Machine learning based layer roughness modeling in robotic additive manufacturing

Wire and arc additive manufacturing: Opportunities and challenges to control the quality and accuracy of manufactured parts

(2021) Davoud Jafari et al.   MATERIALS & DESIGN

A new approach for prediction of the wear loss of PTA surface coatings using artificial neural network and basic, kernel-based, and weighted extreme learning machine

(2020) Mustafa Ulas et al.   Friction

Analysis of the Wall Geometry with Different Strategies for High Deposition Wire Arc Additive Manufacturing of Mild Steel

(2020) Eider Aldalur et al.   Metals

A quality diagnosis method of GMAW based on improved empirical mode decomposition and extreme learning machine

(2020) Yong Huang et al.   Journal of Manufacturing Processes

Machine learning of weld joint penetration from weld pool surface using support vector regression

(2019) Rong Liang et al.   Journal of Manufacturing Processes

Random forest-based real-time defect detection of Al alloy in robotic arc welding using optical spectrum

(2019) Zhifen Zhang et al.   Journal of Manufacturing Processes

Performances of regression model and artificial neural network in monitoring welding quality based on power signal

(2019) Dawei Zhao et al.   Journal of Materials Research and Technology-JMR&T

Experimental Investigation of the Influence of Wire Arc Additive Manufacturing on the Machinability of Titanium Parts

(2019) Unai Alonso et al.   Metals

Adaptive process control of wire and arc additive manufacturing for fabricating complex-shaped components

(2018) Fang Li et al.   INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY

Preliminary Investigation of Building Strategies of Maraging Steel Bulk Material Using Wire + Arc Additive Manufacture

(2018) Xiangfang Xu et al.   JOURNAL OF MATERIALS ENGINEERING AND PERFORMANCE

Influences of process parameters on surface roughness of multi-layer single-pass thin-walled parts in GMAW-based additive manufacturing

(2018) Jun Xiong et al.   JOURNAL OF MATERIALS PROCESSING TECHNOLOGY

Determination of Surface Roughness in Wire and Arc Additive Manufacturing Based on Laser Vision Sensing

(2018) Jun Xiong et al.   Chinese Journal of Mechanical Engineering

Characteristics of metal droplet transfer in wire-arc additive manufacturing of aluminum alloy

(2018) Zhu Liang et al.   INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY

Optimization strategies for robotic additive and subtractive manufacturing of large and high thin-walled aluminum structures

(2018) Guocai Ma et al.   INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY

Weld bead graphical prediction of cold metal transfer weldment using ANFIS and MRA model on Matlab platform

(2018) B Girinath et al.   SIMULATION-TRANSACTIONS OF THE SOCIETY FOR MODELING AND SIMULATION INTERNATIONAL

Using the multi-wire GMAW processes for controlling the formation of humping

(2017) Dingjian Ye et al.   Welding in the World

Evaluation and Optimization of a Hybrid Manufacturing Process Combining Wire Arc Additive Manufacturing with Milling for the Fabrication of Stiffened Panels

(2017) Fang Li et al.   Applied Sciences-Basel

Bead modelling and implementation of adaptive MAT path in wire and arc additive manufacturing

(2016) Donghong Ding et al.   ROBOTICS AND COMPUTER-INTEGRATED MANUFACTURING

Wire-feed additive manufacturing of metal components: technologies, developments and future interests

(2015) Donghong Ding et al.   INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY

Prevention of humping bead associated with high welding speed by double-electrode gas metal arc welding

(2012) C. S. Wu et al.   INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY

Vision-sensing and bead width control of a single-bead multi-layer part: material and energy savings in GMAW-based rapid manufacturing

(2012) Jun Xiong et al.   JOURNAL OF CLEANER PRODUCTION

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

Investigation of the benefits of plasma deposition for the additive layer manufacture of Ti–6Al–4V

(2012) F. Martina et al.   JOURNAL OF MATERIALS PROCESSING TECHNOLOGY

Weld bead modeling and process optimization in Hybrid Layered Manufacturing

(2011) S. Suryakumar et al.   COMPUTER-AIDED DESIGN

Adaptive Neuro-Fuzzy Inference System (ANFIS)-Based Models for Predicting the Weld Bead Width and Depth of Penetration from the Infrared Thermal Image of the Weld Pool

(2011) L. Subashini et al.   METALLURGICAL AND MATERIALS TRANSACTIONS B-PROCESS METALLURGY AND MATERIALS PROCESSING SCIENCE