B—CONTROL OR REGULATING SYSTEMS IN GENERAL; FUNCTIONAL ELEMENTS OF SUCH SYSTEMS; MONITORING OR TESTING ARRANGEMENTS FOR SUCH SYSTEMS OR ELEMENTS
- G05B2219/00—Program-control systems
- G05B2219/20—Pc systems
- G05B2219/26—Pc applications
- G05B2219/2642—Domotique, domestic, home control, automation, smart house
Abstract
The invention discloses a kind of intelligent electric appliance method for self regulating, device, computer equipment and readable storage medium storing program for executing, wherein, method includes：Processing center obtains the state parameter of intelligent electric appliance to form state recording；What processing center was analyzed to obtain intelligent electric appliance according to preset algorithm to state recording should locate state；Processing center issues regulating command to control intelligent electric appliance entrance that should locate state to intelligent electric appliance；Method, computer readable storage medium and the equipment of the present invention causes intelligent electric appliance can be with reference to its own status of its historical record automatic adjustment device, intelligent electric appliance is operated or set without user, it not only can be with the intelligence degree of intelligent electric appliance, also user's operation can be saved, improves user experience.
Description
Technical field
The present invention relates to intelligent electric appliance field more particularly to intelligent electric appliance method for self regulating, device, computer equipment and
Storage medium.
Background technology
In the prior art, user is often timed intelligent electric appliance setting, user by estimate set the moment with it is pre-
If the duration between the moment of starting shooting, intelligent electric appliance is set from being set the moment after the duration, intelligent electric appliance start work.
Such as：It sets air-conditioning when user's eight in the morning gos out to start shooting when (i.e. at 7 points in afternoon) gets home after nine hours work, then air-conditioning will
In the afternoon 7 when start shooting on time work.But if user can cause earlier than getting home at 7 points in afternoon at 7 points in afternoon or be later than
Step-up error causes the available machine time of air-conditioning that cannot be adapted to user well and goes home the time.Moreover, setting is timed every time
When, it also needs to set the work filling of intelligent electric appliance, such as：The control temperature of air-conditioning is set.Also, it is such set need daily into
Row, is inconvenient, if user forgets to set, not only intelligent electric appliance can not be automatically into working condition, and working condition is not yet
It can be in accordance with user experience.
The content of the invention
It is a primary object of the present invention to propose that intelligent electric appliance method for self regulating, device, computer equipment and storage are situated between
Matter so that intelligent electric appliance is operated or set to intelligent electric appliance without user, it is possible to be automatically adjusted with reference to its historical record
Its own status can not only improve the intelligence degree of intelligent electric appliance, can also save user's operation, improve user's body
It tests.
According to an aspect of the invention, there is provided a kind of intelligent electric appliance method for self regulating, intelligent electric appliance distribution into
Work(, method include：Processing center obtains the state parameter of intelligent electric appliance to form state recording；Processing center is according to preset algorithm
That is analyzed to obtain intelligent electric appliance to state recording should locate state；Processing center issues regulating command to control to intelligent electric appliance
Intelligent electric appliance entrance should locate state.
Optionally, processing center obtain intelligent electric appliance state parameter to form state recording, including：The processing center cycle
Property according to the state parameter of the intelligent electric appliance got in preset time period form state recording.
Optionally, in processes the heart analyzed to obtain intelligent electric appliance to state recording according to preset algorithm should locate state
Before, method further includes：Judge whether state recording meets preset condition；In the case where meeting preset condition, processing center
Determine state recording is analyzed to obtain according to preset algorithm intelligent electric appliance should locate state；It is being unsatisfactory for the feelings of preset condition
Under condition, intelligent electric appliance is pre-set according to acquiescence into preset state.
Optionally, state parameter includes the time parameter of intelligent electric appliance switching on and shutting down；Processing center obtains the shape of intelligent electric appliance
State parameter to form state recording, including：Processing center obtains the time parameter of intelligent electric appliance switching on and shutting down to form switching on and shutting down note
Record；What processing center was analyzed to obtain intelligent electric appliance according to preset algorithm to state recording should locate state, including：Processing center
The switching on and shutting down time that processing obtains intelligent electric appliance is carried out to switching on and shutting down record according to preset algorithm；Processing center is under intelligent electric appliance
Regulating command is sent out to control intelligent electric appliance entrance that should locate state, including：Processing center to intelligent electric appliance issue switching on and shutting down instruction with
Intelligent electric appliance is controlled to carry out switching on and shutting down in the switching on and shutting down time.
Optionally, time parameter includes：User ID, the SSID of intelligent appliance, MAC Address and intelligent appliance connect network
Time.
Optionally, state parameter includes the running parameter of intelligent electric appliance；Processing center obtains the state parameter of intelligent electric appliance
To form state recording, including：Processing center obtains the running parameter of intelligent electric appliance to form logging；Processing center foundation
What preset algorithm was analyzed to obtain intelligent electric appliance to state recording should locate state, including：Processing center is according to preset algorithm pair
Logging carries out the working condition that processing obtains intelligent electric appliance；Processing center issues regulating command to control intelligence to intelligent electric appliance
Energy electric appliance entrance should locate state, including：Processing center issues working condition adjust instruction to control intelligent electric appliance to intelligent electric appliance
Into working condition.
Optionally, running parameter includes：The operating status of intelligent appliance, the period of intelligent appliance work, intelligent appliance
Date, MAC Address and start number.
Optionally, preset algorithm includes big data sea dupp Computational frame.
According to the second aspect of the invention, a kind of device of intelligent electric appliance self-regulation is provided, device includes：Record mould
Block obtains the state parameter of intelligent electric appliance to form state recording for processing center；Algoritic module, for processing center foundation
What preset algorithm was analyzed to obtain intelligent electric appliance to state recording should locate state；Adjustment module, for should locate based on acquisition
State, processing center issue regulating command to control intelligent electric appliance entrance that should locate state to intelligent electric appliance.
Optionally, logging modle includes：Recording unit, for being got in processing center periodically foundation preset time period
Intelligent electric appliance state parameter formed state recording.
Optionally, device further includes：Judgment module divides state recording according to preset algorithm for the heart in processes
Analysis obtain intelligent electric appliance should locate state before, judge whether state recording meets preset condition；State acquisition module, for
In the case of meeting preset condition, processing center determines that state recording is analyzed to obtain intelligent electric appliance according to preset algorithm
It should locate state；Preset state enters module, in the case where being unsatisfactory for preset condition, intelligent electric appliance to be according to the advance of acquiescence
It sets into preset state.
Optionally, state parameter includes the time parameter of intelligent electric appliance switching on and shutting down；Logging modle is specifically used for：Processing center
The time parameter of intelligent electric appliance switching on and shutting down is obtained to form switching on and shutting down record；Algoritic module is specifically used for：Processing center is according to pre-
Imputation method carries out switching on and shutting down record the switching on and shutting down time that processing obtains intelligent electric appliance；Adjustment module is specifically used for：Based on acquisition
The switching on and shutting down time, processing center issues switching on and shutting down instruction so that intelligent electric appliance to be controlled to be opened in the switching on and shutting down time to intelligent electric appliance
Shutdown.
Optionally, time parameter includes：User ID, the SSID of intelligent appliance, MAC Address and intelligent appliance connect network
Time.
Optionally, state parameter includes the running parameter of intelligent electric appliance；Device further includes：Logging modle is specifically used for：Place
Reason center obtains the running parameter of intelligent electric appliance to form logging；Algoritic module is specifically used for：Processing center is according to default
Algorithm carries out logging the working condition that processing obtains intelligent electric appliance；Adjustment module is specifically used for：Work based on acquisition
State, processing center issue working condition adjust instruction so that intelligent electric appliance to be controlled to enter working condition to intelligent electric appliance.
Optionally, running parameter includes：The operating status of intelligent appliance, the period of intelligent appliance work, intelligent appliance
Date, MAC Address and start number.
Optionally, preset algorithm includes big data sea dupp Computational frame.
According to the third aspect of the present invention, a kind of computer equipment is provided, including memory, processor and is stored in
On memory and the computer program that can run on a processor, processor realize above-mentioned any one method when performing program
Step.
According to the fourth aspect of the present invention, a kind of computer readable storage medium is provided, is stored on storage medium
Computer program, the step of above-mentioned any one method is realized when program is executed by processor.
The present invention has the beneficial effect that：Intelligent electric appliance method for self regulating that the embodiment of the present invention is provided, device, calculating
Machine equipment and storage medium, intelligent electric appliance can combine its historical record automatic adjustment device its own status, without
User is operated or is set to intelligent electric appliance, not only can also be saved user's operation with the intelligence degree of intelligent electric appliance, be carried
High user experience.
Description of the drawings
Fig. 1 is the flow chart being configured in the prior art to intelligent air condition；
Fig. 2 is a kind of FB(flow block) of intelligent electric appliance method for self regulating of first embodiment of the invention；
Fig. 3 is the structure diagram of big data sea dupp Computational frame in the present invention；
Fig. 4 is the self-regulation flow chart that smart home is intelligent air condition；
Fig. 5 is the view that intelligent air condition is trained；
Fig. 6 is a kind of FB(flow block) of the device of intelligent electric appliance self-regulation of second embodiment of the invention.
The object of the invention is realized, the embodiments will be further described with reference to the accompanying drawings for functional characteristics and advantage.
Specific embodiment
It should be appreciated that the specific embodiments described herein are merely illustrative of the present invention, it is not intended to limit the present invention.
In subsequent description, using for representing that the suffix of such as " module ", " component " or " unit " of element is only
Be conducive to the explanation of the present invention, itself there is no a specific meaning.Therefore, " module ", " component " or " unit " can mix
Ground uses.
For the ease of understanding the embodiment of the present invention, the implementation process of the present invention is carried out below by several specific embodiments
Detailed elaboration.
Fig. 1 is the flow chart being configured in the prior art to intelligent air condition.According to Fig. 1, in the prior art, use
Family is often timed intelligent electric appliance setting and working condition is set, if user gets home or postpones to get home in advance, intelligence electricity
Device can not the self-control according to user.Moreover, when being timed setting every time, also need to set the work filling of intelligent electric appliance,
Such as：The control temperature of air-conditioning is set.Also, such set needs to carry out daily, is inconvenient, if user forgets to set,
Not only intelligent electric appliance can not be automatically into working condition, and working condition will not be in accordance with user experience.
In this regard, in the first embodiment of the invention, providing a kind of intelligent electric appliance method for self regulating, intelligent electric appliance has been matched somebody with somebody
It nets successfully, method includes：Processing center obtains the state parameter of intelligent electric appliance to form state recording；Processing center is according to default
What algorithm was analyzed to obtain intelligent electric appliance to state recording should locate state；Processing center to intelligent electric appliance issue regulating command with
Control intelligent electric appliance entrance should locate state.
With regard to this, intelligent electric appliance can be with reference to its own status of its historical record automatic adjustment device, without user
Intelligent electric appliance is operated or is set, not only can user's operation can also be saved, without use with the intelligence degree of intelligent electric appliance
Family is configured intelligent electric appliance, improves user experience.
Specifically, specifically, Fig. 1 is the FB(flow block) of the present embodiment, according to Fig. 1, first embodiment of the invention carries
A kind of intelligent electric appliance method for self regulating supplied, intelligent electric appliance distribution success, method include：
S1：Processing center obtains the state parameter of intelligent electric appliance to form state recording；
The intelligent electric appliance is carried out distribution to access network by user after intelligent electric appliance is purchased, first.Intelligent electric appliance can incite somebody to action
The state parameter of itself is uploaded to processing center to carry out machine learning, state parameter characterization intelligent electric appliance status in real time.
Wherein, the oneself state of intelligent electric appliance includes at least：Whether intelligent electric appliance is in open state and intelligent electric appliance institute
The working condition at place, by taking intelligent air condition as an example：Whether intelligent air condition can be in real time by it in open state and its control temperature
Temperature is uploaded to processing center.
It is uploaded for intelligent electric appliance and the state parameter of itself is uploaded to processing center in real time, in the present embodiment, intelligence
The state parameter of electric appliance needs to be uploaded to cloud platform through gateway, which is sent to processing center again and protected by cloud platform
It deposits to form state recording.Certainly, processing center can obtain state parameter by subscribing to from cloud platform.In the present embodiment simultaneously
The mode for not obtaining state parameter from cloud platform to processing center is defined, it is only needed, which to meet the requirement of the present embodiment, to belong to
In protection scope of the present invention.Wherein, processing center can be backstage operation program.
Optionally, for processing center obtain intelligent electric appliance state parameter to form state recording, including：Processing center
State parameter periodically according to the intelligent electric appliance got in preset time period forms state recording.
Specifically, in the present embodiment, processing center obtains the state parameter of intelligent electric appliance to form state recording, wraps
It includes：Processing center obtains the state parameter of intelligent electric appliance；Processing center is according to the state parameter shape got in preset time period
Into state recording.I.e.:For processing center after the state parameter of intelligent electric appliance is obtained, processing center can be periodically to preset time
The state parameter of interior acquisition is handled, to form state recording.Such as：The processing center shape per week that first three ten days can be obtained
State parameter is handled.
S2：What processing center was analyzed to obtain intelligent electric appliance according to preset algorithm to state recording should locate state；
Based on state recording, processing center can calculate state recording according to preset algorithm, to obtain intelligence electricity
Device should locate state.Specifically, in the present embodiment, state recording is the historical record of the previous status of intelligent electric appliance.
Optimization, the newest state parameter that processing center can be recorded and obtained with bonding state according to preset algorithm is calculated,
It should locate state with obtain intelligent electric appliance, by combining newest state parameter, it is residing at present intelligent electric appliance can be more nearly
State, so as to effectively improve computational accuracy, reduce error.
S3：Processing center issues regulating command to control intelligent electric appliance entrance that should locate state to intelligent electric appliance.
Processing center should be after place's state obtain intelligent electric appliance, it is possible to regulating command is issued to intelligent electric appliance, with control
Intelligent electric appliance processed should locate state into it.So as to which intelligent electric appliance can combine its own institute of its historical record automatic adjustment device
Place's state is operated or set to intelligent electric appliance without user, such as：Intelligent electric appliance can switch record according to its history certainly
It moves and switching on and shutting down is carried out within the corresponding time, whereby, not only can user behaviour can also be saved with the intelligence degree of intelligent electric appliance
Make, intelligent electric appliance is configured without user, improves user experience.
Optionally, in processes the heart analyzed to obtain intelligent electric appliance to state recording according to preset algorithm should locate state
Before, method further includes：Judge whether state recording meets preset condition；In the case where meeting preset condition, processing center
Determine state recording is analyzed to obtain according to preset algorithm intelligent electric appliance should locate state；It is being unsatisfactory for the feelings of preset condition
Under condition, intelligent electric appliance is pre-set according to acquiescence into preset state.
Specifically, based on state recording, processing center according to preset algorithm obtain intelligent electric appliance should locate state before,
Processing center, which also needs whether to meet preset condition to state recording, to be judged, meets the situation of the preset condition in state recording
Under, processing center just can determine that according to preset algorithm and carry out computing based on state recording, should locate shape with obtain intelligent electric appliance
State.But if the state recording is unsatisfactory for the preset condition, intelligent electric appliance intelligence pre-sets entrance according to its own
Preset state, such as：If intelligent air condition generates state parameter not yet or the quantity of state parameter is very few, processing center is caused to obtain
State recording it is very few, then indoors temperature be 27 ° when, the intelligent air condition boot up automatically with start to work.
For state parameter, include the time parameter of intelligent electric appliance switching on and shutting down；Moreover, processing center obtains intelligent electric appliance
State parameter to form state recording, including：Processing center obtains the time parameter of intelligent electric appliance switching on and shutting down to form switch
Machine records；What processing center was analyzed to obtain intelligent electric appliance according to preset algorithm to state recording should locate state, including：Processing
Center carries out switching on and shutting down record according to preset algorithm the switching on and shutting down time that processing obtains intelligent electric appliance；Shape should be located based on acquisition
State, processing center issue regulating command to control intelligent electric appliance entrance that should locate state to intelligent electric appliance, including：Opening based on acquisition
Unused time, processing center issue switching on and shutting down instruction so that intelligent electric appliance to be controlled to be switched in the switching on and shutting down time to intelligent electric appliance
Machine.
I.e.：In the present embodiment, state parameter includes the time parameter of intelligent electric appliance switching on and shutting down, such as：Intelligent air condition is gone through
The history switching on and shutting down time.Processing center can generate start record, that is, generating should after the time parameter of intelligent electric appliance switching on and shutting down is obtained
The time record of intelligent electric appliance history switching on and shutting down.Processing center calculates switching on and shutting down record according to preset algorithm, obtains intelligence
The switching on and shutting down time of energy electric appliance.Optimization, processing center can combine switching on and shutting down record and obtain most according to preset algorithm
The time parameter of new intelligent electric appliance switching on and shutting down is calculated, newest by combining to obtain the switching on and shutting down time of intelligent electric appliance
Intelligent electric appliance switching on and shutting down time parameter, the current state in which of intelligent electric appliance can be more nearly, so as to effective
The computational accuracy of switching on and shutting down time is improved, reduces error.After the switching on and shutting down time of intelligent electric appliance is obtained, processing center will be to
Intelligent electric appliance issues switching on and shutting down instruction, intelligent electric appliance to be controlled to carry out switching on and shutting down in the switching on and shutting down time.So as to be carried out without user
Switching on and shutting down and setting operation, intelligent electric appliance can carry out switching on and shutting down in the corresponding time automatically according to historical record.
In addition, time parameter includes：User ID, the SSID of intelligent appliance, MAC Address and intelligent appliance connection network when
Between.Such as：
Exp{"userId":" 213023213412412 ", " SSID ":" QWWQ1212 ", " mac ":["
ASDFG123456 ", " ASDFG123456 "], " connectTime ":"2017-07-1405:24:53"}.In the present embodiment
It is illustrated by taking the time of intelligent appliance connection network as an example, intelligent electric appliance can be using the network accessed during its distribution success as family
WIFI network.After intelligent electric appliance distribution success, in user during going home, if the mobile terminal connection of user has gone up this
Family's WIFI network then can be considered that user has gone home, then the time point can be as the time parameter that intelligent electric appliance boots up.
Certainly, in user during leaving home, if the mobile terminal of user is disconnected with family's WIFI network, it can be considered user
It has been left home that, then the time point can be as the time parameter that intelligent electric appliance shuts down.
In addition, state parameter may also comprise the running parameter of intelligent electric appliance；Processing center obtains the state ginseng of intelligent electric appliance
It counts to form state recording, including：Processing center obtains the running parameter of intelligent electric appliance to form logging；Processing center according to
That is analyzed to obtain intelligent electric appliance to state recording according to preset algorithm should locate state, including：Processing center is according to preset algorithm
The working condition that processing obtains intelligent electric appliance is carried out to logging；State should be located based on acquisition, processing center is to intelligent electricity
Device issues regulating command to control intelligent electric appliance entrance that should locate state, including：Working condition based on acquisition, processing center is to intelligence
Energy electric appliance issues working condition adjust instruction so that intelligent electric appliance to be controlled to enter working condition.
I.e.：In the present embodiment, state parameter includes the running parameter of intelligent electric appliance, such as：The control temperature of intelligent air condition.
Processing center can generate logging after the running parameter of intelligent electric appliance is obtained, that is, generate intelligent electric appliance history work note
Record, such as：The history control thermograph of air-conditioning.Processing center calculates logging according to preset algorithm, obtains intelligence
The working condition of electric appliance.Optimization, processing center can combine the newest intelligence of logging and acquisition according to preset algorithm
The running parameter of energy electric appliance is calculated, and to obtain the working condition of intelligent electric appliance, passes through the work for combining newest intelligent electric appliance
Make parameter, the current state in which of intelligent electric appliance can be more nearly, so as to effectively improve intelligent electric appliance working condition
Computational accuracy, reduce error.After the working condition of intelligent electric appliance is obtained, processing center will issue work to intelligent electric appliance
State adjust instruction, intelligent electric appliance to be controlled to enter the working condition.So as to operation and work without user's progress working condition
Make the setting operation of state, intelligent electric appliance can be according to historical record automatically into working condition.
For the running parameter, include at least：The operating status of intelligent appliance, the period of intelligent appliance work, intelligence
Date, MAC Address and the start number of energy household electrical appliances.
For preset algorithm, including big data sea dupp Computational frame.Fig. 3 calculates for big data sea dupp in the present invention
The structure diagram of frame, according to Fig. 3, after the state parameter of intelligent electric appliance reports processing center, state parameter all passes through
It converges in HDFS and is analyzed and processed, to be issued into line command.
Specifically, design most crucial in the dupp Computational frame of big data sea is exactly：MapReduce and HDFS.
MapReduce is exactly " decomposition of task and summarizing for result ".HDFS is the distributed document of big data sea dupp Computational frame
The abbreviation of system (Hadoop Distributed File System), basic-level support is provided for Distributed Calculation storage.
HDFS is the storage foundation stone of Distributed Calculation, the distributed file system of big data sea dupp Computational frame and other
Distributed file system has many similar speciality.The basic several features of distributed file system：
1. there is single NameSpace for entire cluster.
2. data consistency.The model that suitable write-once is repeatedly read, client are not successfully created it in file
Before can not see file exist.
3. file can be divided into multiple blocks of files, each blocks of files is allocated storage to back end, and according to
Configuration can be ensured the security of data by duplication blocks of files.
For convenience of the flow for understanding the present embodiment, the scheme of the present embodiment is chatted in detail with specific embodiment herein
It states.
Fig. 4 is the self-regulation flow chart that smart home is intelligent air condition.And in intelligent electric appliance by taking intelligent air condition as an example.
Learnt firstly the need of intelligent air condition is allowd.Wherein, machine learning is a multi-field cross discipline, is related to
And the multi-door subject such as probability theory, statistics, Approximation Theory, convextiry analysis, algorithm complexity theory.Specialize in how computer simulates
Or realize the learning behavior of the mankind, to obtain new knowledge or skills, reorganize the existing structure of knowledge and be allowed to constantly improve
The performance of itself.It is the core of artificial intelligence, is the fundamental way that computer is made to have intelligence, application is throughout artificial intelligence
Every field.
And Boosting algorithms, to a data, M model (such as classification) is established, general this model is fairly simple,
Referred to as the data weighting of last misclassification per subseries is all improved and a little classified again by Weak Classifier (weak learner),
The grader so finally obtained can obtain relatively good achievement in test data and training data.
Gradient Boosting are a kind of methods of Boosting, its main thought is that establishing model each time is
The gradient descent direction of model loss function is being established before.Loss function (loss function) describes model not
Reliable degree, loss function is bigger, then illustrates the easier error of model.If our model can allow loss function lasting
Decline, then illustrate that our model is ceaselessly improving, and best mode is exactly to allow loss function in its gradient
(Gradient) decline on direction.
Specifically, intelligent air condition needs first to judge whether user is in.User opens App, and user is connected WiFi's by App
Information is transmitted to cloud platform.After if user connects WiFi, processing center is monitored equipment to it in real time.Wherein, intelligent electric appliance
It can be using the network accessed during its distribution success as family's WIFI network.
The time parameter that intelligent air condition reports is：User ID, the SSID of intelligent appliance, MAC Address and intelligent appliance connection
The time of network.Specifically, time parameter is：
Exp{"userId":" 213023213412412 ", " SSID ":" QWWQ1212 ", " mac ":["
ASDFG123456 ", " ASDFG123456 "], " connectTime ":"2017-07-1405:24:53"}
By taking intelligent appliance connects network time as an example：After intelligent electric appliance distribution success, in user during going home, such as
Family's WIFI network has been gone up in the mobile terminal connection of fruit user, then can be considered that user has gone home, then front and rear the five of the time point
Minute can be as the time parameter that intelligent electric appliance boots up.Certainly, in user during leaving home, if user
Mobile terminal is disconnected with family WIFI network, then can be considered that user has left home, then front and rear five minutes of the time point can be with
The time parameter to shut down as intelligent electric appliance.
Processing center carries out computing according to the switching on and shutting down record of the time parameter, to obtain the suitable switching on and shutting down time.
Fig. 5 is the view that intelligent air condition is trained；According to Fig. 5, when the user is at home, intelligent air condition is just
The selection of corresponding switching on and shutting down time can be carried out according to the use habit of user and current environment temperature and controls the tune of temperature
Section.
Specifically, processing center can carry out computing according to the logging for the running parameter that intelligent air condition reports, such as：Intelligence
Previous control thermograph, so that intelligent air condition adjusts it to suitable control temperature, wherein, running parameter includes：Intelligence
It can the operating status of household electrical appliances, the period of intelligent appliance work, the date of intelligent appliance, MAC Address and start number.
Such as：VectorAssembler (inputCols=[" indoor temperature ", " small period ", " date of intelligent appliance ", "
Mac ", " start number "], outputCol=" features "), wherein, the date of intelligent appliance can be weekly
Specific one day, such as：Monday.
Processing center carries out computing according to the logging of the time parameter, to obtain suitable control temperature.
Specifically, the processing center state parameter per week that can be obtained to first three ten days is handled, to help Intelligent air
Adjust the status data for predicting next week.
For the switching on and shutting down record and logging of acquisition, intelligent air condition is summarized using DecisionTree, and is tied
It closes data sea dupp Computational frame and carries out computing.
Predicted time section：6-9 months (summer), 11-2 months (winter), other times because parameter set data it is less,
It wouldn't be considered.
Wherein, if intelligent air condition generates state parameter not yet or the quantity of state parameter is very few, processing center is caused to obtain
The state recording obtained is very few, then when temperature is 27 ° indoors, which boots up to start to work automatically.
Specifically, 1, the switching on and shutting down parameter and running parameter of statistics intelligent air condition history, moreover, it is also possible to statistic switch machine
Environmental data and setting data during cycle.
2nd, the switching on and shutting down cycle should include：Start shooting leave in first five minute a machine moment nearest indoor temperature, set temperature,
Setting pattern sets air speed data；The last item indoor temperature, set temperature, Setting pattern in three minutes after start set wind
Fast data；Nearest set temperature, a Setting pattern after start after three minutes, the data that wind speed is set to have altered.
3rd, when the combinations of states occurred in the start periodic recording of single user be more than or equal to its open state combination can
Can property 80% when, be regarded as the air conditioner operation behavior of the user by air-conditioning oneself learning success.
4th, the successful air-conditioning of self study can input the parameter specified by program and be multiplied by specific coefficient, obtain this time
Start shooting moment user it is most-often used air-conditioning setting (setting after start in three minutes), so as to reach the intelligence of the air-conditioning,
Automation, personalization.
5th, when calculating the optimal setting of air-conditioning and before issuing control instruction, directly the air conditioning mode of client can be set
To be automatic, until sending instructions successfully under.
Fig. 6 is a kind of structure diagram of the device of intelligent electric appliance self-regulation of second embodiment of the invention.According to Fig. 6 institutes
Show, second embodiment of the invention provides a kind of device of intelligent electric appliance self-regulation, and device includes：Logging modle, for handling
Center obtains the state parameter of intelligent electric appliance to form state recording；Algoritic module, for processing center according to preset algorithm pair
What state recording was analyzed to obtain intelligent electric appliance should locate state；Adjustment module, for state should to be located based on acquisition, in processing
The heart issues regulating command to control intelligent electric appliance entrance that should locate state to intelligent electric appliance.
Optionally, logging modle includes：Recording unit, for being got in processing center periodically foundation preset time period
Intelligent electric appliance state parameter formed state recording.
Optionally, device further includes：Judgment module divides state recording according to preset algorithm for the heart in processes
Analysis obtain intelligent electric appliance should locate state before, judge whether state recording meets preset condition；State acquisition module, for
In the case of meeting preset condition, processing center determines that state recording is analyzed to obtain intelligent electric appliance according to preset algorithm
It should locate state；Preset state enters module, in the case where being unsatisfactory for preset condition, intelligent electric appliance to be according to the advance of acquiescence
It sets into preset state.
Optionally, state parameter includes the time parameter of intelligent electric appliance switching on and shutting down；Logging modle is specifically used for：Processing center
The time parameter of intelligent electric appliance switching on and shutting down is obtained to form switching on and shutting down record；Algoritic module is specifically used for：Processing center is according to pre-
Imputation method carries out switching on and shutting down record the switching on and shutting down time that processing obtains intelligent electric appliance；Adjustment module is specifically used for：Based on acquisition
The switching on and shutting down time, processing center issues switching on and shutting down instruction so that intelligent electric appliance to be controlled to be opened in the switching on and shutting down time to intelligent electric appliance
Shutdown.
Optionally, time parameter includes：User ID, the SSID of intelligent appliance, MAC Address and intelligent appliance connect network
Time.
Optionally, state parameter includes the running parameter of intelligent electric appliance；Device further includes：Logging modle is specifically used for：Place
Reason center obtains the running parameter of intelligent electric appliance to form logging；Algoritic module is specifically used for：Processing center is according to default
Algorithm carries out logging the working condition that processing obtains intelligent electric appliance；Adjustment module is specifically used for：Work based on acquisition
State, processing center issue working condition adjust instruction so that intelligent electric appliance to be controlled to enter working condition to intelligent electric appliance.
Optionally, running parameter includes：The operating status of intelligent appliance, the period of intelligent appliance work, intelligent appliance
Date, MAC Address and start number.
Optionally, preset algorithm includes big data sea dupp Computational frame.
With regard to this, the acquisition to state parameter is realized by logging modle, state should be located by obtaining it in fact by algoritic module, so
Afterwards, further through adjustment module so that intelligent electric appliance should locate state into this so that intelligent electric appliance can combine its historical record certainly
Its own status of dynamic adjuster, is operated or is set to intelligent electric appliance without user, not only can be with intelligent electric appliance
Intelligence degree can also save user's operation, improve user experience.
Second embodiment of the invention provides a kind of computer readable storage medium, and computer journey is stored on storage medium
Sequence, the step of above-mentioned any one method is realized when program is executed by processor.
Since intelligent electric appliance method for self regulating being described in detail in the first embodiment, so in this reality
It applies and the implementation process of this method is not carried out in example to repeat elaboration.
Second embodiment of the invention provides a kind of computer equipment, including memory, processor and is stored in memory
The step of computer program that is upper and can running on a processor, processor realizes above-mentioned any one method when performing program.
Since intelligent electric appliance method for self regulating being described in detail in the first embodiment, so in this reality
It applies and the implementation process of this method is not carried out in example to repeat elaboration.
It should be noted that herein, term " comprising ", "comprising" or its any other variant are intended to non-row
His property includes, so that process, method, article or device including a series of elements not only include those elements, and
And it further includes other elements that are not explicitly listed or further includes as this process, method, article or device institute inherently
Element.In the absence of more restrictions, the element limited by sentence "including a ...", it is not excluded that including this
Also there are other identical elements in the process of element, method, article or device.
The embodiments of the present invention are for illustration only, do not represent the quality of embodiment.
Through the above description of the embodiments, those skilled in the art can be understood that above-described embodiment side
Method can add the mode of required general hardware platform to realize by software, naturally it is also possible to by hardware, but in many cases
The former is more preferably embodiment.Based on such understanding, technical scheme substantially in other words does the prior art
Going out the part of contribution can be embodied in the form of software product, which is stored in a storage medium
In (such as ROM/RAM, magnetic disc, CD), used including some instructions so that a station terminal (can be mobile phone, computer services
Device, air conditioner or network equipment etc.) method that performs each embodiment of the present invention.
The embodiment of the present invention is described above in conjunction with attached drawing, but the invention is not limited in above-mentioned specific
Embodiment, above-mentioned specific embodiment is only schematical rather than restricted, those of ordinary skill in the art
Under the enlightenment of the present invention, present inventive concept and scope of the claimed protection are not being departed from, can also made very much
Form, these are belonged within the protection of the present invention.
Claims (12)
1. a kind of intelligent electric appliance method for self regulating, which is characterized in that the described method includes：
Processing center obtains the state parameter of the intelligent electric appliance to form state recording；
What the processing center was analyzed to obtain the intelligent electric appliance according to preset algorithm to the state recording should locate state；
The processing center issues regulating command to the intelligent electric appliance should locate state to control described in the intelligent electric appliance entrance.
2. according to the method described in claim 1, it is characterized in that, the processing center obtains the state ginseng of the intelligent electric appliance
It counts to form state recording, including：
The processing center periodically forms state according to the state parameter of the intelligent electric appliance got in preset time period
Record.
3. according to the method described in claim 1, it is characterized in that, in the processing center according to preset algorithm to the state
Record analyzed to obtain the intelligent electric appliance should locate state before, the method further includes：
Judge whether the state recording meets preset condition；
In the case where meeting preset condition, the processing center determines to analyze the state recording according to preset algorithm
Obtain the intelligent electric appliance should locate state；
In the case where being unsatisfactory for preset condition, the intelligent electric appliance is pre-set according to acquiescence into preset state.
4. according to the method described in claim 1, it is characterized in that, the state parameter includes the intelligent electric appliance switching on and shutting down
Time parameter；
The processing center obtains the state parameter of the intelligent electric appliance to form state recording, including：The processing center obtains
The time parameter of the intelligent electric appliance switching on and shutting down is taken to form switching on and shutting down record；
What the processing center was analyzed to obtain the intelligent electric appliance according to preset algorithm to the state recording should locate state,
Including：The processing center carries out the switching on and shutting down record processing acquisition intelligent electric appliance according to the preset algorithm and opens
Unused time；
The processing center issues regulating command to the intelligent electric appliance should locate state to control described in the intelligent electric appliance entrance,
Including：The processing center issues switching on and shutting down instruction to control the intelligent electric appliance in the switching on and shutting down to the intelligent electric appliance
Between carry out switching on and shutting down.
5. according to the method described in claim 4, it is characterized in that, the time parameter includes：User ID, intelligent appliance
The time of SSID, MAC Address and intelligent appliance connection network.
6. according to the method described in claim 1, it is characterized in that, the work that the state parameter includes the intelligent electric appliance is joined
Number；
The processing center obtains the state parameter of the intelligent electric appliance to form state recording, including：The processing center obtains
The running parameter of the intelligent electric appliance is taken to form logging；
What the processing center was analyzed to obtain the intelligent electric appliance according to preset algorithm to the state recording should locate state,
Including：The processing center carries out the logging according to the preset algorithm work that processing obtains the intelligent electric appliance
State；
The processing center issues regulating command to the intelligent electric appliance should locate state to control described in the intelligent electric appliance entrance,
Including：The processing center issues working condition adjust instruction to control described in the intelligent electric appliance entrance to the intelligent electric appliance
Working condition.
7. according to the method described in claim 6, it is characterized in that, the running parameter includes：
The operating status of the intelligent appliance, the intelligent appliance work period, the intelligent appliance date,
MAC Address and start number.
8. method according to any one of claims 1 to 7, which is characterized in that the preset algorithm includes big data sea Du
General Computational frame.
9. a kind of device of intelligent electric appliance self-regulation, which is characterized in that described device includes：
Logging modle obtains the state parameter of the intelligent electric appliance to form state recording for processing center；
Algoritic module analyzes the state recording for processing center foundation preset algorithm to obtain the intelligence electricity
Device should locate state；
Adjustment module, for the state that should locate based on the acquisition, the processing center issues adjusting to the intelligent electric appliance and refers to
Order should locate state to control described in the intelligent electric appliance entrance.
10. device according to claim 9, which is characterized in that the logging modle includes：
Recording unit, for state of the processing center periodically according to the intelligent electric appliance got in preset time period
Parameter forms state recording.
11. a kind of computer equipment, which is characterized in that including memory, processor and be stored on the memory and can be
The computer program run on the processor, the processor are realized any one in claim 1 to 8 when performing described program
The step of item the method.
12. a kind of computer readable storage medium, which is characterized in that computer program is stored on the storage medium, it is described
The step of any one the method in claim 1 to 8 is realized when program is executed by processor.
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