Prediction of deposition bead geometry in wire arc additive manufacturing using machine learning

A machine learning approach for the prediction of melting efficiency in wire arc additive manufacturing

(2022) Germán O. Barrionuevo et al.   INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY

Prediction of mechanical behaviors of L-DED fabricated SS 316L parts via machine learning

(2022) Israt Zarin Era et al.   INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY

Optimal droplet transfer mode maintenance for wire + arc additive manufacturing (WAAM) based on deep learning

(2022) Jian Qin et al.   JOURNAL OF INTELLIGENT MANUFACTURING

Modelling and prediction of surface roughness in wire arc additive manufacturing using machine learning

(2021) Chunyang Xia et al.   JOURNAL OF INTELLIGENT MANUFACTURING

Directed Energy Deposition (DED) Process: State of the Art

(2021) Dong-Gyu Ahn   International Journal of Precision Engineering and Manufacturing-Green Technology

Efficient structural reliability analysis based on adaptive Bayesian support vector regression

(2021) Jinsheng Wang et al.   COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING

Selection of effective manufacturing conditions for directed energy deposition process using machine learning methods

(2021) Jong-Sup Lim et al.   Scientific Reports

Bead Geometry Prediction in Laser-Wire Additive Manufacturing Process Using Machine Learning: Case of Study

(2021) Natago Guilé Mbodj et al.   Applied Sciences-Basel

A thermo-capillary-gravity model for geometrical analysis of single-bead wire and arc additive manufacturing (WAAM)

(2020) Mohammad Sadegh Mohebbi et al.   INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY

Investigation, modeling and optimization of abnormal areas of weld beads in wire and arc additive manufacturing

(2020) Shangyong Tang et al.   RAPID PROTOTYPING JOURNAL

Methods and materials for additive manufacturing: A critical review on advancements and challenges

(2020) M Bhuvanesh Kumar et al.   THIN-WALLED STRUCTURES

Correlation between arc mode, microstructure, and mechanical properties during wire arc additive manufacturing of 316L stainless steel

(2019) Leilei Wang et al.   MATERIALS SCIENCE AND ENGINEERING A-STRUCTURAL MATERIALS PROPERTIES MICROSTRUCTURE AND PROCESSING

Current Status and Perspectives on Wire and Arc Additive Manufacturing (WAAM)

(2019) Tiago A. Rodrigues et al.   Materials

Smart Machining Process Using Machine Learning: A Review and Perspective on Machining Industry

(2018) Dong-Hyeon Kim et al.   International Journal of Precision Engineering and Manufacturing-Green Technology

Energy Consumption Model for Additive-Subtractive Manufacturing Processes with Case Study

(2018) Marcus A. Jackson et al.   International Journal of Precision Engineering and Manufacturing-Green Technology

A review of the wire arc additive manufacturing of metals: properties, defects and quality improvement

(2018) Bintao Wu et al.   Journal of Manufacturing Processes

Understanding and overcoming of abnormity at start and end of the weld bead in additive manufacturing with GMAW

(2017) Zeqi Hu et al.   INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY

Additively manufactured hierarchical stainless steels with high strength and ductility

(2017) Y. Morris Wang et al.   NATURE MATERIALS

Induction heating in a wire additive manufacturing approach

(2017) Jean-Yves Hascoët et al.   Welding in the World

A multi-bead overlapping model for robotic wire and arc additive manufacturing (WAAM)

(2015) Donghong Ding et al.   ROBOTICS AND COMPUTER-INTEGRATED MANUFACTURING

Metal Additive Manufacturing: A Review

(2014) William E. Frazier   JOURNAL OF MATERIALS ENGINEERING AND PERFORMANCE

Wire based additive layer manufacturing: Comparison of microstructure and mechanical properties of Ti–6Al–4V components fabricated by laser-beam deposition and shaped metal deposition

(2011) Bernd Baufeld et al.   JOURNAL OF MATERIALS PROCESSING TECHNOLOGY