Advances in Production Management Systems. Towards Smart and Digital Manufacturing: IFIP WG 5.7 International Conference, APMS 2020, Novi Sad, Serbia, August 30 – September 3, 2020, Proceedings, Part II

783 Pages·2020·61.972 MB·English

by  Bojan Lalic, Vidosav Majstorovic, Ugljesa Marjanovic, Gregor von Cieminski, David Romero

IFIP AICT 592
Bojan Lalic
Vidosav Majstorovic
Ugljesa Marjanovic
Gregor von Cieminski
David Romero (Eds.)
Advances in Production
Management Systems
Towards Smart and Digital
Manufacturing
IFIP WG 5.7 International Conference, APMS 2020
Novi Sad, Serbia, August 30 – September 3, 2020
Proceedinggs, Part II
123
IFIP Advances in Information
and Communication Technology 592
Editor-in-Chief
Kai Rannenberg, Goethe University Frankfurt, Germany
Editorial Board Members
TC 1 – Foundations of Computer Science
Luís Soares Barbosa , University of Minho, Braga, Portugal
TC 2 – Software: Theory and Practice
Michael Goedicke, University of Duisburg-Essen, Germany
TC 3 – Education
Arthur Tatnall , Victoria University, Melbourne, Australia
TC 5 – Information Technology Applications
Erich J. Neuhold, University of Vienna, Austria
TC 6 – Communication Systems
Burkhard Stiller, University of Zurich, Zürich, Switzerland
TC 7 – System Modeling and Optimization
Fredi Tröltzsch, TU Berlin, Germany
TC 8 – Information Systems
Jan Pries-Heje, Roskilde University, Denmark
TC 9 – ICT and Society
David Kreps , University of Salford, Greater Manchester, UK
TC 10 – Computer Systems Technology
Ricardo Reis , Federal University of Rio Grande do Sul, Porto Alegre, Brazil
TC 11 – Security and Privacy Protection in Information Processing Systems
Steven Furnell , Plymouth University, UK
TC 12 – Artificial Intelligence
EunikaMercier-Laurent ,UniversityofReimsChampagne-Ardenne,Reims,France
TC 13 – Human-Computer Interaction
Marco Winckler , University of Nice Sophia Antipolis, France
TC 14 – Entertainment Computing
Rainer Malaka, University of Bremen, Germany
IFIP – The International Federation for Information Processing
IFIP was founded in 1960 under the auspices of UNESCO, following the first World
ComputerCongressheldinParisthepreviousyear.Afederationforsocietiesworking
in information processing, IFIP’s aim is two-fold: to support information processing in
the countries of its members and to encourage technology transfer to developing na-
tions.Asitsmissionstatementclearlystates:
IFIP is the global non-profit federation of societies of ICT professionals that aims
at achieving a worldwide professional and socially responsible development and
applicationofinformationandcommunicationtechnologies.
IFIP is a non-profit-making organization, run almost solely by 2500 volunteers. It
operates through a number of technical committees and working groups, which organize
events and publications. IFIP’s events range from large international open conferences
toworkingconferencesandlocalseminars.
The flagship event is the IFIP World Computer Congress, at which both invited and
contributed papers are presented. Contributed papers are rigorously refereed and the
rejectionrateishigh.
As with the Congress, participation in the open conferences is open to all and papers
maybeinvitedorsubmitted.Again,submittedpapersarestringentlyrefereed.
The working conferences are structured differently. They are usually run by a work-
ing group and attendance is generally smaller and occasionally by invitation only. Their
purpose is to create an atmosphere conducive to innovation and development. Referee-
ingisalsorigorousandpapersaresubjectedtoextensivegroupdiscussion.
Publications arising from IFIP events vary. The papers presented at the IFIP World
Computer Congress and at open conferences are published as conference proceedings,
while the results of the working conferences are often published as collections of se-
lectedandeditedpapers.
IFIP distinguishes three types of institutional membership: Country Representative
Members, Members at Large, and Associate Members. The type of organization that
can apply for membership is a wide variety and includes national or international so-
cieties of individual computer scientists/ICT professionals, associations or federations
of such societies, government institutions/government related organizations, national or
international research institutes or consortia, universities, academies of sciences, com-
panies,nationalorinternationalassociationsorfederationsofcompanies.
Moreinformationaboutthisseriesathttp://www.springer.com/series/6102
Bojan Lalic Vidosav Majstorovic
(cid:129) (cid:129)
Ugljesa Marjanovic Gregor von Cieminski
(cid:129) (cid:129)
David Romero (Eds.)
Advances in Production
Management Systems
Towards Smart and Digital
Manufacturing
IFIP WG 5.7 International Conference, APMS 2020
–
Novi Sad, Serbia, August 30 September 3, 2020
Proceedings, Part II
123
Editors
BojanLalic Vidosav Majstorovic
University of NoviSad University of Belgrade
NoviSad, Serbia Belgrade, Serbia
UgljesaMarjanovic Gregor vonCieminski
University of NoviSad ZF HungáriaKft.
NoviSad, Serbia Eger,Hungary
DavidRomero
Tecnológico deMonterrey
Mexico City,Mexico
ISSN 1868-4238 ISSN 1868-422X (electronic)
IFIPAdvances in Information andCommunication Technology
ISBN 978-3-030-57996-8 ISBN978-3-030-57997-5 (eBook)
https://doi.org/10.1007/978-3-030-57997-5
©IFIPInternationalFederationforInformationProcessing2020
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Preface
We live in a time where just one factor (i.e., COVID-19) could change the game plan
fortheglobalmanufacturingeconomy.Digitaltransformationhasbeengoingoninthe
last decade, and it seems that not all the countries and companies are utilizing all the
opportunities that it could provide to build new digital capabilities such as ‘digital
resilience.’AdigitaltransformationpathtowardsIndustry4.0inmanufacturingismore
important than ever. Yet, how to approach the development and scaling of digital
technology is a question that keeps executives awake at night and academics in a
constant quest. The current digital transformation of manufacturing has so far mostly
beenstudiedfromtheperspectiveofthecyber-physicalproductionsystemasdriversof
change. However, there are several other enablers, including artificial intelligence;
additive and hybrid manufacturing; 5G-enabled manufacturing; digital assistance
systems based on augmented, virtual, and mixed reality; industrial, collaborative,
mobile, and software robots; advanced simulations; cloud and edge technologies; and
data-driven product-service systems. These are the key components of a digital
transformation and the main research thrusts in the production management systems
research community. Thus, the question of how to find the path to the digital trans-
formationandinnovationofproductionmanagementsystemsisofeminentimportance.
The International Conference on Advances in Production Management Systems
(APMS2020)inNoviSad,Serbia,broughttogetherleadinginternationalexpertsfrom
academia, industry, and government in the area of digital transformation and innova-
tion to discuss globally pressing issues in smart manufacturing, operations manage-
ment, and supply chain management in the Industry 4.0 era. Under influence of
COVID-19,theeventwasalsodigitallytransformed:Forthefirsttimeinitshistorythe
APMS conference was organized in a ‘hybrid mode,’ meaning face-to-face as well as
online conference sessions. A large international panel of experts reviewed all the
papers and selected the best ones to be included in these international conference
proceedings. The topics of interest in APMS 2020 included Digital Supply Networks,
Data-DrivenProductionManagement,SustainableProductionManagement,Cloudand
Collaborative Technologies, Smart Manufacturing and Industry 4.0, Data-Driven
Services, Digital Lean Manufacturing, and Digital Transformation Approaches in
Production Management.
The proceedings are organized into two parts:
– The Path to Digital Transformation and Innovation of Production Management
Systems (Volume 1)
– Towards Smart and Digital Manufacturing (Volume 2)
The conference was supported by the International Federation of Information Pro-
cessing (IFIP) and was organized by the IFIP Working Group 5.7 on Advances in
Production Management Systems and University of Novi Sad, Faculty of Technical
Sciences, Department of Industrial Engineering and Management. We would like to
vi Preface
thankallcontributorsfortheirhigh-qualityworkandfortheirwillingnesstosharetheir
innovative ideas and findings. We are also indebted to the members of the IFIP
Working Group 5.7, the Program Committee members, and the Scientific Committee
members for their support in the review process of the papers. Finally, we appreciate
the generoussupport from both theMinistry of Education,Science and Technological
Development and Provincial Secretariat for Higher Education and Scientific Research
of the Republic of Serbia.
August 2020 Bojan Lalic
Vidosav Majstorovic
Ugljesa Marjanovic
Gregor von Cieminski
David Romero
Organization
Conference Chair
Bojan Lalic University of Novi Sad, Serbia
Conference Co-chair
Gregor Von Cieminski ZF Hungária Kft., Hungary
Program Chair
Vidosav Majstorovic University of Belgrade, Serbia
Program Co-chair
David Romero Tecnológico de Monterrey, Mexico
Program Committee
Thorsten Wuest West Virginia University, USA
Paolo Gaiardelli University of Bergamo, Italy
Ilkyeong Moon Seoul National University, South Korea
Organizing Committee Chair
Ugljesa Marjanovic University of Novi Sad, Serbia
Doctoral Workshop Chair
Milan Delic University of Novi Sad, Serbia
International Advisory Committee
Farhad Ameri Texas State University, USA
Ilkyeong Moon Seoul National University, South Korea
Hermann Lödding TUHH, Germany
Organizing Committee
Danijela Gračanin University of Novi Sad, Serbia
Nemanja Tasić University of Novi Sad, Serbia
Nenad Medić University of Novi Sad, Serbia
viii Organization
Tanja Todorović University of Novi Sad, Serbia
Slavko Rakić University of Novi Sad, Serbia
Marko Pavlović University of Novi Sad, Serbia
Jelena Ćurčić University of Novi Sad, Serbia
Dragana Gojić University of Novi Sad, Serbia
Nemanja Majstorović University of Belgrade, Serbia
Scientific Committee
Erry Yulian Triblas Adesta International Islamic University Malaysia, Malaysia
Erlend Alfnes Norwegian University of Science and Technology,
Norway
Thecle Alix IUT Bordeaux Montesquieu France
Susanne Altendorfer-Kaiser Montanuniversitaet Leoben, Austria
Farhad Ameri Texas State University, USA
Bjørn Andersen Norwegian University of Science and Technology,
Norway
Eiji Arai Osaka University, Japan
Frédérique Biennier INSA Lyon, France
Umit S. Bititci Heriot Watt University, UK
Magali Bosch-Mauchand Université de Technologie de Compiègne, France
Abdelaziz Bouras Qatar University, Qatar
Jim Browne University College Dublin, Ireland
Luis Camarinha-Matos Universidade Nova de Lisboa, Portugal
Sergio Cavalieri University of Bergamo, Italy
Stephen Childe Plymouth University, UK
Hyunbo Cho Pohang University of Science and Technology,
South Korea
Gregor von Cieminski ZF Friedrichshafen AG, Hungary
Adolfo Crespo Marquez University of Seville, Spain
Catherine Da Cunha École Centrale de Nantes, France
Frédéric Demoly Université de Technologie de Belfort-Montbéliard,
France
Shengchun Deng Harbin Institute of Technology, China
Melanie Despeisse Chalmers University of Technology, Sweden
Alexandre Dolgui IMT Atlantique, France
Slavko Dolinšek University of Ljubljana, Slovenia
Sang Do Noh Sungkyunkwan University, South Korea
Heidi Carin Dreyer Norwegian University of Science and Technology,
Norway
Eero Eloranta Helsinki University of Technology, Finland
Soumaya El Kadiri Texelia AG, Switzerland
Christos Emmanouilidis Cranfield University, UK
Åsa Fasth-Berglund Chalmers University of Technology, Sweden
Organization ix
Manuel Fradinho Duarte SINTEF, Norway
de Oliveira
Jan Frick University of Stavanger, Norway
Paolo Gaiardelli University of Bergamo, Italy
Adriana Giret Boggino Universidad Politécnica de Valencia, Spain
Samuel Gomes Belfort-Montbéliard University of Technology, France
Bernard Grabot INP-ENIT (National Engineering School of Tarbes),
France
Gerhard Gudergan FIR Research Institute for Operations Management
at RWTH Aachen University, Germany
Thomas R. Gulledge Jr. George Mason University, USA
Hironori Hibino Tokyo University of Science, Japan
Hans-Henrik Hvolby Aalborg University, Denmark
Dmitry Ivanov Berlin School of Economics and Law, Germany
Harinder Jagdev National University of Ireland at Galway, Ireland
John Johansen Aalborg University, Denmark
Hong-Bae Jun Hongik University, South Korea
Toshiya Kaihara Kobe University, Japan
Duck-Young Kim Ulsan National Institute of Science and Technology
(UNIST), South Korea
Dimitris Kiritsis École Polytechnique Fédérale de Lausanne,
Switzerland
Tomasz Koch Wroclaw University of Science and Technology,
Poland
Pisut Koomsap Asian Institute of Technology, Thailand
Gül Kremer Iowa State University, USA
Boonserm Kulvatunyou National Institute of Standards and Technology, USA
Thomas R. Kurfess Georgia Institute of Technology, USA
Andrew Kusiak University of Iowa, USA
Lenka Landryova Technical University of Ostrava, Czech Republic
Jan-Peter Lechner First Global Liaison, Germany
Gyu M. Lee Pusan National University, South Korea
Ming K. Lim Chongqing University, China
Hermann Lödding Hamburg University of Technology, Germany
Marco Macchi Politecnico di Milano, Italy
Gökan May École Polytechnique Fédérale de Lausanne,
Switzerland
Jörn Mehnen University of Strathclyde, UK
Joao Gilberto Mendes dos UNIP Paulista University, Brazil
Reis
Vidosav D. Majstorovich University of Belgrade, Serbia
Hajime Mizuyama Aoyama Gakuin University, Japan
Ilkyeong Moon Seoul National University, South Korea
Dimitris Mourtzis University of Patras, Greece
Irenilza de Alencar Naas UNIP Paulista University, Brazil
Masaru Nakano Keio University, Japan