Digital twin integrated reinforced learning in supply chain and logistics

AZ Abideen, VPK Sundram, J Pyeman, AK Othman… - Logistics, 2021 - mdpi.com
Background: As the Internet of Things (IoT) has become more prevalent in recent years,
digital twins have attracted a lot of attention. A digital twin is a virtual representation that …

Vat photopolymerization additive manufacturing of functionally graded materials: A review

S Nohut, M Schwentenwein - Journal of Manufacturing and Materials …, 2022 - mdpi.com
Functionally Graded Materials (FGMs) offer discrete or continuously changing properties/
compositions over the volume of the parts. The widespread application of FGMs was not …

Industry 5.0 or industry 4.0 S? Introduction to industry 4.0 and a peek into the prospective industry 5.0 technologies

A Raja Santhi, P Muthuswamy - International Journal on Interactive Design …, 2023 - Springer
Abstract The Industrial Revolution can be termed as the transformation of traditional
industrial practices into new techniques dominated by the technologies available at that …

Deep learning–based stress prediction for bottom-up SLA 3D printing process

A Khadilkar, J Wang, R Rai - The International Journal of Advanced …, 2019 - Springer
Additive manufacturing (AM) allows fabrication of complex geometric parts that are difficult to
fabricate using a traditional subtractive manufacturing process. Stereolithography (SLA) …

Data-driven modeling of thermal history in additive manufacturing

M Roy, O Wodo - Additive Manufacturing, 2020 - Elsevier
Additive manufacturing (AM) has the potential to construct complex geometries through the
simple and highly repetitive process of layer-by-layer deposition. The process is repetitive …

A mechanical characterization of SLA 3D-printed specimens for low-budget applications

F Cosmi, A Dal Maso - Materials Today: Proceedings, 2020 - Elsevier
Stereolithography (SLA) is becoming a more and more popular 3D-printing method.
Improvement in material properties encourages makers and engineers to embrace this …

Current state and future scope of additive manufacturing technologies via vat photopolymerization

RV Pazhamannil, P Govindan - Materials Today: Proceedings, 2021 - Elsevier
The ever increasing demand for new products accelerate the growth of manufacturing
technologies. Additive manufacturing is the most popular among them due to its ability to …

Data-driven concept network for inspiring designers' idea generation

Q Liu, K Wang, Y Li, Y Liu - … of Computing and …, 2020 - asmedigitalcollection.asme.org
Big-data mining brings new challenges and opportunities for engineering design, such as
customer-needs mining, sentiment analysis, knowledge discovery, etc. At the early phase of …

A study on using image-based machine learning methods to develop surrogate models of stamp forming simulations

H Zhou, Q Xu, Z Nie, N Li - Journal of …, 2022 - asmedigitalcollection.asme.org
In design for forming, it is becoming increasingly significant to develop surrogate models of
high-fidelity finite element analysis (FEA) simulations of forming processes to achieve …

Advances in materials and technologies for digital light processing 3D printing

J Nam, M Kim - Nano Convergence, 2024 - Springer
Digital light processing (DLP) is a projection-based vat photopolymerization 3D printing
technique that attracts increasing attention due to its high resolution and accuracy. The …