CN108805297A - A kind of intelligence water purifier data analysing method, system - Google Patents
A kind of intelligence water purifier data analysing method, system Download PDFInfo
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- CN108805297A CN108805297A CN201810397280.2A CN201810397280A CN108805297A CN 108805297 A CN108805297 A CN 108805297A CN 201810397280 A CN201810397280 A CN 201810397280A CN 108805297 A CN108805297 A CN 108805297A
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Abstract
The invention discloses a kind of intelligent water purifier data analysing method, systems, include the following steps：Device data statistic procedure generates device data statistical form, and generates user profile according to the use unit in facility information；Operation data statistic procedure, in server generating run data statistic；The managerial integration is sent to management terminal by analysis decision step.Administrator can check the database and managerial integration of each water purifier by management terminal, data support and scientific proposals are provided for the management of water purifier, without the artificial statistical data of administrator and analysis data when especially needing to manage more water purifiers, reduce artificial statistical error, mitigate the working strength of administrator, data have reliability and real-time so that the managerial integration that server obtains is more scientific and effective, realizes the big data management mode of water purifier.
Description
Technical field
The present invention relates to water purifier apparatus field more particularly to a kind of intelligent water purifier data analysing method, systems.
Background technology
Water purifier is the water treatment facilities for carrying out deep purifying processing to water quality according to the requirement to water.Water purifier root
According to different cleaning principle and technique, many types are segmented into, wherein (filtering accuracy exists RO reverse osmosis technologies filtering accuracy height
0.0001 micron), since the aperture of reverse osmosis membrane is 5th/1000000th of hairline, only allow hydrone and dissolved oxygen logical
It crosses, exclusion is trapped to the harmful substances almost all such as impurity contained in water such as pesticide, bacterium, virus, heavy metal, therefore
It is widely used, especially campus, large-scale enterprises and institutions, comprehensive place for sightseeing etc. need a certain number of water purifiers.
But existing water purifier fails to realize the information mutual communication of Networking, when operator runs more water purifiers simultaneously, only
The management of water dispenser and real time monitoring need to expend a large amount of manpowers and time, and artificially statistics is susceptible to error and there are data
Hysteresis quality, and administrator is easy to influence management because data analyze mistake.So corresponding water purifier data point must be developed
Method and system is analysed, realizes the big data management of water purifier.
Invention content
It is an object of the invention to propose a kind of information mutual communication for realizing Networking, data branch is provided for the management of water purifier
It holds and the intelligent water purifier data analysing method of scientific proposals, system.
For this purpose, the present invention uses following technical scheme：
A kind of intelligence water purifier data analysing method, includes the water purifier of more built-in intelligence control systems, the water purification
Machine and server communication connection, the intelligence control system includes sensor assembly and data acquisition module, is included the following steps：
Device data statistic procedure, server generates and stores the identity code of each water purifier, and is recorded in the server
Enter the facility information of each water purifier, facility information and the identity code binding of the water purifier are stored in the server, described
Facility information includes model specification, using unit and installation site, thus in server generation device data statistical form, and according to
Use unit in facility information generates user profile；
The sensor assembly of operation data statistic procedure, the intelligence control system detects the operation number of the water purifier
Operation data and identity code are sent to server according to, the data acquisition module, the server is by operation data and identity
Code binding storage, in server generating run data statistic；
Analysis decision step, server establish the database of each water purifier, each water purifier of the database purchase
The device data statistical form, user profile and operation data statistical form, server are more with analytical database by transferring
A chart obtains the managerial integration of each water purifier, and the managerial integration is sent to management terminal.
Preferably, further include：
Fault data statistic procedure, when water purifier breaks down described in the sensor assembly detection of the intelligence control system
Fault data and identity code are sent to server by the fault data of water purifier, the data acquisition module, and the server will
Fault data and identity code binding storage, the fault data include fault type code, failed part number and failed part
Position, to generate fault data statistical form in server；
In the analysis decision step, fault data statistical form is transferred and analyzed to server：First to fault type according to hair
Raw number is ranked up from more to less, then according to the recurrent fault type of water purifier in the managerial integration addition pair obtained
The maintaining method and application notice answered, and added in the managerial integration that obtains according to the part of water purifier failure frequent occurrence
Corresponding part exchanging Optimizing Suggestions.
Preferably, in the operation data statistic procedure, the operation data is water consumption value, raw water TDS values, water outlet
TDS values, filter core usage time and RO film usage times, the operation data statistical form comprising water consumption change over time sequence,
Raw water TDS values change over time sequence and water outlet TDS values change over time sequence；
In the analysis decision step, operation data statistical form is transferred and analyzed to server：
Sequence analysis is changed over time according to water consumption and goes out water consumption big period and water consumption minor time slice, what is obtained
Managerial integration adds water supply adjusting method at any time；
When analyzing water consumption close to water supply, or water shortage situation occur, replaces and set in the managerial integration addition obtained
Standby specification is reminded；
Sequence is changed over time according to raw water TDS values and water outlet TDS values change over time sequence, analyzes raw water TDS values
Change stability bandwidth and water outlet TDS values change stability bandwidth, when raw water TDS values variation stability bandwidth or water outlet TDS values variation stability bandwidth are super
When crossing predetermined fluctuation rate, the managerial integration addition water quality optimizing obtained is reminded；
When analyzing filter core usage time and reaching preset filter core service life, the managerial integration addition filter core obtained is more
Change prompting；
When analyzing RO film usage times and reaching preset RO films service life, the managerial integration addition RO films obtained are more
Change prompting.
Preferably, further comprising the steps of：
Safeguard that allocation step, the server are transferred and analyzed the user profile and generate maintenance personnel's distribution map, institute
State the water purifier that maintenance personnel's distribution map specifies each maintenance personnel to be responsible for；
When certain water purifier breaks down, the server is according to maintenance personnel's distribution map to corresponding maintenance personnel
Maintenance terminal send safeguard remind.
Preferably, further comprising the steps of：
The fault data statistical form of all water purifiers is transferred and analyzed to inspection planning step, the server：First basis exists
Unit interval internal fault number is from more to less ranked up all water purifiers, then sorts more forward water purifier in unit
Its interior inspection number is more, and to generate inspection planning proposal corresponding with each water purifier, the inspection planning proposal refers to
Fixed inspection number and inspection interval time of each water purifier within the unit interval, and the inspection planning proposal is sent to dimension
Protect terminal；
Set-up procedure is distributed, the server is transferred and analyzed the inspection planning proposal, counts in each unit area
Water purifier inspection number summation, to generate inspection number distribution map, and according to described in inspection number distribution map adjustment
Maintenance personnel's distribution map, the more maintenance personnel of the bigger unit area increase of inspection number summation.
Preferably, a kind of intelligent water purifier data analysis system, includes the water purifier of more built-in intelligence control systems, institute
Water purifier and server communication connection are stated, the intelligence control system includes sensor assembly and data acquisition module；
The sensor assembly of the intelligence control system is used to detect the operation data of the water purifier；
The data acquisition module is used to operation data and identity code being sent to server；
The server includes：
Device data statistical module, the identity code for generating and storing each water purifier, and each water purifier of typing
Facility information and the identity code binding of facility information, the water purifier are stored in the server, and the facility information includes type
Number specification, using unit and installation site, to generate device data statistical form, and given birth to according to the use unit in facility information
At user profile；
Operation data statistical module, for storing operation data and identity code binding, to generating run data statistics
Table；
With analysis decision module, the database for establishing each water purifier, each water purifier of the database purchase
The device data statistical form, user profile and operation data statistical form, by transferring multiple charts with analytical database
The managerial integration of each water purifier is obtained, and the managerial integration is sent to management terminal.
Preferably, the sensor assembly of the intelligence control system is additionally operable to detect the water purification when water purifier breaks down
The fault data of machine；
The data acquisition module is additionally operable to fault data and identity code being sent to server；
Server further includes：
Fault data statistical module, for by fault data and identity code binding storage, the fault data to include failure
Type code, failed part number and failed part position, to generate fault data statistical form；
The analysis decision step is additionally operable to transfer and analyze fault data statistical form：It is first secondary according to occurring to fault type
Number is ranked up from more to less, then corresponding in the managerial integration addition obtained according to the recurrent fault type of water purifier
Maintaining method and application notice, and the part of failure is added in the managerial integration that obtains and is corresponded to frequent occurrence according to water purifier
Part exchanging Optimizing Suggestions.
Preferably, the operation data is water consumption value, raw water TDS values, water outlet TDS values, filter core usage time and RO films
Usage time, the operation data statistical form changes over time sequence comprising water consumption, raw water TDS values change over time sequence and
Water outlet TDS values change over time sequence；
The analysis decision module is additionally operable to transfer and analyze operation data statistical form：
Sequence analysis is changed over time according to water consumption and goes out water consumption big period and water consumption minor time slice, what is obtained
Managerial integration adds water supply adjusting method at any time；
When analyzing water consumption close to water supply, or water shortage situation occur, replaces and set in the managerial integration addition obtained
Standby specification is reminded；
Sequence is changed over time according to raw water TDS values and water outlet TDS values change over time sequence, analyzes raw water TDS values
Change stability bandwidth and water outlet TDS values change stability bandwidth, when raw water TDS values variation stability bandwidth or water outlet TDS values variation stability bandwidth are super
When crossing predetermined fluctuation rate, the managerial integration addition water quality optimizing obtained is reminded；
When analyzing filter core usage time and reaching preset filter core service life, the managerial integration addition filter core obtained is more
Change prompting；
When analyzing RO film usage times and reaching preset RO films service life, the managerial integration addition RO films obtained are more
Change prompting.
Preferably, the server further includes：
It safeguards distribution module, maintenance personnel's distribution map, the maintenance is generated for transferring and analyzing the user profile
Personnel's distribution map specifies the water purifier that each maintenance personnel is responsible for；
When certain water purifier breaks down, according to maintenance personnel's distribution map to the maintenance terminal of corresponding maintenance personnel
It sends and safeguards prompting.
Preferably, the server further includes：
Inspection planning module, the fault data statistical form for transferring and analyzing all water purifiers：First according in unit
Between internal fault number all water purifiers are ranked up from more to less, then sort more forward water purifier within the unit interval its
Inspection number is more, and to generate inspection planning proposal corresponding with each water purifier, the inspection planning proposal specifies each
Inspection number and inspection interval time of the water purifier within the unit interval, and the inspection planning proposal is sent to maintenance eventually
End；
Count net in each unit area for transferring and analyzing the inspection planning proposal with distribution adjustment module
Water dispenser inspection number summation to generate inspection number distribution map, and adjusts the maintenance according to the inspection number distribution map
Personnel's distribution map, the more maintenance personnel of the bigger unit area increase of inspection number summation.
Preferably, the intelligent water purifier of the intelligent water purifier data analysing method, including intelligence control system, the intelligence
Energy control system includes sensor assembly and data acquisition module；
The sensor assembly is used to detect the operation data of the water purifier；
The data acquisition module is used to operation data and identity code being sent to server.
The intelligence water purifier data analysing method is that every water purifier establishes unique identity code, and passes through intelligent control
The operation data of system detectio water purifier, to which server by the tidal data recovering received and generates device data statistical form, use
Family distribution map and operation data statistical form, every water purifier correspond to unique database, is set with analytical database by transferring
Standby data statistic, user profile and operation data statistical form, server are water purifier generation targetedly managerial integration, and
It is sent to management terminal, administrator can check the database and managerial integration of each water purifier by management terminal, be water purifier
Management data be provided support and scientific proposals, administrator's artificial statistical data is not necessarily to when especially needing to manage more water purifiers
With analysis data, artificial statistical error is reduced, mitigates the working strength of administrator, data have reliability and real-time so that
The managerial integration that server obtains is more scientific and effective, realizes the big data management mode of water purifier.
Description of the drawings
The present invention will be further described for attached drawing, but the content in attached drawing does not constitute any limitation of the invention.
Fig. 1 is the intelligent water purifier data analysis system structural schematic diagram of the one of embodiment of the present invention；
Fig. 2 is the intelligent water purifier data analysing method flow chart of the one of embodiment of the present invention；
Fig. 3 is the maintenance suggestion product process figure of the one of embodiment of the present invention；
Fig. 4 is that the water quality optimizing of the one of embodiment of the present invention suggests product process figure；
Fig. 5 is that product process figure is suggested in the maintenance distribution of the one of embodiment of the present invention；
Fig. 6 is the inspection planning proposal product process figure of the one of embodiment of the present invention.
Wherein：Water purifier 1；Server 2；Management terminal 3；Maintenance terminal 4.
Specific implementation mode
Technical solution to further illustrate the present invention below with reference to the accompanying drawings and specific embodiments.
The intelligent water purifier data analysing method of the present embodiment, as shown in Figure 1, including more built-in intelligence control systems
Water purifier 1, the water purifier 1 and the communication connection of server 2, the intelligence control system include sensor assembly and data acquisition
Module, as shown in Fig. 2, including the following steps：
Device data statistic procedure, server 2 generate and store the identity code of each water purifier 1, and in the server 2
Facility information and the identity code binding of the facility information of each water purifier 1 of typing, the water purifier 1 are stored in the server 2,
The facility information includes model specification, using unit and installation site, to generate device data statistical form in server 2,
And user profile is generated according to the use unit in facility information；
The sensor assembly of operation data statistic procedure, the intelligence control system detects the operation number of the water purifier 1
Operation data and identity code are sent to server 2 according to, the data acquisition module, the server 2 is by operation data and body
Part code binding storage, in 2 generating run data statistic of server；
Analysis decision step, server 2 establish the database of each water purifier 1, each water purifier 1 of the database purchase
The device data statistical form, user profile and operation data statistical form, server 2 is by transferring and analytical database
Multiple charts obtain the managerial integration of each water purifier 1, and the managerial integration is sent to management terminal 3.
The intelligence water purifier data analysing method is that every water purifier 1 establishes unique identity code, and passes through intelligent control
The operation data of system detectio water purifier 1 processed, to which server 2 by the tidal data recovering received and generates device data statistics
Table, user profile and operation data statistical form, every water purifier 1 corresponds to unique database, by transferring and analyzing data
Device data statistical form, user profile and the operation data statistical form in library, server 2 are that the generation of water purifier 1 is targetedly managed
Reason is suggested, and is sent to management terminal 3, and administrator can check that the database of each water purifier 1 and management are built by management terminal 3
View provides data support and scientific proposals, without management when especially needing to manage more water purifiers 1 for the management of water purifier 1
The artificial statistical data of member and analysis data, reduce artificial statistical error, mitigate the working strength of administrator, and data have reliability
And real-time so that the managerial integration that server 2 obtains is more scientific and effective, realizes the big data management mode of water purifier 1.Institute
Management terminal 3 and the communication connection of server 2 are stated, the management terminal 3 is loaded with the mobile terminal of management APP application software under being,
Mobile terminal is mobile phone, tablet computer etc., and identity code can be character string or Quick Response Code.
Preferably, as shown in figure 3, further including：
The sensor assembly of fault data statistic procedure, intelligence control system when breaking down of water purifier 1 detects institute
The fault data of water purifier 1 is stated, fault data and identity code are sent to server 2, the service by the data acquisition module
For device 2 by fault data and identity code binding storage, the fault data includes fault type code, failed part number and failure
Part position, to generate fault data statistical form in server 2；
In the analysis decision step, fault data statistical form is transferred and analyzed to server 2：First to fault type according to hair
Raw number is ranked up from more to less, is then added in the managerial integration obtained according to 1 recurrent fault type of water purifier
Corresponding maintaining method and application notice, and according to the part of the failure frequent occurrence of water purifier 1 in the managerial integration obtained
Add corresponding part exchanging Optimizing Suggestions.
The fault data statistical form that server 2 passes through analysis water purifier 1, it is known that 1 recurrent fault type of water purifier
Which is, in preset solution bank or by internet hunt go out corresponding maintaining method and application notice, allows pipe
Reason person has a clear understanding of the maintaining method and application notice of every water purifier 1, convenient for administrator to every water purifier 1 into the hand-manipulating of needle
To the stronger care and maintenance of property；And understand which the part of the failure frequent occurrence of water purifier 1 is, in preset decision
Library goes out corresponding part exchanging Optimizing Suggestions by internet hunt, allows administrator which has a clear understanding of in every water purifier 1
Part is needed replacing needs optimization and upgrading with which part.
Preferably, as shown in figure 4, in the operation data statistic procedure, the operation data is water consumption value, raw water
TDS values, water outlet TDS values, filter core usage time and RO film usage times, the operation data statistical form include water consumption at any time
Change sequence, raw water TDS values change over time sequence and water outlet TDS values change over time sequence；
In the analysis decision step, operation data statistical form is transferred and analyzed to server 2：
Sequence analysis is changed over time according to water consumption and goes out water consumption big period and water consumption minor time slice, what is obtained
Managerial integration adds water supply adjusting method at any time；
When analyzing water consumption close to water supply, or water shortage situation occur, replaces and set in the managerial integration addition obtained
Standby specification is reminded；
Sequence is changed over time according to raw water TDS values and water outlet TDS values change over time sequence, analyzes raw water TDS values
Change stability bandwidth and water outlet TDS values change stability bandwidth, when raw water TDS values variation stability bandwidth or water outlet TDS values variation stability bandwidth are super
When crossing predetermined fluctuation rate, the managerial integration addition water quality optimizing obtained is reminded；
When analyzing filter core usage time and reaching preset filter core service life, the managerial integration addition filter core obtained is more
Change prompting；
When analyzing RO film usage times and reaching preset RO films service life, the managerial integration addition RO films obtained are more
Change prompting.
Server 2 is kept track and is counted to each operation data of water purifier 1, is generated water consumption and is changed over time
Sequence, raw water TDS values change over time sequence and water outlet TDS values change over time sequence, to analyze the operation of water purifier 1
And usage trend, provide data support for the management of water purifier 1.
Server 2 changes over time sequence analysis according to water consumption and goes out water consumption big period and water consumption minor time slice,
To go out corresponding water supply adjusting method at any time in preset solution bank or by internet hunt, the water supply is at any time
Between adjusting method allow administrator understand water purifier 1 it is big in what period water consumption, what period water consumption is small, and how basis
Water supply variation adjusts the working time of water purifier 1, so that water purifier 1 improves water supply in the water demand big period, in water
The amount demand small period reduces water supply.
When analyzing water consumption close to water supply, or water shortage situation occur, the server 2 is sent out to management terminal 3
It replaces specification of equipment to remind, administrator is allowed in time to replace corresponding water purifier 1, it is full to improve the water supply of water purifier 1
The water demand in the foot region.
2 continual analysis raw water TDS values of the server change stability bandwidth and water outlet TDS values change stability bandwidth, as raw water TDS
When value variation stability bandwidth or water outlet TDS values variation stability bandwidth are more than predetermined fluctuation rate, send out water quality optimizing to management terminal 3 and carry
It wakes up, allows administrator to detect the water quality of corresponding water purifier 1 in time, water quality is optimized in time, region user is avoided accidentally to drink
Contaminated water.
The server 2 also counts filter core usage time and RO film usage times, and administrator can be reminded to replace filter core in time
With RO films (i.e. reverse osmosis membrane), be not necessarily to administrator's manual record usage time, avoid administrator forget to replace expired filter core and
RO films and lead to deteriorating water quality.
Preferably, as shown in figure 5, it is further comprising the steps of：
Safeguard that allocation step, the server 2 are transferred and analyzed the user profile and generate maintenance personnel's distribution map, institute
State the water purifier 1 that maintenance personnel's distribution map specifies each maintenance personnel to be responsible for；
When certain water purifier 1 breaks down, the server 2 safeguards people according to maintenance personnel's distribution map to correspondence
The maintenance terminal 4 of member, which is sent, safeguards prompting.
The server 2 is allocated maintenance personnel according to user profile, generates maintenance personnel's distribution map, safeguards people
Member's distribution map specifies each maintenance personnel to be responsible for the water purifier 1 in which region in user profile, that is, carries out gridding and safeguard duty
Appoint and divide, to make water purifier 1 can centralized maintenance.Moreover, when certain water purifier 1 breaks down, server 2 is net according to this
The identity code and maintenance personnel's distribution map of water dispenser 1, the maintenance terminal 4 that maintenance personnel is corresponded to from trend send and safeguard and remind, allow pair
The maintenance personnel answered understands fault condition and is safeguarded in time to water purifier 1 in time, is detected failure by server 2 and is reminded and tieed up
Shield person is not necessarily to administrator liaison maintenance person, and reaction is more rapid, safeguards more quick.The maintenance terminal 4 is loaded with maintenance under being
The mobile terminal of APP application software, mobile terminal are mobile phone, tablet computer etc..
Preferably, as shown in fig. 6, it is further comprising the steps of：
The fault data statistical form of all water purifiers 1 is transferred and analyzed to inspection planning step, the server 2：First basis
All water purifiers 1 are ranked up from more to less in unit interval internal fault number, the water purifier 1 for then sorting more forward is in list
Its inspection number is more in the time of position, and to generate inspection planning proposal corresponding with each water purifier 1, the inspection planning is built
View specifies inspection number and inspection interval time of each water purifier 1 within the unit interval, and the inspection planning proposal is sent out
It send to maintenance terminal 4；
Set-up procedure is distributed, the server 2 is transferred and analyzed the inspection planning proposal, counts in each unit area
1 inspection number summation of water purifier, to generate inspection number distribution map, and according to described in inspection number distribution map adjustment
Maintenance personnel's distribution map, the more maintenance personnel of the bigger unit area increase of inspection number summation.
The server 2 analyzes the fault data statistical form of all water purifiers 1, it is known that unit interval internal fault number compared with
Which more water purifiers 1 are, the unit interval may be configured as one week, one month or a season, hence in unit
Between the more water purifier 1 of internal fault number increase its inspection number and shorten its inspection interval time, such as in one month therefore
It is 6 times that inspection number in one month, which can be arranged, in the most water purifier 1 of barrier number, the adjacent interval of inspection twice 5 days；And at one month
It is 2 times that inspection number in one month, which can be arranged, in the minimum water purifier 1 of internal fault number, the adjacent interval of inspection twice 15 days.To
Maintenance person can formulate the inspection scheme of more science according to inspection planning proposal, improve routing inspection efficiency and inspection quality.
Also, it is total that the server 2 according to inspection planning proposal counts the 1 inspection number of water purifier in each unit area
With generation inspection number distribution map, it is known that the 1 inspection number summation of water purifier of which unit area is larger, the unit area
100 meters of circumference, 1000 meters of circumference etc. are may be configured as, hence for the more dimensions of unit area distribution that inspection number summation is larger
Shield personnel, the smaller unit area of inspection number summation then reduce maintenance personnel's number, by the statistical analysis of inspection big data,
Optimization is adjusted to maintenance personnel's distribution map, keeps the distribution of maintenance personnel more scientific and efficient.
Preferably, a kind of intelligent water purifier data analysis system, as shown in Figure 1, including more built-in intelligence control systems
Water purifier 1, the water purifier 1 and server 2 communication connection, the intelligence control system includes that sensor assembly and data are adopted
Collect module；
The sensor assembly of the intelligence control system is used to detect the operation data of the water purifier 1；
The data acquisition module is used to operation data and identity code being sent to server 2；
The server 2 includes：
Device data statistical module, the identity code for generating and storing each water purifier 1, and each water purifier 1 of typing
Facility information, the water purifier 1 facility information and identity code binding is stored in the server 2, the facility information packet
Include model specification, using unit and installation site, to generate device data statistical form, and it is single according to using in facility information
Position generates user profile；
Operation data statistical module, for storing operation data and identity code binding, to generating run data statistics
Table；
With analysis decision module, the database for establishing each water purifier 1, each water purifier 1 of the database purchase
The device data statistical form, user profile and operation data statistical form, by transferring multiple figures with analytical database
Table obtains the managerial integration of each water purifier 1, and the managerial integration is sent to management terminal 3.
The intelligence water purifier data analysis system is that every water purifier 1 establishes unique identity code, and passes through intelligent control
The operation data of system detectio water purifier 1 processed, to which server 2 by the tidal data recovering received and generates device data statistics
Table, user profile and operation data statistical form, every water purifier 1 corresponds to unique database, by transferring and analyzing data
Device data statistical form, user profile and the operation data statistical form in library, server 2 are that the generation of water purifier 1 is targetedly managed
Reason is suggested, and is sent to management terminal 3, and administrator can check that the database of each water purifier 1 and management are built by management terminal 3
View provides data support and scientific proposals, without management when especially needing to manage more water purifiers 1 for the management of water purifier 1
The artificial statistical data of member and analysis data, reduce artificial statistical error, mitigate the working strength of administrator, and data have reliability
And real-time so that the managerial integration that server 2 obtains is more scientific and effective, realizes the big data management mode of water purifier 1.Institute
Management terminal 3 and the communication connection of server 2 are stated, the management terminal 3 is loaded with the mobile terminal of management APP application software under being,
Mobile terminal is mobile phone, tablet computer etc., and identity code can be character string or Quick Response Code.
Preferably, the sensor assembly of the intelligence control system is additionally operable to detect when water purifier 1 breaks down described net
The fault data of water dispenser 1；
The data acquisition module is additionally operable to fault data and identity code being sent to server 2；
Server 2 further includes：
Fault data statistical module, for by fault data and identity code binding storage, the fault data to include failure
Type code, failed part number and failed part position, to generate fault data statistical form；
The analysis decision step is additionally operable to transfer and analyze fault data statistical form：It is first secondary according to occurring to fault type
Number is ranked up from more to less, then adds corresponding in the managerial integration obtained according to 1 recurrent fault type of water purifier
Maintaining method and application notice, and added in the managerial integration that obtains according to the part of the failure frequent occurrence of water purifier 1
Corresponding part exchanging Optimizing Suggestions.
The fault data statistical form that server 2 passes through analysis water purifier 1, it is known that 1 recurrent fault type of water purifier
Which is, in preset solution bank or by internet hunt go out corresponding maintaining method and application notice, allows pipe
Reason person has a clear understanding of the maintaining method and application notice of every water purifier 1, convenient for administrator to every water purifier 1 into the hand-manipulating of needle
To the stronger care and maintenance of property；And understand which the part of the failure frequent occurrence of water purifier 1 is, in preset decision
Library goes out corresponding part exchanging Optimizing Suggestions by internet hunt, allows administrator which has a clear understanding of in every water purifier 1
Part is needed replacing needs optimization and upgrading with which part.
Preferably, the operation data is water consumption value, raw water TDS values, water outlet TDS values, filter core usage time and RO films
Usage time, the operation data statistical form changes over time sequence comprising water consumption, raw water TDS values change over time sequence and
Water outlet TDS values change over time sequence；
The analysis decision module is additionally operable to transfer and analyze operation data statistical form：
Sequence analysis is changed over time according to water consumption and goes out water consumption big period and water consumption minor time slice, what is obtained
Managerial integration adds water supply adjusting method at any time；
When analyzing water consumption close to water supply, or water shortage situation occur, replaces and set in the managerial integration addition obtained
Standby specification is reminded；
Sequence is changed over time according to raw water TDS values and water outlet TDS values change over time sequence, analyzes raw water TDS values
Change stability bandwidth and water outlet TDS values change stability bandwidth, when raw water TDS values variation stability bandwidth or water outlet TDS values variation stability bandwidth are super
When crossing predetermined fluctuation rate, the managerial integration addition water quality optimizing obtained is reminded；
When analyzing filter core usage time and reaching preset filter core service life, the managerial integration addition filter core obtained is more
Change prompting；
When analyzing RO film usage times and reaching preset RO films service life, the managerial integration addition RO films obtained are more
Change prompting.
Server 2 is kept track and is counted to each operation data of water purifier 1, is generated water consumption and is changed over time
Sequence, raw water TDS values change over time sequence and water outlet TDS values change over time sequence, to analyze the operation of water purifier 1
And usage trend, provide data support for the management of water purifier 1.
Server 2 changes over time sequence analysis according to water consumption and goes out water consumption big period and water consumption minor time slice,
To go out corresponding water supply adjusting method at any time in preset solution bank or by internet hunt, the water supply is at any time
Between adjusting method allow administrator understand water purifier 1 it is big in what period water consumption, what period water consumption is small, and how basis
Water supply variation adjusts the working time of water purifier 1, so that water purifier 1 improves water supply in the water demand big period, in water
The amount demand small period reduces water supply.
When analyzing water consumption close to water supply, or water shortage situation occur, the server 2 is sent out to management terminal 3
It replaces specification of equipment to remind, administrator is allowed in time to replace corresponding water purifier 1, it is full to improve the water supply of water purifier 1
The water demand in the foot region.
2 continual analysis raw water TDS values of the server change stability bandwidth and water outlet TDS values change stability bandwidth, as raw water TDS
When value variation stability bandwidth or water outlet TDS values variation stability bandwidth are more than predetermined fluctuation rate, send out water quality optimizing to management terminal 3 and carry
It wakes up, allows administrator to detect the water quality of corresponding water purifier 1 in time, water quality is optimized in time, region user is avoided accidentally to drink
Contaminated water.
The server 2 also counts filter core usage time and RO film usage times, and administrator can be reminded to replace filter core in time
With RO films (i.e. reverse osmosis membrane), be not necessarily to administrator's manual record usage time, avoid administrator forget to replace expired filter core and
RO films and lead to deteriorating water quality.
Preferably, the server 2 further includes：
It safeguards distribution module, maintenance personnel's distribution map, the maintenance is generated for transferring and analyzing the user profile
Personnel's distribution map specifies the water purifier 1 that each maintenance personnel is responsible for；
When certain water purifier 1 breaks down, the maintenance according to maintenance personnel's distribution map to corresponding maintenance personnel is whole
End 4, which is sent, safeguards prompting.
The server 2 is allocated maintenance personnel according to user profile, generates maintenance personnel's distribution map, safeguards people
Member's distribution map specifies each maintenance personnel to be responsible for the water purifier 1 in which region in user profile, that is, carries out gridding and safeguard duty
Appoint and divide, to make water purifier 1 can centralized maintenance.Moreover, when certain water purifier 1 breaks down, server 2 is net according to this
The identity code and maintenance personnel's distribution map of water dispenser 1, the maintenance terminal 4 that maintenance personnel is corresponded to from trend send and safeguard and remind, allow pair
The maintenance personnel answered understands fault condition and is safeguarded in time to water purifier 1 in time, is detected failure by server 2 and is reminded and tieed up
Shield person is not necessarily to administrator liaison maintenance person, and reaction is more rapid, safeguards more quick.The maintenance terminal 4 is loaded with maintenance under being
The mobile terminal of APP application software, mobile terminal are mobile phone, tablet computer etc..
Preferably, the server 2 further includes：
Inspection planning module, the fault data statistical form for transferring and analyzing all water purifiers 1：First according in unit
Between internal fault number all water purifiers 1 are ranked up from more to less, the water purifier 1 for then sorting more forward is within the unit interval
Its inspection number is more, and to generate inspection planning proposal corresponding with each water purifier 1, the inspection planning proposal is specified each
Inspection number and inspection interval time of the platform water purifier 1 within the unit interval, and the inspection planning proposal is sent to maintenance
Terminal 4；
Count net in each unit area for transferring and analyzing the inspection planning proposal with distribution adjustment module
1 inspection number summation of water dispenser to generate inspection number distribution map, and adjusts the maintenance according to the inspection number distribution map
Personnel's distribution map, the more maintenance personnel of the bigger unit area increase of inspection number summation.
The server 2 analyzes the fault data statistical form of all water purifiers 1, it is known that unit interval internal fault number compared with
Which more water purifiers 1 are, the unit interval may be configured as one week, one month or a season, hence in unit
Between the more water purifier 1 of internal fault number increase its inspection number and shorten its inspection interval time, such as in one month therefore
It is 6 times that inspection number in one month, which can be arranged, in the most water purifier 1 of barrier number, the adjacent interval of inspection twice 5 days；And at one month
It is 2 times that inspection number in one month, which can be arranged, in the minimum water purifier 1 of internal fault number, the adjacent interval of inspection twice 15 days.To
Maintenance person can formulate the inspection scheme of more science according to inspection planning proposal, improve routing inspection efficiency and inspection quality.
Also, it is total that the server 2 according to inspection planning proposal counts the 1 inspection number of water purifier in each unit area
With generation inspection number distribution map, it is known that the 1 inspection number summation of water purifier of which unit area is larger, the unit area
100 meters of circumference, 1000 meters of circumference etc. are may be configured as, hence for the more dimensions of unit area distribution that inspection number summation is larger
Shield personnel, the smaller unit area of inspection number summation then reduce maintenance personnel's number, by the statistical analysis of inspection big data,
Optimization is adjusted to maintenance personnel's distribution map, keeps the distribution of maintenance personnel more scientific and efficient.
Preferably, the intelligent water purifier of the intelligent water purifier data analysing method, including intelligence control system, it is described
Intelligence control system includes sensor assembly and data acquisition module；
The sensor assembly is used to detect the operation data of the water purifier 1；
The data acquisition module is used to operation data and identity code being sent to server 2.
The technical principle of the present invention is described above in association with specific embodiment.These descriptions are intended merely to explain the present invention's
Principle, and it cannot be construed to limiting the scope of the invention in any way.Based on the explanation herein, the technology of this field
Personnel would not require any inventive effort the other specific implementation modes that can associate the present invention, these modes are fallen within
Within protection scope of the present invention.
Claims (10)
1. a kind of intelligence water purifier data analysing method, includes the water purifier of more built-in intelligence control systems, the water purifier
It communicates and connects with server, the intelligence control system includes sensor assembly and data acquisition module, which is characterized in that including
Following steps：
Device data statistic procedure, server generate and store the identity code of each water purifier, and each in the server typing
Facility information and the identity code binding of the facility information of platform water purifier, the water purifier are stored in the server, the equipment
Information includes model specification, using unit and installation site, to generate device data statistical form in server, and according to equipment
Use unit in information generates user profile；
Operation data statistic procedure, the sensor assembly of the intelligence control system detect the operation data of the water purifier, institute
It states data acquisition module and operation data and identity code is sent to server, the server binds operation data and identity code
Storage, in server generating run data statistic；
Analysis decision step, server establish the database of each water purifier, each water purifier of the database purchase it is described
Device data statistical form, user profile and operation data statistical form, server is by transferring multiple figures with analytical database
Table obtains the managerial integration of each water purifier, and the managerial integration is sent to management terminal.
2. intelligence water purifier data analysing method according to claim 1, which is characterized in that further include：
Fault data statistic procedure, the sensor assembly of the intelligence control system detects the water purification when water purifier breaks down
Fault data and identity code are sent to server by the fault data of machine, the data acquisition module, and the server is by failure
Data and identity code binding storage, the fault data includes fault type code, failed part is numbered and failed part position,
To generate fault data statistical form in server；
In the analysis decision step, fault data statistical form is transferred and analyzed to server：It is first secondary according to occurring to fault type
Number is ranked up from more to less, then corresponding in the managerial integration addition obtained according to the recurrent fault type of water purifier
Maintaining method and application notice, and the part of failure is added in the managerial integration that obtains and is corresponded to frequent occurrence according to water purifier
Part exchanging Optimizing Suggestions.
3. intelligence water purifier data analysing method according to claim 1, it is characterised in that：
In the operation data statistic procedure, the operation data is water consumption value, raw water TDS values, water outlet TDS values, filter core make
With time and RO film usage times, the operation data statistical form changes over time sequence, raw water TDS values at any time comprising water consumption
Between change sequence and water outlet TDS values change over time sequence；
In the analysis decision step, operation data statistical form is transferred and analyzed to server：
Sequence analysis is changed over time according to water consumption and goes out water consumption big period and water consumption minor time slice, in the management obtained
It is recommended that adding water supply adjusting method at any time；
When analyzing water consumption close to water supply, or water shortage situation occur, in the managerial integration addition more exchange device rule obtained
Lattice are reminded；
Sequence is changed over time according to raw water TDS values and water outlet TDS values change over time sequence, analyzes the variation of raw water TDS values
Stability bandwidth and water outlet TDS values change stability bandwidth, are more than pre- when raw water TDS values change stability bandwidth or water outlet TDS values variation stability bandwidth
When determining stability bandwidth, the managerial integration addition water quality optimizing obtained is reminded；
When analyzing filter core usage time and reaching preset filter core service life, the managerial integration addition filter element replacing obtained carries
It wakes up；
When analyzing RO film usage times and reaching preset RO films service life, the managerial integration addition RO films replacement obtained carries
It wakes up.
4. intelligence water purifier data analysing method according to claim 2, which is characterized in that further comprising the steps of：
Safeguard that allocation step, the server are transferred and analyzed the user profile and generate maintenance personnel's distribution map, the dimension
Shield personnel's distribution map specifies the water purifier that each maintenance personnel is responsible for；
When certain water purifier breaks down, the server is according to maintenance personnel's distribution map to the dimension of corresponding maintenance personnel
It protects terminal and sends maintenance prompting.
5. intelligence water purifier data analysing method according to claim 4, which is characterized in that further comprising the steps of：
The fault data statistical form of all water purifiers is transferred and analyzed to inspection planning step, the server：First according in unit
Time internal fault number is from more to less ranked up all water purifiers, then sorts more forward water purifier within the unit interval
Its inspection number is more, and to generate inspection planning proposal corresponding with each water purifier, the inspection planning proposal is specified each
Inspection number and inspection interval time of the platform water purifier within the unit interval, and the inspection planning proposal is sent to maintenance eventually
End；
Set-up procedure is distributed, the server is transferred and analyzed the inspection planning proposal, counts net in each unit area
Water dispenser inspection number summation to generate inspection number distribution map, and adjusts the maintenance according to the inspection number distribution map
Personnel's distribution map, the more maintenance personnel of the bigger unit area increase of inspection number summation.
6. a kind of intelligence water purifier data analysis system, includes the water purifier of more built-in intelligence control systems, the water purifier
It communicates and connects with server, the intelligence control system includes sensor assembly and data acquisition module, it is characterised in that：
The sensor assembly of the intelligence control system is used to detect the operation data of the water purifier；
The data acquisition module is used to operation data and identity code being sent to server；
The server includes：
Device data statistical module, the identity code for generating and storing each water purifier, and the equipment of each water purifier of typing
Facility information and the identity code binding of information, the water purifier are stored in the server, and the facility information includes model rule
Lattice, using unit and installation site, to generate device data statistical form, and generated and used according to the use unit in facility information
Family distribution map；
Operation data statistical module, for storing operation data and identity code binding, to generating run data statistic；
With analysis decision module, the database for establishing each water purifier, each water purifier of the database purchase it is described
Device data statistical form, user profile and operation data statistical form are obtained by the multiple charts for transferring with analytical database
The managerial integration of each water purifier, and the managerial integration is sent to management terminal.
7. intelligence water purifier data analysis system according to claim 6, it is characterised in that：
The sensor assembly of the intelligence control system is additionally operable to detect the number of faults of the water purifier when water purifier breaks down
According to；
The data acquisition module is additionally operable to fault data and identity code being sent to server；
Server further includes：
Fault data statistical module, for by fault data and identity code binding storage, the fault data to include fault type
Code, failed part number and failed part position, to generate fault data statistical form；
The analysis decision step is additionally operable to transfer and analyze fault data statistical form：First to fault type according to frequency by
It is more to ranked up less, corresponding maintenance is then added in the managerial integration obtained according to the recurrent fault type of water purifier
Method and application notice, and according to water purifier frequent occurrence failure part obtain managerial integration addition corresponding zero
Part replaces Optimizing Suggestions.
8. intelligence water purifier data analysis system according to claim 6, it is characterised in that：
The operation data is water consumption value, raw water TDS values, water outlet TDS values, filter core usage time and RO film usage times, institute
State that operation data statistical form changes over time sequence comprising water consumption, raw water TDS values change over time sequence and water outlet TDS values with
Time-varying sequence；
The analysis decision module is additionally operable to transfer and analyze operation data statistical form：
Sequence analysis is changed over time according to water consumption and goes out water consumption big period and water consumption minor time slice, in the management obtained
It is recommended that adding water supply adjusting method at any time；
When analyzing water consumption close to water supply, or water shortage situation occur, in the managerial integration addition more exchange device rule obtained
Lattice are reminded；
Sequence is changed over time according to raw water TDS values and water outlet TDS values change over time sequence, analyzes the variation of raw water TDS values
Stability bandwidth and water outlet TDS values change stability bandwidth, are more than pre- when raw water TDS values change stability bandwidth or water outlet TDS values variation stability bandwidth
When determining stability bandwidth, the managerial integration addition water quality optimizing obtained is reminded；
When analyzing filter core usage time and reaching preset filter core service life, the managerial integration addition filter element replacing obtained carries
It wakes up；
When analyzing RO film usage times and reaching preset RO films service life, the managerial integration addition RO films replacement obtained carries
It wakes up.
9. intelligence water purifier data analysis system according to claim 7, it is characterised in that：
The server further includes：
It safeguards distribution module, maintenance personnel's distribution map, the maintenance personnel is generated for transferring and analyzing the user profile
Distribution map specifies the water purifier that each maintenance personnel is responsible for；
When certain water purifier breaks down, sent to the maintenance terminal of corresponding maintenance personnel according to maintenance personnel's distribution map
It safeguards and reminds；
The server further includes：
Inspection planning module, the fault data statistical form for transferring and analyzing all water purifiers：First according within the unit interval
The number of stoppages is from more to less ranked up all water purifiers, more forward water purifier its inspection within the unit interval of then sorting
Number is more, and to generate inspection planning proposal corresponding with each water purifier, the inspection planning proposal specifies each water purification
Inspection number and inspection interval time of the machine within the unit interval, and the inspection planning proposal is sent to maintenance terminal；
With distribution adjustment module the water purifier in each unit area is counted for transferring and analyzing the inspection planning proposal
Inspection number summation to generate inspection number distribution map, and adjusts the maintenance personnel according to the inspection number distribution map
Distribution map, the more maintenance personnel of the bigger unit area increase of inspection number summation.
10. the intelligent water purifier of intelligence water purifier data analysing method according to claim 1, it is characterised in that：Including
Intelligence control system, the intelligence control system include sensor assembly and data acquisition module；
The sensor assembly is used to detect the operation data of the water purifier；
The data acquisition module is used to operation data and identity code being sent to server.
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