Additive manufacturing: Challenges, trends, and applications

O Abdulhameed, A Al-Ahmari… - Advances in …, 2019 - journals.sagepub.com
Additive manufacturing is a recent trend in production processes owing to its many benefits.
It can be defined as the process of producing parts through the deposition of material in a …

Additive manufacturing methods and modelling approaches: a critical review

H Bikas, P Stavropoulos, G Chryssolouris - The International Journal of …, 2016 - Springer
Additive manufacturing is a technology rapidly expanding on a number of industrial sectors.
It provides design freedom and environmental/ecological advantages. It transforms …

Design repository effectiveness for 3D convolutional neural networks: Application to additive manufacturing

G Williams, NA Meisel… - Journal of …, 2019 - asmedigitalcollection.asme.org
Abstract Machine learning can be used to automate common or time-consuming
engineering tasks for which sufficient data already exist. For instance, design repositories …

Genetic-algorithm-based multi-objective optimization of the build orientation in stereolithography

V Canellidis, J Giannatsis, V Dedoussis - The International Journal of …, 2009 - Springer
Build orientation is an important fabrication parameter in layer manufacturing (LM) since it
affects the part fabrication accuracy, cost, and time. Despite its importance, orientation …

[PDF][PDF] Economic aspects of additive manufacturing: benefits, costs and energy consumption

M Baumers - 2012 - core.ac.uk
Additive Manufacturing (AM) refers to the use of a group of technologies capable of
combining material layer-by-layer to manufacture geometrically complex products in a single …

Model performance evaluation of build time using geometric shape complexity and process parameters in material extrusion

M Srikanth, AT Mathew, RK Bhagchandani - Additive Manufacturing, 2024 - Elsevier
Additive Manufacturing (AM) is gaining widespread interest and recognition in both
academia and industry due to its numerous advantages over traditional manufacturing …

A neural network-based build time estimator for layer manufactured objects

L Di Angelo, P Di Stefano - The International Journal of Advanced …, 2011 - Springer
A correct prediction of build time is essential to calculate the accurate cost of a layer
manufactured object. The methods presented in literature are of two types: detailed–analysis …

Neural network-based build time estimation for additive manufacturing: a performance comparison

Y Oh, M Sharp, T Sprock, S Kwon - Journal of Computational …, 2021 - academic.oup.com
Additive manufacturing (AM) has brought positive opportunities with phenomenal changes
to traditional manufacturing. Consistent efforts and novel studies into AM use have resolved …

Multi-criteria optimization of the part build orientation (PBO) through a combined meta-modeling/NSGAII/TOPSIS method for additive manufacturing processes

S Khodaygan, AH Golmohammadi - International Journal on Interactive …, 2018 - Springer
Additive manufacturing (AM), is a new technology for the manufacturing of the physical parts
through an additive manner. In the AM process, the orientation pattern of the part is an …

Fast adaptive modeling method for build time estimation in additive manufacturing

Y Zhang, A Bernard, JM Valenzuela… - CIRP Journal of …, 2015 - Elsevier
Build time estimation for parts is very important for the design, process planning &
optimization and price quotation in Additive Manufacturing (AM). However, the related …