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

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

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

Gaining a better understanding of the extrusion process in fused filament fabrication 3D printing: a review

(2021) Bahaa Shaqour et al.   The International Journal of Advanced Manufacturing Technology

New insights into the origin of fine equiaxed microstructures in additively manufactured Inconel 718

(2021) I. Cazic et al.   SCRIPTA MATERIALIA

Integrated numerical modelling and deep learning for multi-layer cube deposition planning in laser aided additive manufacturing

(2021) K. Ren et al.   Virtual and Physical Prototyping

Bead geometry prediction using multiple linear regression analysis

(2021) Sarah Milhomme et al.   INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY

Geometry and Distortion Prediction of Multiple Layers for Wire Arc Additive Manufacturing with Artificial Neural Networks

(2021) Christian Wacker et al.   Applied Sciences-Basel

An improved Artificial Neural Network using Arithmetic Optimization Algorithm for damage assessment in FGM composite plates

(2021) Samir Khatir et al.   COMPOSITE STRUCTURES

Advanced Welding Manufacturing - An Analysis and Review of Challenges and Solutions

(2020) Yu Ming Zhang et al.   JOURNAL OF MANUFACTURING SCIENCE AND ENGINEERING-TRANSACTIONS OF THE ASME

On the varieties of build features during multi-layer laser directed energy deposition

(2020) F.Q. Liu et al.   Additive Manufacturing

A modified transmissibility indicator and Artificial Neural Network for damage identification and quantification in laminated composite structures

(2020) Roumaissa Zenzen et al.   COMPOSITE STRUCTURES

Efficient Artificial neural networks based on a hybrid metaheuristic optimization algorithm for damage detection in laminated composite structures

(2020) H. Tran-Ngoc et al.   COMPOSITE STRUCTURES

Continual lifelong learning with neural networks: A review

(2019) German I. Parisi et al.   NEURAL NETWORKS

Monitoring of laser metal deposition height by means of coaxial laser triangulation

(2018) Simone Donadello et al.   OPTICS AND LASERS IN ENGINEERING

Comparison of three different arc modes for laser-arc hybrid welding steel

(2016) Jan Frostevarg   JOURNAL OF LASER APPLICATIONS

Design and evaluation of additively manufactured parts with three dimensional continuous fibre reinforcement

(2016) Hadley Brooks et al.   MATERIALS & DESIGN

Layer thickness dependence of performance in high-power selective laser melting of 1Cr18Ni9Ti stainless steel

(2015) Mingming Ma et al.   JOURNAL OF MATERIALS PROCESSING TECHNOLOGY

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

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

Effects of processing parameters on tensile properties of selective laser melted 304 stainless steel

(2013) Kai Guan et al.   MATERIALS & DESIGN

Bead geometry prediction for robotic GMAW-based rapid manufacturing through a neural network and a second-order regression analysis

(2012) Jun Xiong et al.   JOURNAL OF INTELLIGENT MANUFACTURING

Experimental design approach to optimize selective laser melting of martensitic 17‐4 PH powder: part I – single laser tracks and first layer

(2012) M. Averyanova et al.   RAPID PROTOTYPING JOURNAL

Control of melt pool temperature and deposition height during direct metal deposition process

(2011) Lijun Song et al.   INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY

The influence of laser and powder defocusing characteristics on the surface quality in laser direct metal deposition

(2011) Gangxian Zhu et al.   OPTICS AND LASER TECHNOLOGY

Genetic algorithm for optimization of welding variables for height to width ratio and application of ANN for prediction of bead geometry for TIG welding process

(2009) D.S. Nagesh et al.   APPLIED SOFT COMPUTING