Experimental investigation for dynamic stiffness and dimensional accuracy of FDM manufactured part using IV-Optimal response surface design

被引:28
|
作者
Mohamed, Omar Ahmed [1 ]
Masood, Syed Hasan [1 ]
Bhowmik, Jahar Lal [2 ]
机构
[1] Swinburne Univ Technol, Dept Mech & Prod Design Engn, Hawthorn, Vic, Australia
[2] Swinburne Univ Technol, Dept Stat Data Sci & Epidemiol, Hawthorn, Vic, Australia
关键词
Process parameters; Analysis of variance "ANOVA; Dimensional accuracy; Dynamic stiffness; Fused deposition modelling "FDM; Response surface methodology "RSM; OPTIMIZATION; PARAMETERS;
D O I
10.1108/RPJ-10-2015-0137
中图分类号
TH [机械、仪表工业];
学科分类号
0802 ;
摘要
Purpose - Fused deposition modeling (FDM) has become an increasingly important process among the available additive manufacturing technologies in various industries. Although there are many advantages of FDM process, a downside of its industrial application is the attainable dimensional accuracy with tight tolerance without compromising the mechanical performance. This paper aims to study the effects of six FDM operating parameters on two conflicting responses, namely, dynamic stiffness and dimensional stability of FDM produced PC-ABS parts. This study also aims to determine the optimal process settings using graphical optimization that satisfy the dynamic mechanical properties without compromising the dimensional accuracy. Design/methodology/approach - The regression models based upon IV-optimal response surface methodology are developed to study the variation of dimensional accuracy and dynamic mechanical properties with changes in process parameter settings. Statistical analysis was conducted to establish the relationships between process variables and dimensional accuracy and dynamic stiffness. Analysis of variance is used to define the level of significance of the FDM operating parameters. Scanning electron microscope and Leica MZ6 optical microscope are used to examine and characterize the morphology of the structures for some specimens. Findings - Experimental results highlight the individual and interaction effects of processing conditions on the dynamic stiffness and part accuracy. The results showed that layer thickness (slice height), raster-to-raster air gap and number of outlines have the largest effect on the dynamic stiffness and dimensional accuracy. The results also showed an interesting phenomenon of the effect of number of contours and the influence of other process parameters. The optimal process conditions for highest mechanical performance and part accuracy are obtained. Originality/value - The effect of FDM processing parameters on the properties under dynamic and cyclic loading conditions has not been studied in the previous published work. Furthermore, simultaneous optimization of dynamic mechanical properties without compromising the dimensional accuracy has also been investigated. On the basis of experimental findings, it is possible to provide practical suggestions to set the optimal FDM process parameters in relation to dynamic mechanical performance, as well as the dimensional accuracy.
引用
收藏
页码:736 / 749
页数:14
相关论文
共 29 条
  • [1] Investigationof the Influence of FDM OperatingParameters onDynamic Force Response Using IV-optimal Design and Principal Component Analysis
    Mohamed, Omar Ahmed
    Masood, Syed Hasan
    Bhowmik, JaharLal
    INTERNATIONAL CONFERENCE ON FUNCTIONAL MATERIALS, CHARACTERIZATION, SOLID STATE PHYSICS, POWER, THERMAL AND COMBUSTION ENERGY (FCSPTC-2017), 2017, 1859
  • [2] Textile dyebath wastewater decolorization by electrolytic processes: response surface optimization using IV-optimal design
    Singh, Harpreet
    Singh, Garvit
    Bhatti, Manpreet S.
    Reddy, Akepati S.
    DESALINATION AND WATER TREATMENT, 2015, 56 (03) : 665 - 676
  • [3] Investigation of effect of process variable on dimensional accuracy of FDM component using response surface methodology
    Maurya, Nagendra Kumar
    Maurya, Manish
    Dwivedi, Shashi Prakash
    Srivastava, Ashish Kumar
    Saxena, Ambuj
    Chahuan, Sandeep
    Tiwari, Aditya
    Mishra, Advitya
    WORLD JOURNAL OF ENGINEERING, 2021, 18 (05) : 710 - 719
  • [4] Assembly Variation Identification of High Pressure Spool by Response Surface Based Model Updating Using IV-optimal Designs
    ZHANG Ziyang XIE Shousheng HU Jinhai MIAO Zhuoguang WANG Lei The Engineering Institute Air Force Engineering University Xian China
    Chinese Journal of Aeronautics, 2012, 25 (05) : 817 - 824
  • [6] Assembly Variation Identification of High Pressure Spool by Response Surface Based Model Updating Using IV-optimal Designs
    Zhang Ziyang
    Xie Shousheng
    Hu Jinhai
    Miao Zhuoguang
    Wang Lei
    CHINESE JOURNAL OF AERONAUTICS, 2012, 25 (05) : 817 - 824
  • [7] Optimal design of a variable stiffness joint in a robot manipulator using the response surface method
    Yoo, Jeonghoon
    Hyun, Myung Wook
    Choi, Jun Ho
    Kang, Sungchul
    Kim, Seung-Jong
    JOURNAL OF MECHANICAL SCIENCE AND TECHNOLOGY, 2009, 23 (08) : 2236 - 2243
  • [8] Optimal design of a variable stiffness joint in a robot manipulator using the response surface method
    Jeonghoon Yoo
    Myung Wook Hyun
    Jun Ho Choi
    Sungchul Kang
    Seung-Jong Kim
    Journal of Mechanical Science and Technology, 2009, 23 : 2236 - 2243
  • [9] Response Surface Methodology IV-Optimal design applied to the performance improvement of an RP-HPLC-UV method for the quantification of phenolic acids in Cecropia glaziovii products
    Beringhs, Andre O.
    Dalmina, Milene
    Creczynski-Pasa, Tania B.
    Sonaglio, Diva
    REVISTA BRASILEIRA DE FARMACOGNOSIA-BRAZILIAN JOURNAL OF PHARMACOGNOSY, 2015, 25 (05): : 513 - 521
  • [10] Response Surface Methodology IV-Optimal design applied to the performance improvement of an RP-HPLC-UV method for the quantification of phenolic acids in Cecropia glaziovii products
    André O. Beringhs
    Milene Dalmina
    Tânia B. Creczynski-Pasa
    Diva Sonaglio
    Revista Brasileira de Farmacognosia, 2015, 25 : 513 - 521