CN106873528A - A kind of Repairing of Numerically Controlled Machine Tool reliability data acquisition system and method - Google Patents
A kind of Repairing of Numerically Controlled Machine Tool reliability data acquisition system and method Download PDFInfo
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- CN106873528A CN106873528A CN201710240069.5A CN201710240069A CN106873528A CN 106873528 A CN106873528 A CN 106873528A CN 201710240069 A CN201710240069 A CN 201710240069A CN 106873528 A CN106873528 A CN 106873528A
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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
- G05B19/18—Numerical control [NC], i.e. automatically operating machines, in particular machine tools, e.g. in a manufacturing environment, so as to execute positioning, movement or co-ordinated operations by means of programme data in numerical form
- G05B19/406—Numerical control [NC], i.e. automatically operating machines, in particular machine tools, e.g. in a manufacturing environment, so as to execute positioning, movement or co-ordinated operations by means of programme data in numerical form characterised by monitoring or safety
- G05B19/4065—Monitoring tool breakage, life or condition
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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
- G05B2219/00—Program-control systems
- G05B2219/30—Nc systems
- G05B2219/37—Measurements
- G05B2219/37616—Use same monitoring tools to monitor tool and workpiece
Abstract
The invention discloses a kind of Repairing of Numerically Controlled Machine Tool reliability data acquisition system and method, the system includes that several are used to gather the portable mobile terminal of lathe maintenance reliability data, and the data center for being received to data and analyzed and processed, the mobile terminal includes input module for gathered data typing, module, the display screen for man-machine interaction and wireless communication module for carrying out network communication with the data center, and a kind of method for carrying out maintenance reliability data acquisition using the system is locally stored for data storage.The present invention has the accuracy that can improve data acquisition, make data structure more specification, it is easy to statistics and the analysis of data, be conducive to improving the accuracy of Analysis of Reliability Data result, can auxiliary maintaining personnel carry out fault diagnosis, diagnostic accuracy is improved, is conducive to the advantages of improving the service life and reliability of lathe.
Description
Technical field
The present invention relates to Repairing of Numerically Controlled Machine Tool data acquisition technology field, in particular to a kind of Repairing of Numerically Controlled Machine Tool reliability
Property data collecting system and method.
Background technology
With the continuous progress of science and technology, the development of Digit Control Machine Tool is presented high speed, efficient, automation, high accuracy, Gao Ke
By the trend of property.Compared with advanced international standard, unstable properties, week accuracy life in domestic numerical control machine tool product running
Phase is short and poor reliability, and wherein reliability is the key factor for restricting China's Machine Tool Enterprises development, and improves domestic numerical control machine
The basic premise of bed reliability is the accurate collection of reliability data, the particularly collection of maintenance reliability data.
Current Machine Tool Enterprises are mainly by maintenance personal in maintenance sites for the collect meanses of maintenance reliability data
After-sales service list is filled in, then the maintenance single tape with machine failure information is gone back into lathe manufacturing enterprise, finally again by special people
Member is recorded and is analyzed to machine failure information.There is following some deficiency in the input method of this kind of maintenance reliability data:
Arrange special personnel to implement typing to data, undoubtedly improve the acquisition cost of data, cause the waste of resource;With data
Typing link increases, and the possibility of operational error is also bigger, so as to cause the reliability data accuracy reduction for collecting.Separately
Outward, because the technical merit of maintenance personal is uneven, the selection of judgement and solution to failure cause all can be direct
The service life and reliability of lathe are influenceed, meanwhile, existing reliability data is input into using word mostly, random larger,
Data structure is poor, and the statement to same failure lacks uniqueness.
The content of the invention
For above-mentioned the deficiencies in the prior art, the technical problems to be solved by the invention are:How a kind of numerical control machine is provided
Bed maintenance reliability data collecting system and method, it is possible to increase the accuracy of data acquisition, make data structure more specification, just
In data statistics with analysis, be conducive to improve Analysis of Reliability Data result accuracy, can auxiliary maintaining personnel carry out
Fault diagnosis, improves diagnostic accuracy, is conducive to improving the service life and reliability of lathe.
In order to solve the above-mentioned technical problem, present invention employs following technical scheme:
A kind of Repairing of Numerically Controlled Machine Tool reliability data acquisition system, it is characterised in that be used to gather lathe including several
The portable mobile terminal of maintenance reliability data, and the data center for being received to data and analyzed and processed,
The mobile terminal include for gathered data typing input module, for data storage module is locally stored, for people
The display screen and the wireless communication module for carrying out network communication with the data center of machine interaction.
Using said structure, maintenance personal just can be by portable mobile terminal, directly by the information of failure lathe
And the fault message of lathe is entered into mobile terminal, and by wireless communication module by the Internet transmission to data center.
This way it is possible to avoid the error and information in transcription are lost, be conducive to improving the accuracy of data acquisition.Meanwhile, by
Module is locally stored in being provided with, the data for gathering can be preserved, it is to avoid data in the case of no network
Loss.
Further, the data center includes the number stored for the machine upkeep reliability data to receiving
Analysis module according to memory module and for being analyzed to the maintenance reliability data stored in data memory module;It is described
Analysis module can filter out relevant fault according to failure cause, and lathe reliability index is calculated by equation below, bag
Lathe Mean interval time (MTBF), MTTR (MTTR) and intrinsic availability (Ai) are included,
In formula:
N0It is the accumulative failure frequency of lathe within the evaluation cycle;
N is lathe sampling number of units;
tiIt is i-th running time (h) of lathe within the evaluation cycle;
tmiIt is i-th actual maintenance time (h) of lathe within the evaluation cycle;
riIt is i-th failure frequency of lathe appearance within the evaluation cycle.
Further, the input module include product type unit, failed part class location, failure cause unit with
And result unit;Alternative product type is prestored in the product type unit;The failed part classification list
Alternative failed part classification is prestored according to different product model in unit;According to different product type in failure cause unit
Number prestore alternative failure cause;Alternative result is preset with the result unit.
Using above-mentioned setting, by product type, failed part classification, failure cause and result using prestoring or
Default mode is integrated on mobile terminal, can make the structure more specification of above-mentioned data, it is to avoid maintenance personal's is subjective defeated
Enter to cause data structure chaotic, be easy to statistics and the analysis of data, be conducive to improving the accuracy of Analysis of Reliability Data result.
Further, the input module also includes failure code unit, and the failure code unit is main by failure portion
Bit submodule, fault type submodule and fault mode submodule are constituted, and are preset with the trouble location submodule and are available for choosing
The trouble location code selected, is preset with alternative fault type code, the failure mould in the fault type submodule
Alternative fault mode code is preset with formula module.
Further, the input module also includes failure solution unit, root in the failure solution unit
Alternative fault solution is preset with according to product type, failed part classification, failure code and failure cause.
Said structure is used, once maintenance personal is by product type, failed part classification, failure code and failure cause
After selection, system will be set out default fault solution in failure solution unit, be easy to maintenance personal to refer to,
Can auxiliary maintaining personnel carry out fault diagnosis and maintenance, it is to avoid maintenance personal because difference of technology level and caused by lathe diagnosis and
The quality of maintenance is uneven, is conducive to improving the quality of after-sale service.
Further, when the input module also includes being completed for the time of failure unit of selection time and service
Between unit.
So, time of origin and the duration of failure can be accurately collected, is easy to data center accurate
Draw lathe reliability index.
Further, being additionally provided with the failure solution unit being capable of declaration form in the solution of typing word
Unit, the solution in default fault solution is not included in for typing.
Because lathe is under different applying working conditions, produced failure is not quite similar, even if in identical failure situation
Under, can also there are different solutions, using said structure, maintenance personal can be facilitated to be input to special solution
Solution reporting unit, data center is sent into by wireless communication module, is easy to scheme of the later stage to being collected into concentrate
Confirm, and add to default fault solution, for the maintenance of other lathes provides preferably suggestion, be conducive to raising
The quality of maintenance.
Further, the input module also includes the login module for authentication, and the login module includes account
Number input block and Password Input unit.
Using above-mentioned setting, the maloperation of unrelated person can be prevented, it is ensured that the accurate typing of maintenance reliability data, also
Be conducive to improving the confidentiality of data.
Further, the gathered data of the input module typing is one-way transmitted to described by the wireless communication module
Data center, and upload record is stored in described being locally stored in module.
So, the typing gathered data by the way of one-way transmission, it can be ensured that the maintenance reliability that data center is collected into
Property data be primary data, the artificial modification without the later stage, it is ensured that data are accurately and reliably.
A kind of Repairing of Numerically Controlled Machine Tool reliability data acquisition method, it is characterised in that obtain above-mentioned Repairing of Numerically Controlled Machine Tool
Reliability data acquisition system, maintenance personal gathers maintenance reliability number at the scene using the mobile terminal carried with
According to, be temporarily stored in it is described be locally stored in module, will collect maintenance reliability data by the wireless communication module is uploaded to
The data center, completes the collection of maintenance reliability data.
In the above method, maintenance personal directly can just complete the collection of maintenance reliability data by mobile terminal, keep away
Artificial typing work is exempted from, has been conducive to improving operating efficiency, reduced the error during manual transcription, be conducive to improving data
The accuracy of typing.In addition, maintenance personal belongs to technical staff, can carry out technology to the data of typing in data acquisition sentences
It is disconnected, and transcriptionist is generally civilian, without corresponding technological know-how, once there is obvious technical error in maintenance list, also without
Method identification, so as to cause the error in data of typing more, using above-mentioned acquisition method, can avoid such problem.
In sum, the present invention has the accuracy that can improve data acquisition, makes data structure more specification, is easy to number
According to statistics with analysis, be conducive to improve Analysis of Reliability Data result accuracy, can auxiliary maintaining personnel carry out failure
Diagnosis, improves diagnostic accuracy, is conducive to the advantages of improving the service life and reliability of lathe.
Brief description of the drawings
Fig. 1 is the structural representation of present system.
Fig. 2 is the schematic diagram at the APP interfaces in embodiment.
Fig. 3 is reliability state estimation flow.
Specific embodiment
The present invention is described in further detail below in conjunction with the accompanying drawings.
During specific implementation:As shown in figure 1, a kind of Repairing of Numerically Controlled Machine Tool reliability data acquisition system, it is characterised in that bag
Including several is used to gather the portable mobile terminal 1 of lathe maintenance reliability data, and for being received to data
With the data center 2 of analyzing and processing, the mobile terminal 1 is including the input module 11 for gathered data typing, for storing
Data be locally stored module 12, the display screen 13 for man-machine interaction and for the data center 2 carry out network lead to
The wireless communication module 14 of news.
Using said structure, maintenance personal just can be by portable mobile terminal, directly by the information of failure lathe
And the fault message of lathe is entered into mobile terminal, and by wireless communication module by the Internet transmission to data center.
This way it is possible to avoid the error and information in transcription are lost, be conducive to improving the accuracy of data acquisition.Meanwhile, by
Module is locally stored in being provided with, the data for gathering can be preserved, it is to avoid data in the case of no network
Loss.
During implementation, the data center 2 includes the number stored for the machine upkeep reliability data to receiving
Analysis module according to memory module 21 and for being analyzed to the maintenance reliability data stored in data memory module 21
22;The analysis module 22 can filter out relevant fault according to failure cause, and lathe reliability is calculated by equation below
Property index, including lathe Mean interval time (MTBF), MTTR (MTTR) and intrinsic availability (Ai),
In formula:
N0It is the accumulative failure frequency of lathe within the evaluation cycle;
N is lathe sampling number of units;
tiIt is i-th running time (h) of lathe within the evaluation cycle;
tmiIt is i-th actual maintenance time (h) of lathe within the evaluation cycle;
riIt is i-th failure frequency of lathe appearance within the evaluation cycle.
During implementation, the input module 11 include product type unit, failed part class location, failure cause unit with
And result unit;Alternative product type is prestored in the product type unit;The failed part classification list
Alternative failed part classification is prestored according to different product model in unit;According to different product type in failure cause unit
Number prestore alternative failure cause;Alternative result is preset with the result unit.
Using above-mentioned setting, by product type, failed part classification, failure cause and result using prestoring or
Default mode is integrated on mobile terminal, can make the structure more specification of above-mentioned data, it is to avoid maintenance personal's is subjective defeated
Enter to cause data structure chaotic, be easy to statistics and the analysis of data, be conducive to improving the accuracy of Analysis of Reliability Data result.
During implementation, the input module 11 also includes failure code unit, and the failure code unit is main by failure portion
Bit submodule, fault type submodule and fault mode submodule are constituted, and are preset with the trouble location submodule and are available for choosing
The trouble location code selected, is preset with alternative fault type code, the failure mould in the fault type submodule
Alternative fault mode code is preset with formula module.
During implementation, the input module 11 also includes failure solution unit, root in the failure solution unit
Alternative fault solution is preset with according to product type, failed part classification, failure code and failure cause.
Said structure is used, once maintenance personal is by product type, failed part classification, failure code and failure cause
After selection, system will be set out default fault solution in failure solution unit, be easy to maintenance personal to refer to,
Can auxiliary maintaining personnel carry out fault diagnosis and maintenance, it is to avoid maintenance personal because difference of technology level and caused by lathe diagnosis and
The quality of maintenance is uneven, is conducive to improving the quality of after-sale service.
During implementation, when the input module 11 also includes being completed for the time of failure unit of selection time and service
Between unit.
So, time of origin and the duration of failure can be accurately collected, is easy to data center accurate
Draw lathe reliability index.
During implementation, the solution reporting unit for being capable of typing word is additionally provided with the failure solution unit,
The solution in default fault solution is not included in for typing.
Because lathe is under different applying working conditions, produced failure is not quite similar, even if in identical failure situation
Under, can also there are different solutions, using said structure, maintenance personal can be facilitated to be input to special solution
Solution reporting unit, data center is sent into by wireless communication module, is easy to scheme of the later stage to being collected into concentrate
Confirm, and add to default fault solution, for the maintenance of other lathes provides preferably suggestion, be conducive to raising
The quality of maintenance.
During implementation, the input module 11 also includes the login module for authentication, and the login module includes account
Number input block and Password Input unit.
Using above-mentioned setting, the maloperation of unrelated person can be prevented, it is ensured that the accurate typing of maintenance reliability data, also
Be conducive to improving the confidentiality of data.
During implementation, the gathered data of the typing of the input module 11 is one-way transmitted to institute by the wireless communication module 14
Data center 2 is stated, and record will be uploaded and be stored in described being locally stored in module 12.
So, the typing gathered data by the way of one-way transmission, it can be ensured that the maintenance reliability that data center is collected into
Property data be primary data, the artificial modification without the later stage, it is ensured that data are accurately and reliably.
Embodiment:During specific implementation, the mobile terminal is mobile phone or panel computer, by mobile phone or panel computer
Corresponding APP is installed, the APP realizes the one-way transmission of data by the network mode of WIFI/2G/3G/4G, in the ring without network
Can be automatically saved under border, until the environment for having network is automatically performed the upload of data.Maintenance personal need to be by logging in APP accounts
The typing of maintenance reliability data can be completed, and APP ends can only be to database server transmission reliability data, it is impossible to data
Data in storehouse are read out or change etc. other operations, but retain the upload record of account.The information of typing mainly includes
Subscriber Unit, product type, factory number, failed part classification, time of failure, failure code, failure cause, failure solution
Certainly measure, result, maintenance personal and service completion time etc., wherein, product type, failed part classification, failure occur
Time, failure code, failure cause, result, service completion time are recorded by the way of clicking in mobile terminal
Enter, Subscriber Unit and factory number carry out typing by the way of word input, failure solution is using clicking or word
Mode carries out typing, and maintenance personal is to carry out automatic identification according to the user account for logging in.Failure code is by trouble location generation
Code, fault type and schema code combination composition, have unique failure code for the different faults pattern of different parts;
When carrying out typing to failure code, failure is automatically generated by selecting trouble location, fault type and fault mode, final system
Code.The interface of typing information is to show in table form, and all entry item are all in same interface, the information for clicking
Content is shown by drop-down menu or secondary interface.The item of typing by limit byte number reduce Input Process in it is artificial
Error.So, Repairing of Numerically Controlled Machine Tool reliability data is acquired by the APP of mobile terminal (mobile phone or panel computer), and
Transmit to the reliability data storehouse of enterprise and preserved, reliability data storehouse is analyzed calculating to the data for preserving, and is directed to
The failure occurred in running proposes solution or suggestion, realizes the closed-loop control of failure.Reliability data is by repairing people
Member directly enters and is uploaded to data center, reduces the typing link of reliability data, can using list and by the way of clicking
To ensure the uniqueness of data, the accuracy of logging data is also improved while reliability data acquisition cost is saved;Base
Solution is given for major failure in statistics, the closed-loop control of failure is truly realized, makes lathe reliability level
It is improved.
When specifically used, maintenance personal downloads APP in the mobile terminal such as mobile phone or panel computer, after APP accounts are logged in, i.e.,
The quick collection of reliability data can be realized at machine upkeep scene.Also, maintenance personal is by APP in WIFI/2G/3G/4G
Network environment under the data that will can be collected into be uploaded in the memory module in reliability data storehouse of enterprise, if maintenance sites do not have
There are network or network signal bad, APP can realize the preservation of data and until the reliability number that will be preserved in the environment of having network
According to automatic upload.In order to ensure the integrality of reliability data, APP ends can only realize the one-way transmission of data, i.e., can only be to number
According to storehouse server transport reliability data, it is impossible to the data in database are read out or changed etc. with other operations, but is protected
The upload of account is stayed to record.
As shown in Fig. 2 the typing content that the reliability data collects APP includes Subscriber Unit, product type, volume of dispatching from the factory
Number, failed part classification, time of failure, failure code, failure cause, failure solution, result, maintenance personal
And service completion time.Maintenance personal fills in for convenience, wherein, when product type, failed part classification, failure occur
Between, failure code, failure cause, result, service completion time carry out typing by the way of clicking, Subscriber Unit and
Factory number carries out typing by the way of word input, failure solution using click or word by the way of carry out typing,
Maintenance personal is then to carry out automatic identification according to the user account that logs in, without being selected or word is input into.Wherein, typing letter
Failure code in breath is made up of trouble location code, fault type and schema code, for the difference of different parts
Fault mode has unique failure code;Maintenance personal only need to respectively click trouble location, the event on side when this is filled in
Barrier type, fault mode, system automatically generate failure code.
In order to ensure the directly perceived of Input Process, input interface is designed by the way of form, and all entry item are all
In same interface, the information content for clicking is shown by the form such as current interface or drop-down menu or secondary interface.
In order to reduce the human errors such as the error of omission in Input Process, many notes, for the entry item of " factory number ", by root
According to the coding rule that dispatches from the factory of enterprise product, the byte number of typing is limited.
Memory module and analysis module are mainly made up of the database of enterprises end, maintenance reliability of the memory module to upload
Data are preserved.Analysis module is analyzed to the maintenance reliability data for uploading, and weeds out the invalid information of repetition typing;
And failure is screened according to failure cause, the fault message for choosing relevant fault is utilized respectively formula (1), formula (2) and formula (3)
To refer to reliabilities such as lathe Mean interval time (MTBF), MTTR (MTTR) and intrinsic availabilities (Ai)
Mark is calculated.
In formula:
N0-- the accumulative failure frequency of lathe within the evaluation cycle.
N-- lathes sampling number of units.
ti- within the evaluation cycle i-th running time (h) of lathe.When occurring by the product end failure for counting
Between and the lathe in service completion time and enterprise's reliability data storehouse run time is calculated and obtained first.
tmi- within the evaluation cycle i-th actual maintenance time (h) of lathe.When occurring by the product end failure for counting
Between and the lathe in service completion time and enterprise's reliability data storehouse run time is calculated and obtained first.
ri- failure the frequency that i-th lathe occurs within the evaluation cycle.
Analysis module is based on the machine upkeep reliability data being collected into, by the flow of Fig. 3 reliability current to lathe
Proterties state is estimated.
Analysis module can be by trouble location, fault type, fault mode, failure cause and event according to the repair message of record
Barrier parts classification etc. carries out statistic of classification, and the weak link of lathe is found in order to designer.Analysis module can basis
Failure solution and troubleshooting result search optimal solution to every kind of failure, to instruct maintenance work from now on.Together
When, prior typing has the failure handbook worked out for failure code by experienced technical staff in memory module, in handbook
Solution comprising all kinds of fault modes and reason.Analysis module is by current maintenance failure statistical information and failure handbook
Corresponding solution is matched, and for taking place frequently, failure provides corrective measure and suggestion from root, realizes the closed loop of failure
Control, is finally improved lathe reliability.
Presently preferred embodiments of the present invention is the foregoing is only, is not limitation with the present invention, it is all in essence of the invention
Any modification, equivalent and improvement made within god and principle etc., should be included within the scope of the present invention.
Claims (10)
1. a kind of Repairing of Numerically Controlled Machine Tool reliability data acquisition system, it is characterised in that be used to gather lathe dimension including several
Repair the portable mobile terminal (1) of reliability data, and the data center for being received to data and analyzed and processed
(2), the mobile terminal (1) includes input module (11), being locally stored for data storage for gathered data typing
Module (12), the display screen (13) for man-machine interaction and for carrying out the wireless of network communication with the data center (2)
Communication module (14).
2. Repairing of Numerically Controlled Machine Tool reliability data acquisition system as claimed in claim 1, it is characterised in that the data center
(2) including for the data memory module (21) stored to the machine upkeep reliability data for receiving and for logarithm
According to the analysis module (22) that the maintenance reliability data of storage in memory module (21) are analyzed;Analysis module (22) energy
It is enough that relevant fault is filtered out according to failure cause, lathe reliability index is calculated by equation below, including lathe is average
Fault-free interval time (MTBF), MTTR (MTTR) and intrinsic availability (Ai),
In formula:
N0It is the accumulative failure frequency of lathe within the evaluation cycle;
N is lathe sampling number of units;
tiIt is i-th running time (h) of lathe within the evaluation cycle;
tmiIt is i-th actual maintenance time (h) of lathe within the evaluation cycle;
riIt is i-th failure frequency of lathe appearance within the evaluation cycle.
3. Repairing of Numerically Controlled Machine Tool reliability data acquisition system as claimed in claim 1, it is characterised in that the input module
(11) including product type unit, failed part class location, failure cause unit and result unit;The product type
Alternative product type is prestored in number unit;Prestored according to different product model in the failed part class location
Alternative failed part classification;Alternative failure original is prestored according to different product model in failure cause unit
Cause;Alternative result is preset with the result unit.
4. Repairing of Numerically Controlled Machine Tool reliability data acquisition system as claimed in claim 3, it is characterised in that the input module
(11) also include failure code unit, the failure code unit it is main by trouble location submodule, fault type submodule and
Fault mode submodule is constituted, and alternative trouble location code, the failure are preset with the trouble location submodule
Alternative fault type code is preset with type submodule, is preset with the fault mode submodule alternative
Fault mode code.
5. Repairing of Numerically Controlled Machine Tool reliability data acquisition system as claimed in claim 3, it is characterised in that the input module
(11) also include in failure solution unit, the failure solution unit according to product type, failed part classification, event
Barrier code and failure cause are preset with alternative fault solution.
6. Repairing of Numerically Controlled Machine Tool reliability data acquisition system as claimed in claim 3, it is characterised in that the input module
(11) the time of failure unit and service completion time unit for selection time are also included.
7. Repairing of Numerically Controlled Machine Tool reliability data acquisition system as claimed in claim 5, it is characterised in that the failure is solved
The solution reporting unit for being capable of typing word is additionally provided with Measures units, default failure solution is not included in for typing
The certainly solution in scheme.
8. Repairing of Numerically Controlled Machine Tool reliability data acquisition system as claimed in claim 1, it is characterised in that the input module
(11) login module for authentication is also included, the login module includes account input block and Password Input unit.
9. Repairing of Numerically Controlled Machine Tool reliability data acquisition system as claimed in claim 1, it is characterised in that the input module
(11) gathered data of typing is one-way transmitted to the data center (2) by the wireless communication module (14), and will upload
Record is stored in described being locally stored in module (12).
10. a kind of Repairing of Numerically Controlled Machine Tool reliability data acquisition method, it is characterised in that obtain number as claimed in claim 1
Control machine upkeep reliability data acquisition system, maintenance personal gathers maintenance at the scene using the mobile terminal carried with
Reliability data, be temporarily stored in it is described be locally stored in module, maintenance reliability number will be collected by the wireless communication module
According to the data center is uploaded to, the collection of maintenance reliability data is completed.
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CN107508858A (en) * | 2017-07-17 | 2017-12-22 | 深圳市易成自动驾驶技术有限公司 | Method of commerce, device and the computer-readable recording medium of data |
CN108764496A (en) * | 2018-05-16 | 2018-11-06 | 重庆大学 | Fault of numerical control machine tool repairs and reliability analysis system |
CN108829043A (en) * | 2018-09-12 | 2018-11-16 | 珠海格力智能装备有限公司 | The processing method and processing device of distributed CNC system |
CN109901521A (en) * | 2017-12-08 | 2019-06-18 | 开利公司 | Refrigerating plant, its controller, subscriber access termination, mobile terminal, management terminal and maintenance data management system |
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CN108829043A (en) * | 2018-09-12 | 2018-11-16 | 珠海格力智能装备有限公司 | The processing method and processing device of distributed CNC system |
CN112364455A (en) * | 2020-11-12 | 2021-02-12 | 上海维宏智能技术有限公司 | System and method for realizing reliability test management of numerical control machine tool based on industrial internet |
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