Toward a smart wire arc additive manufacturing system: A review on current developments and a framework of digital twin

H Mu, F He, L Yuan, P Commins, H Wang… - Journal of Manufacturing …, 2023 - Elsevier
Abstract In recent years, Wire Arc Additive Manufacturing (WAAM) has attracted increasing
scientific attention. With the rise of Industry 4.0 and smart manufacturing, Digital Twin (DT) …

Additive manufacturing–a review of hot deformation behavior and constitutive modeling of flow stress

R Motallebi, Z Savaedi, H Mirzadeh - Current Opinion in Solid State and …, 2022 - Elsevier
Hot working, as an important group of post-processing routes for additive manufacturing
technology (3D printing), is used to reduce the solidification/processing defects and …

The state of the art for wire arc additive manufacturing process of titanium alloys for aerospace applications

D Chakraborty, T Tirumala, S Chitral, BN Sahoo… - Journal of Materials …, 2022 - Springer
Aerospace industries invest a significant amount of resources to meet one common goal,
that is, to make the aircraft fly. To keep down its 'buy-to-fly'ratio, researchers have been …

Directed energy deposition+ mechanical interlayer deformation additive manufacturing: a state-of-the-art literature review

FWC Farias, TJG dos Santos, JP Oliveira - The International Journal of …, 2024 - Springer
Directed energy deposition (DED) additive manufacturing systems have been developed
and optimized for typical engineering materials and operational requirements. However …

The trajectory of additively manufactured titanium alloys with superior mechanical properties and engineered microstructures

S Alipour, A Moridi, F Liou, A Emdadi - Additive Manufacturing, 2022 - Elsevier
Additive manufacturing (AM) plays a crucial role in the manufacturing and development of
advanced materials including titanium alloys for engineering applications. During the last …

A two-decade odyssey in fusion-based additive manufacturing of titanium alloys and composites

SO Agbedor, H Wu, Y Ren, L Liang, DH Yang… - Applied Materials …, 2024 - Elsevier
In the past two decades, the advent of metal additive manufacturing (AM) or three-
dimensional (3D) printing technology has led to exciting breakthroughs in the metallurgy of …

Applying machine learning to wire arc additive manufacturing: a systematic data-driven literature review

A Hamrani, A Agarwal, A Allouhi… - Journal of Intelligent …, 2024 - Springer
Due to its unique benefits over standard conventional “subtractive” manufacturing, additive
manufacturing is attracting growing interest in academic and industrial sectors. Here, special …

Role of machine learning in additive manufacturing of titanium alloys—A review

UMR Paturi, ST Palakurthy, S Cheruku… - … Methods in Engineering, 2023 - Springer
Due to their exceptional properties, titanium alloys are ideal for many technologically
demanding applications, including aerospace, automotive, marine, military, sports, and …

Investigation of tensile and fatigue properties of an austenitic stainless steel part fabricated by WAAM

Y Ayan, N Kahraman - Materials Chemistry and Physics, 2024 - Elsevier
Austenitic stainless steels are used in many industrial applications and the use of
components produced from this material by the wire arc additive manufacturing (WAAM) …

Hot deformation behavior of a layered heterogeneous microstructure TiAl alloy prepared by selective electron beam melting

H Tao, H Li, R Zhou, W He, H Li, Y Che, L Li… - Materials …, 2024 - Elsevier
TiAl-based alloys are known for their exceptional high-temperature properties but suffer from
low hot workability. The emergence of additive manufacturing (AM) technology significantly …