# Advances in Production Management Systems
Production Management Systems for Volatile, Uncertain, Complex, and Ambiguous Environments

Matthias Thürer, Ralph Riedel, Gregor von Cieminski, David Romero

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Matthias Thürer, Ralph Riedel, Gregor von Cieminski, David Romero. Advances in Production Management Systems Production Management Systems for Volatile, Uncertain, Complex, and Ambiguous Environments. 43rd IFIP WG 5.7 International Conference, APMS 2024, Sep 2024, Chemnitz, Germany. AICT-733, Springer, 2024, 978-3-031-71645-4_21. 10.1007/978-3-031-71645-4. hal-05233955

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Editor-in-Chief

Kai Rannenberg, Goethe University Frankfurt, Germany

Editorial Board Members

TC 1 – Foundations of Computer Science

Luís Soares Barbosa*<sup>1)</sup>, University of Minho, Braga, Portugal

TC 2 – Software: Theory and Practice

Jacques Carette, Department of Computer Science, McMaster University, Hamilton,
ON, Canada

TC 3 – Education

Arthur Tatnall<sup>1)</sup>, 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

Lukasz Stettner, Institute of Mathematics, Polish Academy of Sciences, Warsaw, Poland

TC 8 – Information Systems

Jan Pries-Heje, Roskilde University, Denmark

TC 9 – ICT and Society

David Kreps<sup>1)</sup>, National University of Ireland, Galway, Ireland

TC 10 – Computer Systems Technology

Achim Rettberg, Hamm-Lippstadt University of Applied Sciences, Hamm, Germany

TC 11 – Security and Privacy Protection in Information Processing Systems

Steven Furnell<sup>1)</sup>, Plymouth University, UK

TC 12 – Artificial Intelligence

Eunika Mercier-Laurent<sup>1)</sup>, University of Reims Champagne-Ardenne, Reims, France

TC 13 – Human-Computer Interaction

Marco Winckler<sup>1)</sup>, University of Nice Sophia Antipolis, France

TC 14 – Entertainment Computing

Rainer Malaka, University of Bremen, Germany
IFIP Advances in Information and Communication Technology

The IFIP AICT series publishes state-of-the-art results in the sciences and technologies of information and communication. The scope of the series includes: foundations of computer science; software theory and practice; education; computer applications in technology; communication systems; systems modeling and optimization; information systems; ICT and society; computer systems technology; security and protection in information processing systems; artificial intelligence; and human-computer interaction.

Edited volumes and proceedings of refereed international conferences in computer science and interdisciplinary fields are featured. These results often precede journal publication and represent the most current research.

The principal aim of the IFIP AICT series is to encourage education and the dissemination and exchange of information about all aspects of computing.

More information about this series at https://link.springer.com/bookseries/6102
Matthias Thürer · Ralph Riedel ·
Gregor von Cieminski ·
David Romero
Editors

Advances in Production
Management Systems

Production Management Systems
for Volatile, Uncertain, Complex,
and Ambiguous Environments

43rd IFIP WG 5.7 International Conference, APMS 2024
Chemnitz, Germany, September 8–12, 2024
Proceedings, Part VI

<figure><img src="image_2.png" /></figure>

Springer
Editors

Matthias Thürer
Chemnitz University of Technology
Chemnitz, Germany

Gregor von Cieminski
ZF Friedrichshafen AG
Friedrichshafen, Germany

Ralph Riedel
West Saxon University of Applied Sciences
Zwickau
Zwickau, Germany

David Romero
Tecnológico de Monterrey
Mexico City, Mexico

ISSN 1868-4238
ISSN 1868-422X (electronic)
IFIP Advances in Information and Communication Technology
ISBN 978-3-031-71644-7
ISBN 978-3-031-71645-4 (eBook)

https://doi.org/10.1007/978-3-031-71645-4

© IFIP International Federation for Information Processing 2024

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# Preface

The year 2024 highlighted that the world is getting more and more volatile, uncertain, complex, and ambiguous. There are no simple solutions to complex problems, which require new ways to solve and manage them. New technology opens new ways as does the continuous progress of science. But to bring real benefits to people on the ground who are suffering from the consequences of conflicts and climate change, just to name two, more research is needed on how to apply and further advance this technology and knowledge. A scientific conference plays an important part in this. It is a symbol of aiming for a better future. We create new knowledge and solutions, we share all our achievements, and we meet to get to know people from all over the world, creating new ties and making new friends.

The International Conference on “Advances in Production Management Systems” (APMS) is the leading annual event of the IFIP Working Group (WG) 5.7 of the same name. At APMS 2024 in Chemnitz, Germany, hosted by Chemnitz University of Technology and West Saxon University of Applied Sciences Zwickau, more than 200 papers were presented and discussed. This is a significant step up from the first APMS Conference in 1980, which assembled just a few participants. The IFIP WG 5.7 was established in 1978 by the General Assembly of the International Federation for Information Processing (IFIP) in Oslo, Norway. Its first meeting was held in August 1979 with all its seven members present. The WG has since grown to 124 full and candidate members as well as 27 honorary members.

APMS was held for the first time in East Germany, which experienced specific challenges and disruptions, but also hopes and new futures. The Ore Mountains are a traditional industrial region, and it can be argued that the first textbook on operations management was written on the mining industry in this region. Mining always brought its own challenges in terms of sustainability, quality of work life, and process efficiency, but also major technological advancements and highly skilled labour. Many of the papers presented address similar challenges as 500 years ago. The problems did not change but are more volatile, uncertain, complex, and ambiguous today given the interconnectedness of society and production. No other technology can show a more rapid development and impact in industry and society than Information and Communication Technology (ICT).

The APMS 2024 program shows that the IFIP WG 5.7 can still make, and will continue to make, a significant contribution to production and production management disciplines. In 2024, the international review board for APMS included 95 recognized experts working in the disciplines of production and production management systems. For each paper, an average of 2.5 single-blind reviews were provided. Over two months, each submitted paper went through two rigorous rounds of reviews to allow authors to revise their work after the first round of reviews to guarantee the highest scientific quality of the papers accepted for publication. Following this process, 201 full
papers were selected for inclusion in the conference proceedings from a total of 224 submissions.

APMS 2024 brought together leading international experts from academia, industry, and government in the areas of production and production management systems to discuss how to achieve responsible manufacturing, service, and logistics futures. This included topics such as innovative manufacturing, service, and logistics systems characterized by their agility, circularity, digitalization, flexibility, human-centricity, resilience, and smartification contributing to more sustainable industrial futures that ensure that products and services are manufactured, serviced, and distributed in a way that creates a positive effect on the triple bottom line.

The APMS 2024 conference proceedings are organized into 6 volumes, covering a large spectrum of research addressing the overall topic of the conference “Production Management Systems for Volatile, Uncertain, Complex, and Ambiguous Environments”. We would like to thank all contributing authors for their high-quality research work and their willingness to share their findings with the APMS and IFIP WG 5.7 community. We are equally grateful for the outstanding work of all the International Reviewers, the Program Committee Members, and the Special Sessions Organizers.

September 2024

Matthias Thürer

Ralph Riedel

Gregor von Cieminski

David Romero
# Organisation

## Conference Co-chairs

<table><tr><td>Matthias Thürer</td><td>Chemnitz University of Technology, Germany</td></tr><tr><td>Ralph Riedel</td><td>West Saxon University of Applied Sciences Zwickau, Germany</td></tr><tr><td>Gregor von Cieminski</td><td>ZF Friedrichshafen AG, Germany</td></tr></table>

## Honorary Co-chair

<table><tr><td>Egon Müller</td><td>Chemnitz University of Technology, Germany</td></tr></table>

## Program Co-chairs

<table><tr><td>Philipp Wilsky</td><td>Chemnitz University of Technology, Germany</td></tr><tr><td>David Romero</td><td>Tecnológico de Monterrey, Mexico</td></tr></table>

## Organizing Committee Co-chairs

<table><tr><td>Luise Weißflog</td><td>Chemnitz University of Technology, Germany</td></tr><tr><td>Felix Franke</td><td>Chemnitz University of Technology, Germany</td></tr><tr><td>Julia Sprigode</td><td>West Saxon University of Applied Sciences Zwickau, Germany</td></tr></table>

## Doctoral Workshop Chairs

<table><tr><td>Marina Ivanova</td><td>Chemnitz University of Technology, Germany</td></tr><tr><td>Pierre Grzona</td><td>Chemnitz University of Technology, Germany</td></tr><tr><td>David Romero</td><td>Tecnológico de Monterrey, Mexico</td></tr></table>

## Program Committee

<table><tr><td>Federica Acerbi</td><td>Yevheniia Andriichenko</td></tr><tr><td>Lorenzo Agbomemewa</td><td>Oliver Antons</td></tr><tr><td>Natalie Cecilia Agerskans</td><td>Veronica Arioli</td></tr><tr><td>Carla Susana Agudelo Assuad</td><td>Doris Aschenbrenner</td></tr><tr><td>Alireza Ahmadi</td><td>Aylin Ates</td></tr><tr><td>Kartika Nur Alfina</td><td>Nestor Fabián Ayala</td></tr><tr><td>Erlend Alfnes</td><td>Jannicke Baalsrud Hauge</td></tr><tr><td>Farhad Ameri</td><td>Elena Beducci</td></tr><tr><td>Bjorn Andersen</td><td>Monica Bellgran</td></tr></table>
Frederique Biennier
Alessia Bilancia
Vlad Bocanet
Jos A. C. Bokhorst
Frank Börner
Magali Bosch-Mauchand
Hafida Bouloiz
Alexandros Bousdekis
Greta Braun
Gerald Bräunig
Jessica Bruch
Adauto Bueno
Lien Bui
Guillherme Hörner Bussolo
Mario Henrique Callefi
Davide Castellano
Perawit Charoenwut
Ferdinando Chiacchio
Steve Childe
Chiara Cimini
Beatrice Colombo
Jelena Crnobrnja
Catherine da Cunha
Patrick Dallasega
Mélanie Despeisse
Mario Di Nardo
Alexandre Dolgui
Heidi Dreyer
Milos Drobnjakovic
Malin Elvin
Adrodegari Federico
Jannick Fiedler
Daniel Fischer
Martin Folz
Florian Förster
Chiara Franciosi
Jana Frank
Susanne Franke
Stefano Frecassetti
Mike Freitag
Jan Frick
Paolo Gaiardelli
Mattia Galimberti
Maryam Gallab
Mosè Gallo
Fernando José Gómez Paredes

Clarissa A. González Chávez
Jon Gosling
Pierre Grzona
Christopher Gustafsson
Harumi Haraguchi
Stefanie Hatzl
Zhiliang He
Dominik Hertel
Jan Holmström
Djerdj Horvat
Ryuichiro Ishikawa
Dmitry Ivanov
Marina Ivanova
Niloofar Jafari
Tim Maximilian Jansen
Yongkuk Jeong
HongBae Jun
Toshiya Kaihara
Matthias Kalverkamp
Kai Kang
Ibrokhimjon Khamidov
Maria Kollberg Thomassen
Juhoantti Viktor Köpman
Alexandra Lagorio
Beñat Landeta
Nicolas Leberruyer
Jan-Peter Lechner
Liu Lei
Yee Yeng Liau
Ming Lim
Ma Lin
Francesco Lolli
Damien Lovato
Egon Lüftenegger
Sivanilza Teixeira Machado
Ugljesa Marjanovic
Larisa Markov
Melissa Marques-McEwan
Antonio Masi
Sandra Mattsson
Gokan May
Nayara Cardoso Medeiros
Khaled Medini
Kunruthai Meechang
Joan Gilberto Mendes dos Reis
Nicola Mercogliano
Hajime Mizuyama

Katharina Moitzi

Elias Montini

Eiji Morinaga

Francesco Moroni

Sobhan Mostafayi Darmian

Mohamed Naim

Torbjørn Netland

Phu Nguyen

Nariaki Nishino

Sang Do Noh

Tomomi Nonaka

Maniva Oliva

Margherita Pero

Claudia Piffari

Marta Pinzone

Fabiana Pirola

Daryl Powell

Vittaldas Prabhu

Hiran Harshana Prathapage

Anna Presciuttini

Moritz Quandt

Ricardo Rabelo

Slavko Rakic

Mario Rapaccini

R. M. Chandima Ratnayake

Daniel Resanovic

Ralph Riedel

David Romero

Anita Romsdal

Christoph Roser

Martin Rudberg

Tamas Ruppert

Roberto Sala

Omkar Salunkhe

Jan Salzwedel

Adriana Saraceni

Claudio Sassanelli

Mizuho Sato

Bennet Schulz

Daniel Seifert

Marcia Terra Silva

Katrin Singer-Coudoux

Dragana Slavic

Selver Softic

Per Solibakke

Endre Sølvsberg

Dongping Song

Kenn Steger-Jensen

Oliver Stoll

Jo Wessel Strandhagen

Shota Suginouchi

Yoshitaka Tanimizu

Takashi Tanizaki

Moreira Tavares

Klaus-Dieter Thoben

Peter Thorvald

Matthias Thürer

Rodrigo Carlo Toloi

Ivan Tomašević

Mario Tucci

Ioan Turcin

Ali Turkyilmaz

Hendrik Unger

Kenneth Vidskjold

Gregor von Cieminski

Sabine Waschull

Kasuni Vimasha Weerasinghe

Shaun West

Stefan Alexander Wiesner

Joakim Wikner

Philipp Wilsky

Heiner Winkler

Thorsten Wuest

Mohammed Yaqot

Mingze Yuan

Lara Popov Zambiasi

Matteo Zanchi

Anton Zitnikov

Anne Zouggar
# Contents – Part VI

## Modelling Supply Chain and Production Systems

Management of Measuring Equipment for Quality Assurance in Manufacturing Processes: A Decision-Making Support System
*Isabel Lopes, Cláudia Pires, and Tiago Alão* 3

Understanding Coopetition Dynamics in Manufacturing Value Networks: A System Dynamics Based Causal Loop Diagram (CLD) Modelling Approach
*Aziz Kemal Konyalioglu, Aylin Ates, Steve Paton, and Tuğçe Apağın* 19

De-politicised in Court: The Interaction of Democracy with Innovation Projects
*Atle M. Christiansen, Kenn Steger-Jensen, and Kenneth Vidsskjold* 34

Dynamic Dispatching of DDMRP Replenishment Orders
*Lucas Alves, Maha Benali, and Pierre Baptiste* 49

Assembly Line Design for Industrialized Electrolyser Production
*Sven-Vegard Buer and Lars Skjelstad* 65

Empirical Grounded Simulation Models for Make-To-Order (MTO) Supply Chains: An Application in the Furniture Industry
*Alexandra Lagorio, Giulio Mangano, Roberto Pinto, Carlo Rafele, and Giovanni Zenezini* 78

Modeling of Logistics Objectives at Rail-Road Inland Transshipment Terminals
*Volodymyr Alieksieiev, Rafat Beigpoor Shahriyar, Carlos Jahn, and Hermann Lödding* 92

## Resilience Management in Supply Chains

Forging Resilience Through Supply Chain Collaboration: Insights from the Chinese Automotive Industry
*Weiyuan Li, Ming K. Lim, and James Wilson* 111

Anticipating VUCA by Utilizing the Potential of Technological and Logistical Degrees of Freedom
*Julian B. Maier and Hans-Hermann Wiendahl* 123
Material Shortages Propagation: Using Network Science to Evaluate Inventory Efficacy. 138
*Michele Martignago, Martina Calzavara, and Daria Battini*

Digital Twin Concepts in Production and Services

A Digital Twin Framework for Flexible Manufacturing System. 155
*Mokhtar Nizar Sid-Lakhdar, Hichem Haddou Benderbal, and Mehdi Souier*

A Dynamic Fit-Out Scheduling Framework for Digital Twin-Enabled Modular Integrated Construction. 168
*Qiqi Chen, Jiyuchen Ding, Mingyue Sun, Zhiheng Zhao, and George Q. Huang*

Comparing Digital Twins and Virtual Engineering in Buyer Supplier Relationships for Complex Production Facilities. 180
*Luca Janecki, Oliver Antons, Daniel Reh, and Julia C. Arlinghaus*

Optimization

A Cost Effective Two-Step Exploration for Constrained Two-Dimensional Packing Problems. 197
*Hyeongoo Pyeon and SookYoung Son*

Energy Conscious Bi-objective Job Shop Scheduling: A New Formulation and Augmented -Constraint Method. 213
*S. Hocine Bouzegag and Saadettin Erhan Kesen*

Routing Heuristics for in-House Transportation in Assembly Systems. 229
*Ebenezer Olatunde Adenipekun, Veronique Limère, and Nico André Schmid*

A Flexible Job Shop Scheduling Problem Involving Reconfigurable Machine Tools Under Industry 5.0. 244
*Hessam Bakhshi-Khaniki, Reza Tavakkoli-Moghaddam, Zdenek Hanzalek, and Behdin Vahedi-Nouri*

Makespan Minimisation in Hybrid Flexible Flowshops with Buffers and Machine-Dependent Transportation Times. 258
*Stavros Vatikiotis, Ilias Mpourdakos, Dimitrios Papathanasiou, and Ioannis Mourtos*
Multi-depot Electric Vehicle Routing Problem with Half-Open Routes and Rotations: A Mathematical Formulation .................................................. 274
Hakan Erdeş and Saadettin Erhan Kesen

The Generalized One-to-One Pickup and Delivery Vehicle Routing Problem .................................................................................. 291
Nurşah Yilmaz and İsmail Karaoğlan

An AUGMECON2VIKOR Algorithm for a Multi-objective Model in a Sustainable Manufacturing System Under Reliable Constraints ................................. 307
Reza Shahabi-Shahmiri, Reza Tavakkoli-Moghaddam, Alexandre Dolgui, Mohammad Ghasemi, and Seyed-Ali Mirnezami

Additive Manufacturing

An Accessibility Assessment Algorithm for Support Structure Removal in Parts Produced by Powder Bed Fusion of Metal Using a Laser Beam ........................ 325
Leonie Pauline Pletzer-Zelgert, Lukas Unruh, Martin Iza-Mendez, and Johannes Henrich Schleifenbaum

Conceptualization of an Operational Capability Development Framework to Facilitate the Integration of Additive Manufacturing Based on a Use Case Perspective .................................................................................. 338
Christopher Gustafsson and Christer Nygren

Operations Management of Additive Manufacturing .................................................. 353
Siavash Haghighat Khajavi, Mika Salmi, and Jan Holmström

Advances in Production Management Systems

A Worker-Centric Order Release Method Based on Workload Control: An Assessment by Simulation .................................................. 381
Lin Ma, Mingze Yuan, Ting Qu, Lei Liu, Kai Zhang, Congdong Li, and Matthias Thürer

Understanding Part Complexity: A Novel Approach for the Identification of Complexity-Influencing Part Characteristics .................................................. 394
Greta Tjaden, Nick Große, and Anne Meyer

Covariance Structure Analysis of the Collaboration Between Local Enterprises and Local Governments for the Creation and Communication of Value in Local Brands .................................................................................. 410
Yu Fujii, Tomomi Nonaka, Fumihito Oura, and Seiko Shirasaka
<table><tr><td>Developing 3D Production Simulation Models in Industrial Production Systems</td><td>425</td></tr><tr><td>Akshay Goyal, Yuji Yamamoto, and Ioanna Aslanidou</td><td></td></tr><tr><td>From Product-Service Systems to Smart Product-Service Systems. A Survey About German Companies and Practical Implications</td><td>437</td></tr><tr><td>Christian Schiller, Mike Freitag, and Oliver Hämmerle</td><td></td></tr><tr><td>The Impact of Blockchain Implementations on Supply Chain Collaboration</td><td>449</td></tr><tr><td>Yutong Bai and Ming K. Lim</td><td></td></tr><tr><td>An Overview of Cloud-Based Services for Smart Production Plants</td><td>461</td></tr><tr><td>Auday Al-Dulaimy, Leo Hatvani, Moris Behnam, Anas Fattouh, and Koteshwar Chirumalla</td><td></td></tr><tr><td>Sustainability Evaluation of Electronic Components: A Case Study of a Swedish Temperature-sensing Solutions Manufacturer</td><td>476</td></tr><tr><td>Trupti Borade, Zuhara Zemke Chavez, and Emanuel Bengtsson</td><td></td></tr><tr><td>Developing a Robust Multi-objective Optimization Model for Reverse Logistics of Electric Vehicle Batteries</td><td>492</td></tr><tr><td>Roozbeh Yaghoubi, Aysan Mahboubi, Mina Kazemi Miyangaskary, and Samira Keivanpour</td><td></td></tr><tr><td>Construction Logistics Conceptualization: A Comprehensive Framework and Existing Challenges</td><td>508</td></tr><tr><td>Uyen Ngo, Erlend Alfnes, Fabio Sgarbossa, and Marco Semini</td><td></td></tr><tr><td>Integrated Dynamic Flexible Job Shop and AIV Scheduling: Deep Reinforcement Learning Approach Considering AIV Charging and Capacity Constraints</td><td>522</td></tr><tr><td>Arman Hosseini, Mohammad Feizabadi, and Zakaria Yahouni</td><td></td></tr><tr><td>Multi-project Scheduling Problem with Limited Preemption and Ordinary Feeding Precedence Relations</td><td>537</td></tr><tr><td>Ali Fradi and Maha Benali</td><td></td></tr><tr><td>Author Index</td><td>553</td></tr></table>