A digital twin for rapid qualification of 3D printed metallic components

作者: T. Mukherjee , T. DebRoy

DOI: 10.1016/J.APMT.2018.11.003

关键词:

摘要: … Here we explain how a digital twin or a digital replica of the printing machine will reduce the … It is shown that a comprehensive digital twin of 3D printing machine consisting of …

参考文章(51)
Aref Yadollahi, Nima Shamsaei, Scott M. Thompson, Denver W. Seely, Effects of process time interval and heat treatment on the mechanical and microstructural properties of direct laser deposited 316L stainless steel Materials Science and Engineering A-structural Materials Properties Microstructure and Processing. ,vol. 644, pp. 171- 183 ,(2015) , 10.1016/J.MSEA.2015.07.056
S. Mishra, T. DebRoy, Tailoring gas tungsten arc weld geometry using a genetic algorithm and a neural network trained with convective heat flow calculations Materials Science and Engineering A-structural Materials Properties Microstructure and Processing. pp. 477- 486 ,(2007) , 10.1016/J.MSEA.2006.11.149
Susmita Bose, Sahar Vahabzadeh, Amit Bandyopadhyay, Bone tissue engineering using 3D printing Materials Today. ,vol. 16, pp. 496- 504 ,(2013) , 10.1016/J.MATTOD.2013.11.017
Richard Martukanitz, Pan Michaleris, Todd Palmer, Tarasankar DebRoy, Zi-Kui Liu, Richard Otis, Tae Wook Heo, Long-Qing Chen, Toward an integrated computational system for describing the additive manufacturing process for metallic materials Additive manufacturing. ,vol. 1, pp. 52- 63 ,(2014) , 10.1016/J.ADDMA.2014.09.002
Jay Lee, Edzel Lapira, Behrad Bagheri, Hung-an Kao, Recent advances and trends in predictive manufacturing systems in big data environment Manufacturing letters. ,vol. 1, pp. 38- 41 ,(2013) , 10.1016/J.MFGLET.2013.09.005
X. He, J. Mazumder, Transport phenomena during direct metal deposition Journal of Applied Physics. ,vol. 101, pp. 053113- ,(2007) , 10.1063/1.2710780
Kai Zhang, Shijie Wang, Weijun Liu, Xiaofeng Shang, Characterization of stainless steel parts by Laser Metal Deposition Shaping Materials & Design. ,vol. 55, pp. 104- 119 ,(2014) , 10.1016/J.MATDES.2013.09.006
P. Prabhakar, W.J. Sames, R. Dehoff, S.S. Babu, Computational modeling of residual stress formation during the electron beam melting process for Inconel 718 Additive manufacturing. ,vol. 7, pp. 83- 91 ,(2015) , 10.1016/J.ADDMA.2015.03.003
H. K. D. H. Bhadeshia, Neural Networks in Materials Science. ISIJ International. ,vol. 39, pp. 966- 979 ,(1999) , 10.2355/ISIJINTERNATIONAL.39.966