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The National Institute of Standards and Technology (NIST) has constructed a discrete manufacturing workcell to support its operational technology (OT) and critical infrastructure research. This work is an improvement on the "Collaborative Robotics Testbed"
It remains challenging to integrate artificial intelligence (AI) and natural language processing (NLP) into complex engineering systems. Popular models and techniques are designed for use with everyday, non-technical text, and therefore perform poorly when
Chenglu Tang, Jingfan Yang, Fan Zhang, Joseph Aroh, Ernest Porterfield, Barton Prorok, Xiaoyuan Lou
Twin-related grain boundary engineering (GBE) enhances the boundary-related degradation of materials, such as intergranular corrosion by incorporating a high density of twin boundaries. Conventional GBE typically requires one or multiple thermomechanical
Sthitie Bom, Jim Davis, Bruce Kramer, Gregory Vogl, Said Jahanmir, Don Ufford
The Workshop sponsored by the National Science Foundation (NSF) (NSF award 2334590, "Artificial Intelligence with Open and Scaled Data Sharing in the Semiconductor Industry") and supported by the National Institute of Standards and Technology (NIST) was
Stian Romberg, Sarah Lehrman, Jonathan Seppala, Anthony Kotula
The chemical gel point that occurs in the resin matrix of thermoset composites is crucial to the design of manufacturing process parameters. However, the formation of a physical network of filler material can affect the viscoelastic response of the
Metal laser powder bed fusion (LPBF) is a promising additive manufacturing technique for producing complex metal parts. However, the quality of the final product can be affected by various factors such as laser power, scanning speed, powder spreading
Michael Powell, Fenimore Philip, Stephanie Saravia
Though portable storage media are convenient, their unregulated use poses cybersecurity risks for organizations utilizing them in their OT environments. Procedural, physical, and technical controls are important because they can minimize the likelihood of
Matthew Triebe, Nehika Mathur, Ashley Hartwell, Katherine Morris
Electric vehicle batteries, which use a significant amount of critical materials, have the potential to be a reliable secondary source of those high-value materials at the end of their life to meet future needs. In this paper we present a reference model
Metal Laser Powder Bed Fusion is a widely used additive manufacturing technique known for its ability to produce intricate geometries, optimized structures, and lightweight designs. However, its broader industrial adoption is hindered by persistent quality
Nicholas Derimow, Jake Benzing, Alec Saville, Cassidy Allen, Jordan Weaver, Nikolas Hrabe, Timothy Quinn, Timothy Weeks, Newell Moser, Chad Beamer, Christin Aumayr, Tilman Seifert, Michael Hirtler
This work is a compilation and summary of the quasi-static mechanical properties of a novel cobalt-free maraging steel, M789, that underwent a series of various heat treatments which included solution annealing, intercritical annealing, and aging
Rishabh Venketesh, Deogratias Kibira, Guodong Shao, Matthew Triebe
Digitization in manufacturing is a concept that, while having existed for some time, can now be realized because of advancements in IIoT (Industrial Internet of Things) enabling technologies and data standardization. Digital twins are at the forefront of
Anthony Kotula, Ran Tao, Jianwei Tu, Young Lee, Gale Holmes
Liquid encapsulants are versatile packaging materials that provide electrical insulation and mechanical protection for microelectronic devices. As more advanced encapsulants are formulated to address modern packaging needs, advanced characterization
Vijaya Holla, Timothy Redford, Philipp Kopp, Stefan Kollmannsberger
The paper at hand evaluates the validity of the transient heat equation with phase change and temperature-dependent coefficients as a model to predict the evolution of melt pools for rapid turnaround scan strategies in a laser powder bed fusion (PBF-LB)
Maya Reslan, Matthew Triebe, Rishabh Venketesh, Ashley Hartwell
Lean manufacturing has gained popularity over the last few decades as a resource-efficient approach to manufacturing. The rise of smart factories and digital twins brings with it an opportunity to leverage digital technologies and computation in the next
Nicholas Derimow, Thomas Berfield, Keenan Hanson, Jake Benzing, Nikolas Hrabe
The residual stresses from controlled powder recovery blasting on electron beam powder bed fusion (PBF-EB) Ti-6Al-4V were investigated via hole drilling, profilometry, and microscopy. After hot isostatic pressing, the near-surface lamellar the near-surface
Of the austenitic stainless steels, Type 304 has become ubiquitous throughout industry. While our inclinations as a metallurgical community may be to assume that Type 304 and its variants (L, H, N, HN, LN, LHN) have been exhaustively investigated, the
Michael Molnar, Kelley Rogers, Frank Gayle, Susan Ipri-Brown, Mai Tran, Joseph Long, Clifton Ray, Albert Shih, Douglas Thomas
This review of China's Manufacturing Innovation Centers (MICs) describes the status of the country's flagship manufacturing innovation program. At least 33 MICs have been established to date, suggesting that China is within reach of its goal of 40 MICs by
Nicholas Derimow, Joseph Gauspohl, Alec Saville, Jake Benzing, Elisabeth Mansfield, Christopher Gump, Nikolas Hrabe
With the ever-increasing research and development into additive manufacturing (AM) via laser powder bed fusion (PBF-L) of Ti-6Al-4V alloy, there has been numerous efforts to introduce different coatings onto the metal powder feedstock in order to achieve
The pharmaceutical (pharma) manufacturing sector is rapidly evolving to meet the global needs for faster, safer, and more efficient therapeutics. A key focus of this change has been the platform-based pharma manufacturing approach, which offers
Aaron Cornelius, Gregory Vogl, Ryan Hall, Yongzhi Qu
The development of intelligent machine tools requires integrating sensors that allow the machine to monitor, diagnose, and control the machining process. However, existing sensors for monitoring tool vibrations are intrusive and difficult to integrate in a
David Deisenroth, Jordan Weaver, Sergey Mekhontsev, Steven Grantham, Shawn P. Moylan
One of key parameters of additive manufacturing by laser powder bed fusion of metal parts (PBF-LB/M) is the power density distribution (PDD) of the process laser beam. This paper describes the methods used to measure the beam PDD, discussing well
Sina Ghadi, Xiaobo Chen, Nicholas Tomasello, Nicholas Derimow, Srikanth Rangarajan, Guangwen Zhou, Scott Schiffres
Assessment of metal powders in powder bed additive manufacturing is crucial, as the quality of the powders significantly impacts the final printed parts. This study introduces a novel technique to characterize metal powders by analyzing changes in their
Creating a reliable indicator to describe the degradation of ball screws remains a challenging task. Current vibration-based prognostic methods are vulnerable to unknown noise or system disturbances. To address this challenge, our study offers a new method
David Deisenroth, Sergey Mekhontsev, Steven Grantham
The advantages of additive manufacturing of metal components through laser-based powder bed fusion of metals (PBF-LB/M) have been increasingly embraced across a variety of industries and applications. But, broader adoption of this manufacturing technology