CN104008201B - A kind of Digit Control Machine Tool production information acquisition methods - Google Patents

A kind of Digit Control Machine Tool production information acquisition methods Download PDF

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Publication number
CN104008201B
CN104008201B CN201410267870.5A CN201410267870A CN104008201B CN 104008201 B CN104008201 B CN 104008201B CN 201410267870 A CN201410267870 A CN 201410267870A CN 104008201 B CN104008201 B CN 104008201B
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data
information
module
lathe
log
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CN104008201A (en
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徐斌
潘瑞林
郜振华
暴伟
张洪亮
赵传刚
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Anhui University of Technology AHUT
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    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06QINFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
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    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F16/00Information retrieval; Database structures therefor; File system structures therefor
    • G06F16/10File systems; File servers
    • G06F16/18File system types
    • G06F16/1805Append-only file systems, e.g. using logs or journals to store data
    • G06F16/1815Journaling file systems
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F16/00Information retrieval; Database structures therefor; File system structures therefor
    • G06F16/20Information retrieval; Database structures therefor; File system structures therefor of structured data, e.g. relational data
    • G06F16/21Design, administration or maintenance of databases

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Abstract

The invention discloses a kind of Digit Control Machine Tool production information acquisition methods, belong to manufacturing informatization field.Its step is:(1) log read module is write, and is installed in lathe main control computer;(2) digital control system performs numerical control code and automatically generates journal file;(3) starting log read module analyzes journal file and the structural data of acquisition is saved in described production information database;(4) in report server, Reports module is set according to the pattern that user requires, data source is set up for all forms with the tables of data of above-mentioned production information database;(5) user accesses report server by client, obtains the much information statistical report form defined in Reports module.The present invention can realize the automatic acquisition of production management related data and automatically generating for managerial report based on existing lathe log system.

Description

A kind of Digit Control Machine Tool production information acquisition methods
Technical field
The invention belongs to manufacturing informatization field, more specifically to a kind of Digit Control Machine Tool production information obtain with Statistical method.
Background technology
Digit Control Machine Tool can perform the efficient production of procedure realization by circulating, and be obtained in modern manufacturing industry extensively Utilization.Digit Control Machine Tool can combine multi items part and write procedure, realize that program circulation execution once can be while complete Multiple part processing, many specifications zero of multi items can be such as cut out in batches using cutting machine tool of numerical after clamped one time steel plate Part.This brings complexity while raising efficiency for management work, disappears for production management, it is necessary to count raw material Consumption, finished product species and quantity, the beginning of quantity scrapped and teams and groups' production and end time;For equipment control, it is necessary to Count total run time, fault time, the execution time of critical process or number of times of equipment etc..At present, above- mentioned information is lacked Effective method for automatically counting, it is difficult to the complete information of the lathe course of work is obtained, and how this category information is for improve production Efficiency has highly important reference significance.
CNC (computer numerical control) system operations control lathe in the main control computer of lathe by performing numerical control program Operation.CNC system can generate journal file in the process of running, and this document have recorded machine state information, journey in temporal sequence Program process information and other operation informations.At present, journal file is only used for afterwards failure row of the technical staff to equipment Look into or operating analysis, not yet the statistics applied to information-oriented production management.
Publication number 103064905A patent application document, discloses a kind of blog management method of digital control system.The party Method includes daily record generating process and daily record uses process, and daily record generating process includes:The information of digital control system is divided into six major classes Journal file, capacity management is carried out when digital control system is started shooting to journal file, and the daily record of record is stored in into correspondence classification In journal file;Daily record is included using process:Journal file is shown to user in the form of a list, journal file is exported as Continuous operation process in text, portion intercepts Operation Log, script file, and profit are generated according to the continuous operation process Continuous operation process is played back with script file, fault log, processing daily record, file modification daily record and operation are extracted respectively All information in daily record, and corresponding journaling is generated according to the information.The invention is solved in existing system due to not having There is daily record to record the shortage of data of brought Digit Control Machine Tool information system management and the statistics without Digit Control Machine Tool behaviour in service The problem of analysis.Because lathe daily record is, towards machine operation process, information-oriented production management statistical analysis not to be solved Relevant issues, specifically, using current techniques can not obtain automatically finished product specification and quantity, raw material types and quantity, The execution information report such as duration or number of times, the utilization rate of equipment of quantity scrapped, critical process.
The content of the invention
1. technical problem
Existing Digit Control Machine Tool typically has log system function, but the journal file of log system generation is transported only for lathe Row process and information is not complete, it is impossible to which data sheet that is complete or directly counting manufacturing-oriented management, the present invention is for upper Problem is stated there is provided a kind of Digit Control Machine Tool production information acquisition methods, it can realize production based on existing lathe log system The automatic acquisition of managing related data and automatically generating for managerial report, can in real time, simply obtain Digit Control Machine Tool and product The information in process of manufacture.
2. technical scheme
The purpose of the present invention is achieved through the following technical solutions.
A kind of Digit Control Machine Tool production information acquisition methods, the system includes lathe main control computer, database server, form Server and client side;Log read module is provided with described lathe main control computer;Described database server is set There is production information database;Reports module is provided with described report server;
The information acquisition method, its step is:
(1) lathe main control computer is connected to LAN, and disposes on the net database server and report server; Numerical control of machine tools machining code is write, operating numerical control machine tool system reads in the numerical control machining code and produced, Digit Control Machine Tool system System automatically generates journal file;
(2) in lathe main control computer, log read module, log read module are write according to lathe log file formats Internal procedure it is as follows:
A. journal file list is obtained;
B. the journal file in list is read in one by one;
C. the character string information in journal file is progressively scanned;
D. log lines are carried out with time series analysis and structuring processing and storage configuration data, numerical control program is set up and holds Row information table and part machining information table are stored;Described structural data includes lathe operation information and writes numerical control Product, the material information of institute's remarks during code;
E. it is successively read remaining journal file and extracts data;
F. by the journal file renaming read and it is moved to backup file;
(3) the log read module described in is stored data into described production information database automatically, production information Database is created by the data base management system in database server, and the database is used to store log read module The data read, while as the data source of Reports module, wherein, the field in tables of data includes " lathe coding ", " program Title ", " material number ", " part thickness ", " plate size ", " program run time started ", " program end of run time ", " program repeats number of times ", " part name ", " part starts clipping time ", " pts wt ", " laser beam perforation number of times ", " Cutting Length ", " sky walks length ", " clipping time ", " working time ", " downtime " and " downtime ";
(4) in report server, the report style that data and user in production information database are required is set Reports module;
Reports module is responsible for the request that the client described in response is sent, the statistical report form needed for generation user, in form Statement form is defined in module according to demand, corresponding data are counted from the table of production information database;Tabular views can divide Not per diem, the moon, the time cycle in year or material, program, the design of the classification of part, the data source of all forms is from above-mentioned production Set up in the tables of data of information database;
(5) user accesses report server by client, obtains the much information statistics report defined in Reports module Table.
Further, in described step (1), when writing numerical control of machine tools code, by the specification of product, model and The specification information of material is with annotation form write-in numerical control code.
3. beneficial effect
Compared with prior art, its advantage is the present invention:
(1) initial data of production report is obtained automatically by information-based means from lathe PLC log systems, is exempted from Manual record and input are removed;
(2) present invention is such as former by adding the annotation information relevant with the object that the code is processed in numerical control code Material type, size, the information such as finished product title, specification, weight, because these annotation informations can be with the execution of numerical control code It is output in journal file so that log read module of the invention can obtain complete production management information, not only including machine Bed operating procedural information, in addition to the business information such as product specification for adding in the way of programming annotation;
(3) information of lathe production information form programming count of the invention comprehensively, can be with lathe, teams and groups, time interval User's production information form of concern is generated Deng for statistical condition, the automation of lathe production information statistics can be achieved;
(4) acquisition of information in the present invention is all based on network with issue so that institute's management lathe object is not by region Place is limited, and the information system management of cross-region can be achieved;
(5) scalability of the invention height, cost are low, and the Digit Control Machine Tool quantity managed using the present invention is unrestricted, when When increasing lathe, it is only necessary to which installation log reads system and connects network in corresponding lathe computer.
Brief description of the drawings
Fig. 1 is the Machining information extraction grid topological diagram of separate unit lathe;
Fig. 2 is the functional framework figure that Digit Control Machine Tool production information obtains system;
Fig. 3 is the workflow diagram of log read system;
Fig. 4 is using the lathe production information form schematic diagram obtained by the present invention.
Embodiment
The technical scheme of invention is described in detail with specific embodiment below in conjunction with the accompanying drawings.
Embodiment 1
With reference to Fig. 2, exemplified by managing the production information of a cutting machine tool of numerical, the lathe uses famous Germany Produce Global Control digital control systems:
Log read module is got out first, the module is developed using C# language, deal with objects as Global Control Digital control system runs generated journal file, and the daily record is text formatting, and daily record fragment samples are as follows:
Because log recording is very long, random one section of interception is with example herein.As can be seen that journal file is remembered with text behavior Unit is recorded, often row is made up of three parts, it is timestamp to play first Part I, such as " 2011-04-22_19-14-12 ", represents 2011 14 points 12 seconds during on April 22,19 in, Part II is conditional code, such as " 1213 ", " 1211 ", " 138 ", " 302 ", Part III For status information, such as " X=0.0Y=0.0 ", " S:0 ", " Part-Cut-Length/1383/525-FBM29-1 ", " M:Mild Steel T:6.0X:1282.0Y:859.0P:'/Part Programs/k1/test program_GC/ By multiple space characters between 01852580.txt' ", " Part-Cut-Length/2620/525-FBM29-2 ", this three part Separate, wherein the state of state representation machine, such as " 1240 " represent that CNC system loads numerical control program, follow-up status information Loaded program file path is then represented, " 137 " represent to start cutting, and " 138 " represent that cutting terminates, conditional code often will be with Follow-up status information, which is engaged, could represent concrete meaning, such as " 312S:Start fortune under 2 " expression lathe automatic running states OK, " 312S:1 " represents out of service under lathe automatic running state, and the conditional code matching with front and rear log lines is also needed to sometimes Close to judge " 132 " conditional code occur in the particular state of lathe, such as subsequent rows of " 180 " conditional code row, then it represents that lathe stops Machine.Conditional code herein is meant that by taking German Global Control digital control systems as an example, the daily record of other manufacturer's digital control systems Implication refer to related data or guess solution according to knowhow.
The programming of log read module is the machine tooling process letter that structuring is extracted according to the regular implication of above-mentioned daily record Breath, for use in the statistics of Reports module.Such as Fig. 3, the workflow of design log read module is:1st, daily record text is obtained first Part list;2nd, the journal file in list is read in;3rd, the character string information in progressive scan journal file;4th, recognize and filter day Will information, because log information is accompanied by what machine operation was produced in real time, sometimes machine is in malfunction, shuts down shape State, dry run state, a large amount of log lines record now produced is the unconcerned invalid information of user, can be filtered, right The implication that effective information control leading portion example code illustrates carries out structuring processing, is converted into structural data and is saved in data Storehouse;5th, it is successively read remaining journal file and extracts information;6th, by the journal file renaming read and be moved to backup text Part is pressed from both sides.
It is installed to after log read module is compiled in the main control computer of cutting machine tool of numerical, log read system can It is set to timing operation, it is ensured that the log information of CNC system can be read in time.Structural data after extraction is divided to two data Table is stored, and data list structure is following (table 1, table 2), and table 1 is associated with table 2 using jobId fields, wherein, table 1 is used to store Lathe performs the information of some numerical control program, the material as used in performing the program needed for lathe coding, program processing Specification, the program produce the specification of product, the execution number of times of the program, operation starting time, terminate run time etc., table 2 are used to store the part process information corresponding with the row information of table 1, such as clipping time, Cutting Length, perforation number, work Make the information such as time, fault time.
The numerical control program execution information table of table 1
The part machining information table of table 2
Database server is disposed, SQL server2005 Database Systems are installed in database server, life is created Information database is produced, the database is used to store the data that log read module is read, while being used as the data of Reports module Source, therefore, as long as database table structure design meets log read module and the data definition of Reports module will with accessing Ask, in general, " lathe coding ", " program name ", " material number ", " part thickness ", " steel are included in tables of data Board size ", " program run time started ", " program end of run time ", " program repeats number of times ", " part name ", " part starts clipping time ", " pts wt ", " laser beam perforation number of times ", " Cutting Length ", " sky walks length ", " during cutting Between ", " working time ", " downtime ", the field such as " downtime ", as shown in table 1, table 2, for storing log read The structured message that module is extracted, that is, constitute the database module in the present invention.
Deployment Report server, presses the requirement definition statement form of workshop management, from database service in Reports module Corresponding data are counted in the table of device.Reports module in report server uses the RDLC report tools of Microsoft Corporation Design is realized, can also be designed with crystal report (Crystal Report), tabular views can distinguish per diem, the moon, year etc. The classification such as time cycle or material, program, part is designed, and the data source of all forms is from the data of upper production information database Set up in table.Database Systems can also be arranged in same server with Web Reports modules.
Log read module reads information from CNC daily records and is saved in the production information database of database server In, production information database provides data source for Reports module.Reports module is responsible for response user and sent by Web browser Request, the statistical report form needed for generation user, typical form is as shown in Figure 4.
Log read module is arranged in lathe main control computer and access to LAN, database has been disposed on network Server and report server.When Digit Control Machine Tool is produced, machine operation personnel according to product requirement numerical programming code, it is necessary to It is noted that due to numerical control program only for product machining process control, therefore, journal file under normal conditions only Machine tool system state and technical process information can be included, and runs and controls with lathe for having management value in some productions Unrelated information cannot be obtained directly, but this category information can be programmed into numerical control program in programming as annotations In, such as name of product, coding, weight, dimensions, the material of blank and dimensions, such lathe are performing numerical control generation While code, above-mentioned annotation information will be written in journal file, so as to greatly enrich the information of journal file, daily record Read module is realized according to these annotation informations and the relevant information of institute's converted products is read.Here annotation is exactly common journey Sequence code annotation, general comment is to aid in understanding code implication, and annotation here is to add information to journal file In.
When user checks form, report server is accessed in a wired or wireless manner using PC or notebook computer, Network topology is as shown in Figure 1.Reports module is retrieved related data from database server and returned in user computer.
Embodiment 2
Production information management is carried out to many Digit Control Machine Tools.When being managed using the present invention to many Digit Control Machine Tools, side Method is same as Example 1 with step, and only the main control computer of all Digit Control Machine Tools need to be respectively mounted to log read system and accessed Workshop LAN, the management shared database server and Reports module of all lathes, uses numerical control machine in database table Bed numbering distinguishes different lathes, and log read module is when uploading respective machine tool data, while uploading lathe numbering.So just can Realized in Reports module and count production information by lathe numbering.

Claims (1)

1. a kind of Digit Control Machine Tool production information acquisition methods, system includes lathe main control computer, database server, Report Forms Service Device and client;Log read module is provided with described lathe main control computer;Described database server is provided with life Produce information database;Reports module is provided with described report server;
The information acquisition method, its step is:
(1) lathe main control computer is connected to LAN, and disposes on the net database server and report server;Write Numerical control of machine tools machining code, operating numerical control machine tool system reads in the numerical control machining code and produced, and numerically-controlled machine tool system is certainly Dynamic generation journal file;In described step (1), when writing numerical control of machine tools code, by the specification, model and material of product The specification information of material is with annotation form write-in numerical control code;
(2) in lathe main control computer, log read module is write according to lathe log file formats, log read module it is interior Portion's process is as follows:
A. journal file list is obtained;
B. the journal file in list is read in one by one;
C. the character string information in journal file is progressively scanned;
D. log lines are carried out with time series analysis and structuring processing and storage configuration data, numerical control program is set up and performs letter Breath table and part machining information table are stored;Described structural data includes lathe operation information and writes numerical control code When institute's remarks product, material information;
E. it is successively read remaining journal file and extracts data;
F. by the journal file renaming read and it is moved to backup file;
(3) the log read module described in is stored data into described production information database automatically, production information data Storehouse is created by the data base management system in database server, and the database is read for storing log read module The data taken, while as the data source of Reports module, wherein, the field in tables of data includes " lathe coding ", " program name Claim ", " material number ", " part thickness ", " plate size ", " program run time started ", " program end of run time ", " program repeats number of times ", " part name ", " part starts clipping time ", " pts wt ", " laser beam perforation number of times ", " Cutting Length ", " sky walks length ", " clipping time ", " working time ", " downtime " and " downtime ";
(4) in report server, the report style that data and user in production information database are required sets form Module;
Reports module is responsible for the request of customer in response end transmission, the statistical report form needed for generation user, the basis in Reports module Requirement definition statement form, counts corresponding data from the table of production information database;Tabular views can respectively per diem, the moon, The time cycle in year or material, program, the design of the classification of part, the data source of all forms is from above-mentioned production information database Tables of data in set up;
(5) user accesses report server by client, obtains the much information statistical report form defined in Reports module.
CN201410267870.5A 2014-06-16 2014-06-16 A kind of Digit Control Machine Tool production information acquisition methods Expired - Fee Related CN104008201B (en)

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Families Citing this family (19)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN104503362B (en) * 2014-12-30 2017-07-07 重庆大学 Batch workpiece digital control processing progress automatic acquiring method based on Multi-information acquisition
CN105116842B (en) * 2015-07-13 2018-05-11 华中科技大学 A kind of fault data visualization analytic method based on digital control system daily record
CN106600133A (en) * 2016-12-08 2017-04-26 郑州同心创远生物科技有限公司 Rubber product supply chain management system
JP6496332B2 (en) * 2017-01-27 2019-04-03 ファナック株式会社 Information management system, server, information management method and program
JP2018151917A (en) * 2017-03-14 2018-09-27 オムロン株式会社 Control device
CN107153927B (en) * 2017-06-19 2021-02-09 南京南瑞继保电气有限公司 Steel production malfunction management method
CN107179745B (en) * 2017-06-23 2019-05-03 东莞市中泰模具股份有限公司 The CNC of computer readable storage medium and the application medium opens circular hole lathe
JP6936861B2 (en) * 2017-09-15 2021-09-22 株式会社牧野フライス製作所 Electronic manual system for machine tools
CN107798081B (en) * 2017-10-17 2021-05-07 西北工业大学 Hierarchical database model based on material-structure-process correlation
CN109062141A (en) * 2018-08-01 2018-12-21 成都飞机工业(集团)有限责任公司 A kind of NC Machining Process information acquisition method based on coding
CN109165143A (en) * 2018-08-17 2019-01-08 张家港康得新光电材料有限公司 Database detection method, system, server and storage medium
CN109739941A (en) * 2019-01-07 2019-05-10 广州市酷匠信息科技有限公司 A kind of manufacturing schedule collecting method based on equipment performance log
CN110135678A (en) * 2019-03-29 2019-08-16 广州明珞汽车装备有限公司 A kind of process timing sequence analysis method, system and storage medium based on station
CN110990457A (en) * 2019-11-30 2020-04-10 航天科技控股集团股份有限公司 Production report management system
CN111308959A (en) * 2020-03-04 2020-06-19 武汉华中数控股份有限公司 Numerical control machine tool monitoring system and method based on instruction domain data synchronization
CN112000552A (en) * 2020-08-25 2020-11-27 上海控软网络科技有限公司 Machine tool monitoring method, device, system, electronic device and storage medium
CN112000553A (en) * 2020-08-25 2020-11-27 上海控软网络科技有限公司 Machine tool monitoring method and device, electronic device and storage medium
CN112000551A (en) * 2020-08-25 2020-11-27 上海控软网络科技有限公司 Machine tool monitoring method, device, system, electronic device and storage medium
CN114428482A (en) * 2021-12-16 2022-05-03 沈阳富创精密设备股份有限公司 Data acquisition method applied to numerical control machine tool in manufacturing industry

Citations (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN102495591A (en) * 2011-12-21 2012-06-13 江南大学 Method for monitoring numerical control machine
CN103064905A (en) * 2012-12-18 2013-04-24 武汉华中数控股份有限公司 Log management method of numerical control system
CN103076766A (en) * 2013-01-30 2013-05-01 佛山市定中机械有限公司 Can printing machine numerical-control system based on digital motion controller

Family Cites Families (4)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
AU2006213373B2 (en) * 2005-02-14 2009-06-18 Komatsu Ltd. Working machine failure information centralized managing system
US8655480B1 (en) * 2010-11-11 2014-02-18 The Boeing Company Automated filler production method
CN102360199B (en) * 2011-08-22 2013-03-13 无锡压缩机股份有限公司 Processing workpiece quantity on-line statistical method under numeric control environment
CN102681504A (en) * 2012-04-18 2012-09-19 华中科技大学 Industrial data collection and feedback system

Patent Citations (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN102495591A (en) * 2011-12-21 2012-06-13 江南大学 Method for monitoring numerical control machine
CN103064905A (en) * 2012-12-18 2013-04-24 武汉华中数控股份有限公司 Log management method of numerical control system
CN103076766A (en) * 2013-01-30 2013-05-01 佛山市定中机械有限公司 Can printing machine numerical-control system based on digital motion controller

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