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Advances in Production Management Systems. Artificial Intelligence for Sustainable and Resilient Production Systems.
Alexandre Dolgui, Alain Bernard, David Lemoine, Gregor von Cieminski, David Romero
Front Matter

AI for Resilience in Global Supply Chain Networks in the Context of Pandemic Disruptions

Modelling COVID-19 Ripple Effect and Global Supply Chain Productivity Impacts Using a Reaction-Diffusion Time-Space SIS Model
Morteza Davari, Aseem Kinra, Davide La Torre, Xavier Brusset
A Vector Logistic Dynamical Approach to Epidemic Evolution on Interacting Social-Contact and Production-Capacity Graphs
Jan Bart Broekaert, Davide La Torre
Modeling Shock Propagation on Supply Chain Networks: A Stochastic Logistic-Type Approach
Cinzia Colapinto, Davide La Torre, Iside Rita Laganà, Danilo Liuzzi
Towards Explainable Artificial Intelligence (XAI) in Supply Chain Management: A Typology and Research Agenda
Godfrey Mugurusi, Pross Nagitta Oluka
Distribution of Vaccines During a Pandemic (Covid-19)
Vignesh Dhanapal, Subhash C. Sarin

Blockchain in the Operations and Supply Chain Management

Blockchain-Based Master Data Management in Supply Chains: A Design Science Study
Jacob Lohmer, Lasse Bohlen, Rainer Lasch
Blockchain for Product Authenticity in the Cannabis Supply Chain
Sven Januszek, Andreas Siegrist, Torbjørn H. Netland
A Blockchain-Based Manufacturing Service Composition Architecture for Trust Issues
Qianhang Lyu, Yunqing Rao, Jiawei Wang, Peng Qi
An Approach for Creating a Blockchain Platform for Labeling and Tracing Wines and Spirits
Sotiris P. Gayialis, Evripidis P. Kechagias, Grigorios D. Konstantakopoulos, Georgios A. Papadopoulos, Ilias P. Tatsiopoulos
Blockchain Design for Digital Supply Chain Integration
Kari Korpela, Petr Novotny, Alevtina Dubovitskay, Tomi Dahlberg, Mika Lammi, Jukka Hallikas

Data-Based Services as Key Enablers for Smart Products, Manufacturing and Assembly

Customer Order Scheduling in an Additive Manufacturing Environment
Benedikt Zipfel, Janis S. Neufeld, Udo Buscher
A Conceptual Reference Model for Smart Factory Production Data
Giulia Boniotti, Paola Cocca, Filippo Marciano, Alessandro Marini, Elena Stefana, Federico Vernuccio
Generating Synthetic Training Data for Assembly Processes
Johannes Dümmel, Valentin Kostik, Jan Oellerich
Data Acquisition for Energy Efficient Manufacturing: A Systematic Literature Review
Henry Ekwaro-Osire, Stefan Wiesner, Klaus-Dieter Thoben
Review of Factors Influencing Product-Service System Requirements Along the Life Cycle
Stefan Wiesner, Jannicke Baalsrud Hauge

Data-Driven Methods for Supply Chain Optimization

Data-Driven Solutions for the Newsvendor Problem: A Systematic Literature Review
Thais De Castro Moraes, Xue-Ming Yuan
An Information Sharing Framework for Supply Chain Networks: What, When, and How to Share
Eunji Lee, Stefan Minner
A robust data driven approach to supply planning.
Benoit Loger, Alexandre Dolgui, Fabien Lehuédé, Guillaume Massonnet
Responsible Manufacturing with Information Disclosure Under Regulatory Inspections
Yifan Cao, Bin Shen
Understanding Supply Chain Visibility Through Experts’ Perspective: A Delphi Based Approach
Tarun Kumar Agrawal, Ravi Kalaiarasan, Jan Olhager, Magnus Wiktorsson

Digital Twins Based on Systems Engineering and Semantic Modeling

STARdom: An Architecture for Trusted and Secure Human-Centered Manufacturing Systems
Jože M. Rožanec, Patrik Zajec, Klemen Kenda, Inna Novalija, Blaž Fortuna, Dunja Mladenić, Entso Veliou, Dimitrios Papamartzivanos, Thanassis Giannetsos, Sofia Anna Menesidou, Rubén Alonso, Nino Cauli, Diego Reforgiato Recupero, Dimosthenis Kyriazis, Georgios Sofianidis, Spyros Theodoropoulos, John Soldatos
Semantic Modeling Supports the Integration of Concept-Decision-Knowledge
Yili Jin, Jinzhi Lu, Guoxin Wang, Ru Wang, Kiritsis Dimitris
Model-Based Systems Engineering Supporting Integrated Modeling and Optimization of Radar Cabin Layout
Shiyan She, Jinzhi Lu, Guoxin Wang, Jie Ding, Zixiang Hu
Supporting Digital Twin Integration Using Semantic Modeling and High-Level Architecture
Han Li, Jinzhi Lu, Xiaochen Zheng, Guoxin Wang, Dimitris Kiritsis

Digital Twins in Companies First Developments and Future Challenges

The Advent of the Digital Twin: A Prospective in Healthcare in the Next Decade
Jorge Luis Rojas-Arce, Eduardo Cassiel Ortega-Maldonado
Reviewing the Application of Data Driven Digital Twins in Manufacturing Systems: A Business and Management Perspective
Ehsan Badakhshan, Peter Ball
Improving a Manufacturing Process using Recursive Artificial Intelligence
Jose Antonio Marmolejo-Saucedo, Roman Rodriguez-Aguilar, Uriel Perea, Manuel Garrido Vaqueiro, Regina Robredo Hernandez, Fernando Sanchez Ramirez, Ana Paula Martinez
Digital Twin in the Agri-Food Supply Chain: A Literature Review
Letizia Tebaldi, Giuseppe Vignali, Eleonora Bottani
A Digital Twin Implementation for Manufacturing Based on Open-Source Software and Standard Control Systems
Christian Dalheim Øien, Håkon Dahl, Sebastian Dransfeld

Human-Centered Artificial Intelligence in Smart Manufacturing for the Operator 4.0

Towards Active Learning Based Smart Assistant for Manufacturing
Patrik Zajec, Jože M. Rožanec, Inna Novalija, Blaž Fortuna, Dunja Mladenić, Klemen Kenda
Human-AI Collaboration in Quality Control with Augmented Manufacturing Analytics
Alexandros Bousdekis, Stefan Wellsandt, Enrica Bosani, Katerina Lepenioti, Dimitris Apostolou, Karl Hribernik, Gregoris Mentzas
Digital Platform and Operator 4.0 Services for Manufacturing Repurposing During COVID19
John Soldatos, Nikos Kefalakis, Georgios Makantasis, Angelo Marguglio, Oscar Lazaro
Anatomy of a Digital Assistant
Stefan Wellsandt, Karl Hribernik, Klaus-Dieter Thoben
Human in the AI Loop in Production Environments
C. Emmanouilidis, S. Waschull, J. Bokhorst, J. C. Wortmann

Operations Management in Engineer-to-Order Manufacturing

Value Stream Mapping for Knowledge Work: A Study from Project-Based Engineering-To-Order Organization
Daria Larsson, Arne Gildseth, R. Ratnayake
A Literature-Based Exploration of Servitization in Engineer-to-Order Companies
Antonio Masi, Margherita Pero, Nizar Abdelkafi
The Unexpected Consequences of the Covid 19 on Managing ETO Projects
Kristina Kjersem, Marte F. Giskeødegård
Requirements for Sales and Operations Planning in an Engineer-to-Order Manufacturing Environment
Swapnil Bhalla, Erlend Alfnes, Hans-Henrik Hvolby, Olumide Emmanuel Oluyisola
A Systematic Approach to Implementing Multi-sourcing Strategy in Engineer-to-Order Production
Deodat Mwesiumo, Bella B. Nujen, Nina Pereira Kvadsheim

Product and Asset Life Cycle Management for Smart and Sustainable Manufacturing Systems

A Holistic Approach to PLI in Smart Maintenance Towards Sustainable Manufacturing
Harald Rødseth, Endre Sølvsberg, Anna Steine, Per Schjølberg, Espen Henriksen-Polanscak
Sustainable maintenance performances and EN 15341:2019: An integration proposal
Chiara Franciosi, Irene Roda, Alexandre Voisin, Salvatore Miranda, Marco Macchi, Benoît Iung
System-Level Overall Equipment Effectiveness for Improving Asset Management Performance: A Case Study Application
Alberto Franzini, Adalberto Polenghi, Irene Roda, Marco Macchi
Semantic Interoperability and Sustainability an Industry 4.0 Product Life Cycle Issue
Yasamin Eslami, Sahand Ashouri, Mario Lezoche
The Concept of Sustainable Maintenance Criteria Assessment
Małgorzata Jasiulewicz-Kaczmarek, Katarzyna Antosz
Cost Projections for the Product Life Cycle at the Early Stages of Product Development
Marcin Relich, Grzegorz Bocewicz, Zbigniew Banaszak

Robotics Technologies for Control, Smart Manufacturing and Logistics

Redundancy Resolution in Kinematic Control of Serial Manipulators in Multi-Obstacle Environment
Wanda Zhao, Anatol Pashkevich, Damien Chablat
Automatic Drones for Factory Inspection: The Role of Virtual Simulation
Omid Maghazei, Torbjørn H. Netland, Dirk Frauenberger, Tobias Thalmann
Geometric Error Modeling and Sensitivity Analysis of a Laser Pipe-Cutting System Based on Lie Group and Sobol Method
Yuze Jiang, Wenyu Yang, Liang Qin, Tong Ding
Tensegrity Morphing: Machine Learning-Based Tensegrity Deformation Predictor for Traversing Cluttered Environments
Eduard Zalyaev, Sergei Savin
Seed-and-Prune Approach for Rapid Discovery of Tensegrity-Like Structures of the Desired Shape
Sergei Savin

Serious Games Analytics: Improving Games and Learning Support

Experiencing the Role of Cooperation and Competition in Operations and Supply Chain Management with a Multiplayer Serious Game
Matteo Galli, Davide Mezzogori, Davide Reverberi, Giovanni Romagnoli, Francesco Zammori
Towards a Serious Game on Data Sharing in Business Ecosystems
Ulriikka Järvihaavisto, Mikael Öhman, Riitta Smeds
Accessibility Considerations in the Design of Serious Games for Production and Logistics
Jannicke Baalsrud Hauge, Ioana Andreea Stefan, Niina Sallinen, Jakob A. H. Baalsrud Hauge

Smart and Sustainable Production and Supply Chains

Achieving Circular and Efficient Production Systems: Emerging Challenges from Industrial Cases
Mélanie Despeisse, Arpita Chari, Clarissa Alejandra González Chávez, Xiaoxia Chen, Björn Johansson, Víctor Igelmo Garcia, Anna Syberfeldt, Tarek Abdulfatah, Alexey Polukeev
Value Stream Mapping (VSM) to Evaluate and Visualize Interrelated Process-Chains Regarding Circular Economy
Jeff Mangers, Meysam Minoufekr, Peter Plapper
Research on a Preannounced Pricing Policy in a Two-Period Dual-Channel Supply Chain
Haijiao Li, Kuan Yang, Guoqing Zhang
Sustainable and Resilience Improvement Through the Design for Circular Digital Supply Chain
Abla Chaouni Benabdellah, Kamar Zekhnini, Anass Cherrafi
A Literature Review on Smart Technologies and Logistics
Xingwei Lu, Xianhao Xu, Yeming Gong
A Robust Optimization Model for a Community Healthcare Service Network Design Problem
Congke Wang, Yankui Liu, Jinfeng Li, Guoqing Yang
A Review of Explainable Artificial Intelligence
Kuo-Yi Lin, Yuguang Liu, Li Li, Runliang Dou
The Impact of the Number of Regulated Suppliers in Green Supply Chain Action on Financial Performance
Xuanchang Qi, Hanhui Hu
Digitalization for Resilience and Sustainability During the Covid-19 Pandemic: An Explorative Event Study
Seyoum Eshetu Birkie

Smart Methods and Techniques for Sustainable Supply Chain Management

Minimising Total Costs of a Two-Echelon Multi-Depot Capacitated Vehicle Routing Problem (2E-MD-CVRP) that Describes the Utilisation of the Amsterdam City Canal Network for Last Mile Parcel Delivery
Bartje Alewijnse, Alexander Hübl
Evaluating the Deployment of Collaborative Logistics Models for Local Delivery Services
Andrea Bari, Fabio Salassa, Maurizio Arnone, Tiziana Delmastro
Suppliers Selection Ontology for Viable Digital Supply Chain Performance
Kamar Zekhnini, Anass Cherrafi, Imane Bouhaddou, Abla Chaouni Benabdellah
Green Supply Chain Management: A Meta-analysis of Recent Reviews
Eleonora Bottani, Teresa Murino
Development of an Eco-efficiency Distribution Model: A Case Study of a Danish Wholesaler
Malte Herold Jeberg, Simon Hummelshøj Sloth, Janus Haslund Løgtved, Hans-Henrik Hvolby, Kenn Steger-Jensen

The New Digital Lean Manufacturing Paradigm

The Automation of Lean Practices: Digitalized or Digitally Wasted?
Jamila Alieva, Daryl Powell
Study of the Predictive Mechanism with Big Data-Driven Lean Manufacturing and Six Sigma Methodology
Hong Chen, Jiande Wu, Wei Zhang, Qing Guo, Huifeng Lu
Industry 4.0: Expectations, Impediments and Facilitators
Sergio Miele Ruggero, Nilza Santos, Antonio Carlos Estender, Marcia Silva
Implementation of Digital Tools for Lean Manufacturing: An Empirical Analysis
Bassel Kassem, Alberto Portioli Staudacher
Reflections from a Hybrid Approach Used to Develop a Specification of a Shopfloor Platform for Smart Manufacturing in an Engineered-to-Order SME
Yann Keiser, Shaun West, Simon Züst

The Role of Emerging Technologies in Disaster Relief Operations: Lessons from COVID-19

Shelter Location-Allocation Problem with Vulnerabilities of Network and Disruption of Shelter During the Response Phase of Disaster
Sweety Hansuwa, Usha Mohan, Viswanath Kumar Ganesan
Technologies Helping Smart Cities to Build Resilience: Focus on COVID-19
Helton Santos, Emerson Da Silva Santana, Robson Elias Bueno, Silvia Helena Bonilla
Key Success Factors for Supply Chain Sustainability in COVID-19 Pandemic: An ISM Approach
Surajit Bag, Peter Kilbourn, Noleen Pisa, Mihalis Giannakis


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