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2019 Volume 3, Issue 2 (December 2019)

Development of a Digital Architecture for Distributed CNC Machine Health Monitoring

Daniel Newman, Mahmoud Parto, Kyle Saleeby, Thomas Kurfess, Andrew Dugenske

Page Count: 15

Published Online: 19 November 2019

DOI: 10.1520/SSMS20190038

Format: PDF

Price: Free

Intelligent Fault Diagnosis for Rotating Machines Using Deep Learning

Jorge Chuya Sumba, Israel Ruiz Quinde, Luis Escajeda Ochoa, Juan Carlos Tudón Martínez, Antonio J. Vallejo Guevara, Ruben Morales-Menendez

Page Count: 14

Published Online: 30 October 2019

DOI: 10.1520/SSMS20190023

Format: PDF

Price: Free

A Decision-Making Framework for Blockchain Technology Selection

Praveen Kumare Gopalakrishnan, Varsha Ananth, Kemper Lewis, Sara Behdad

Page Count: 21

Published Online: 19 November 2019

DOI: 10.1520/SSMS20190021

Format: PDF

Price: Free

An IoT Architecture for Automated Machining Process Control: A Case Study of Tool Life Enhancement in Turning Operations

Vinh Nguyen, Thomas Malchodi, Mahmoud Dinar, Shreyes N. Melkote, Anant Mishra, Sudhir Rajagopalan

Page Count: 13

Published Online: 03 September 2019

DOI: 10.1520/SSMS20190017

Format: PDF

Price: Free

Smart Scheduling of a Batch Manufacturer’s Operations by Utilization of a Genetic Algorithm to Minimize Electrical Demand

Paige Brimley, Derek Machalek, Kody M. Powell

Page Count: 15

Published Online: 14 November 2019

DOI: 10.1520/SSMS20190018

Format: PDF

Price: Free

A Standard Test Method for Evaluating Navigation and Obstacle Avoidance Capabilities of AGVs and AMRs

Adam Norton, Peter Gavriel, Holly Yanco

Page Count: 21

Published Online: 14 November 2019

DOI: 10.1520/SSMS20190028

Format: PDF

Price: Free

Graph-Based Metamodeling for Characterizing Cold Metal Transfer Process Performance

Hari P. N. Nagarajan, Suraj Panicker, Hossein Mokhtarian, Théo Remy-Lorit, Eric Coatanéa, Romaric Prod’hon, Hesam Jafarian, Karl R. Haapala, Ananda Chakraborti

Page Count: 21

Published Online: 14 November 2019

DOI: 10.1520/SSMS20190026

Format: PDF

Price: Free

A Self-Organizing Evolutionary Method to Model and Optimize Correlated Multiresponse Metrics for Additive Manufacturing Processes

Osama Aljarrah, Jun Li, Wenzhen Huang, Alfa Heryudono, Jing Bi

Page Count: 25

Published Online: 02 December 2019

DOI: 10.1520/SSMS20190024

Format: PDF

Price: Free

A Generalized Multisensor Real-Time Tool Condition–Monitoring Approach Using Deep Recurrent Neural Network

M. Hassan, A. Sadek, M. H. Attia

Page Count: 12

Published Online: 04 November 2019

DOI: 10.1520/SSMS20190020

Format: PDF

Price: Free

A Cloud-Based Machine Vision Approach for Utilization Prediction of Manual Machine Tools

Mahmoud Parto, Dongmin Han, Pierrick Rauby, Chong Ye, Yuanlai Zhou, Duen Horng Chau, Thomas Kurfess

Page Count: 12

Published Online: 19 November 2019

DOI: 10.1520/SSMS20190019

Format: PDF

Price: Free

A Reference Model for Evolving Digital Twins and Its Application to Cases in the Manufacturing Floor

Horacio Ahuett-Garza, Pedro Daniel Urbina Coronado

Page Count: 13

Published Online: 11 November 2019

DOI: 10.1520/SSMS20190049

Format: PDF

Price: Free

Visualization and Explainable Machine Learning for Efficient Manufacturing and System Operations

Dy D. Le, Vung Pham, Huyen N. Nguyen, Tommy Dang

Page Count: 21

Published Online: 14 November 2019

DOI: 10.1520/SSMS20190029

Format: PDF

Price: Free

Supply–Demand Prediction for Agile Manufacturing with Deep Neural Network

Rong Wen, Wenjing Yan

Page Count: 11

Published Online: 11 November 2019

DOI: 10.1520/SSMS20190025

Format: PDF

Price: Free