Scinovex
review Open AccessTop 1% cited

Additive manufacturing methods and modelling approaches: a critical review

Harry BikasPanagiotis StavropoulosGeorge Chryssolouris

Abstract

Additive manufacturing is a technology rapidly expanding on a number of industrial sectors. It provides design freedom and environmental/ecological advantages. It transforms essentially design files to fully functional products. However, it is still hampered by low productivity, poor quality and uncertainty of final part mechanical properties. The root cause of undesired effects lies in the control aspects of the process. Optimization is difficult due to limited modelling approaches. Physical phenomena associated with additive manufacturing processes are complex, including melting/solidification and vaporization, heat and mass transfer etc. The goal of the current study is to map available additive manufacturing methods based on their process mechanisms, review modelling approaches based on modelling methods and identify research gaps. Later sections of the study review implications for closed-loop control of the process.

Additive Manufacturing and 3D Printing TechnologiesAdditive Manufacturing Materials and ProcessesInnovations in Concrete and Construction MaterialsProcess (computing)Computer scienceQuality (philosophy)Industrial engineeringManufacturing engineeringProductivityProcess modelingBiochemical engineeringProcess engineeringEngineering
Citations
1,373
FWCI
65.94
field-weighted impact
References
79
Percentile
100%
vs. same field & year
Citations per year
References
Mesoscopic simulation model of selective laser melting of stainless steel powder
Journal of Materials Processing Technology · 2014 · 595 citations
Surface roughness analysis, modelling and prediction in selective laser melting
Journal of Materials Processing Technology · 2012 · 843 citations
Critical parameters influencing the quality of prototypes in fused deposition modelling
Journal of Materials Processing Technology · 2001 · 718 citations
Citation Network

How this paper connects to the literature. Drag to explore, click any node to open that paper.