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 11 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] Mathematical modeling and FDM process parameters optimization using response surface methodology based on Q-optimal design
    Mohamed, Omar Ahmed
    Masood, Syed Hasan
    Bhowmik, Jahar Lal
    APPLIED MATHEMATICAL MODELLING, 2016, 40 (23-24) : 10052 - 10073
  • [5] Experimental investigation and analysis of dimensional accuracy of laser-based powder bed fusion made specimen by application of response surface methodology
    Hiren, M.
    Gajera, M. E.
    Dave, Komal G.
    Jani, Veera P.
    PROGRESS IN ADDITIVE MANUFACTURING, 2019, 4 (04) : 371 - 382
  • [6] An experimental design approach using response surface techniques to obtain optimal liquid chromatography and mass spectrometry conditions to determine the alkaloids in Meconopsi species
    Zhou, Yan
    Song, Jing-Zheng
    Choi, Franky Fung-Kei
    Wu, Hai-Feng
    Qiao, Chun-Feng
    Ding, Li-Sheng
    Gesang, Suo-Lang
    Xu, Hong-Xi
    JOURNAL OF CHROMATOGRAPHY A, 2009, 1216 (42) : 7013 - 7023
  • [7] An experimental investigation of design parameters for pico-hydro Turgo turbines using a response surface methodology
    Gaiser, Kyle
    Erickson, Paul
    Stroeve, Pieter
    Delplanque, Jean-Pierre
    RENEWABLE ENERGY, 2016, 85 : 406 - 418
  • [8] Optimal Design of Permanent Magnetic Actuator for Permanent Magnet Reduction and Dynamic Characteristic Improvement using Response Surface Methodology
    Ahn, Hyun-Mo
    Chung, Tae-Kyung
    Oh, Yeon-Ho
    Song, Ki-Dong
    Kim, Young-Il
    Kho, Heung-Ryeol
    Choi, Myeong-Seob
    Hahn, Sung-Chin
    JOURNAL OF ELECTRICAL ENGINEERING & TECHNOLOGY, 2015, 10 (03) : 935 - 943
  • [9] Investigation of thermal energy storage properties of a microencapsulated phase change material using response surface experimental design methodology
    Mert, Mehmet Selcuk
    Mert, Hatice Hande
    Sert, Merve
    APPLIED THERMAL ENGINEERING, 2019, 149 : 401 - 413
  • [10] Investigation on the Flexural Creep Stiffness Behavior of PC-ABS Material Processed by Fused Deposition Modeling Using Response Surface Definitive Screening Design
    Mohamed, Omar Ahmed
    Masood, Syed Hasan
    Bhowmik, Jahar Lal
    JOM, 2017, 69 (03) : 498 - 505