Investigation into the influence of laser energy input on selective laser melted thin-walled parts by response surface method

被引:60
作者
Liu, Yang [1 ]
Zhang, Jian [2 ]
Pang, Zhicong [1 ]
Wu, Weihui [3 ]
机构
[1] Ningbo Univ, Fac Mech Engn & Mech, Ningbo 315211, Zhejiang, Peoples R China
[2] Wenzhou Univ, Zhejiang Prov Key Lab Laser Proc Robot, Wenzhou 325035, Zhejiang, Peoples R China
[3] Shaoguan Univ, Sch Phys & Mech & Elect Engn, Shaoguan 512005, Guangdong, Peoples R China
基金
中国国家自然科学基金;
关键词
Selective laser melting; Energy input; Thin-walled structure; Response surface methodology; MECHANICAL-PROPERTIES; STAINLESS-STEEL; TRACK FORMATION; DEPOSITION; MICROSTRUCTURE; OPTIMIZATION; PARAMETER; ELEMENTS; DENSITY; POWDERS;
D O I
10.1016/j.optlaseng.2017.11.011
中图分类号
O43 [光学];
学科分类号
070207 ; 0803 ;
摘要
Selective laser melting (SLM) provides a feasible way for manufacturing of complex thin-walled parts directly, however, the energy input during SLM process, namely derived from the laser power, scanning speed, layer thickness and scanning space, etc. has great influence on the thin wall's qualities. The aim of this work is to relate the thin wall's parameters (responses), namely track width, surface roughness and hardness to the process parameters considered in this research (laser power, scanning speed and layer thickness) and to find out the optimal manufacturing conditions. Design of experiment (DoE) was used by implementing composite central design to achieve better manufacturing qualities. Mathematical models derived from the statistical analysis were used to establish the relationships between the process parameters and the responses. Also, the effects of process parameters on each response were determined. Then, a numerical optimization was performed to find out the optimal process set at which the quality features are at their desired values. Based on this study, the relationship between process parameters and SLMed thin-walled structure was revealed and thus, the corresponding optimal process parameters can be used to manufactured thin-walled parts with high quality. (C) 2017 Elsevier Ltd. All rights reserved.
引用
收藏
页码:34 / 45
页数:12
相关论文
共 28 条
[1]   The manufacturing of hard tools from metallic powders by selective laser melting [J].
Abe, F ;
Osakada, K ;
Shiomi, M ;
Uematsu, K ;
Matsumoto, M .
JOURNAL OF MATERIALS PROCESSING TECHNOLOGY, 2001, 111 (1-3) :210-213
[2]   Selective laser melting for manufacturing of thin-walled porous elements [J].
Abele, Eberhard ;
Stoffregen, Hanns A. ;
Kniepkamp, Michael ;
Lang, Sebastian ;
Hampe, Manfred .
JOURNAL OF MATERIALS PROCESSING TECHNOLOGY, 2015, 215 :114-122
[3]   On the formation of A1Si10Mg single tracks and layers in selective laser melting: Microstructure and nano-mechanical properties [J].
Aboulkhair, Nesma T. ;
Maskery, Ian ;
Tuck, Chris ;
Ashcroft, Ian ;
Everitt, Nicola M. .
JOURNAL OF MATERIALS PROCESSING TECHNOLOGY, 2016, 230 :88-98
[4]   Multi-response optimization of CO2 laser-welding process of austenitic stainless steel [J].
Benyounis, K. Y. ;
Olabi, A. G. ;
Hashmi, M. S. J. .
OPTICS AND LASER TECHNOLOGY, 2008, 40 (01) :76-87
[5]   On the limitations of Volumetric Energy Density as a design parameter for Selective Laser Melting [J].
Bertoli, Umberto Scipioni ;
Wolfer, Alexander J. ;
Matthews, Manyalibo J. ;
Delplanque, Jean-Pierre R. ;
Schoenung, Julie M. .
MATERIALS & DESIGN, 2017, 113 :331-340
[6]   Characterisation of a complex thin walled structure fabricated by selective laser melting using a ferritic oxide dispersion strengthened steel [J].
Boegelein, Thomas ;
Louvis, Eleftherios ;
Dawson, Karl ;
Tatlock, Gordon J. ;
Jones, Andy R. .
MATERIALS CHARACTERIZATION, 2016, 112 :30-40
[7]   Characterization of bulk to thin wall mechanical response transition in powder bed AM [J].
Brown, Ben ;
Everhart, Wes ;
Dinardo, Joe .
RAPID PROTOTYPING JOURNAL, 2016, 22 (05) :801-809
[8]   Mapping and modelling single scan track formation in direct metal selective laser melting [J].
Childs, THC ;
Hauser, C ;
Badrossamay, M .
CIRP ANNALS-MANUFACTURING TECHNOLOGY, 2004, 53 (01) :191-194
[9]   Micro laser metal wire deposition for additive manufacturing of thin-walled structures [J].
Demir, Ali Gokhan .
OPTICS AND LASERS IN ENGINEERING, 2018, 100 :9-17
[10]   Modeling of shrinkage during investment casting of thin-walled hollow turbine blades [J].
Dong, Y. W. ;
Li, X. L. ;
Zhao, Qi ;
Yang, Jun ;
Dao, Ming .
JOURNAL OF MATERIALS PROCESSING TECHNOLOGY, 2017, 244 :190-203