Microstructural porosity segmentation using machine learning techniques in wire-based direct energy deposition of AA6061

Quality Control of Additively Manufactured Metallic Structures with Machine Learning of Thermography Images

(2020) Xin Zhang et al.   JOM

Detection of Defects in Additively Manufactured Stainless Steel 316L with Compact Infrared Camera and Machine Learning Algorithms

(2020) Xin Zhang et al.   JOM

A technique combining laser spot thermography and neural network for surface crack detection in laser engineered net shaping

(2020) Wenxiong Shi et al.   OPTICS AND LASERS IN ENGINEERING

Hot-wire arc additive manufacturing of aluminum alloy with reduced porosity and high deposition rate

(2020) Rui Fu et al.   MATERIALS & DESIGN

Effect of characteristic substrate parameters on the deposition geometry of CMT additive manufactured Al-6.3%Cu alloy

(2019) Xuewei Fang et al.   APPLIED THERMAL ENGINEERING

Online quality inspection using Bayesian classification in powder-bed additive manufacturing from high-resolution visual camera images

(2018) Masoumeh Aminzadeh et al.   JOURNAL OF INTELLIGENT MANUFACTURING

Microstructure Evolution and Mechanical Behavior of 2219 Aluminum Alloys Additively Fabricated by the Cold Metal Transfer Process

(2018) Xuewei Fang et al.   Materials

Extraction and evaluation of melt pool, plume and spatter information for powder-bed fusion AM process monitoring

(2018) Yingjie Zhang et al.   MATERIALS & DESIGN

In-situ monitoring of melt pool images for porosity prediction in directed energy deposition processes

(2018) Mojtaba Khanzadeh et al.   IISE Transactions

The influence of build parameters and wire batch on porosity of wire and arc additive manufactured aluminium alloy 2319

(2018) E.M. Ryan et al.   JOURNAL OF MATERIALS PROCESSING TECHNOLOGY

Reducing Porosity and Refining Grains for Arc Additive Manufacturing Aluminum Alloy by Adjusting Arc Pulse Frequency and Current

(2018) Donghai Wang et al.   Materials

Process defects andin situmonitoring methods in metal powder bed fusion: a review

(2017) Marco Grasso et al.   MEASUREMENT SCIENCE and TECHNOLOGY

Porosity testing methods for the quality assessment of selective laser melted parts

(2016) Wessel W. Wits et al.   CIRP ANNALS-MANUFACTURING TECHNOLOGY

The effect of inter-layer cold working and post-deposition heat treatment on porosity in additively manufactured aluminum alloys

(2016) Jianglong Gu et al.   JOURNAL OF MATERIALS PROCESSING TECHNOLOGY

Quantification and characterisation of porosity in selectively laser melted Al–Si10–Mg using X-ray computed tomography

(2016) I. Maskery et al.   MATERIALS CHARACTERIZATION

Review of in-situ process monitoring and in-situ metrology for metal additive manufacturing

(2016) Sarah K. Everton et al.   MATERIALS & DESIGN

Closed-loop automatic feedback control in electron beam melting

(2015) Jorge Mireles et al.   INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY

Effect of arc mode in cold metal transfer process on porosity of additively manufactured Al-6.3%Cu alloy

(2014) Baoqiang Cong et al.   INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY

In situ quality control of the selective laser melting process using a high-speed, real-time melt pool monitoring system

(2014) S. Clijsters et al.   INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY

Characterisation of the cold metal transfer (CMT) process and its application for low dilution cladding

(2010) C.G. Pickin et al.   JOURNAL OF MATERIALS PROCESSING TECHNOLOGY