W16: Professional Program – Monday

PROFESSIONAL PROGRAM

PROFESSIONAL PROGRAM AUTHORS AFTERNOON BREAK
Room: W307 D
12:00 PM – 1:40 PM

SESSION 1: METALS ADDITIVE MANUFACTURING

Room: W307 A

1:40 PM – 5:00 PM

Session Chairs:  G. Wood, Apollo Machine; A. Iams, NIST

1:40 PM

Role of Manganese Composition on the Strain-Controlled Fatigue Life in Additively Manufactured 316L Austenitic Stainless Steel

I. Wietecha-Reiman1; A. Iams2; T. Palmer1;  1The Pennsylvania State University; 2National Institute of Standards and Technology

2:00 PM

Mechanism and Prediction of Spatters Formation for Laser Powder Bed Fusion Additive Manufacturing Process

Y. Du1; A. Elwany2;  1Iowa State University; 2Texas A&M University

2:20 PM

Additive Manufacturing Wire Feedstocks Derived from Recycled Aluminum

J. McIntyre1; J. Carsley2; J. Klemm-Toole1;  1Colorado School of Mines; 2Novelis

2:40 PM

Design of Additively Manufacturable Tantalum Alloys through Direct Energy Deposition and Materials Modeling

C. Hilla1; G. Dinda1;  1Savannah River National Laboratory

3:00 PM

Characterization of Composition Gradients Deposited by Multi-wire Gas Tungsten Arc Directed Energy Deposition

T. Patterson1; M. Glazoff1; J. Simpson1; D. Clark1; T. Lillo1;  1Idaho National Laboratory

3:20 PM

Prediction of the Inter-track Bonding during the Dual-laser Powder Bed Fusion

Y. Du1; C. Arnold2;  1Iowa State University; 2Princeton University

3:40 PM

Porosity Reduction in Laser Powder Bed Fusion using Mechanistic Modeling and Data Analysis

S. Sinha1; T. Mukherjee1;  1Iowa State University

4:00 PM

Characterization of Process-induced Cracks and their Closure by Hot Isostatic Pressing in Laser Powder Bed Fusion AA-7075

J. Berkson1; E. Schwalbach2; A. Cassese3; C. Beamer3; A. Ramirez1;  1Ohio State University; 2Air Force Research Laboratory; 3Quintus Technologies

4:20 PM

The Integration of Magnetic Arc Oscillation into the Additive Manufacturing Workflow

D. Goodspeed1; B. Jared1;  1University of Tennessee – Knoxville

4:40 PM

Microstructure and Mechanical Properties of Wire-based Electron Beam Additively Manufactured Ti6Al4V

Ö. Gerçek1; O. Tutar1;  1Roketsan;

SESSION 2: AI/ML AND DATA SCIENCE FOR JOINING APPLICATIONS

Room: W307 B

1:40 PM – 5:00 PM

Session Chairs:  Z. Chen, Air Liquide; Y. Zhang, University of Kentucky

1:40 PM

Weld Penetration Prediction using GAN with Inaccurate Labels

Y. Cao1; E. Mucllari1; Y. Zhang1; Q. Ye1;  1University of Kentucky

2:00 PM

Enhancing Resistance Spot Welding Quality Monitoring and Control: Leveraging Machine Learning

W. Zhang1; Z. Feng1; D. Wang1; J. Chen1; H. Ghassemi-Armaki2; B. Carlson2;  1Oak Ridge National Laboratory; 2General Motors

2:20 PM

Deep Learning to Characterize the Morphology of the Arc and Metal Transfer in GMAW

J. Alvarez Rocha1; L. Taípe1; P. Mendez1;  1University of Alberta

2:40 PM

Critical Weld Pool Information Detection in GMAW using LSTM U-net

T. Li1; Y. Cao1; Y. Zhang1;  1University of Kentucky

3:00 PM

Addressing Limitations in the Historical Reporting of Fatigue Meta-data for Additively Manufactured Titanium Alloys

I. Wietecha-Reiman1; J. Keist2; T. Palmer1;  1Pennsylvania State University; 2Applied Research Laboratory

3:20 PM

Machine Learning-guided Models for Optimization of Wire Arc DED Manufacturing Parameters

S. Price1; K. Judd1; M. Gleason1; K. Tsaknopoulos1; D. Cote1; R. Neamtu1;  1Worcester Polytechnic Institute

3:40 PM

Human Robot Collaboration for DE-GMAW

Y. Cao1; G. Sun1; W. Wang1; Y. Zhang1;  1University of Kentucky

4:00 PM

How Machine Learning Models Understand Weld Defects

X. Yu1;  1Beijing Institute of Technology

SESSION 3: APPLIED TECHNOLOGY

Room: W307 C

1:40 PM – 5:00 PM

Session Chairs:  U. Duman, Meta; H. Zhang, University of Toledo

1:40 PM

Application of NDE Techniques for Safer Process Piping

J. Chen1;  1KBR

2:00 PM

Assessment of Mechanical Vibration Stress Relief in ASTM A131 EH36 Steel

L. Vilarinho1; D. Cunha2; J. Wiezel2;  1Federal University of Uberlandia; 2Petrobras

2:20 PM

Nano-Particle Aluminum Weld Wire Advancement for Navy Maintenance, Repair, and Overhaul (MRO) Activity

L. Brown1; A. Sadek1; Z. Bogosian1; M. Sapp2; D. Meath3; J. Farren4; J. Brougher3;  1EWI; 2NAVAIR Fleet Readiness Center East; 3ATI/ Center for Naval Metalworking; 4Navy/ Office of Naval Research

2:40 PM

SMAW E8010 Specifically Designed for Root Pass Applications

S. DePietro1;  1Lincoln Electric Company

3:00 PM

Often Missed Resistance Weld Machine Specifications that Impact Quality

R. Cohen1;  1WeldComputer Corporation

3:20 PM

NAVSEA and ABS Dual Qualification Scheme for Arc-DED of Nickel Aluminum Bronze Propellers

J. Rausch1; D. Harwig1;  1EWI

3:40 PM

Need for Digitization in Welding Industry

K. Herman1;  1Caterpillar

4:00 PM

Code Welding Details for Mitered Elbows

C. Sundberg1;  1Victaulic

4:20 PM

Simplified Precision Welding Technique

J. Hansen1; P. Blomquist1;  1EWI

4:40 PM

Industrial Processes – Producing the Welding Engineers of Tomorrow

M. McGinnis1;  1LeTourneau University