| Vol-4167 urn:nbn:de:0074-4167-x Copyright © 2024 for the individual papers by the papers' authors. Copyright © 2024 for the volume as a collection by its editors. This volume and its papers are published under the Creative Commons License Attribution 4.0 International (CC BY 4.0).

# I-ESA-WS 2024
Interoperability for Enterprise Systems and Applications Workshops 2024

## Joint Proceedings of the Interoperability for Enterprise Systems and Applications Workshops (I-ESA-WS 2024)
co-located with the 12th International Conference on Interoperability for Enterprise Systems and Applications (I-ESA 2024)

## Chania, Crete, Greece, April 10–12, 2024.

Edited by

### Georgia Apostolou *
Ilias Gialampoukidis *
Stefanos Vrochidis *
Athina Tsanousa *
Karl A. Hribernik **
Filippo Ciaparica ***
Giulio Marcucci ***
Raul Poler ****
Yves Ducq *****

* Centre for Research and Technology Hellas, Information Technologies Institute, Thessaloniki, Greece
** Bremer Institut für Produktion und Logistik GmbH, Bremen, Germany
*** Università Politecnica delle Marche, Ancona, Italy
**** Universidad Politècnica de València, Valencia, Spain
***** University of Bordeaux, Bordeaux, France

## Table of Contents

- Preface
  Summary: There were 57 papers submitted for peer-review to this workshop. Out of these, 55 short papers were accepted for this volume.

### WS1: Smart grading, handling, and packaging solutions for soft and deformable products in agile and reconfigurable lines (AGILEHAND)

- Advancing robotic agility and efficiency: Architectural innovations in the AGILEHAND project
  Giovanni Mazzuto, Filippo Emanuele Ciarapica, Jan Hendrik Hellmich, Laura Moya-Ruiz, Francisco Fraile Gil
- Strategies for workers’ skills development and engagement: the AGILEHAND project solutions’ developers point of view
  Filippo E. Ciarapica, Giulio Marcucci, Laura Lucantoni, Lodovico Basilici Menini
- Analysis of workers’ risks associated with AI and robotic systems: the AGILEHAND project solutions’ developers point of view
  Filippo E. Ciarapica, Giulio Marcucci, Laura Lucantoni, Lodovico Basilici Menini
- Optimizing Production Lines for Soft and Deformable Products with Agile and Flexible Reconfigurable System
  Giovanni Mazzuto, Filippo Emanuele Ciarapica, Jan Hendrik Hellmich, Laura Moya-Ruiz, Francisco Fraile Gil
- Orange quality grading with deep learning
  Mohamed Lamine Mekhalfi, Paul Chippendale, Francisco Fraile, Marcos Rico

### WS2: Enhancing Enterprise Interoperability through Human-Centered Collaborative Robotics (AI-PRISM)

- Barriers and challenges for AI and HRC integration
  Josep Rueda, Gorka Sorrosal, Gerardo Minella, Tomasz Kołcon, Perin Ünal, Panagiotis Vlacheas, Sharath Chandra Akkaladevi
- Empowering Social Sustainability Through Human centered HRC
  Joan Lario, Francisco Fraile, Iveta Eimontaite, Sarah Fletcher
- Enabling Seamless HRC Integration: The AI-PRISM Reference Architecture
  Miguel A. Mateo-Casalí, Josep Rueda, Samuel Olaiya Afolaranmi, Jose Luis Martinez Lastra, Davide Boscaini, Laura Moya-Ruiz, Francisco Fraile

### WS3: AI Driven Industrial Equipment Product Life Cycle (AIDEAS)

- Concept for interoperable digital twins for wind turbines based on a digital thread
  Jan-Frederik Uhlenkamp, Marco Franke, Karl Hri-bernik, Klaus-Dieter Thoben, Md al Mamun
- AI-based Solutions for Optimising Industrial Equipment Manufacturing
  Samuel Olaiya Afolaranmi, Mateo Del Gallo, Filippo Emanuele Ciarapica, Gerardo Minella, Joan Escamilla Fuster, Pedro Alfaro Fernandez, Grigorios Tzionis, Jose Luis Martinez Lastra
- A Reference Architecture for AI-Driven Industrial Equipment Life Cycle Boosting Agility, Sustainability and Resilience
  Miguel A. Mateo-Casalí, José Ferreira, Jorge Calado, Samuel Olaiya Afolaranmi, Jose Luis Martinez Lastra, Grigorios Tzionis, Georgia Apostolou, Alejandro Cosa-Liñán, Joan Escamilla Fuster, Raul Poler
- Manufacturing and AI – Industrial Machine Data Generation and Artificial Optimisation
  Marius Dörner, Alexander Schulz, Félix Martínez, Damjan Murn, Dragan Radolović, Miguel A. Mateo-Casalí, Raul Poler
- AI-based solutions for Industrial Equipment Use
  Ana Gómez González, Rafael Espadas, Ignacio Trojaola, Ane Blázquez, José Ferreira, Jorge Calado, Dejan Štepec, Dragan Radolović, Juan-Carlos Perez-Cortes, Nicolás García Sastre
- Advanced technologies for the Repair, Reuse, and Recycling of industrial equipment
  Ilaria Pietrangeli, Giovanni Mazzuto, Filippo Emanuele Ciarapica, Jone Uribetxebarria, Ana Gómez González, Grigorios Tzionis

### WS4: Methodologies, standards, and technologies driving manufacturing towards the Green Deal (CLARUS)

- A methodology to integrate Artificial Intelligence with energy and water Management Systems to improve sustainability
  Ángel Ortiz, Miguel Ángel Gil, Francisco Fraile
- The Ethical Strategy, Challenges and Requirements relevant to the data-driven and AI-empowered CLARUS platform towards the Green Transition in the food industry
  Marina Da Bormida in Cugurra, Mohamed H. Sharkawy
- CLARUS MLOps: Boosting Collaboration in Manufacturing Data Value Chains
  Aitor Agirre, Ana Adell, Blanca Kremer, Francisco Fraile
- A Comparative Analysis of AI Models for Transit Time Prediction in Transportation Systems
  Tuan Vu, Ali Jedari Heidarzadeh, Seyedamir Ahmadi, Wael M. Mohammed, Mika Tuomola, Jose Luis Martinez Lastra
- Data Sharing and Data Spaces: opening new business opportunities
  Elisa Rossi, Antonio Caruso, Mariarosaria Russo, Gert Breitfuss, Roberto Rocca
- Development of the Green Deal Performance Assessment Methodology (GDPA) for food manufacturing
  Roberto Rocca, Elisa Amodeo, Gabriella Monteleone, Mohamed H. Sharkawy

### WS5: Interoperability challenges and research directives for Digital Product Passport (DPP)

- Automatic data transformation from specific business information system to DPP
  Marija Jankovic, Alexandros Nizamis, Dimosthenis Ioannidis, Konstantinos Votis, Dimitrios Tzovaras
- Interoperability Challenges of a Digital Product Passport System
  Patrick Gering, Thomas Knothe
- Architecture for a Digital Product Passport System based on the Ecodesign for Sustainable Products Regulation and the corresponding Standardisation Request
  Patrick Gering, Thomas Knothe, Gernot Böge, Jason Fox, Coenraad van Deventer, Niko D’Agostino
- Challenges and questions for enterprise modelling supporting DPP
  Frank-Walter Jaekel, Patrick Gering

### WS6: Enhanced Factory for Extraterrestrial Space Technology Operations (EFESTO)

- Definition of a Space Factory through MBSE
  Serena Brizio, Riccardo Cambertoni, Elia Sindoni, Lucia Grizzaffi, Brendan P. Sullivan
- Mapping the unseen: exploring in-space manufacturing and designing a research path for supply chain methodological advancements
  Silvia Colabianchi, Francesco Costantino, Idiano D’Adamo, Fabio Nonino
- Factory in Space – Constraints of Manufacturing in Low Earth Orbit
  Farouk Abdulhamid, Brendan P. Sullivan, Claudio Sassanelli, Sergio Terzi
- The Electro-Thermal Budget of a Factory in Orbit
  Francesco Lucchini, Riccardo Torchio, Michele Forzan, Fabrizio Dughiero
- Optimizing Debris Recycling for in-Space Manufacturing and Logistics: A Conceptual Model
  Paolo Carabaggio, Mignioni
- Model-Based Conceptual Design of an In-Space Manufacturing System (ISM)
  Brendan P. Sullivan, Claudio Sassanelli, Serena Brizio, Farouk Abdulhamid, Elia Sindoni, Lucia Grizzaffi, Riccardo Cambertoni, Sergio Terzi
- Space debris management as trigger for data-driven, servitized, and circular in-space manufacturing in low Earth orbit
  Claudio Sassanelli, Angioletta R. Catalano, Paolo C. Priarone, Luca Settineri, Brendan P. Sullivan, Salvatore Digiesi, Sergio Terzi

### WS7: Industrial Data Services for Quality Control in Smart Manufacturing (i4Q)

- Achieving AI Trustworthiness in Industry – a Policy Perspective
  Polina Petrova, Denitsa Kozhuharova, Jan Mayer
- Smart Process Qualification in Injection Moulding: An Industrial Case Study
  Diego Silveira, Sevde Büşra Bayrak, Yavuz Emre Yağcı, Jan Mayer
- Smart Quality in CNC Machining
  Angelo Rizzi, Spyridon Paraschos, Miguel Á. Mateo-Casalí, Diego Silveira
- AI for Smart Manufacturing: i4Q Solutions for the management of White Goods Industry Data
  Stefania Baldassarre, Manfredi Giuseppe Pistone, Walter Domenico Vergara, Cinzia Rubattino, Spyridon Paraschos, Athina Tsanousa
- Optimizing End-of-Line Product Testing through AI: A Case Study
  Athina Tsanousa, Evangelos Bektsis, Ilias Gialampoukidis, Stefanos Vrochidis, Ioannis Kompatsiaris
- Transforming Quality Control in Manufacturing: An In-Depth Exploration of i4Q Solutions in the FACTOR Pilot Project
  Miguel A. Mateo-Casalí, Pablo Rocamora, Alfredo Giménez, Ana Gómez González, Héctor Martín, Benjamin Mandler, Arcadio Garcia, Raul Poler

### WS8: Innovations in Manufacturing: Integrating AI, IoT, and Data-Driven Strategies fostering Climate Neutrality and Sustainability (IiM)

- Usage Models for Smart Grading, Handling and Packaging Solutions in Agile and Reconfigurable Lines
  Mansoor Ahmed, Ruben Costa, Rui Branco, José Ferreira, Francisco Fraile, Filippo Ciarapica
- Integrating Explainability-by-Design for Transparent and Efficient AI in Manufacturing
  Andrea Capaccioli, Carlos Agostinho, Veronica Antonello, Fenareti Lampathaki, Michele Sesana
- Industry 4.0-driven Final Quality Causal Analysis and Prediction from Raw Matter Characteristics
  Amin Khodamoradi, Paulo Figueiras, Luis Lourenço, André Grilo, Bruno Rêga, Ruben Costa, Ricardo Jardim-Gonçalves
- Resilient Smart Connected Factory 4.0 Process Engineering – A RE4DY use-case approach
  Luis Lourenço, Ruben Costa, Paulo Figueiras, Diogo Graça, Oscar Lazaro, Ricardo Gonçalves
- An Explainable & Secure Artificial Intelligence platform for the manufacturing industry – Applications & lessons learnt
  Konstantinos Perakis, Silvia Rodriguez, Fenareti Lampathaki

### WS9: Modelling and Transitioning Industry To Climate Neutrality and Sustainability (CNS)

- Digital Platforms: Novel Business Model as one-stop-shops for cross-sector collaboration
  Hezam Haidar, Jan-Frederik Uhlenkamp, Guy Doumeingts, Moritz von Stietencron, José Ferreira
- Blockchain technology: Contribution to improved transaction management
  Mor Diop, Said Tazi, Yves Ducq

### WS10: Zero Defects Zero Waste strategies based on non-destructive inspection technologies (ZDZW)

- AI-based optical inspection solutions for glass containers improving defect detection and reducing false positives
  Alessandro Liani, Mattia Di Giusto, Mauro Fabrizioli, Gianni Valle
- Comparative Analysis of 2D and 3D Visual Inspection Techniques for Precision Quality Assessment in Coffee Capsules
  Pau Garrigues Carbó, Mauro Fabrizioli, Javier Pérez Soler, Miguel Sanchis Hernández, Alessandro Liani, Juan-Carlos Perez-Cortes
- Deployment of AI technologies in Wind Energy Industry Sector
  Javier Mateos, N. P. García-de-la-Puente, Eric López, Joan Lario
- AI and Digital Twin Driven Closed-Loop Thermal Inspection
  Samet Ayçiçek, Doğa Çelme, Tuncay Demirtaş, Erman Ekşi, Sibel Malkoş, Büryan Turan, Erhan Turan
- Deployment Key Performance Indicators for Sustainable Manufacturing
  Joan Lario, Javier Mateos, Sena Karadag, Shashank Goyal
- Inter-platform Interoperability for Zero Defects Platforms – API Gateway
  Marc Dorchain, Jonas Schmitt, Klotilda Muca
- Optimizing extrusion processing of Al-Mg-Si alloys by machine learning
  Wolfram Walenta, Johannes A. Österreicher, Dragan Živanović, Stefan Maimone, Florian Ehmeier, Milomir Mikulovic, Georg Kunschert, Daniela Kirchberger
- MID-INFRARED (MIR) OCT-based inspection in industry
  N. P. García-de-la-Puente, Rocío del Amor, Fernando García-Torres, Niels Møller Israelsen, Coraline Lapre, Christian Rosenberg Petersen, Ole Bang, Dominik Brouczek, Martin Schwentenwein, Kevin Neumann, Valery Naranjo
- Towards Zero Defects Manufacturing: Metrological Automatic Recognition of Elementary Functional Geometries
  Carlos A. Costa, António C. Monteiro, João Pedro Mendonça

### WS11: Intelligent Material Design: Harnessing AI for Next-Generation Interoperable Manufacturing (IMD)

- Advancing Materials Property Prediction: A Comparative Study of Graph Neural Network Models
  Ioannis Papadimitriou, Ilias Gialampoukidis, Stefanos Vrochidis, Yiannis Kompatsiaris
- Digital Tools for Modeling and Simulation of Glass Forming Process
  Jaume Sempere Torregrosa, Harrison de la Rosa-Ramírez, Juan López-Martínez, Javier Gomez, Jesus Oroya Villalta, Santiago Ferrándiz Bou

2026-01-26: submitted by Georgia Apostolou, metadata incl. bibliographic data published under Creative Commons CC0
2026-02-10: published on CEUR Workshop Proceedings (CEUR-WS.org, ISSN 1613-0073) |valid HTML5|