TY - GEN
T1 - Ultimate Tensile Strength in Fused Deposition Modeling Considering Process Parameters of Flow Rate and Printing Head Speed
AU - Hou, Tao
AU - Huang, Tingting
AU - Sun, Fuqiang
AU - Wang, Shanggang
N1 - Publisher Copyright:
© 2018 IEEE.
PY - 2018/7/2
Y1 - 2018/7/2
N2 - Mechanical properties are important indexes to indicate quality of Fused Deposition Modeling (FDM) parts, and Ultimate Tensile Strength (UTS) is one of the frequently concerned mechanical properties. In the manufacturing process of FDM parts, UTS is affected by many controllable process parameters, such as raster orientation, fill rate, layer thickness, head speed, flow rate and so on. The effects of some parameters have been studied in detail but others have not. In this paper, the effects of flow rate and printing head speed on UTS are examined. An effective Design of Experiments (DOE) method is applied to determine the settings of parameters to obtain the optimal UTS. The two process parameters are set to twenty-four different combinations of six levels of printing head speed and four levels of flow rate in manufacturing process, and FDM specimens from Polylactic Acid (PLA) are manufactured according to the test standard. Five specimens are manufactured under each condition. UTS values of specimens are measured by experimental test of tensile properties. The response surface model and Signal-to-Noise Ratio (SNR) are applied to analyze these UTS data. As a result, flow rate has a significant effect on UTS but printing head speed does not show significant effect in this case, and optimal settings of flow rate and printing head speed are given.
AB - Mechanical properties are important indexes to indicate quality of Fused Deposition Modeling (FDM) parts, and Ultimate Tensile Strength (UTS) is one of the frequently concerned mechanical properties. In the manufacturing process of FDM parts, UTS is affected by many controllable process parameters, such as raster orientation, fill rate, layer thickness, head speed, flow rate and so on. The effects of some parameters have been studied in detail but others have not. In this paper, the effects of flow rate and printing head speed on UTS are examined. An effective Design of Experiments (DOE) method is applied to determine the settings of parameters to obtain the optimal UTS. The two process parameters are set to twenty-four different combinations of six levels of printing head speed and four levels of flow rate in manufacturing process, and FDM specimens from Polylactic Acid (PLA) are manufactured according to the test standard. Five specimens are manufactured under each condition. UTS values of specimens are measured by experimental test of tensile properties. The response surface model and Signal-to-Noise Ratio (SNR) are applied to analyze these UTS data. As a result, flow rate has a significant effect on UTS but printing head speed does not show significant effect in this case, and optimal settings of flow rate and printing head speed are given.
KW - Analysis of Variance
KW - Design of Experiment
KW - Fused Deposition Modeling
KW - Process Parameters
KW - Ultimate Tensile Strength
UR - https://www.scopus.com/pages/publications/85067051658
U2 - 10.1109/ICRMS.2018.00030
DO - 10.1109/ICRMS.2018.00030
M3 - 会议稿件
AN - SCOPUS:85067051658
T3 - Proceedings - 12th International Conference on Reliability, Maintainability, and Safety, ICRMS 2018
SP - 111
EP - 116
BT - Proceedings - 12th International Conference on Reliability, Maintainability, and Safety, ICRMS 2018
PB - Institute of Electrical and Electronics Engineers Inc.
T2 - 12th International Conference on Reliability, Maintainability, and Safety, ICRMS 2018
Y2 - 17 October 2018 through 19 October 2018
ER -