留言板

尊敬的读者、作者、审稿人, 关于本刊的投稿、审稿、编辑和出版的任何问题, 您可以本页添加留言。我们将尽快给您答复。谢谢您的支持!

姓名
邮箱
手机号码
标题
留言内容
验证码

结合熵权TOPSIS的FDM成型工艺参数多目标优化研究

陆星宇 樊黎霞 丁骁垚

陆星宇, 樊黎霞, 丁骁垚. 结合熵权TOPSIS的FDM成型工艺参数多目标优化研究[J]. 机械科学与技术, 2017, 36(11): 1715-1721. doi: 10.13433/j.cnki.1003-8728.2017.1113
引用本文: 陆星宇, 樊黎霞, 丁骁垚. 结合熵权TOPSIS的FDM成型工艺参数多目标优化研究[J]. 机械科学与技术, 2017, 36(11): 1715-1721. doi: 10.13433/j.cnki.1003-8728.2017.1113
Lu Xingyu, Fan Lixia, Ding Xiaoyao. Multi Objective Optimization of Processing Parameters in FDM based on Entropy-weight TOPSIS Model[J]. Mechanical Science and Technology for Aerospace Engineering, 2017, 36(11): 1715-1721. doi: 10.13433/j.cnki.1003-8728.2017.1113
Citation: Lu Xingyu, Fan Lixia, Ding Xiaoyao. Multi Objective Optimization of Processing Parameters in FDM based on Entropy-weight TOPSIS Model[J]. Mechanical Science and Technology for Aerospace Engineering, 2017, 36(11): 1715-1721. doi: 10.13433/j.cnki.1003-8728.2017.1113

结合熵权TOPSIS的FDM成型工艺参数多目标优化研究

doi: 10.13433/j.cnki.1003-8728.2017.1113
详细信息
    作者简介:

    陆星宇(1993-),硕士研究生,研究方向为增材制造技术,特殊材料3D打印,luxingyu121@126.com

    通讯作者:

    樊黎霞(联系人),教授,博士,fanlixia151@126.com

Multi Objective Optimization of Processing Parameters in FDM based on Entropy-weight TOPSIS Model

  • 摘要: 针对熔融沉积成型试件的长度偏差率、宽度偏差率、孔隙率这3个目标,选择挤出速度(A)、填充速度(B)、分层厚度(C)和填充方式(D)作为控制因子,通过正交试验确定了各控制因子及因子间交互作用对单个目标的影响程度,并基于熵权TOPSIS模型对试验结果进行综合评价,以相对贴近度作为综合工艺目标,结合极差分析和方差分析,确定了各控制因子及因子间交互作用对综合工艺目标的影响程度,得出了最佳工艺参数组合方案,同时对优化方案进行了试验验证。结果表明,填充方式、填充速度以及挤出速度与填充速度的交互作用对综合工艺目标有较强的影响,最优工艺参数组合方案为A1B3C1D1,且优化方案在综合工艺目标上提升了2.25%。
  • [1] Guerrero-Villar F, Torres-Jimenez E, Dorado-Vicente R, et al. Development of vertical wind turbines via FDM prototypes[J]. Procedia Engineering, 2015,132:78-85
    [2] Melocchi A, Parietti F, Loreti G, et al. 3D printing by fused deposition modeling(FDM) of a swellable/erodible capsular device for oral pulsatile release of drugs[J]. Journal of Drug Delivery Science and Technology, 2015,30:360-367
    [3] Anitha R, Arunachalam S, Radhakrishnan P. Critical parameters influencing the quality of prototypes in fused deposition modelling[J]. Journal of Materials Processing Technology, 2001,118(1-3):385-388
    [4] 安芬菊,刘鑫尚,李广慧.正交试验法对熔融挤压快速成形工艺参数的优化[J].机电工程技术,2010,39(3):80-81,96 An F J, Liu X S, Li G H. Optimization of process parameters in melted extrusion manufacturing by orthogonal experiment[J]. Mechanical & Electrical Engineering Technology, 2010,39(3):80-81,96(in Chinese)
    [5] 汪程,王宏松.FDM成形精度分析及实验研究[J].热加工工艺,2012,41(9):217-219 Wang C, Wang H S. FDM forming precision analysis and experimental study[J]. Hot Working Technology, 2012,41(9):217-219(in Chinese)
    [6] 赵峰,李涤尘,靳忠民,等.PEEK熔融沉积成形温度对零件拉伸性能的影响[J].电加工与模具,2015,(5):43-47 Zhao F, Li D C, Jin Z M, et al. Effect of PEEK fused deposition modeling temperature on tensile properties of parts[J]. Electromachining & Mould, 2015,(5):43-47(in Chinese)
    [7] Sood A K, Ohdar R K, Mahapatra S S. Parametric appraisal of mechanical property of fused deposition modelling processed parts[J]. Materials & Design, 2010,31(1):287-295
    [8] 彭安华,王智明.基于灰关联度分析的FDM工艺参数优化研究[J].机械科学与技术,2010,29(5):625-629 Peng A H, Wang Z M. Optimization of process parameters in fused deposition modeling(FDM) based on degree of grey incidence[J]. Mechanical Science and Technology for Aerospace Engineering, 2010,29(5):625-629(in Chinese)
    [9] Zhang J F, Peng A H. Processing parameter optimization of FDM based on robust design[J]. Transactions of Nanjing University of Aeronautics & Astronautics, 2012,29(1):62-67
    [10] 岳文辉,王晓俊,韩自强.基于熵权法和TOPSIS的发动机关键零部件加工过程绿色特性评价[J].制造技术与机床,2013,(12):36-39 Yue W H, Wang X J, Han Z Q. Green characteristic evaluation of engine key parts processing based on the entropy method and TOPSIS[J]. Manufacturing Technology & Machine Tool, 2013,(12):36-39(in Chinese)
    [11] Tewari P C, Prakash U, Khanduja D, et al. Ranking of sintered material for high loaded automobile application by applying entropy-TOPSIS Method[J]. Materials Today:Proceedings, 2015,2(4-5):2375-2379
    [12] 何逢标.综合评价方法MATLAB实现[M].北京:中国社会科学出版社, 2010 He F B. Comprehensive evaluation methods and MATLAB implementation[M]. Beijing:China Social Sciences Press, 2010(in Chinese)
    [13] 林良生,邹平国,陈红,等.基于熵权的逼近理想解排序法在核电设备质量评价中的应用分析[J].电力建设,2014,35(2):91-94 Lin L S, Zou P G, Chen H, et al. Application of TOPSIS method based on entropy weight in nuclear power equipment quality evaluation[J]. Electric Power Construction, 2014,35(2):91-94(in Chinese)
    [14] 王伊卿,何仲云,方勇,等.气压熔融挤压快速成形材料及成形工艺研究[J].西安交通大学学报,2010,44(1):100-104 Wang Y Q, He Z Y, Fang Y, et al. Material and prototyping process in air pressure fused deposition manufacturing[J]. Journal of Xi'an Jiaotong University, 2010,44(1):100-104(in Chinese)
    [15] 葛宜元.试验设计方法与Design-Expert软件应用[M].哈尔滨:哈尔滨工业大学出版,2015 Ge Y Y. Design of experiment methods and application of Design-Expert[M]. Harbin:Harbin Institute of Technology Press, 2015(in Chinese)
  • 加载中
计量
  • 文章访问数:  150
  • HTML全文浏览量:  19
  • PDF下载量:  9
  • 被引次数: 0
出版历程
  • 收稿日期:  2016-06-08
  • 刊出日期:  2017-11-05

目录

    /

    返回文章
    返回