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APMS 2022: Gyeongju, South Korea
- Duck Young Kim

, Gregor von Cieminski
, David Romero
:
Advances in Production Management Systems. Smart Manufacturing and Logistics Systems: Turning Ideas into Action - IFIP WG 5.7 International Conference, APMS 2022, Gyeongju, South Korea, September 25-29, 2022, Proceedings, Part I. IFIP Advances in Information and Communication Technology 663, Springer 2022, ISBN 978-3-031-16406-4
AI and Data-Driven Production Management
- Hadid Wahedi, Kacper Wrona, Mads Heltoft, Sarkaft Saleh, Thomas Roum Knudsen, Ulrik Bendixen, Izabela Nielsen

, Subrata Saha
, Gregers Sandager Borup:
Improving Accuracy of Time Series Forecasting by Applying an ARIMA-ANN Hybrid Model. 3-10 - Na Hyeon Yu

, Sujeong Baek
:
Fault Detection in Automatic Manufacturing Processes via 2D Image Analysis Using a Combined CNN-LSTM Model. 11-18 - Mattheos Fikardos

, Katerina Lepenioti
, Alexandros Bousdekis
, Enrica Bosani, Dimitris Apostolou
, Gregoris Mentzas
:
An Automated Machine Learning Framework for Predictive Analytics in Quality Control. 19-26 - Tim Andersson, Markus Bohlin, Tomas Olsson, Mats Ahlskog:

Comparison of Machine Learning's- and Humans'- Ability to Consistently Classify Anomalies in Cylinder Locks. 27-34 - Jörg Brünnhäußer, Pascal Lünnemann, Ursina Bisang, Ruslan Novikov, Florian Flachmeier, Mario Wolff:

Geometric Design Process Automation with Artificial Intelligence. 35-42 - Günther Schuh, Max-Ferdinand Stroh, Justus Benning:

Case-Study-Based Requirements Analysis of Manufacturing Companies for Auto-ML Solutions. 43-50 - Heiner Winkler, Felix Franke, Susanne Franke, Ralph Riedel:

Optimization of Production Processes in SMEs: Practical Methodology for the Acquisition of Process Information. 51-59 - Jeongwon Park

, Permata Vallentino Eko Joatiko, Chiwoo Park, Soondo Hong:
Average Flow Time Estimation and Its Application for Storage Relocation in an Order Picking System. 60-66
Smart Manufacturing and Industry 4.0
- Takeshi Kurata

, Munenori Harada, Katsuko T. Nakahira, Takashi Maehata, Yoshinori Ito, Hideki Aso:
Analyzing Operations on a Manufacturing Line Using Geospatial Intelligence Technologies. 69-76 - Gilberto Francisco de Oliveira

, Rodrigo Franco Gonçalves
, Fernando José Barbin Laurindo
:
Strategic Alignment and Industry 4.0: An Exploratory Study with Eleven Companies. 77-84 - Sergio Miele Ruggero

, Nilza Aparecida dos Santos
, Márcia Terra da Silva
:
Industry 4.0: A Case Study on Strategy and Innovation in a Brazilian Auto Parts Company. 85-92 - Nilza Aparecida dos Santos

, Sergio Miele Ruggero
, Márcia Terra da Silva
:
Industry 4.0 and Supply Chain Integration: A Case Study in an Auto Parts Company in Brazil. 93-100 - Simon Piontek

, Hermann Lödding:
User-Centric Digital Assistance with Smart Tools for Manual Assembly Processes. 101-109 - Günther Schuh

, Andreas Gützlaff
, Judith Fulterer
, Annkristin Hermann
:
Building Digital Shadows for Production Control. 110-117 - Kristian Ericsson

, Seyoum Eshetu Birkie, Monica Bellgran:
Does Industry 4.0 Matter to Automotive SME Suppliers? The Role of Advanced Digital Technologies in the Strategic Work of Firms in the Swedish Automotive Valley. 118-125 - Dimitris Mourtzis

, John Angelopoulos
, Angelos Nektarios Arvanitis, Nikos Panopoulos
:
Automating Quality Control Based on Machine Vision Towards Automotive 4.0. 126-134 - Stephan Bollinger, Volker Stich, Lennard Holst, Florian Defèr, Florian Schuldt

:
Evaluation of Potential Benefits of Augmented Reality for Industrial Services. 135-144 - Leandro Nunes da Silva

, Rodrigo Franco Gonçalves
:
Lean Digital Twins in Production Machines: Case Study in Pharmaceutical Industry. 145-151 - Martha Orellano

, Rachel Campos Sabioni
, Adriana Pacheco
:
Reconfigurable Manufacturing Systems from a Sustainability Perspective: A Systematic Literature Review. 152-159 - Wan Ri Ho

, Omid Maghazei
, Torbjørn H. Netland
:
Manufacturing Repurposing: A Literature Review. 160-172 - Adriana Saraceni

, Rozali Oleko, Lisi Guan, Adarsh Bagaria, Lieven Quintens:
Autonomization and Digitalization: Index of Last Mile 4.0 Inclusive Transition. 173-182 - Kay Burow

, Patrick Klein
, Klaus-Dieter Thoben
:
An Approach to Digitalising the Manufacturing Steps of Large-Scale Components by Using an Industrial Pilot Case. 183-189 - Amita Singh

, Erik Flores-Garcia
, Yongkuk Jeong
, Magnus Wiktorsson
:
A Rubric for Implementing Explainable AI in Production Logistics. 190-197 - Ferdinand Deitermann

, Lukas Budde
, Thomas Friedli
, Roman Hänggi
:
A Procedural Method to Build Decision Support Systems for Effective Interventions in Manufacturing - A Predictive Maintenance Example from the Spring Industry. 198-209 - Abdelaziz Ouazzani-Chahidi, Jose-Fernando Jimenez

, Lamia Berrah, Abdellatif Loukili:
Towards an Inclusion of a PMS-Based Mechanism for Cyber-Physical Production Systems. 210-218 - Yebon Lee

, Sujeong Baek
:
Multiple Operational Status Classification Based on One-Versus-One SVM in FDM 3D Printer. 219-226 - Kyudong Kim

, Kijung Park
, Hyun Woo Jeon
:
The Impact of Design Complexity on Additive Manufacturing Performance. 227-234 - Shota Suginouchi

, Kazuki Honda, Tomoya Hattori, Takahiro Sakai, Hajime Mizuyama
:
Relaxing RGV Scheduling Problem for Approximate Assessment of Transportation Rate. 235-243 - Snehal Desavale, Farhad Ameri, Luis Trueba

, Ogoma Igveh:
Direct Part Marking (DPM) Supported by Additively Manufactured Tags to Improve the Traceability of Castings. 244-251 - Julien Bechtold, Christophe Danjou, Walid Jomaa:

Development of a STEP-NC - Enabled Interoperable and Open Architecture CNC Controller. 252-259 - Luis Basto

, Isabel Lopes
, Cláudia Pires:
Risk Analysis in Manufacturing Processes: An Integrated Approach Using the FMEA Method. 260-266 - Jungyoon Moon

, Kijung Park
, Sang-in Park
:
Intelligent Warping Detection for Fused Filament Fabrication of a Metal-Polymer Composite Filament. 267-273 - Heena Noh

, Kijung Park
, Gül E. Kremer:
A Two-Phased Approach to Energy Consumption Prediction for Fused Filament Fabrication of CFR-PEEK. 274-281
Simulation and Model-Driven Production Management
- Bonggwon Kang, Bosung Kim, Soondo Hong:

Sequential Optimization of a Temporary Storage Location for Cooperative Twin Overhead Shuttles in a Rail-Based Automated Container Terminal. 285-292 - Christopher Mundt

, Eilis Bernadette Beck, Hermann Lödding:
Determining Due Dates for Rush Orders - A Simple and Effective Order Acceptance Procedure. 293-301 - Daniel Omidvarkarjan, Robin Streuli, Omid Maghazei

, Torbjørn H. Netland, Mirko Meboldt:
Combining Agile Hardware Development with Additive Manufacturing: Implications for a Manufacturing Firm's Business Model. 302-309 - Thao Huong Tran-Vo

, Thuy Mo Nguyen, Soondo Hong:
Effects of Multiple Depots on Total Travel Distance in Parallel-Aisle Manual Order Picking Systems. 310-318
Service Systems Design, Engineering and Management
- Greta Tjaden

, Anne Meyer
, Alexandru Rinciog
:
Towards Adaptable Customer Segments and Reference Geometries. 321-328 - Mike Freitag

, Oliver Hämmerle:
Digitalization of Services for Volunteers in Non-profit Organization. 329-334 - Christian Schiller, Mike Freitag

, Alexander Leiden
, Christoph Herrmann
, Alexander Gorovoj
, Patric Hering, Sascha Hering:
Reference Model for Product-Service Systems with an Use Case from the Plating Industry. 335-342 - Davide Gamba

, Tommaso Minola
, Matteo Kalchschmidt
, Federico Adrodegari
:
How Does Manufacturing Strategy Contribute to Servitization Orientation? The Moderating Effect of Firm Size. 343-351 - Daniel Laurentino de Jesus Xavier

, João Gilberto Mendes dos Reis
:
Effects of Importer Country's GDP in Brazilian Agriculture Exports: Chicken Meat, Coffee, Maize, Soybean and Soybean Cake. 352-357
Industrial Digital Transformation
- Ulriikka Järvihaavisto, Mikael Öhman:

Building Trust in Business Ecosystems: The Interplay of Technology and Community in Governing Data Sharing. 361-369 - Christopher Gustafsson

, Anna Sannö
, Jessica Bruch
, Koteshwar Chirumalla
:
Exploring Challenges in the Integration of Additive Manufacturing. 370-379 - Milena Savkovic

, Danijela Ciric Lalic
, Bojan Lalic
, Maja Miloradov
, Jelena Curcic
, Nenad Simeunovic
:
Agile and Digital Transformation in Manufacturing: A Bibliometric Review, Current Research Trends and Future Avenue. 380-388
Sustainable Production Management
- Foivos Psarommatis

, Gökan May
:
Achieving Global Sustainability Through Sustainable Product Life Cycle. 391-398 - Filip Skärin

, Carin Rösiö
, Ann-Louise Andersen
:
Circularity Practices in Manufacturing - A Study of the 20 Largest Manufacturing Companies in Sweden. 399-407 - Beatrice Colombo

, Albachiara Boffelli
, Paolo Gaiardelli
, Matteo Kalchschmidt
, Alice Madonna
, Tommaso Sangalli:
A Multiple Case Study on Collaboration for a Circular Economy: A Focus on the Italian Textile Supply Chain. 408-415 - Lennart Hingst, Peter Nyhuis:

Controlling Product Variance in a Factory Through the Evaluation of the Factory Life Cycle. 416-423 - Bjørnar Henriksen, Carl Christian Røstad

, Maria Kollberg Thomassen:
Industry 5.0 - Making It Happen in the Agri Industry. The Core Product Service Platform. 424-431 - Ludovica Maria Oliveri

, Ferdinando Chiacchio, Diego D'Urso, Agata Matarazzo
, Laura Cutaia
, Antonella Luciano
:
Circular Economy and Industrial Symbiosis in Sicily. 432-439 - Daniel Schneider

, Susanne Vernim
, Thomas Enck, Gunther Reinhart:
Approach Towards Sustainability Modelling and Sustainability Risk Assessment in Manufacturing Systems. 440-447 - Md. Rabiul Hasan

, Thorsten Wuest
:
A Review of Sustainable Composites Supply Chains. 448-455
Digital Supply Networks
- Mitali Sarkar

, Biswajit Sarkar
, Alexandre Dolgui
:
An Automated Smart Production with System Reliability Under a Leader-Follower Strategy of Supply Chain Management. 459-467 - Young-Bin Woo

, Ilkyeong Moon
:
Bilevel Programming for Reducing Peak Demand of a Microgrid System. 468-476 - Sotiris P. Gayialis

, Evripidis P. Kechagias
, Georgios A. Papadopoulos
, Elias Kanakis:
A Smart-Contract Enabled Blockchain Traceability System Against Wine Supply Chain Counterfeiting. 477-484 - Kyungduk Moon

, Myungho Lee
, Kangbok Lee
:
Rescheduling Problem for Heavy Cargo Logistics with Transporters. 485-493 - Tammo Heuer, Vanessa Teuber, Peter Nyhuis:

Monetary Evaluation of Logistical Performance. 494-501 - Kristine Joy Dy, Jessica Olivares Aguila

, Alejandro Vital-Soto
:
A Survey of Digital Supply Chain Twins' Implementations. 502-509 - Sweety Hansuwa, Usha Mohan

, Viswanath Kumar Ganesan:
Multi-period Shelter Location-Allocation Problem with Network and Location Vulnerabilities for the Response Phase of Disaster Management. 510-517 - Alexander Mütze

, Simon Hillnhagen
, Matthias Schmidt
, Peter Nyhuis
:
Modelling Interdependencies Within Production Planning and Control: An Application-Motivated Approach. 518-525 - Natalia Iakymenko, Gunrid Kjellmark, Daryl Powell, Eivind Reke:

Measuring Impacts of Information Sharing on Perishable Product Supply Chain Performance. 526-533 - Hajar Hilali

, Yves Dallery, Zied Jemaï
, Evren Sahin
:
A Decision Support Tool to Assess the Probability of Meeting Customer Deadlines. 534-542 - Subrata Saha

, Izabela Ewa Nielsen
, Ilkyeong Moon:
Supply Chain Model for Product Repulsion. 543-549
Urban Mobility and City Logistics
- Helton Almeida dos Santos

, Pedro Luiz de Oliveira Costa Neto
, Robson Elias Bueno
, Emerson da Silva Santana
, Moacir de Junior Freitas
:
Smart Cities and Sustainable Development to Relate to the SDG - Review. 553-562 - Hélcio Raymundo

, João Gilberto Mendes dos Reis
:
Fads and Misleading Concepts Are Influencing Urban Mobility and City Logistics? 563-573 - Sivanilza Teixeira Machado

, João Gilberto Mendes dos Reis
:
Fatal Traffic Accidents in São Paulo State, Brazil: Social Characteristics and Social Distance Effects. 574-581 - Izolina Margarida Souza

, Alexandre Formigoni
, Silvia Pierre Irazusta
, Ana Paula Paglione Aniceto
, Lucas Santos de Queiroz
, Eliane Antonio Simões
, Rosinei Batista Ribeiro
, José Wilson Jesus Silva
, Fabricio José Piacente
:
Urban Traffic and Pollution in the Metropolitan Region of São Paulo (MRSP): Active Transportation as a Mitigation Measure. 582-592 - Gabriel Santos Rodrigues

, João Gilberto Mendes dos Reis
, Sivanilza Teixeira Machado
:
Comparing Urban Transportation Services in São Paulo, Brazil. A Decision Making Model Using AHP. 593-600 - João Gilberto Mendes dos Reis

, Gabriel Santos Rodrigues
, Sivanilza Teixeira Machado
:
Urban Mobility in Brazil: An Comparison Overview in Thirteen State Capitals. 601-608

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