Heat transfer in lattice structures during metal
additive manufacturing: numerical exploration
of temperature field evolution
David Downing, Martin Leary, Matthew McMillan, Ahmad Alghamdi and Milan Brandt
RMIT Centre for Additive Manufacturing, School of Engineering, RMIT University, Melbourne, Australia
Abstract
Purpose – Metal additive manufacturing is an inherently thermal process, with intense localised heating and for sparse lattice structures, often
rapid uneven cooling. Thermal effects influence manufactured geometry through residual stresses and may also result in non-isotropic material
properties. This paper aims to increase understanding of the evolution of the temperature field during fabrication of lattice structures through
numerical simulation.
Design/methodology/approach – This paper uses a reduced order numerical analysis based on “best-practice” compromise found in
literature to explore design permutations for lattice structures and provide first-order insight into the effect of these design variables on the
temperature field.
Findings – Instantaneous and peak temperatures are examined to discover trends at select lattice locations. Insights include the presence of vertical
struts reduces overall lattice temperatures by providing additional heat transfer paths; at a given layer, the lower surface of an inclined strut
experiences higher temperatures than the upper surface throughout the fabrication of the lattice; during fabrication of the lower layers of the lattice,
isolated regions of material can experience significantly higher temperatures than adjacent regions.
Research limitations/implications – Due to the simplifying assumptions and multi-layer material additions, the findings are qualitative in nature.
Future research should incorporate additional heat transfer mechanisms.
Practical implications – These findings point towards thermal differences within the lattice which may manifest as dimensional differences and
microstructural changes in the built part.
Originality/value – The paper provides qualitative insights into the effect of local geometry and topology upon the evolution of temperature within
lattice structures fabricated in metal additive manufacturing.
Keywords Thermal conductivity, Layered manufacturing, Rapid prototyping, Computational model, Numerical simulation, Finite element analysis
Paper type Research paper
1. Project summary
Metal additive manufacturing (MAM) is inherently a thermal
process with both short term and long term transient
behaviours. MAM is well suited to the fabrication of complex
lattice structures. Numerical simulation is used to gain insight
into the effects that lattice topology and associated local
dimensions have upon the temperature distribution within the
lattice during fabrication. These findings point towards thermal
differences within the lattice which may manifest as
dimensional differences and microstructural changes in the
built part.
2. Additive manufacturing
Additive manufacturing (AM) is a technique whereby physical
items are built by processes in which material is joined
incrementally to form the required geometry and detailed
features (Tan et al., 2017; Zhai et al., 2014). The material units
are brought together and joined (including melted, sintered and
bonded). This can be contrasted to traditional manufacturing,
which generally involves bulk casting and forming processes
(formative manufacturing), followed by a series of material
removal processes such as cutting, drilling and trimming from
the larger part (subtractive manufacturing) (ISO/ASTM,
2015).
There are many technical and commercial benefits to the
AM process, some of those offered in Wohlers’ reports
include (Wohlers and Caffrey, 2015; Wohlers et al., 2017)
reduced time and costs invested in tools compared to
formative manufacturing; agility to change part dimensions
with every build for prototyping and small batch runs;
reduced part count by creating forms with internal cavities;
and lightweighting by removing unnecessary material needed
The current issue and full text archive of this journal is available on
Emerald Insight at: https://www.emerald.com/insight/1355-2546.htm
Rapid Prototyping Journal
26/5 (2020) 911–928
© Emerald Publishing Limited [ISSN 1355-2546]
[DOI 10.1108/RPJ-11-2018-0288]
The authors acknowledge use of facilities within the RMIT Advanced
Manufacturing Precinct. D.D. would like to acknowledge support from
Lockheed Martin and from the Australian Research Council under ARC
Centre for Additive Biomanufacturing.
Received 9 November 2018
Revised 27 September 2019
Accepted 2 December 2019
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