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Displaying 176 - 200 of 2123

Adapting natural language processing for technical text

June 29, 2021
Author(s)
Alden A. Dima, Sarah Lukens, Melinda Hodkiewicz, Thurston Sexton, Michael Brundage
Despite recent dramatic successes, Natural Language Processing (NLP) is not ready to address a variety of real-world problems. Its reliance on large standard corpora, a training and evaluation paradigm that favors the learning of shallow heuristics, and

A Prototype of a Standard Spreadability Tester for Additive Manufacturing

June 23, 2021
Author(s)
Justin G. Whiting, Vipin Tondare, Shawn P. Moylan, Alkan Donmez
We describe a simple device called Standard Spreadability Tester (SST). The idea behind the SST is that instead of trying to predict how a powder will spread using the powder's intrinsic properties (e.g., PSD, morphology, surface, and chemical makeup) or

Defining requirements for integrating information between design, manufacturing, and inspection

May 11, 2021
Author(s)
Thomas D. Hedberg Jr., Michael Sharp, Toby M. Maw, Moneer Helu, Mostafizur M. Rahman, Swati Jadhav, James J. Whicker, Allison Barnard Feeney
Industry desires a digital thread of information that aligns as-designed, as-planned, as-executed, and as-inspected viewpoints. An experiment was conducted to test selected open data standards' ability to integrate the lifecycle stages of engineering

A Visual Analytics Approach for the Diagnosis of Heterogeneous and Multidimensional Machine Maintenance Data

May 10, 2021
Author(s)
Xiaoyu Zhang, Takanori Fujiwara, Senthil K. Chandrasegaran, Michael Brundage, Thurston Sexton, Alden A. Dima, Kwan-Liu Ma
Analysis of large, high-dimensional, and heterogeneous datasets is challenging as no one technique is suitable for visualizing and clustering such data in order to make sense of the underlying information. For instance, heterogeneous logs detailing machine

Summary of the October 2020 Terminology Harmonization Meeting

March 31, 2021
Author(s)
Craig I. Schlenoff
On October 26, 2020, the Industrial Activities Board (IAB) of the IEEE Robotics and Automation Society (RAS) organized a virtual Terminology Harmonization Meeting in conjunction with the Intelligent Robots and Systems (IROS) Conference. The goal of the

Agile Robotics for Industrial Applications: Editorial

March 24, 2021
Author(s)
Craig I. Schlenoff, Zeid Kootbally, Erez Karpas
Advances in automation have provided for sustained productivity increases and manufacturing growth over the past decade. Sustaining this growth will require automation to become more agile and flexible, enabling the automation of tasks that require a high

Manufacturing USA: Rapid Response to COVID-19

March 23, 2021
Author(s)
Zahraha Brunner, Zachary Valdez, Donald Ufford
The report highlights the manufacturing innovation projects developed by the institutes and their partners across the country to combat COVID-19. Manufacturing USA network, comprised of federal agencies and their sponsored manufacturing innovation

Rethinking maintenance terminology for an Industry 4.0 future

March 22, 2021
Author(s)
Melinda Hodkiewicz, Sarah Lukens, Michael Brundage, Thurston Sexton
Sensors and mathematical models have been used since the 1990's to assess the health of systems and diagnose anomalous behavior. The advent of the Internet of Things (IoT) increases the range of assets on which data can be collected cost effectively. Cloud

Guide for Environmentally Sustainable Investment Analysis Based on ASTM E3200

March 15, 2021
Author(s)
Douglas Thomas, Anand M. Kandaswamy, David Butry
This guide presents techniques for evaluating manufacturing investments from the perspective of environmentally sustainable manufacturing by pairing economic methods of investment analysis with environmental aspect of manufacturing, including manufacturing

Recent Advances in Industrial Robotics - Introduction

March 15, 2021
Author(s)
Satyandra K. Gupta, Venkat Krovi, Craig I. Schlenoff
Manufacturing is the staged transformation of raw materials into finished goods (using human-labor, machines, tools, mechanical, chemical or biological processing) on a large scale. The production-line represents a key innovation of the industrial

The Industrial Ontologies Foundry (IOF) perspectives

March 3, 2021
Author(s)
Mohamed H. Karray, Neil Otte, Rahul Rai, Farhad Ameri, Boonserm Kulvatunyou, Barry Smith, Dimitris Kiritsis, Chris Will, Rebecca Arista
In recent years there has been a number of promising technical and institutional developments regarding use of ontologies in industry. At the same time, however, most industrial ontology development work remains within the realm of academic research and is

Manufacturing USA 2019/2020 Highlights Report

February 25, 2021
Author(s)
Frank W. Gayle, Michael Molnar, John Roth, Zahraha Brunner
Manufacturing USA® is a network of public-private partnerships united to secure U.S. global leadership in advanced manufacturing through large scale collaboration on technology, supply chain, and workforce development. The network includes the U.S

A Data-Driven Framework for Team Formation for Maintenance Tasks

February 16, 2021
Author(s)
Maya Reslan, Emily Hastings, Michael Brundage, Thurston Sexton
Even as maintenance evolves with new technologies, it is still a heavily human-driven domain; multiple steps in the maintenance workflow still require human expertise and intervention. Various maintenance activities require multiple maintainers, all with
Displaying 176 - 200 of 2123