一种改进雷达图法用于材料切削加工性综合评价

孙涛; 梁晋; 钟铃; 朱留宪; 李登万

doi:10.13433/j.cnki.1003-8728.2018.0713

一种改进雷达图法用于材料切削加工性综合评价

doi: 10.13433/j.cnki.1003-8728.2018.0713

孙涛^1,2,
梁晋^1, ,,
钟铃²,
朱留宪²,
李登万²

1.
西安交通大学机械工程学院机械制造系统工程国家重点实验, 西安 710049;
2.
四川工程职业技术学院四川省高温合金切削工艺技术工程实验室, 四川德阳 618000

基金项目:

国家自然科学基金项目（51675404，51421004）与四川省科技支撑计划项目（2014RZ0048）资助

详细信息

作者简介:
孙涛(1982-),副教授,博士研究生,研究方向为机械设计与制造、光学测量技术,sunmark2005@163.com

通讯作者:
梁晋,教授,博士生导师,博士,liangjin@mail.xjtu.edu.cn

计量
- 文章访问数: 239
- HTML全文浏览量: 48
- PDF下载量: 15
- 被引次数: 0
出版历程
- 收稿日期: 2017-10-18
- 刊出日期: 2018-07-05

Comprehensive Evaluation of Material Machinability Via Improved Radar-graph Method

1.
State Key Laboratory for Manufacturing Systems Engineering, School of Mechanical Engineering, Xi'an Jiaotong University, Xi'an 710049, China;
2.
Sichuan Province Engineering Laboratory for Superalloy Cutting Technology, Sichuan Engineering Technical College, Sichuan Deyang 618000, China

摘要

摘要: 雷达图法可以对材料切削加工性进行定性评判和定量评价，但尚有指标赋权和有效评价这两个关键问题未得到很好解决。运用数理统计原理对主、客观赋权法得到的指标权值分别处理，基于组合权值与原主、客观值之间的偏差综合最小的优化思想，得到各项指标的组合权值，解决了雷达图中指标赋权问题。定义了包含雷达图周长与面积特征向量的综合评价指数K，对材料切削加工性进行有效的定量评价。最后给出了Ti6Al4V钛合金、AISI316L不锈钢、P20塑模钢、20钢和正火45钢的材料切削加工性评价实例。应用实例验证了本文方法的可行性、合理性和有效性。
- 雷达图法 /
- 切削加工性 /
- 组合赋权 /
- 综合评价
Abstract: Using the radar-graph method, material machinability could be evaluated qualitatively and quantitatively. However, there are still two key problems to be resolved, which is the index weight determining and effective evaluation. The comprehensive evaluation method was proposed to solve the first question. The mathematical statistics method was used to process the weight of index, which was decided by the subjective or objective weighting method. The optimization model was established based on the minimizing the total deviations between the original evaluation weight and the combination weight. And the comprehensive evaluation index K contained the area vector and the perimeter vector of radar graph was defined to evaluate the material machinability quantitatively. The machinability examples of Ti6Al4V titanium alloy, AISI316L stainless steel, P20 plastic mould steel, 20 steel and normalized 45 steel were provided finally. The verification results verify the feasibility, reliability and validity of the method.
- radar-graph method /
- machinability /
- combination weighting /
- comprehensive evaluation

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参考文献(21)

[1]	陆剑中,孙家宁.金属切削加原理与刀具[M].5版.北京:机械工业出版社,2011 Lu J Z, Sun J N. Metal cutting and tool[M]. 5th ed. Beijing:China Machine Press, 2011(in Chinese)
[2]	徐林红.难加工材料可加工性分析方法的研究[D].武汉:武汉理工大学,2010 Xu L H. Research on the machinability evaluation method for difficult-to-cut materials[D]. Wuhan:Wuhan University of Technology, 2010(in Chinese)
[3]	Segreto T, Caggiano A, Teti R. Neuro-fuzzy system implementation in multiple sensor monitoring for Ni-Ti alloy machinability evaluation[J]. Procedia CIRP, 2015,37:193-198
[4]	Goddard W, Kubicka E M, Kubicki G. An efficient algorithm for stopping on a sink in a directed graph[J]. Operations Research Letters, 2013,41(3):238-240
[5]	Maiyar L M, Ramanujam R, Venkatesan K, et al. Optimization of machining parameters for end milling of inconel 718 super alloy using Taguchi based grey relational analysis[J]. Procedia Engineering, 2013,64:1276-1282
[6]	Kuosmanen T, Johnson A L. Data envelopment analysis as nonparametric least-squares regression[J]. Operations Research, 2010,58(1):149-160
[7]	Dey S, Chakraborty S. A study on the machinability of some metal alloys using grey TOPSIS method[J]. Decision Science Letters, 2016,5(1):31-44
[8]	Koyee R D, Eisseler R, Schmauder S. Application of Taguchi coupled Fuzzy Multi Attribute Decision Making (FMADM) for optimizing surface quality in turning austenitic and duplex stainless steels[J]. Measurement, 2014,58:375-386
[9]	Wan Y, Cheng K, Liu Z Q, et al. An investigation on machinability assessment of difficult-to-cut materials based on radar charts[J]. Proceedings of the Institution of Mechanical Engineers, Part B:Journal of Engineering Manufacture, 2013,227(12):1916-1920
[10]	杜劲,刘战强.基于雷达图法的材料切削加工性评价[J].机床与液压,2011,39(15):1-4 Du J, Liu Z Q. Evaluation of material machinability based on radar-graph method[J]. Machine Tool & Hydraulics, 2011,39(15):1-4(in Chinese)
[11]	范传强,田锡天,刘书暖.利用可拓集合理论的材料切削性能评判方法[J].现代制造工程,2011,(1):67-69,81 Fan C Q, Tian X T, Liu S N. Evaluation of material machinability based extension set[J]. Modern Manufacturing Engineering, 2011,(1):67-69,81(in Chinese)
[12]	黄宗经.基于三维矢量的切削加工性综合评价方法研究[J].工具技术,2015,49(11):29-32 Huang Z J. Investigation on comprehensive machinability evaluation based on three-dimensional vectors[J]. Tool Engineering, 2015,49(11):29-32(in Chinese)
[13]	Ståhl J E, Andersson M. Polar machinability diagrams-a model to predict the machinability of a work material[C]//Proceedings of 2007 Swedish Production Symposium. Göteborg, Sweden:Production and Materials Engineering, 2007
[14]	杜劲,刘战强.材料切削加工性的综合评价方法[J].工具技术,2010,44(7):3-6 Du J, Liu Z Q. Comprehensive evaluation of machinability of materials[J]. Tool Engineering, 2010,44(7):3-6(in Chinese)
[15]	Xu L H, Jiang Z F, Ståhl J E. Machinability prediction of workpiece material with a diagraph method[J]. Advanced Materials Research, 2010,97-101:2072-2075
[16]	Xu L H, Schultheiss F, Andersson M, et al. General conception of polar diagrams for the evaluation of the potential machinability of workpiece materials[J]. International Journal of Machining and Machinability of Materials, 2013,14(1):24-44
[17]	唐正宗,梁晋,肖振中,等.用于三维变形测量的数字图像相关系统[J].光学精密工程,2010,18(10):2244-2253 Tang Z Z, Liang J, Xiao Z Z, et al. Digital image correlation system for three-dimensional deformation measurement[J]. Optics and Precision Engineering, 2010,18(10):2244-2253(in Chinese)
[18]	刘明.瞬态热线法测量液体导热系数的研究[D].杭州:浙江大学,2010 Liu M. Measurement of thermal conductivity of liquid by using transient hot wire method[D]. Hangzhou:Zhejiang University, 2010(in Chinese)
[19]	郑惠莉,刘陈,翟丹妮.基于雷达图的综合评价方法[J].南京邮电学院学报(自然科学版),2001,21(2):75-79 Zheng H L, Liu C, Zhai D N. Comprehensive evaluating method based on radar-graph[J]. Journal of Nanjing University of Posts and Telecommunications (Natural Science), 2001,21(2):75-79(in Chinese)
[20]	周丹晨.基于粒计算面向工艺实例检索的材料相似度算法[J].机械工程学报,2014,50(13):170-177 Zhou D C. Material similarity algorithm for process cases retrieval based on granular computing[J]. Journal of Mechanical Engineering, 2014,50(13):170-177(in Chinese)
[21]	郑文虎.难切削材料加工技术[M].北京:国防工业出版社,2008:18-19 Zheng W H. Processing technology of difficult-to-cut materials[M]. Beijing:National Defense Industry Press, 2008:18-19(in Chinese)