CN106021179A - NC code-based linear cutting energy consumption prediction method - Google Patents

NC code-based linear cutting energy consumption prediction method Download PDF

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Publication number
CN106021179A
CN106021179A CN201610328991.5A CN201610328991A CN106021179A CN 106021179 A CN106021179 A CN 106021179A CN 201610328991 A CN201610328991 A CN 201610328991A CN 106021179 A CN106021179 A CN 106021179A
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energy consumption
cutting
thickness
unit interval
wire
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CN106021179B (en
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郑军
王黎航
凌玮
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Zhejiang Lover Health Science and Technology Development Co Ltd
Zhejiang University of Science and Technology ZUST
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Zhejiang Lover Health Science and Technology Development Co Ltd
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    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F17/00Digital computing or data processing equipment or methods, specially adapted for specific functions
    • G06F17/10Complex mathematical operations
    • G06F17/11Complex mathematical operations for solving equations, e.g. nonlinear equations, general mathematical optimization problems

Abstract

The invention discloses an NC code-based linear cutting energy consumption prediction method. The method comprises the following steps of 1, inputting a preprocessed part program code, a part material and the thickness; 2, analyzing the code to obtain parameters of empty wire cutting, linear cutting and arc cutting parts; 3, calling a basic database to obtain basic parameters; and 4, calling an energy consumption prediction model to obtain a predicted energy consumption value. According to the method, the required total energy consumption can be predicted through an NC code, the part material and the thickness. The basic database in the method is obtained through an experimental method.

Description

A kind of line based on NC code cutting energy consumption Forecasting Methodology
[technical field]
The present invention relates to the technical field of energy consumption prediction, a kind of line based on NC code cutting energy consumption Forecasting Methodology Technical field.
[background technology]
Line cutting is that a kind of fine wire (referred to as wire electrode) utilizing continuous moving is made electrode and workpiece is carried out pulse Spark discharge ablation metal, the processing method of excision forming.During Wire EDM work, carry out between wire electrode and workpiece Pulsed discharge.The negative pole of the electrode wire connection pulse power, workpiece connects the positive pole of the pulse power.When carrying out an electric pulse, at electrode Producing a spark discharge between silk and workpiece, central temperature at discharge channel is instantaneous may be up to more than 10000 DEG C, and high temperature makes Workpiece metal melts, and even has a small amount of gasification, and high temperature also makes the working solution part between wire electrode and workpiece produce gasification, these Working solution and metal vapors moment after gasification expand rapidly, and have the characteristic of blast.This thermal expansion and local microburst, Dish out fusing and the metal material that gasified and realize workpiece material is carried out galvanic corrosion cutting processing.
The energy consumption main source of line cutting has host computer energy consumption ECO(Ecomputer), wire transporting energy consumption EW(Ewire- Feed), water pump bath energy consumption EP(Epump), illuminating lamp energy consumption EL(Elamp) energy consumption of constant power and cutting energy consumption ECU (Ecutting) energy consumption of Variable power.Energy consumption is cut for line, if can directly be predicted according to NC code, then in processing Before, directly can be obtained energy consumption by program.
[summary of the invention]
The purpose of the present invention solves the problems of the prior art exactly, proposes a kind of line based on NC code cutting energy consumption pre- Survey method, it is possible to by NC code, part material and thickness, it was predicted that go out required total energy consumption.Basic database in the present invention leads to Cross laboratory method to obtain.
For achieving the above object, the present invention propose a kind of line based on NC code cutting energy consumption Forecasting Methodology, including with Lower step:
The first step: input preprocessing parts program code, part material and thickness;
Second step: code analysis, it is thus achieved that empty wire, straight cuts, circular arc cutting each several part parameter;
3rd step: call basic database, it is thus achieved that underlying parameter;
4th step: call energy consumption forecast model, it is thus achieved that prediction of energy consumption value: empty wire energy consumption EKWPass throughSolve, wherein EDKWFor the empty wire energy consumption under the unit time, XKWFor empty wire length, vwWalk for sky Silk speed;Straight cuts energy consumption EZCUPass throughSolve, wherein EDZCUThick for the unit time Straight cuts energy consumption under Du, XZCUFor straight cuts total length, vCUFor cutting wire travelling speed, ηSFor velocity coeffficient, ηHFor thickness Coefficient, ηCFor material coefficient;Circular arc cutting energy consumption EYCUPass throughSolve, wherein EDYCUEnergy consumption, X is cut for the circular arc under unit time thicknessYCUTotal length, η is cut for circular arcQFor coefficient of curvature;Host computer energy Consumption ECOPass throughSolve, wherein EDCOFor unit time host computer energy consumption; Wire transporting energy consumption EWPass throughSolve, wherein EDWFor unit time wire transporting energy consumption; Water pump bath energy consumption EPPass throughSolve, wherein EDPRush for unit time water pump Water consumption;Illuminating lamp energy consumption ELPass throughSolving, wherein a is 0 or 1, and a is 0 table Showing and do not turn on light, a is that 1 expression is turned on light, EDLFor unit time illuminating lamp energy consumption;Total energy consumption EZPass through EZ=EKW+EZCU+EYCU+ECO+EW +EP+ELSolve.
As preferably, the code analysis method in described second step is: judge whether have in preprocessing parts program code B, distinguishes and uses 3B format program processing method and ISO format program processing method, it is thus achieved that empty wire, straight cuts, circular arc are cut Cut each several part parameter: empty wire length, straight cuts total length, circular arc cut total length, circular arc cut radius.
As preferably, the basic database in described 3rd step includes material coefficient ηC, thickness coefficient ηH, velocity coeffficient ηS、 Empty wire travelling speed vw, cutting wire travelling speed vCU, empty wire energy consumption E under the unit intervalDKW, straight line under unit interval thickness cuts Cut energy consumption EDZCU, circular arc cutting energy consumption E under unit interval thicknessDYCU, coefficient of curvature ηQ, unit interval host computer energy consumption EDCO, unit interval wire transporting energy consumption EDW, unit interval water pump bath energy consumption EDP, unit interval illuminating lamp energy consumption EDL, empty wire speed Degree vw, cutting wire travelling speed vCUAcquisition according to lathe property, remaining parameter is all obtained by laboratory method, by data acquisition packaging Putting the power curve obtaining wire cutting machine tool, the integration of power over time is energy consumption, and experimental procedure is:
The first step: open host computer, now measured energy consumption is E divided by the timeDCO
Second step: opening water pump bath, the energy consumption increased in the unit interval is EDP
3rd step: wire transporting, the energy consumption increased in the unit interval is EDW
4th step: open illuminating lamp, the energy consumption increased in the unit interval is EDL
5th step: carry out wire, the energy consumption increased in cutting to the unit interval before workpiece is EDKW
6th step: straight cuts thickness is that the 4th step that compares in the unit interval during stainless steel work-piece of 1mm increases Energy consumption is EDZCU;In the case of straight cuts, change cutting thickness is nmm, obtains the unit interval straight cuts energy under thickness nmm Consumption EDnZCU, thickness coefficient ηHMeet EDnZCU=n*EDZCUH, thus obtain the thickness coefficient η under nmm thicknessH
7th step: straight cuts thickness be the Cutting Length in the unit interval during stainless steel work-piece of 1mm be X1D, straight line Cutting thickness be the Cutting Length in the unit interval during stainless steel work-piece of nmm be XnD, thus obtain the speed under nmm thickness Coefficient
8th step: circular arc cutting thickness is the stainless steel work-piece of 1mm, cut radius is the circle of 1mm, unit interval internal phase The energy consumption that relatively the 4th step increases is EDYCU;In the case of circular arc cutting, the arc radius changing cutting is rmm, obtains radius rmm Under unit interval circular arc cutting energy consumption EDrYCU, coefficient of curvature meets EDrYCU=r*EDYCUQ, thus obtain under rmm radius Coefficient of curvature ηQ
9th step: straight cuts thickness is that the 4th step that compares in the unit interval during other materials workpiece of 1mm increases Energy consumption be EDQZCU, the material coefficient of other materials is
As preferably, described velocity coeffficient ηS, material coefficient ηC, thickness coefficient ηH, coefficient of curvature ηQ, a be immeasurable Guiding principle parameter, empty wire length XKW, straight cuts total length XZCU, circular arc cutting total length XYCU, straight cuts thickness be 1mm not The Cutting Length in unit interval during rust steel workpiece is X1D, straight cuts thickness unit when being the stainless steel work-piece of nmm time Interior Cutting Length XnDUnit be mm, empty wire travelling speed vw, cutting wire travelling speed vCUUnit be mm/s, empty wire Energy consumption EKW, empty wire energy consumption E under unit length thicknessDKW, straight cuts energy consumption EZCU, straight cuts under unit length thickness Energy consumption EDZCU, circular arc cutting energy consumption EYCU, circular arc cutting energy consumption E under unit length thicknessDYCU, host computer energy consumption ECO, unit Time host computer energy consumption EDCO, wire transporting energy consumption EW, unit interval wire transporting energy consumption EDW, water pump bath energy consumption EP, unit interval water pump Bath energy consumption EDP, illuminating lamp energy consumption EL, unit interval illuminating lamp energy consumption EDL, total energy consumption EZUnit be J.
Beneficial effects of the present invention: the present invention can pass through NC code, part material and thickness, it was predicted that goes out required total energy Consumption.Basic database in the present invention is obtained by laboratory method.
Inventive feature and advantage will combine accompanying drawing by embodiment and be described in detail.
[accompanying drawing explanation]
Fig. 1 is the method figure of a kind of line based on NC code of present invention cutting energy consumption Forecasting Methodology;
Fig. 2 is the code analysis methods figure of a kind of line based on NC code of present invention cutting energy consumption Forecasting Methodology;
Fig. 3 is the 3B format program processing method figure of a kind of line based on NC code of present invention cutting energy consumption Forecasting Methodology;
Fig. 4 is the 3B format program circular arc processing method of a kind of line based on NC code of present invention cutting energy consumption Forecasting Methodology Figure;
Fig. 5 is the ISO format program processing method figure of a kind of line based on NC code of present invention cutting energy consumption Forecasting Methodology;
Fig. 6 is the ISO format program circular arc process side of a kind of line based on NC code of present invention cutting energy consumption Forecasting Methodology Method figure;
Fig. 7 is the basic database method for building up figure of a kind of line based on NC code of present invention cutting energy consumption Forecasting Methodology;
Fig. 8 is the embodiment cutting image shape graph of a kind of line based on NC code of present invention cutting energy consumption Forecasting Methodology.
[detailed description of the invention]
Refering to Fig. 1~Fig. 8, the present invention, comprise the following steps:
The first step: input preprocessing parts program code, part material and thickness;
Second step: code analysis, it is thus achieved that empty wire, straight cuts, circular arc cutting each several part parameter;
3rd step: call basic database, it is thus achieved that underlying parameter;
4th step: call energy consumption forecast model, it is thus achieved that prediction of energy consumption value: empty wire energy consumption EKWPass throughSolve, wherein EDKWFor the empty wire energy consumption under the unit time, XKWFor empty wire length, vwWalk for sky Silk speed;Straight cuts energy consumption EZCUPass throughSolve, wherein EDZCUThick for the unit time Straight cuts energy consumption under Du, XZCUFor straight cuts total length, vCUFor cutting wire travelling speed, ηSFor velocity coeffficient, ηHFor thickness Coefficient, ηCFor material coefficient;Circular arc cutting energy consumption EYCUPass throughSolve, wherein EDYCUEnergy consumption, X is cut for the circular arc under unit time thicknessYCUTotal length, η is cut for circular arcQFor coefficient of curvature;Host computer energy Consumption ECOPass throughSolve, wherein EDCOFor unit time host computer energy Consumption;Wire transporting energy consumption EWPass throughSolve, wherein EDWFor unit time wire transporting energy Consumption;Water pump bath energy consumption EPPass throughSolve, wherein EDPFor unit time water pump Bath energy consumption;Illuminating lamp energy consumption ELPass throughSolving, wherein a is 0 or 1, and a is 0 Representing and do not turn on light, a is that 1 expression is turned on light, EDLFor unit time illuminating lamp energy consumption;Total energy consumption EZPass through EZ=EKW+EZCU+EYCU+ECO+ EW+EP+ELSolve.
Concrete, the code analysis method in described second step is: judge whether have B in preprocessing parts program code, Distinguish and use 3B format program processing method and ISO format program processing method, it is thus achieved that empty wire, straight cuts, circular arc cutting Each several part parameter: empty wire length, straight cuts total length, circular arc cutting total length, circular arc cut radius.
Concrete, the basic database in described 3rd step includes material coefficient ηC, thickness coefficient ηH, velocity coeffficient ηS, empty Wire travelling speed vw, cutting wire travelling speed vCU, empty wire energy consumption E under the unit intervalDKW, straight cuts under unit interval thickness Energy consumption EDZCU, circular arc cutting energy consumption E under unit interval thicknessDYCU, coefficient of curvature ηQ, unit interval host computer energy consumption EDCO、 Unit interval wire transporting energy consumption EDW, unit interval water pump bath energy consumption EDP, unit interval illuminating lamp energy consumption EDL, empty wire travelling speed vw、 Cutting wire travelling speed vCUAcquisition according to lathe property, remaining parameter is all obtained by laboratory method, is obtained by data acquisition unit Obtaining the power curve of wire cutting machine tool, the integration of power over time is energy consumption, and experimental procedure is:
The first step: open host computer, now measured energy consumption is E divided by the timeDCO
Second step: opening water pump bath, the energy consumption increased in the unit interval is EDP
3rd step: wire transporting, the energy consumption increased in the unit interval is EDW
4th step: open illuminating lamp, the energy consumption increased in the unit interval is EDL
5th step: carry out wire, the energy consumption increased in cutting to the unit interval before workpiece is EDKW
6th step: straight cuts thickness is that the 4th step that compares in the unit interval during stainless steel work-piece of 1mm increases Energy consumption is EDZCU;In the case of straight cuts, change cutting thickness is nmm, obtains the unit interval straight cuts energy under thickness nmm Consumption EDnZCU, thickness coefficient ηHMeet EDnZCU=n*EDZCUH, thus obtain the thickness coefficient η under nmm thicknessH
7th step: straight cuts thickness be the Cutting Length in the unit interval during stainless steel work-piece of 1mm be X1D, straight line Cutting thickness be the Cutting Length in the unit interval during stainless steel work-piece of nmm be XnD, thus obtain the speed under nmm thickness Coefficient
8th step: circular arc cutting thickness is the stainless steel work-piece of 1mm, cut radius is the circle of 1mm, unit interval internal phase The energy consumption that relatively the 4th step increases is EDYCU;In the case of circular arc cutting, the arc radius changing cutting is rmm, obtains radius rmm Under unit interval circular arc cutting energy consumption EDrYCU, coefficient of curvature meets EDrYCU=r*EDYCUQ, thus obtain under rmm radius Coefficient of curvature ηQ
9th step: straight cuts thickness is that the 4th step that compares in the unit interval during other materials workpiece of 1mm increases Energy consumption be EDQZCU, the material coefficient of other materials is
Concrete, described velocity coeffficient ηS, material coefficient ηC, thickness coefficient ηH, coefficient of curvature ηQ, a be dimensionless Parameter, empty wire length XKW, straight cuts total length XZCU, circular arc cutting total length XYCU, straight cuts thickness be the stainless of 1mm The Cutting Length in unit interval during steel workpiece is X1D, straight cuts thickness unit interval when being the stainless steel work-piece of nmm Interior Cutting Length XnDUnit be mm, empty wire travelling speed vw, cutting wire travelling speed vCUUnit be mm/s, empty wire energy Consumption EKW, empty wire energy consumption E under unit length thicknessDKW, straight cuts energy consumption EZCU, straight cuts energy under unit length thickness Consumption EDZCU, circular arc cutting energy consumption EYCU, circular arc cutting energy consumption E under unit length thicknessDYCU, host computer energy consumption ECO, unit time Between host computer energy consumption EDCO, wire transporting energy consumption EW, unit interval wire transporting energy consumption EDW, water pump bath energy consumption EP, unit interval water pump punching Water consumption EDP, illuminating lamp energy consumption EL, unit interval illuminating lamp energy consumption EDL, total energy consumption EZUnit be J.
Work process of the present invention:
A kind of line based on NC code of present invention cutting energy consumption Forecasting Methodology in the course of the work, is processed so that accompanying drawing 8 is required Diagram shape thickness 3mm cast iron part as a example by illustrate, only know that need to process thickness is 3mm, material is cast iron, NC program As follows, obtain empty wire, straight cuts, circular arc cutting each several part parameter in two kinds of situation, it is known that 3B format program and Know ISO format program.One unit length, for 1mm;One unit thickness is 1mm;One unit interval is 1s.
Situation one:
3B format program is:
N001 B B10000 B10000 GY L4;
N002 B B25000 B50000 GX SR1;
N003 B3 B3 B30000 GX L3;
N004 B3 B3 B30000 GX L2;
N005 B10000 B24000 B42000 GX NR4;
N006 B70000 B B70000 GX L1;
N007 B B10000 B10000 GY L2;
N008 D。
The first step: identification N is alphabetic word, the number of N is n=8;
Second step: completion program, for each line program, if without space after identifying B, then supplements numeral 0;Identify number after B Value is units, then identify the number of the 3rd B numerical value 0, add this number 0, become after above defect numerical value:
N001 B0 B10000 B10000 GY L4;
N002 B0 B25000 B50000 GX SR1;
N003 B30000 B30000 B30000 GX L3;
N004 B30000 B30000 B30000 GX L2;
N005 B10000 B24000 B42000 GX NR4;
N006 B70000 B0 B70000 GX L1;
N007 B0 B10000 B10000 GY L2;
N008 D;
3rd step: contrast the first row and the 7th line program, obtains empty wire length XKWFor 15mm, straight cuts a length of two After the 3rd B of row, numerical value deducts 15mm after removing 1000 and is 5mm;
4th step: the program line of band L is carried out straight cuts parameter extraction operation, extracting method is: the number after first B According to note B1, the data note B2 after second B, the radical sign value of a length of B1, B2 quadratic sum, unit um;3rd line program, the 4th stroke Sequence, the 6th line program carry out length extractionExtract To parameter add up as straight cuts total length
5th step: the program line of band R is carried out the extraction of circular arc cutting parameter and operates, the data accumulation that will extract successively, The program of final stage band R until having added up, thus obtain circular arc cutting total length XYCU: the first step: obtain starting point place as Limit, cut direction: the 2nd line program is band SR1, and starting point is at first quartile, and cut direction is clockwise;5th line program is band NR4, Starting point is in fourth quadrant, and cut direction is counterclockwise;Second step: solve this quadrant long at this counting direction length value, circular arc, geometry Method solves: the first quartile inside counting direction length value method of geometry of the 2nd line program solves and obtains 25000um, and circular arc is long It is 12500 π um, r=25000um;The fourth quadrant inside counting direction length value method of geometry of the 5th line program solves and obtains 16000um, circular arc is a length ofR=26000um;3rd step: judge counting step and second step institute Seek length relation, and solve: the counting step of the 2nd line program is 50000um, 50000um 25000um, then length in this quadrant Length 12500 π um required by second step, remaining quadrant is obtained by following operation;The counting step of the 5th line program is 42000um, 42000um > 16000um, then length required by a length of second step in this quadrantIts Afterimage limit is obtained by following operation;4th step: judge the quadrant district of process: the 2nd line program, (counting step 50000um-second Required length 25000um of step)/radius 25000um obtains more than 10, then judges to cut 14 liang clockwise according to 14321432 sequence numbers Individual quadrant;5th line program, (length 16000um required by counting step 42000um-second step)/radius 26000um obtains more than 10, then Judge to cut 41 two quadrants counterclockwise according to 12341234 sequence numbers;5th step: a point quadrant solves, and the whole quadrant that comprises is / 4th of full circle, the most whole quadrant comprised utilizes geometrical relationship to solve: the fourth quadrant Inner arc of the 2nd line program is a length of 12500 π um, a length of 13000 π um of first quartile Inner arc of the 5th line program;6th step: accumulative all quadrants arc length obtains Counting step is more than circular arc Cutting Length during length required by second step, and the 2nd line program is 25000 π um=25 π mm, the 5th stroke Sequence is
Add up the parameter extracted to cut total length for circular arc
Situation two:
ISO format program is:
N001 G00 X0 Y0;
N002 G01 Y-10000;
N003 G02 Y-60000 J-35000;
N004 G01 X-30000 Y-90000;
N005 G01 X-60000 Y-60000;
N006 G03 X-70000 Y-10000 I-70000 J-36000;
N007 G01 Y-10000;
N008 G00 X0 Y0;
N009 M02。
The first step: identification N is alphabetic word, the number of N be n, n be 9;
Second step: completion program, for each line program, identifies that one only occur in X, Y, then supplement another letter and at this Numeral 0 is supplemented after letter;Identify that one only occur in I, J, then supplement another letter and after this letter, supplement numeral 0, becoming:
N001 G00 X0 Y0;
N002 G01 X0 Y-10000;
N003 G02 X0 Y-60000 I0 J-35000;
N004 G01 X-30000 Y-90000;
N005 G01 X-60000 Y-60000;
N006 G03 X-70000 Y-10000 I-70000 J-36000;
N007 G01 X0 Y-10000;
N008 G00 X0 Y0;
N009 M02;
3rd step: the 3rd step: relatively front two row and last two line programs, obtains empty wire length XKWFor 15mm, straight cuts A length of: the radical sign value of Xn-2, Yn-2 quadratic sum of the radical sign value of second segment running length X2, Y2 quadratic sum+last three row- 15000, unit is um,
4th step: will carry out straight cuts parameter extraction operation except the program line of front two row and the band G01 of last three row, extracts Method is: assume to extract the i-th step data, and (Xi-Xi-1), the radical sign value of (Yi-Yi-1) quadratic sum are the length of this step operation, unit For um;The data accumulation extracted is straight cuts total length XZCU;4th line program, the 5th line program, the 7th line program are except front two The program line of the band G01 of row and last three row, the straight cuts obtaining three row according to said method is a length of: 70mm, thus add up to obtain straight cuts total length
5th step: the program line recognizing G02, G03 carrying out circular arc cutting parameter and extracts operation, the data extracted are tired out It is calculated as circular arc cutting total length XYCU: the first step: obtain starting point coordinate, central coordinate of circle, terminal point coordinate, radius;Starting point coordinate extracts Numerical value composition after X, Y of lastrow program, central coordinate of circle is numerical value composition after I, J of this line program, and terminal point coordinate is this Numerical value composition after X, Y of line program, radius is the distance of starting point and the center of circle, the 3rd line program, starting point coordinate (0 ,-10000), Central coordinate of circle (0 ,-35000), terminal point coordinate (0 ,-60000), radius 25000;6th line program, starting point coordinate (-60000 ,- 60000), central coordinate of circle (-70000 ,-36000), terminal point coordinate (-70000 ,-10000), radius 26000;Second step: Gui Yuan Change: being converted into zero point coordinate, starting point coordinate, central coordinate of circle, the transverse and longitudinal coordinate of terminal point coordinate all deduct the numerical value of central coordinate of circle, the 3 line programs, starting point coordinate (0,25000), central coordinate of circle (0,0), terminal point coordinate (0 ,-25000);6th line program, starting point coordinate (10000 ,-24000), central coordinate of circle (0,0), terminal point coordinate (0,26000);3rd step: judge starting point coordinate, terminal point coordinate institute At quadrant, it is judged that method is: abscissa, vertical coordinate are just for first quartile, abscissa for negative, vertical coordinate for be just second as Limit, abscissa, vertical coordinate are to be born as third quadrant, abscissa for just, vertical coordinate for bearing as fourth quadrant, the 3rd line program, Point is at first quartile, and terminal is in fourth quadrant;6th line program, starting point is in fourth quadrant, and terminal is at first quartile;4th step: sentence The quadrant district that cracked ends is crossed, the program segment of band G02 judges according to 14321432 sequence numbers, and terminus place quadrant numeral goes out in order Existing word string, it is desirable to less than four numerals;Program segment with G03 judges according to 12341234 sequence numbers, terminus place as The word string that limit numeral occurs in order, it is desirable to less than four numerals;3rd line program, crosses first quartile, fourth quadrant;6th row Program, crosses fourth quadrant, first quartile;5th step: a point quadrant solves, whole comprise that quadrant is full circle 1/4th, the most whole The individual quadrant comprised utilizes geometrical relationship to solve, the 3rd line program, and first quartile is 12500 π um, and fourth quadrant is 12500 π um;6th line program, fourth quadrant isFirst quartile is 13000 π um;6th step: accumulative all quadrants circle Arc length degree, the 3rd line program is 25000 π um=25 π mm;6th line program is
Add up the parameter extracted to cut total length for circular arc
After obtaining empty wire, straight cuts, circular arc cutting each several part parameter according to 3B program or ISO program, can call Basic database, it is thus achieved that underlying parameter, underlying parameter includes sky wire travelling speed vw, cutting wire travelling speed vCU, velocity coeffficient ηS, thick Degree coefficient ηH, material coefficient ηC, coefficient of curvature ηQ.Above-mentioned basic database is except empty wire travelling speed vwWith cutting wire travelling speed vCUBy Outside lathe property obtains, remaining is built by laboratory method.Call energy consumption forecast model, prediction of energy consumption value can be obtained.
The present invention, it is possible to by NC code, part material and thickness, it was predicted that go out required total energy consumption.Basis in the present invention Data base is obtained by laboratory method.
Above-described embodiment is the description of the invention, is not limitation of the invention, any to simple transformation of the present invention after Scheme belong to protection scope of the present invention.

Claims (4)

1. line based on a NC code cutting energy consumption Forecasting Methodology, it is characterised in that: comprise the following steps:
The first step: input preprocessing parts program code, part material and thickness;
Second step: code analysis, it is thus achieved that empty wire, straight cuts, circular arc cutting each several part parameter;
3rd step: call basic database, it is thus achieved that underlying parameter;
4th step: call energy consumption forecast model, it is thus achieved that prediction of energy consumption value: empty wire energy consumption EKWPass throughAsk Solve, wherein EDKWFor the empty wire energy consumption under the unit time, XKWFor empty wire length, vwFor empty wire travelling speed;Straight cuts energy consumption EZCUPass throughSolve, wherein EDZCUFor the straight cuts energy consumption under unit time thickness, XZCUFor straight cuts total length, vCUFor cutting wire travelling speed, ηSFor velocity coeffficient, ηHFor thickness coefficient, ηCFor material coefficient;Circle Arc cutting energy consumption EYCUPass throughSolve, wherein EDYCUFor under unit time thickness Circular arc cutting energy consumption, XYCUTotal length, η is cut for circular arcQFor coefficient of curvature;Host computer energy consumption ECOPass throughSolve, wherein EDCOFor unit time host computer energy consumption;Wire transporting energy consumption EWPass throughSolve, wherein EDWFor unit time wire transporting energy consumption;Water pump is washed by water Energy consumption EPPass throughSolve, wherein EDPFor unit time water pump bath energy consumption;According to Bright lamp energy consumption ELPass throughSolving, wherein a is 0 or 1, and a is that 0 expression is not turned on light, A is that 1 expression is turned on light, EDLFor unit time illuminating lamp energy consumption;Total energy consumption EZPass through EZ=EKW+EZCU+EYCU+ECO+EW+EP+ELAsk Solve.
A kind of line based on NC code cutting energy consumption Forecasting Methodology, it is characterised in that: described second Code analysis method in step is: judge whether to have in preprocessing parts program code B, distinguishes and uses 3B format program process side Method and ISO format program processing method, it is thus achieved that empty wire, straight cuts, circular arc cutting each several part parameter: empty wire length, straight Line cutting total length, circular arc cutting total length, circular arc cut radius.
A kind of line based on NC code cutting energy consumption Forecasting Methodology, it is characterised in that: the described 3rd Basic database in step includes material coefficient ηC, thickness coefficient ηH, velocity coeffficient ηS, empty wire travelling speed vw, cutting wire travelling speed vCU, empty wire energy consumption E under the unit intervalDKW, straight cuts energy consumption E under unit interval thicknessDZCU, under unit interval thickness Circular arc cutting energy consumption EDYCU, coefficient of curvature ηQ, unit interval host computer energy consumption EDCO, unit interval wire transporting energy consumption EDW, unit Time water pump bath energy consumption EDP, unit interval illuminating lamp energy consumption EDL, empty wire travelling speed vw, cutting wire travelling speed vCUAcquisition root According to lathe property, remaining parameter is all obtained by laboratory method, is obtained the power curve of wire cutting machine tool by data acquisition unit, The integration of power over time is energy consumption, and experimental procedure is:
The first step: open host computer, now measured energy consumption is E divided by the timeDCO
Second step: opening water pump bath, the energy consumption increased in the unit interval is EDP
3rd step: wire transporting, the energy consumption increased in the unit interval is EDW
4th step: open illuminating lamp, the energy consumption increased in the unit interval is EDL
5th step: carry out wire, the energy consumption increased in cutting to the unit interval before workpiece is EDKW
6th step: straight cuts thickness is the energy consumption that the 4th step increases that compares in the unit interval during stainless steel work-piece of 1mm For EDZCU;In the case of straight cuts, change cutting thickness is nmm, obtains the unit interval straight cuts energy consumption under thickness nmm EDnZCU, thickness coefficient ηHMeet EDnZCU=n*EDZCUH, thus obtain the thickness coefficient η under nmm thicknessH
7th step: straight cuts thickness be the Cutting Length in the unit interval during stainless steel work-piece of 1mm be X1D, straight cuts Thickness be the Cutting Length in the unit interval during stainless steel work-piece of nmm be XnD, thus obtain the velocity coeffficient under nmm thickness
8th step: circular arc cutting thickness is the stainless steel work-piece of 1mm, cut radius is the circle of 1mm, compares in the unit interval The energy consumption that 4th step increases is EDYCU;In the case of circular arc cutting, the arc radius changing cutting is rmm, obtains under radius rmm Unit interval circular arc cutting energy consumption EDrYCU, coefficient of curvature meets EDrYCU=r*EDYCUQ, thus obtain the curvature under rmm radius Coefficient ηQ
9th step: straight cuts thickness is the energy that the 4th step increases that compares in the unit interval during other materials workpiece of 1mm Consumption is EDQZCU, the material coefficient of other materials is
A kind of line based on NC code cutting energy consumption Forecasting Methodology, its feature exists In: described velocity coeffficient ηS, material coefficient ηC, thickness coefficient ηH, coefficient of curvature ηQ, a be dimensionless group, empty wire Length XKW, straight cuts total length XZCU, circular arc cutting total length XYCU, straight cuts thickness is when being the stainless steel work-piece of 1mm Cutting Length in unit interval is X1D, cutting in straight cuts thickness unit interval when being the stainless steel work-piece of nmm long Degree XnDUnit be mm, empty wire travelling speed vw, cutting wire travelling speed vCUUnit be mm/s, empty wire energy consumption EKW, unit Empty wire energy consumption E under length thicknessDKW, straight cuts energy consumption EZCU, straight cuts energy consumption E under unit length thicknessDZCU, circle Arc cutting energy consumption EYCU, circular arc cutting energy consumption E under unit length thicknessDYCU, host computer energy consumption ECO, unit interval computer master Function consumption EDCO, wire transporting energy consumption EW, unit interval wire transporting energy consumption EDW, water pump bath energy consumption EP, unit interval water pump bath energy consumption EDP, illuminating lamp energy consumption EL, unit interval illuminating lamp energy consumption EDL, total energy consumption EZUnit be J.
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Cited By (6)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN106475908A (en) * 2016-11-08 2017-03-08 上海大学 Follow grinding process lathe operation energy consumption Forecasting Methodology based on standard G code
CN108255132A (en) * 2016-12-28 2018-07-06 浙江科技学院 A kind of method for waveform identification based on wire cutting power curve mutation waveform database
CN109613890A (en) * 2019-01-10 2019-04-12 湖南科技大学 A kind of machine tooling efficiency prediction technique
CN110560921A (en) * 2019-08-22 2019-12-13 浙江科技学院 total energy consumption prediction method for laser cutting based on shortest distance
CN110560922A (en) * 2019-08-22 2019-12-13 浙江科技学院 Machining energy consumption prediction method for laser cutting based on geometric features
CN112276263A (en) * 2020-10-14 2021-01-29 宁波市博虹机械制造开发有限公司 G code-based special motion control method for electric spark forming machine

Citations (5)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN103390195A (en) * 2013-05-28 2013-11-13 重庆大学 Machine workshop task scheduling energy-saving optimization system based on reinforcement learning
CN104834787A (en) * 2015-05-18 2015-08-12 江南大学 Perception and analysis method for energy consumption of bearing grinding machine production workshop
CN105159237A (en) * 2015-06-29 2015-12-16 中国西电电气股份有限公司 Energy consumption prediction method for digitalized workshop numerical control machine tool
CN105204433A (en) * 2015-09-30 2015-12-30 重庆大学 Machine tool energy-saving running method for switching machine tool states within random machining interval
CN105259791A (en) * 2015-11-16 2016-01-20 哈尔滨工业大学 Machining parameter optimization method based on general cutting energy consumption model

Patent Citations (5)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN103390195A (en) * 2013-05-28 2013-11-13 重庆大学 Machine workshop task scheduling energy-saving optimization system based on reinforcement learning
CN104834787A (en) * 2015-05-18 2015-08-12 江南大学 Perception and analysis method for energy consumption of bearing grinding machine production workshop
CN105159237A (en) * 2015-06-29 2015-12-16 中国西电电气股份有限公司 Energy consumption prediction method for digitalized workshop numerical control machine tool
CN105204433A (en) * 2015-09-30 2015-12-30 重庆大学 Machine tool energy-saving running method for switching machine tool states within random machining interval
CN105259791A (en) * 2015-11-16 2016-01-20 哈尔滨工业大学 Machining parameter optimization method based on general cutting energy consumption model

Non-Patent Citations (4)

* Cited by examiner, † Cited by third party
Title
丁春伟等: "智能数控提高机床能效的研究", 《机电产品开发与创新》 *
何彦等: "数控机床多能量源的动态能耗建模与仿真方法", 《机械工程学报》 *
徐立云等: "机加工过程一类能耗估算模型", 《同济大学学报(自然科学版)》 *
郑军等: "基于 Petri 网的砂型铸造工序能耗计算模型", 《中国机械工程》 *

Cited By (7)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN106475908A (en) * 2016-11-08 2017-03-08 上海大学 Follow grinding process lathe operation energy consumption Forecasting Methodology based on standard G code
CN108255132A (en) * 2016-12-28 2018-07-06 浙江科技学院 A kind of method for waveform identification based on wire cutting power curve mutation waveform database
CN108255132B (en) * 2016-12-28 2021-01-08 浙江科技学院 Waveform identification method based on linear cutting power curve mutation waveform database
CN109613890A (en) * 2019-01-10 2019-04-12 湖南科技大学 A kind of machine tooling efficiency prediction technique
CN110560921A (en) * 2019-08-22 2019-12-13 浙江科技学院 total energy consumption prediction method for laser cutting based on shortest distance
CN110560922A (en) * 2019-08-22 2019-12-13 浙江科技学院 Machining energy consumption prediction method for laser cutting based on geometric features
CN112276263A (en) * 2020-10-14 2021-01-29 宁波市博虹机械制造开发有限公司 G code-based special motion control method for electric spark forming machine

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