The IIC Journal of Innovation 2019 November

Contents

A Short Introduction to Digital Twins

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• Pieter van Schalkwyk, XMPro

• Dr. Somayeh Malakuti, ABB Corporate Research

• Dr. Shi-Wan Lin, Yo-i Information Technology

Digital Twin + Industrial Internet for Smart Manufacturing: A Case Study in the Steel

Industry

• Dr. Shi-Wan Lin, Yo-i Information Technology

• Maxine Fu, Yo-i Information Technology

• Kebin Li, Yo-i Information Technology

Digital Twin Development for Serial Manipulators: Data Driven Optimized Planning and

Sequencing of Tasks

• Myo Kyaw Sett, ARTC

• Humza Akhtar, ARTC

• Bao Huy Huynh, ARTC

• Wang Wei, ARTC

Creating Cities of the Future with Digital Twin Technology

• Elena Vasconi, Itron Outcomes

Artificial and Human Intelligence with Digital Twins

• Michael Thomas, SAS

• Brad Klenz, SAS

• Prairie Rose Goodwin, SAS

Digital Twin Architecture and Standards

• K. Eric Harper, ABB Corporate Research

• Dr. Christopher Ganz, ABB Corporate Research

• Dr. Somayeh Malakuti, ABB Corporate Research

Shades of Digital Twinning

• Dr. James J. Hunt, aicas GmbH

Digital Twins in Industrial Applications – Requirements to a Comprehensive Data Model

• Kilian Bächle, CONTACT Software GmbH

• Stefan Gregorzik, CONTACT Software GmbH

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Digital twin – a key software component of Industry 4.0

AUTONOMOUS COLLABORATION

Digital Twin Architecture and Standards

Authors:

K. Eric Harper

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Senior Principal Scientist

ABB Corporate Research, US

eric.e.harper@us.abb.com

Dr. Christopher Ganz

VP Digital Research and Development

ABB

christopher.ganz@ch.abb.com

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Digital Twin: An Enabler for New Business Models

Dr. Somayeh Malakuti, ABB Corporate Research Center, Germany

Dr. Jan Schlake, ABB Corporate Research Center, Germany

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Dr. Christopher Ganz, ABB Group Technology Management,

Switzerland

K. Eric Harper, ABB Corporate Research Center, United States

Heiko Petersen, ABB Automation GmbH, Germany

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20.02.2020

BOSCH CONNECTED WORLD

Digital Twin Foundations and Examples in Industrial Systems

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Somayeh Malakuti, Senior Scientist

in Software Architecture

ABB Corporate Research Center, Germany

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A New Concept of Digital Twin Supporting

Optimization and Resilience of Factories of the Future

Adrien Bécue 1, Eva Maia 2, Linda Feeken 3, Philipp Borchers 3,* and Isabel Praça 2

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1 AIRBUS CyberSecurity, 78996 Elancourt Cedex, France; adrien.becue@airbus.com

2 School of Engineering, Polytechnic of Porto (ISEP/IPP)/GECAD, 4249-015 Porto, Portugal;

egm@isep.ipp.pt (E.M.); icp@isep.ipp.pt (I.P.)

3 OFFIS e.V.-Institut für Informatik, 26121 Oldenburg, Germany; linda.feeken@os.de

* Correspondence: philipp.borchers@os.de

Received: 30 April 2020; Accepted: 22 June 2020; Published: 28 June 2020

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Defense Acquisition Guidebook

Dated: August 5, 2010

This PDF version of the Defense Acquisition Guidebook (DAG) is current as of August 5, 2010. A new/updated PDF of theDAG will be posted on or about the 5th of each month or as needed. The online DAG is a living document that will be updated whenever necessary. Consequently, the PDF version may not contain the most current guidance. We suggestyou use the online version whenever possible. https://dag.dau.mil

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Acquisition professionals should use this Guidebook as a reference source supporting their management responsibilities

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UNIVERSITY OF CALIFORNIA, IRVINE

CECS

CENTER FOR EMBEDDED & CYBER-PHYSICAL SYSTEMS

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Digital Twin

of

Manufacturing Systems

Sujit Rokka Chhetri

Sina Faezi

Mohammad Abdullah Al Faruque

Center for Embedded and Cyber-Physical Systems

University of California, Irvine

Irvine, CA 92697-2620, USA

{schhetri, sfaezi, alfaruqu}@uci.edu

CECS Technical Report CECS TR#17-07

November 27, 2017

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