An experimental study on process modeling for selective laser melting*

Author(s):  
Aleksandr Shkoruta ◽  
Sandipan Mishra ◽  
Stephen Rock
2019 ◽  
Vol 43 ◽  
pp. 26-35 ◽  
Author(s):  
Shanshan Zhang ◽  
Santosh Rauniyar ◽  
Subin Shrestha ◽  
Aaron Ward ◽  
Kevin Chou

2021 ◽  
Vol ahead-of-print (ahead-of-print) ◽  
Author(s):  
Iván La Fé-Perdomo ◽  
Jorge Andres Ramos-Grez ◽  
Gerardo Beruvides ◽  
Rafael Alberto Mujica

Purpose The purpose of this paper is to outline some key aspects such as material systems used, phenomenological and statistical process modeling, techniques applied to monitor the process and optimization approaches reported. All these need to be taken into account for the ongoing development of the SLM technique, particularly in health care applications. The outcomes from this review allow not only to summarize the main features of the process but also to collect a considerable amount of investigation effort so far achieved by the researcher community. Design/methodology/approach This paper reviews four significant areas of the selective laser melting (SLM) process of metallic systems within the scope of medical devices as follows: established and novel materials used, process modeling, process tracking and quality evaluation, and finally, the attempts for optimizing some process features such as surface roughness, porosity and mechanical properties. All the consulted literature has been highly detailed and discussed to understand the current and existing research gaps. Findings With this review, there is a prevailing need for further investigation on copper alloys, particularly when conformal cooling, antibacterial and antiviral properties are sought after. Moreover, artificial intelligence techniques for modeling and optimizing the SLM process parameters are still at a poor application level in this field. Furthermore, plenty of research work needs to be done to improve the existent online monitoring techniques. Research limitations/implications This review is limited only to the materials, models, monitoring methods, and optimization approaches reported on the SLM process for metallic systems, particularly those found in the health care arena. Practical implications SLM is a widely used metal additive manufacturing process due to the possibility of elaborating complex and customized tridimensional parts or components. It is corroborated that SLM produces minimal amounts of waste and enables optimal designs that allow considerable environmental advantages and promotes sustainability. Social implications The key perspectives about the applications of novel materials in the field of medicine are proposed. Originality/value The investigations about SLM contain an increasing amount of knowledge, motivated by the growing interest of the scientific community in this relatively young manufacturing process. This study can be seen as a compilation of relevant researches and findings in the field of the metal printing process.


2016 ◽  
Vol 83 ◽  
pp. 825-832 ◽  
Author(s):  
C.E. Protasov ◽  
V.A. Safronov ◽  
D.V. Kotoban ◽  
A.V. Gusarov

2015 ◽  
Vol 16 (7) ◽  
pp. 709 ◽  
Author(s):  
Ivan V. Zhirnov ◽  
Pavel A. Podrabinnik ◽  
Anna A. Okunkova ◽  
Andrey V. Gusarov

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