CN104298173B - Method for acquiring parameters of numerical control machine tool machining process facing networked real-time monitoring - Google Patents
Method for acquiring parameters of numerical control machine tool machining process facing networked real-time monitoring Download PDFInfo
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- CN104298173B CN104298173B CN201410505522.7A CN201410505522A CN104298173B CN 104298173 B CN104298173 B CN 104298173B CN 201410505522 A CN201410505522 A CN 201410505522A CN 104298173 B CN104298173 B CN 104298173B
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Abstract
The invention relates to a method for acquiring parameters of a numerical control machine tool machining process facing networked real-time monitoring, which is based on a server to realize networked real-time monitoring of the machining states of a plurality of numerical control machine tools with different control system types and different communication interface modes, can finish real-time acquisition and recording of process parameters of FANUC, SIEMENS and HEIDENHAIN system machine tools based on NC programs with specific post-processing formats and program names of rules, and realizes automatic transmission, storage and reuse of the process parameters in the process And transferring and reusing the digital workshop information system, and completing the integrated application of the digital workshop information system based on the transfer and reuse.
Description
Technical field
The present invention relates to the Digit Control Machine Tool course of processing parameter collecting method that Based on Networked monitors in real time,
Belong to Digitized Manufacturing Technology field.
Background technology
In current fierce manufacturing industry global competition, plan of the most scientifically arranging production, maximum journey
Degree ground plays the utilization rate of manufacture equipment and seems more and more important.Additionally, the improvement of Technology is often
Set up in technological data bank on the basis of a large amount of statistical analysiss manufacturing field data on the other hand, and these
Accurately obtaining of data is always a bottleneck problem.For a long time, workshop lacks a kind of effective prison
Control means, the manual type traditional mainly by scene inspection, telephone contact, manual record etc. understands machine
Bed operating situation, lacks real-time and intuitive, and relies on manpower to carry out hand-kept and not only can consume
Take substantial amounts of manpower and time cost, and be difficult to ensure that the accurate of recorded process data and integrity.
At present, workshop on different lathes, uses different cutters and process program to specific component
Used cutting parameter is empirically determined, even if after cutting test trial cut by workman mostly
The rational cutting parameter decided succession in follow-up processing and reuse and also lack preferably ginseng
Number transfer means and normalized management method, empirical data is relatively strong to the dependency of personnel, on-the-spot number
Stop according to record, become scattered about in the minute book of different personnel, even without the record being correlated with, data can
Retrospective is poor.
By NC lathing install by the way of high-definition camera can with real time image collection workshop appliance and
The working order of personnel, can realize the operating to equipment by means of certain harvester and acquisition software
Situation carries out Real-time Collection, but still there is problems in that
(1) mode of image acquisition stores collection data volume greatly, and the data of collection mostly are top layer data,
The inherent operation information of controller cannot be collected.
(2) existing acquisition method compatibility is poor, it is impossible to contain all of control system distinct interface
The Digit Control Machine Tool of type, it is impossible to realize the comprehensive standardized management to workshop appliance.
(3) existing acquisition method is only limitted to the rotation of main shaft to the judgement of the running status of lathe, right
Limitation is also compared in the judge of other states, it is impossible to configuration adapts to different types of conditions of machine tool judgment rule.
(4) existing acquisition method reads the warning message of different lathe based on API, by CNC system
The impact of the language environment of system, API system and operating system etc., easily produces irreversible mess code
Phenomenon.
(5) existing acquisition method cannot realize machining state information (product designation, journey to product
Sequence number, cutter number, the speed of mainshaft set and feeding, rotating speed multiplying power, feeding multiplying power and machining
Time) Real-time Collection, the fabrication plan performance of product cannot based on gather data real-time assessment,
Integrated more difficulty between acquisition system and digitized workshop information system.
Summary of the invention
It is an object of the invention to overcome the above-mentioned deficiency of prior art, it is provided that Based on Networked is supervised in real time
The Digit Control Machine Tool course of processing parameter collecting method of control, this acquisition method adds based on spacecraft product numerical control
Work flow process and standardization numerical control program format, complete the in real time monitoring to CNC Machine Equipment,
The warning message of Auto-matching based on numbering of reporting to the police shows and automatically depositing parameters of technique process entirely
Store up, transmit and reuse, and complete the integrated application to digitized workshop information system based on this, have
The advantages such as real-time, intuitive, integrity and accuracy.
The above-mentioned purpose of the present invention is mainly achieved by following technical solution:
The Digit Control Machine Tool course of processing parameter collecting method that Based on Networked monitors in real time, including walking as follows
Rapid:
Step (one), set up parameter acquisition system, described parameter acquisition system include two groups of Digit Control Machine Tools,
Collecting terminal, switch, fire wall, monitoring client, server, client;Wherein first group
Digit Control Machine Tool is not comprise machine tool data collection communication agreement or do not comprise the lathe of RJ45 interface, second
Group Digit Control Machine Tool is to comprise machine tool data collection communication agreement and the lathe comprising RJ45 interface;
Step (two), first group of Digit Control Machine Tool is connected with collecting terminal, collecting terminal
RJ45 interface and switch connect into workshop LAN, wherein by first group of Digit Control Machine Tool and intelligent acquisition
The concrete grammar that terminal connects is as follows:
(1), by the alarm signal of first group of Digit Control Machine Tool and run signal from Digit Control Machine Tool electricity cabinet relay
Normally opened point or PLC output module export to collecting terminal, whether collecting terminal powers on and makees
It is that the standby signal of first group of Digit Control Machine Tool, even collecting terminal do not power on, shows first group of number
Control lathe is in off-mode, if collecting terminal powers on, shows that first group of Digit Control Machine Tool is in out
Machine state, if described first group of Digit Control Machine Tool is in holding state, the alarm signal of first group of Digit Control Machine Tool
Number and run signal extraction voltage signal from the PLC output module of first group of Digit Control Machine Tool electricity cabinet, and
Corresponding with the tri coloured lantern signal of first group of Digit Control Machine Tool respectively, red light is defined as the alarm signal of lathe,
Green light is defined as run signal, and amber light is standby signal, and alarm signal has precedence over run signal, runs
Signal priority is in standby signal;
(2), induction coil is installed on the spindle motor power line of first group of Digit Control Machine Tool, by as follows
Formula is calculated the real output P of first group of main shaft of numerical control machine toolActual:
Wherein:
PSpecifiedIt it is the rated output power of first group of main shaft of numerical control machine tool;
USpecifiedIt it is the load voltage value of first group of main shaft of numerical control machine tool;
ISensing _ actualFor crossing the faradic actual value of induction coil;
ISensing _ specifiedFor the faradic current rated value of induction coil under rated voltage;
ISpecified: the current rating under rated voltage;
N:ISensing _ specifiedAnd ISpecifiedConversion constant;
K: the coefficient of association of the induction coil number of turns;
Step (three), second group of Digit Control Machine Tool is connected with switch, and configures, described second
Group Digit Control Machine Tool is divided into three kinds according to the machine tool data collection communication agreement comprised, and respectively comprises
FANUC 0i and the system above lathe of FOCAS agreement, comprise iTNC530 agreement
HEIDENHAIN system lathe and the SIEMENS 840D system lathe comprising OPC agreement, tool
The collocation method of body is as follows:
(1), FANUC system lathe is arranged the IP address of CNC, subnet mask, COM1
Information;
(2), the user of three assemblies under SIEMENS 840D system lathe configuration OPC is read
Authority;
(3), to #18 parameter in the HEIDENHAIN system lathe configuration SIK page, open " point
Cloth is digital control " function, open " outside access " function simultaneously;
Step (four), on server end, set up the data base of form, set up the machine comprising lathe
Bed numbering, lathe title, device code, control system type, grab type, IP address, port
Number, the lathe base of operator scheme, collection formula, device location, spindle power field, running status
Plinth data form;For described machine tool basic data form logging data be stored in number on client end interface
According in storehouse;In described running status 0 for shutdown, 1 be standby, 2 for run, 3 for warning;
Step (five), it is based respectively on HEIDENHAIN SDK software development kit, FANUC system
The opening of FOCAS packet, SIEMENS system OPC secondary development bag and collecting terminal
Give out a contract for a project, set up the monitoring client of lathe, it is thus achieved that the bottom status information of lathe, implementing of monitoring client
Process is as follows:
(5.1) call the connectivity function of described four kits respectively, set up the first Digit Control Machine Tool, second
Digit Control Machine Tool and the connection of server, and obtain handle value, described connectivity function comprises lathe respectively
IP address, port numbers Port, spilling time Timeout, handle value;
(5.2) newly-built variable R, by the tri coloured lantern of first group of Digit Control Machine Tool that described step (two) obtains
The real output P of signal and first group of main shaft of numerical control machine toolActualIt is stored in variable R;By second group
Digit Control Machine Tool obtains the operator scheme of lathe, routine processes shape by the built-in function of described three kinds of kits
State, actual speed value, actual feed value, spindle power value, coordinate figure information, program number are stored in change
In amount R;
(5.3) call releasing handle function and disconnect the first or second Digit Control Machine Tool and the connection of server;
(5.4) per interval t repeats step (5.1)~(5.3), the new conditions of machine tool letter that will obtain
Breath is replaced original state and is stored in variable R, and described time t is the setting time;
(5.5) according to the collection formula of client typing, the running status of second group of Digit Control Machine Tool is done and sentences
Disconnected, when the operator scheme variate-value of lathe is " MDA or AUTO ", and routine processes state is for " to enter
In row " time, or operator scheme variate-value is " JOG " and actual speed value S > 0 and actual feed value
During F < 0, server database will be written as 2 at the running status of second group of Digit Control Machine Tool, standby shape
The network state that state is returned by ping instruction judges, alarm condition is by the warning function in built-in function
1 or 0 returned judges, the warning of lathe is numbered when returning 1 and is stored in variable alarm, with
The start and end time reported to the police described in Shi Jilu;
(5.6) running status of first group of Digit Control Machine Tool and second group of Digit Control Machine Tool is stored in described step
(4) in the machine-tool database of IP address corresponding in machine tool basic data form;
Step (six), set up a real-time monitoring electronics in client and check board interface, show machine in real time
The running status of bed.
In the Digit Control Machine Tool course of processing parameter collecting method that above-mentioned Based on Networked monitors in real time, step
Suddenly electronics described in (six) is checked and is shown as lathe name label on the left of board interface, the title mark of lathe
Sign the IP address of corresponding lathe, set lathe shutdown, operation, standby, alarm condition four mark successively
Sign 4 state tags for lathe, the title of each lathe arranged in parallel and 4 state tags;Machine
When the running status of bed is 0, shutdown is highlighted, when the running status of lathe is 1, standby highlighted
Display, when the running status of lathe is 2, operation is highlighted, when the running status of lathe is 3,
Warning is highlighted.
In the Digit Control Machine Tool course of processing parameter collecting method that above-mentioned Based on Networked monitors in real time, step
Suddenly at electronics, (six) check that board interface checks that electronic layout's figure shows the running status of lathe in real time,
Described electronic layout figure is to place different lathe bitmaps on static plant layout's figure dynamically to show
Showing the real-time status of lathe, concrete grammar is as follows:
(1), a static workshop comprising described first group of Digit Control Machine Tool and second group of Digit Control Machine Tool is drawn
Layout;
(2), on the corresponding position of each lathe overlapping place 4 be respectively redness, green, yellow,
The lathe bitmap of Lycoperdon polymorphum Vitt, respectively to should the warning of lathe of IP address, operation, standby, shutdown 4
Individual state;
(3) coordinate figure of the lathe bitmap center, recording this IP address is stored in variable pos;
(4) if the conditions of machine tool of this IP address is for running, then green picture shows, other pictures are hidden
Hiding, for running status, during state change, the state of 4 pictures moves in turn;
(5), the position of lathe is when moving, and 4 pictures move simultaneously, and record the coordinate figure of this new position,
Being substituted into variable pos, at this, picture IP address is constant, the corresponding real-time machine that state is this new position
Bed state.
In the Digit Control Machine Tool course of processing parameter collecting method that above-mentioned Based on Networked monitors in real time, step
Suddenly to second group of Digit Control Machine Tool in (5.5), based on the warning table reported to the police in numbering and data base obtained
The matching inquiry of numbering of reporting to the police obtain complete warning message, its concrete methods of realizing is as follows:
(1), corresponding in client typing each IP address lathe is reported to the police numbering, alarm content, and is deposited
Enter in data base's warning table;
(2), the lathe that each IP address in warning table is corresponding is arranged by numbering ascending order of reporting to the police;
(3) warning, step (5.5) obtained is numbered, is sequentially stored into this lathe IP address correspondence
In chained list;
(4), a display Realtime Alerts instruction is triggered in client;
(5), the warning numbering of lathe corresponding in report to the police numbering and the warning table in chained list is compared successively,
If less than the numbering in warning table, then continue to inquire about, until inquire equal to the report in warning table backward
Alert numbering;
(6), by SELECT and WHERE of data base instruct by warning table to volume of should reporting to the police
Number IP address of lathe, lathe title, alarm content, the start and end time of warning show visitor
Family end;
(7), repeat step (5), (6), until all of warning numbering inquires in chained list, will simultaneously
All warning numberings inquired are deleted from chained list;
(8) if not inquiring this warning numbering in warning table, then by this warning numbering, alarm content
In the warning table being stored in data base;
(9), when client triggers a display Realtime Alerts instruction again, step (5)~(8) is repeated.
In the Digit Control Machine Tool course of processing parameter collecting method that above-mentioned Based on Networked monitors in real time, step
Suddenly the tri coloured lantern signal of first group of Digit Control Machine Tool is stored in variable R by (5.2) method particularly includes: read
Take 1 or 0 value of the tri coloured lantern that on collecting terminal, in memory address section, PLC signal passes over,
Three states of corresponding first group of Digit Control Machine Tool respectively, and it is deposited into variable R.
The present invention compared with prior art has the advantages that
(1), the inventive method realizes multiple stage difference control system type, difference based on a station server
The networking of machining state of Digit Control Machine Tool of communication interface mode monitor in real time, and can be based on spy
The program name of the NC program and rule of determining post processing form complete to comprise FANUC, SIEMENS,
The Real-time Collection of the parameters of technique process of HEIDENHAIN system lathe and record, it is achieved that technique mistake
Journey parameter is the most automatically transmitted, stores and is reused, and it is existing that the inventive method changes traditional employing
The mode collection site data deficiency real-times such as inspection, telephone contact, manual record, intuitive,
The shortcoming such as integrity and accuracy, based on spacecraft product digital control processing flow process and standardization numerical control program
Form, completes the monitoring in real time to CNC Machine Equipment, Auto-matching based on numbering of reporting to the police
Warning message entirely show and automatically storing, transmit and reusing parameters of technique process, and based on
This integrated application completed digitized workshop information system, has real-time, intuitive, integrity
With advantages such as accuracys;
(2), the present invention uses collecting terminal to achieve the nineties without RJ45 based on PLC signal
The monitoring of the lathe real-time status of interface;Achieve SIEMENS 840D SL based on OPC technology
Condition monitoring and the collection of parameters of technique process of the control system lathe of latest edition, store, transmit
With reuse, there is stronger practicality;
(3), the present invention judgement of the running status of lathe is not limited only to the rotation of main shaft, also include behaviour
Operation mode, program state, feed rate etc., the accuracy of state collected is more preferable;
(4), the present invention establish the warning message dictionary of different CNC system, use numbering of reporting to the police
Character match algorithm realize the collection of warning message more comprehensively correct display;
(5), the present invention based on product digital control processing flow process and standardization numerical control program format, it is right to complete
The in real time monitoring of CNC Machine Equipment and to the storage automatically of site technique procedure parameter, transmission
With reuse, the follow-up part similar with this product can directly invoke this parameters of technique process data number
Control processing, the improvement to the statistical analysis gathering data can be Technology provides data supporting intuitively;
(6), the invention provides a kind of Digit Control Machine Tool covering every kind of control system type distinct interface
The solution carrying out accurately judging in monitoring and the state of running status in lathe, compiled by warning
Number the mode of character match solve the mess code of alarm content, innovation uses the note analyzed in program header
Release information and program name itself obtains product designation, operation number, cutter name, and then obtain the completeest
Whole technical process data, it is achieved that parameters of technique process automatically gathers, stores, transmits and reuses;
(7), present invention achieves the parameters of technique process to the lathe that three kinds of control system network interface cards connect
(comprise product designation, operation number, cutter name, the speed of mainshaft, feed speed, main shaft multiplying power, enter
To multiplying power, processing time started, process finishing time data item) collection, for digitized workshop
Information is integrated has established important foundation, is fabrication process flow by a large amount of data accurately obtained
Optimize and the improvement of Technology provides strong support.
Accompanying drawing explanation
Fig. 1 is course of processing parameter acquisition system block diagram of the present invention.
Fig. 2 is that lathe hardware of the present invention gathers wiring schematic diagram;
Fig. 3 is Digit Control Machine Tool course of processing parameter acquisition flow chart of the present invention;
Fig. 4 is that the present invention reports to the police numbering Auto-matching workflow diagram.
Detailed description of the invention
The present invention is described in further detail with specific embodiment below in conjunction with the accompanying drawings:
Be illustrated in figure 1 course of processing parameter acquisition system block diagram of the present invention, main represent realize towards
The hardware connection of the Digit Control Machine Tool course of processing parameter acquisition that networking monitors in real time and showing of functional realiey
Being intended to, initially set up parameter acquisition system, parameter acquisition system includes that two groups of Digit Control Machine Tools, intelligence are adopted
Collection terminal, switch, fire wall, monitoring client, server, client;Wherein first group of numerical control machine
Bed for not comprise machine tool data collection communication agreement or not comprise the lathe of RJ45 interface, second group of numerical control
Lathe is to comprise machine tool data collection communication agreement and the lathe comprising RJ45 interface.
It is illustrated in figure 3 Digit Control Machine Tool course of processing parameter acquisition flow chart of the present invention, to first group of number
Control lathe and second group of Digit Control Machine Tool carry out lathe end configuration, and concrete grammar is as follows:
One, the wiring that first group of Digit Control Machine Tool hardware gathers
To first group of Digit Control Machine Tool, collecting terminal is installed in Machine Tool Electric Appliance cabinet, uses hardware to adopt
The mode of collection, real-time monitoring machine bed operating state.Will first group of Digit Control Machine Tool and collecting terminal
Connecting, the RJ45 interface of collecting terminal and switch connect into workshop LAN, wherein by first
The concrete grammar that group Digit Control Machine Tool is connected with collecting terminal is as follows:
(1), by the alarm signal of first group of Digit Control Machine Tool and run signal from Digit Control Machine Tool electricity cabinet relay
The normally opened point of device or PLC output module export to collecting terminal, and whether collecting terminal powers on
Do not power on as the standby signal of first group of Digit Control Machine Tool, even collecting terminal, show first group
Digit Control Machine Tool is in off-mode, if collecting terminal powers on, shows that first group of Digit Control Machine Tool is in
Open state, if described first group of Digit Control Machine Tool is in holding state, the warning of first group of Digit Control Machine Tool
Signal and run signal extraction voltage signal from the PLC output module of first group of Digit Control Machine Tool electricity cabinet,
And corresponding with the tri coloured lantern signal of first group of Digit Control Machine Tool respectively, red light is defined as the warning of lathe, green
Lamp is defined as run signal, and amber light is standby signal, and alarm signal has precedence over run signal, runs letter
Number have precedence over standby signal.
As a example by DMC1035V lathe, it is illustrated in figure 2 lathe hardware of the present invention and gathers wiring signal
Figure, this figure is the connection figure of collecting terminal and the PLC signal of lathe, wherein isolating and protecting device
For electric protection device for installing, it is ensured that Acquisition Circuit is surprisingly burnt, do not interfere with original electricity of lathe
Road;By installing acquisition terminal at machine tool electric cabinet, the signal needed is exported from the PLC of machine tool electric cabinet
1 foot and 2 feet in modules A 5-30K10 are drawn, the warning of the lathe defined respectively and run signal,
Whether standby signal is powered on by acquisition terminal judges, and corresponding with the tri coloured lantern signal of lathe respectively,
Red light is defined as the warning of lathe, and green light is defined as run signal, and amber light is standby signal.
(2), one induction coil of carry, sense on the spindle motor power line of first group of Digit Control Machine Tool
Answer the faradic rated value of coil according to spindle motor of machine tool rated power PSpecifiedWith lathe access
Rated voltage USpecifiedAfter calculating, it is converted into by the coefficient of association k of conversion coefficient n and the induction coil number of turns
Corresponding faradic rated value ISensing _ specifiedAfter, corresponding induction coil is installed, now crosses this coil
Faradic actual value be ISensing _ actual, the real output P of first group of main shaft of numerical control machine toolActual
Can be calculated by equation below.
Wherein:
PActualIt it is the real output of first group of main shaft of numerical control machine tool;
PSpecifiedIt it is the rated output power of first group of main shaft of numerical control machine tool;
USpecifiedIt it is the load voltage value of first group of main shaft of numerical control machine tool;
ISensing _ actualFor crossing the faradic actual value of induction coil;
ISensing _ specifiedFor the faradic current rated value of induction coil under rated voltage;
ISpecified: the current rating under rated voltage;
N:ISensing _ specifiedAnd ISpecifiedConversion constant;
K: the coefficient of association of the induction coil number of turns;
Two, second group of Digit Control Machine Tool end configuration requirement
Second group of Digit Control Machine Tool is connected with switch, and configures, second group of Digit Control Machine Tool according to
The machine tool data collection communication agreement comprised is divided into three kinds, respectively comprises FOCAS agreement
FANUC 0i and system above lathe, comprise the HEIDENHAIN system lathe of iTNC530 agreement
With comprise the SIEMENS 840D system lathe of OPC agreement, concrete collocation method is as follows:
(1), FANUC system lathe is arranged the IP address of CNC, subnet mask, communication ends
Message ceases;
(2), the user of three assemblies under SIEMENS 840D system lathe configuration OPC is read
Weighting limits;
(3), to #18 parameter in the HEIDENHAIN system lathe configuration SIK page, open " point
Cloth is digital control " function, open " outside access " function simultaneously.
Set the RJ45 interface on lathe RJ45 interface and collecting terminal after lathe end parameter
Via switch access network and acquisition server communication, set up lathe and gather net.On server end
Set up the data base of form, set up comprise the lathe numbering of lathe, lathe title, device code,
Control system type, grab type, IP address, port numbers, operator scheme, collection formula, equipment
Position, spindle power field, the machine tool basic data form of running status;Client end interface is
This machine tool basic data form logging data is also stored in data base;In above-mentioned running status 0 for shutdown,
1 be standby, 2 for run, 3 for report to the police.
It is based respectively on the FOCAS number of HEIDENHAIN SDK software development kit, FANUC system
According to bag, SIEMENS system OPC secondary development bag and the kit of collecting terminal, set up machine
The monitoring client of bed, it is thus achieved that the bottom status information of lathe, monitoring client to implement process as follows:
(1) call the connectivity function of aforementioned four kit, respectively, set up the first Digit Control Machine Tool,
Two Digit Control Machine Tools and the connection of server, and obtain handle value, this function comprises the IP ground of lathe respectively
Location, port numbers, spilling time, handle value, i.e. connectivity function (IP, Port, Timeout, Handle),
Wherein IP, Port, Timeout, Handle are respectively IP address, port numbers, spilling time, sentence
Bin value;
(2), newly-built variable R is distinguished, by the tri coloured lantern signal of first group of Digit Control Machine Tool of aforementioned acquisition
Real output P with first group of main shaft of numerical control machine toolActualIt is stored in the variable that at this, unification is newly-built.And
The information of second group of Digit Control Machine Tool is by the built-in function of above three kinds of kits, it is thus achieved that the operation mould of lathe
Formula, routine processes state, actual speed value, actual feed value, spindle power value, coordinate figure information,
Program number is stored in this newly-built variable the most respectively, i.e. operator scheme built-in function (Handle, a,
OperateMode), wherein Handle, a, OperateMode are respectively handle value, operation mould
Formula relevant parameter, operator scheme.
Above-mentioned the tri coloured lantern signal of first group of Digit Control Machine Tool is stored in variable R method particularly includes: read
1 or 0 value of the tri coloured lantern that on collecting terminal, in memory address section, PLC signal passes over, point
Three states of the most corresponding first group of Digit Control Machine Tool, and it is deposited into variable R.
(3), call releasing handle function and disconnect the first or second Digit Control Machine Tool and the connection of server.
(4), per interval t repeats step (1)~(3), the new conditions of machine tool information that will obtain
Replacing original state to be stored in variable R, described time t is the setting time, is 1s in the present embodiment.
(5), according to the collection formula of client typing, the running status of second group of Digit Control Machine Tool is done
Judge, when the operator scheme variate-value of lathe is " MDA or AUTO ", and routine processes state
During for " in carrying out ", or operator scheme variate-value is " JOG " and actual speed value S > 0 and reality
During feed value F < 0, server database will be written as 2 at the running status of second group of Digit Control Machine Tool,
The network state that holding state is returned by ping instruction judges, alarm condition is by the report in built-in function
1 or the 0 of alert function return judges, the warning of lathe is numbered when returning 1 and is stored in variable alarm,
Record the start and end time of described warning simultaneously, be illustrated in figure 4 the present invention and report to the police numbering automatically
Coupling workflow diagram.
To second group of Digit Control Machine Tool, warning based on the warning table reported to the police in numbering and data base obtained
The matching inquiry of numbering obtains complete warning message, and its concrete methods of realizing is as follows:
(1), corresponding in client typing each IP address lathe report to the police numbering, alarm content, and
It is stored in data base's warning table;
(2), the lathe that each IP address in warning table is corresponding is arranged by numbering ascending order of reporting to the police;
(3) warning, step (5.5) obtained is numbered, is sequentially stored into this lathe IP address pair
Answer in chained list;
(4), a display Realtime Alerts instruction is triggered in client;
(5), by the warning numbering of lathe corresponding in report to the police numbering and the warning table in chained list successively than
Relatively, if less than the numbering in warning table, then continue to inquire about backward, until inquiring equal in warning table
Warning numbering;
(6), by SELECT and WHERE of data base instruct by warning table to reporting to the police
The IP address of numbering lathe, lathe title, alarm content, the start and end time display of warning exist
Client;
(7), step (5), (6) are repeated, until all of warning numbering inquires, simultaneously in chained list
All warnings inquired numbering is deleted from chained list;
(8) if not inquiring this warning numbering in warning table, then by this warning numbering, warning
Hold in the warning table being stored in data base;
(9), client again trigger one display Realtime Alerts instruction time, repeat step (5)~
(8)。
(6), the tri coloured lantern that on collecting terminal, in memory address section, PLC signal passes over is read
31 or 0 value, three states of corresponding first group of Digit Control Machine Tool respectively, and it is deposited into variable R,
Real output P by first group of main shaft of numerical control machine tool of aforementioned acquisitionActualIt is stored in data base;
(7), the running status of first group of Digit Control Machine Tool and second group of Digit Control Machine Tool is stored in above-mentioned lathe
In the machine-tool database of IP address corresponding in basic data list;
Set up a real-time monitoring electronics in client and check board interface, show the operation shape of lathe in real time
State.Electronics is checked and is shown as lathe name label on the left of board interface, the name label correspondence lathe of lathe
IP address, set successively lathe shutdown, run, standby, four labels of alarm condition are as lathe
4 state tags, the title of each lathe arranged in parallel and 4 state tags;The running status of lathe
When being 0, shutdown is highlighted, and when the running status of lathe is 1, standby is highlighted, lathe
When running status is 2, operation is highlighted, and when the running status of lathe is 3, warning is highlighted.
Check that board interface passes through electronic layout's figure and shows the running status of lathe, electronics cloth in real time at electronics
Office's figure is the reality placing different lathe bitmap Dynamic Announce lathes on static plant layout's figure
Time state, concrete grammar is as follows:
(1), a static car comprising above-mentioned first group of Digit Control Machine Tool and second group of Digit Control Machine Tool is drawn
Between layout;
(2), on the corresponding position of each lathe, overlapping placement 4 is the most red, green, yellow
Color, the lathe bitmap of Lycoperdon polymorphum Vitt, respectively to should the warning of lathe of IP address, operation, standby, close
4 states of machine;
(3) coordinate figure of the lathe bitmap center, recording this IP address is stored in variable pos;
(4) if the conditions of machine tool of this IP address is for running, then green picture shows, other pictures
Hiding, for running status, during state change, the state of 4 pictures moves in turn;
(5), the position of lathe is when moving, and 4 pictures move simultaneously, and record the coordinate of this new position
Value, is substituted into variable pos, and at this, picture IP address is constant, the corresponding reality that state is this new position
Time conditions of machine tool.
Present invention process procedure parameter acquisition method, be based on normalized FANUC,
The post-processing approach of the program of SIEMENS, HEIDENHAIN control system is by analyzing program header
In annotation information, program name information and Real-time Collection to cutting parameter carry out the form of data base
Computing processed after Product Process overall process supplemental characteristic, comprise product designation, operation number, cutter
Signature, the speed of mainshaft, feed speed, main shaft multiplying power, feeding multiplying power, processing time started, processing
End time.
Above-mentioned steps (two) does not obtains the product designation of second group of Digit Control Machine Tool, cutter name, operation
Number, the product work including product designation, cutter name, operation number can be obtained by the following method
Skill overall process supplemental characteristic, parameters of technique process extracting method is as follows:
(1), monitoring client is from speed of mainshaft built-in function (Handle, s, Spindle), it is thus achieved that main shaft turns
Speed value, wherein Handle, s, Spindle are respectively handle value, speed of mainshaft relevant parameter, main shaft
Tachometer value, feed speed, main shaft multiplying power, feeding multiplying power obtain the similar speed of mainshaft, record simultaneously and be somebody's turn to do
The IP address of lathe, lathe title the process parameter table being stored in data base;
(2), to FANUC, HEIDENHAIN system lathe in second group of Digit Control Machine Tool, note
The program name that the lathe that record monitoring client obtains currently runs, if program name changes, monitoring
End downloads part NC program from lathe, and the annotation information in progressive scan program header obtains product generation
Number, operation number and cutter number;
(3), program name is when changing, and records the time started, and the master term of execution of recording it
Axle rotating speed, feed speed, rotating speed multiplying power and feeding multiplying power.When program name changes again,
Being recorded as the end time, retrieval setting speed, setting feeding, when rotating speed multiplying power and feeding multiplying power continue
Between the longest value preserve for record data, the process time duration of then adding up this program is also
These group data are stored in the process parameter table in data base correspondence every in.
(4), to the SIEMENS system lathe in second group of Digit Control Machine Tool, by program name by with
Lower form is named: product designation _ cutter name _ operation .mpf, and monitoring client obtains what lathe currently performed
Program name, splits out product designation, cutter name, operation number from the program name obtained;
(5), repeat step (three) process obtain the speed of mainshaft, feed speed, main shaft multiplying power,
Feeding multiplying power, processing time started, process finishing time;
(6), instructed corresponding in process parameter table by SELECT and WHERE of data base
The IP address of this lathe, lathe title, product designation, operation number, cutter name, the speed of mainshaft, enter
To speed, main shaft multiplying power, feeding multiplying power, processing time started, process finishing time showing client
End;
(7), this process parameter table is set in client and derives Excel form instruction.
The above, the detailed description of the invention that only present invention is optimal, but protection scope of the present invention is also
Be not limited to this, any those familiar with the art in the technical scope that the invention discloses,
The change that can readily occur in or replacement, all should contain within protection scope of the present invention.
The content not being described in detail in description of the invention belongs to the known of professional and technical personnel in the field
Technology.
Claims (5)
1. the Digit Control Machine Tool course of processing parameter collecting method that Based on Networked monitors in real time, its feature exists
In: comprise the steps:
Step (one), set up parameter acquisition system, described parameter acquisition system include two groups of Digit Control Machine Tools,
Collecting terminal, switch, fire wall, monitoring client, server and client side;Wherein first group
Digit Control Machine Tool is not comprise machine tool data collection communication agreement or do not comprise the lathe of RJ45 interface, second
Group Digit Control Machine Tool is to comprise machine tool data collection communication agreement and the lathe comprising RJ45 interface;
Step (two), first group of Digit Control Machine Tool is connected with collecting terminal, collecting terminal
RJ45 interface and switch connect into workshop LAN, wherein by first group of Digit Control Machine Tool and intelligent acquisition
The concrete grammar that terminal connects is as follows:
(1), by the alarm signal of first group of Digit Control Machine Tool and run signal from Digit Control Machine Tool electricity cabinet relay
Normally opened point or PLC output module export to collecting terminal, whether collecting terminal powers on and makees
It is that the standby signal of first group of Digit Control Machine Tool, even collecting terminal do not power on, shows first group of number
Control lathe is in off-mode, if collecting terminal powers on, shows that first group of Digit Control Machine Tool is in out
Machine state, if described first group of Digit Control Machine Tool is in holding state, the alarm signal of first group of Digit Control Machine Tool
Number and run signal extraction voltage signal from the PLC output module of first group of Digit Control Machine Tool electricity cabinet, and
Corresponding with the tri coloured lantern signal of first group of Digit Control Machine Tool respectively, red light is defined as the alarm signal of lathe,
Green light is defined as run signal, and amber light is standby signal, and alarm signal has precedence over run signal, runs
Signal priority is in standby signal;
(2), induction coil is installed on the spindle motor power line of first group of Digit Control Machine Tool, by as follows
Formula is calculated the real output P of first group of main shaft of numerical control machine toolActual:
Wherein:
PSpecifiedIt it is the rated output power of first group of main shaft of numerical control machine tool;
U is specifiedIt it is the load voltage value of first group of main shaft of numerical control machine tool;
ISensing _ actualFor crossing the faradic actual value of induction coil;
ISensing _ specifiedFor the faradic current rated value of induction coil under rated voltage;
ISpecified: the current rating under rated voltage;
N:ISensing _ specifiedAnd ISpecifiedConversion constant;
K: the coefficient of association of the induction coil number of turns;
Step (three), second group of Digit Control Machine Tool is connected with switch, and configures, described second
Group Digit Control Machine Tool is divided into three kinds according to the machine tool data collection communication agreement comprised, and respectively comprises
FANUC 0i and the system above lathe of FOCAS agreement, comprise iTNC530 agreement
HEIDENHAIN system lathe and the SIEMENS 840D system lathe comprising OPC agreement, tool
The collocation method of body is as follows:
(1), FANUC system lathe is arranged IP address, subnet mask and the COM1 of CNC
Information;
(2), the user of three assemblies under SIEMENS 840D system lathe configuration OPC is read
Authority;
(3), to #18 parameter in the HEIDENHAIN system lathe configuration SIK page, open " point
Cloth is digital control " function, open " outside access " function simultaneously;
Step (four), on server end, set up the data base of form, set up the machine comprising lathe
Bed numbering, lathe title, device code, control system type, grab type, IP address, port
Number, operator scheme, collection formula, device location, spindle power field and the lathe base of running status
Plinth data form;For described machine tool basic data form logging data be stored in number on client end interface
According in storehouse;In described running status 0 for shutdown, 1 be standby, 2 for run, 3 for warning;
Step (five), it is based respectively on HEIDENHAIN SDK software development kit, FANUC system
The opening of FOCAS packet, SIEMENS system OPC secondary development bag and collecting terminal
Give out a contract for a project, set up the monitoring client of lathe, it is thus achieved that the bottom status information of lathe, implementing of monitoring client
Process is as follows:
(5.1) call the connectivity function of described four kits respectively, set up first group of Digit Control Machine Tool,
Two groups of Digit Control Machine Tools and the connection of server, and obtain handle value, described connectivity function comprises machine respectively
The IP address of bed, port numbers Port, spilling time Timeout and handle value;
(5.2) newly-built variable R, by the tri coloured lantern of first group of Digit Control Machine Tool that described step (two) obtains
The real output P of signal and first group of main shaft of numerical control machine toolActualIt is stored in variable R;By second group
Digit Control Machine Tool obtains the operator scheme of lathe, routine processes shape by the built-in function of described three kinds of kits
State, actual speed value, actual feed value, spindle power value, coordinate figure information and program number are stored in change
In amount R;
(5.3) call releasing handle function and disconnect first group or second group of Digit Control Machine Tool and the connection of server;
(5.4) per interval t repeats step (5.1)~(5.3), the new conditions of machine tool letter that will obtain
Breath is replaced original state and is stored in variable R, and described time t is the setting time;
(5.5) according to the collection formula of client typing, the running status of second group of Digit Control Machine Tool is done and sentences
Disconnected, when the operator scheme variate-value of lathe is " MDA or AUTO ", and routine processes state is for " to enter
In row " time, or operator scheme variate-value is " JOG " and actual speed value S > 0 and actual feed value
During F < 0, server database will be written as 2 at the running status of second group of Digit Control Machine Tool, standby shape
The network state that state is returned by ping instruction judges, alarm condition is by the warning function in built-in function
1 or 0 returned judges, the warning of lathe is numbered when returning 1 and is stored in variable alarm, with
The start and end time reported to the police described in Shi Jilu;
(5.6) running status of first group of Digit Control Machine Tool and second group of Digit Control Machine Tool is stored in described step
(4) in the machine-tool database of IP address corresponding in machine tool basic data form;
Step (six), set up a real-time monitoring electronics in client and check board interface, show machine in real time
The running status of bed.
The Digit Control Machine Tool course of processing ginseng that Based on Networked the most according to claim 1 monitors in real time
Number acquisition method, it is characterised in that: electronics described in described step (six) is checked on the left of board interface aobvious
It is shown as lathe name label, the IP address of the name label correspondence lathe of lathe, set lathe successively and close
Machine, operation, 4 state tags that standby, four labels of alarm condition are lathe, arranged in parallel respectively
The title of individual lathe and 4 state tags;When the running status of lathe is 0, shutdown is highlighted,
When the running status of lathe is 1, standby it is highlighted, when the running status of lathe is 2, runs height
Bright display, when the running status of lathe is 3, warning is highlighted.
The Digit Control Machine Tool course of processing ginseng that Based on Networked the most according to claim 1 monitors in real time
Number acquisition method, it is characterised in that: at electronics, described step (six) checks that board interface checks electronics
Layout shows that the running status of lathe, described electronic layout figure are at a static workshop cloth in real time
The upper real-time status placing different lathe bitmap Dynamic Announce lathes of office's figure, concrete grammar is as follows:
(1), a static workshop comprising described first group of Digit Control Machine Tool and second group of Digit Control Machine Tool is drawn
Layout;
(2), on the corresponding position of each lathe overlapping place 4 be respectively redness, green, yellow,
The lathe bitmap of Lycoperdon polymorphum Vitt, respectively to should the warning of lathe of IP address, operation, standby, shutdown 4
Individual state;
(3) coordinate figure of the lathe bitmap center, recording this IP address is stored in variable pos;
(4) if the conditions of machine tool of this IP address is for running, then green picture shows, other pictures are hidden
Hiding, for running status, during state change, the state of 4 pictures moves in turn;
(5), the position of lathe is when moving, and 4 pictures move simultaneously, and record the coordinate figure of this new position,
Being substituted into variable pos, at this, picture IP address is constant, the corresponding real-time machine that state is this new position
Bed state.
The Digit Control Machine Tool course of processing ginseng that Based on Networked the most according to claim 1 monitors in real time
Number acquisition method, it is characterised in that: to second group of Digit Control Machine Tool in described step (5.5), based on obtaining
The matching inquiry of the numbering of reporting to the police of the warning table reported to the police in numbering and data base taken obtains complete warning
Information, its concrete methods of realizing is as follows:
(1), corresponding in client typing each IP address lathe is reported to the police numbering, alarm content, and is deposited
Enter in data base's warning table;
(2), the lathe that each IP address in warning table is corresponding is arranged by numbering ascending order of reporting to the police;
(3) warning, step (5.5) obtained is numbered, is sequentially stored into this lathe IP address correspondence
In chained list;
(4), a display Realtime Alerts instruction is triggered in client;
(5), the warning numbering of lathe corresponding in report to the police numbering and the warning table in chained list is compared successively,
If less than the numbering in warning table, then continue to inquire about, until inquire equal to the report in warning table backward
Alert numbering;
(6), by SELECT and WHERE of data base instruct by warning table to volume of should reporting to the police
Number IP address of lathe, lathe title, alarm content, the start and end time of warning show visitor
Family end;
(7), repeat step (5), (6), until all of warning numbering inquires in chained list, will simultaneously
All warning numberings inquired are deleted from chained list;
(8) if not inquiring this warning numbering in warning table, then by this warning numbering, alarm content
In the warning table being stored in data base;
(9), when client triggers a display Realtime Alerts instruction again, step (5)~(8) is repeated.
The Digit Control Machine Tool course of processing ginseng that Based on Networked the most according to claim 1 monitors in real time
Number acquisition method, it is characterised in that: by the tri coloured lantern of first group of Digit Control Machine Tool in described step (5.2)
Signal is stored in variable R method particularly includes: PLC letter in memory address section on reading collecting terminal
1 or 0 value of number tri coloured lantern passed over, respectively three states of corresponding first group of Digit Control Machine Tool,
And it is deposited into variable R.
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Citations (5)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
KR20060087799A (en) * | 2005-01-31 | 2006-08-03 | 주식회사정림산업 | Apparatus and method with micom control for total monitoring and controlling of small water supply system |
EP1927829A3 (en) * | 2006-11-30 | 2008-10-22 | Matsushita Electric Works, Ltd. | Working process monitoring device |
CN203133563U (en) * | 2012-11-12 | 2013-08-14 | 天津冶金职业技术学院 | Remote online detection apparatus for numerical control machine tool |
CN103823409A (en) * | 2014-02-27 | 2014-05-28 | 电子科技大学 | Numerical machine tool machining state multi-parameter online active monitoring system and implement method thereof |
CN103941645A (en) * | 2014-04-09 | 2014-07-23 | 南京航空航天大学 | Thin-wall part complex working condition machining state monitoring method |
Patent Citations (5)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
KR20060087799A (en) * | 2005-01-31 | 2006-08-03 | 주식회사정림산업 | Apparatus and method with micom control for total monitoring and controlling of small water supply system |
EP1927829A3 (en) * | 2006-11-30 | 2008-10-22 | Matsushita Electric Works, Ltd. | Working process monitoring device |
CN203133563U (en) * | 2012-11-12 | 2013-08-14 | 天津冶金职业技术学院 | Remote online detection apparatus for numerical control machine tool |
CN103823409A (en) * | 2014-02-27 | 2014-05-28 | 电子科技大学 | Numerical machine tool machining state multi-parameter online active monitoring system and implement method thereof |
CN103941645A (en) * | 2014-04-09 | 2014-07-23 | 南京航空航天大学 | Thin-wall part complex working condition machining state monitoring method |
Non-Patent Citations (2)
Title |
---|
数控机床加工过程网络化监控技术的研究;郭晓军 等;《组合机床与自动化加工技术》;20081231(第9期);第56-58页 * |
精密机械加工中的无线网络监控系统探讨;闫清龙;《科技资讯》;20111231(第22期);第56页 * |
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