AI Driven industrial Equipment product life cycle boosting Agility, Sustainability and resilience

Informations projet

AIDEAS

N° de convention de subvention: 101057294

DOI

10.3030/101057294

Projet clôturé

Date de signature de la CE 24 Mai 2022

Date de début 1 Octobre 2022

Date de fin 30 Septembre 2025

Financé au titre de

• Digital, Industry and Space

Coût total

€ 6 610 338,75

Contribution de l’UE

€ 5 999 694,00

Coordonné par

ETHNIKO KENTRO EREVNAS KAI TECHNOLOGIKIS ANAPTYXIS
Greece

CORDIS fournit des liens vers les livrables publics et les publications des projets HORIZON.

Les liens vers les livrables et les publications des projets du 7e PC, ainsi que les liens vers certains types de résultats spécifiques tels que les jeux de données et les logiciels, sont récupérés dynamiquement sur OpenAIRE .

Livrables

Other (4)

AIDEAS Industrial Equipment Use Suite v1
AIDEAS Industrial Equipment Manufacturing Suite v1
AIDEAS Industrial Equipment Repair-Reuse-Recycle Suite v1
AIDEAS Industrial Equipment Design Suite v1

Documents, reports (4)

Key Exploitable Results, IPR, Business Model Canvas

Key Exploitable Results IPR Business Model Canvas

AIDEAS Viewpoints v2
AIDEAS Reference Architecture & AIDEAS Viewpoints v1

AIDEAS Reference Architecture AIDEAS Viewpoints v1

Project Vision Guide

Websites, patent fillings, videos etc. (1)

Dissemination, Communication and Community Building & Standardisation v1

Dissemination Communication and Community Building Standardisation v1

Publications

Conference proceedings (43)

Advanced technologies for the Repair, Reuse, and Recycling of industrial equipment

Auteurs: Ilaria Pietrangeli, Giovanni Mazzuto, Filippo Emanuele Ciarapica, Jone Uribetxebarria, Ana Gómez González, Grigorios Tzionis
Publié dans: 2024
Éditeur: Zenodo
DOI: 10.5281/ZENODO.17303630

AI tools for conditioning evaluation and anomaly detection

Auteurs: Gómez, Ana; Espadas, Rafael; Zubizarreta, Ainhoa; Leturiondo, Urko
Publié dans: 2024
Éditeur: Zenodo
DOI: 10.5281/ZENODO.12644664

Comparative Analysis of Feature Importance in Machine Learning Models for Predictive Maintenance

Auteurs: Grigorios Tzionis, Myrsini Ntemi, Ilias Gialampoukidis, Stefanos Vrochidis, Ioannis Kompatsiaris, Maro Vlachopoulou
Publié dans: Proceedings of the I-ESA Conferences, Enterprise Interoperability XI, 2025
Éditeur: Springer Nature Switzerland
DOI: 10.1007/978-3-031-93995-2_3

Artificial Intelligence to Support Collaboration in the Industrial Equipment Life Cycle

Auteurs: B. Andres, M. A. Mateo-Casali, J. P. Fiesco, Raúl Poler
Publié dans: IFIP Advances in Information and Communication Technology, Collaborative Networks in Digitalization and Society 5.0, 2023
Éditeur: Springer Nature Switzerland
DOI: 10.1007/978-3-031-42622-3_50

AI Applications in the Configuration and Calibration of Industrial Machines

Auteurs: Jorge S. Calado, José Ferreira, João Pedro Mendonça, Ricardo Jardim-Gonçalves
Publié dans: 2024 IEEE International Conference on Engineering, Technology, and Innovation (ICE/ITMC), 2024
Éditeur: IEEE
DOI: 10.1109/ICE/ITMC61926.2024.10794282

Implementation of Technological Solutions to Improve the Natural Stone-Cutting Process

Auteurs: José Ferreira, João Pedro Mendonça, Jorge S. Calado, Ricardo Jardim-Gonçalves
Publié dans: Proceedings of the I-ESA Conferences, Enterprise Interoperability XI, 2025
Éditeur: Springer Nature Switzerland
DOI: 10.1007/978-3-031-93995-2_9

Systematic Literature Review of Artificial Intelligence in Production Scheduling Problems in Real Cases

Auteurs: Mateo Del Gallo
Publié dans: 2023
Éditeur: Zenodo
DOI: 10.5281/ZENODO.17288910

Artificial Neural Networks to Obtain the Machining Parameters for a Compliant Part in a Single Re-Machining Step

Auteurs: Mateo Del Gallo, Fabrizio Defant, Giovanni Mazzuto, Filippo Emanuele Ciarapica, Maurizio Bevilacqua
Publié dans: 2024 IEEE International Conference on Engineering, Technology, and Innovation (ICE/ITMC), 2024
Éditeur: IEEE
DOI: 10.1109/ICE/ITMC61926.2024.10794342

Optimising Machinery Utilisation by Applying Artificial Intelligence

Auteurs: Miguel Ángel Mateo-Casali, Juan Pablo Fiesco, Beatriz Andres, Raul Poler
Publié dans: Lecture Notes on Data Engineering and Communications Technologies, Proceedings of the 17th International Conference on Industrial Engineering and Industrial Management (ICIEIM) – XXVII Congreso de Ingeniería de Organización (CIO2023), 2024
Éditeur: Springer Nature Switzerland
DOI: 10.1007/978-3-031-57996-7_76

Conceptual Framework for the Optimization of Capacitated Lot-Sizing and Scheduling Problem

Auteurs: Juan Pablo Fiesco, Ana Esteso, M. M. E. Alemany, Raúl Poler
Publié dans: Lecture Notes on Data Engineering and Communications Technologies, Organizational Engineering, Coping with Complexity, 2025
Éditeur: Springer Nature Switzerland
DOI: 10.1007/978-3-031-82334-3_47

Smart Retrofit Architecture: Enhancing Sustainability of Industrial Equipment in Small-Medium Enterprises

Auteurs: Pietrangeli; Mazzuto; Ciarapica; Bevilacqua; Defant
Publié dans: 2024
Éditeur: Zenodo
DOI: 10.5281/ZENODO.17288994

Artificial Intelligence to Support Collaboration in the Industrial Equipment Life Cycle

Auteurs: B. Andres, M. A. Mateo-Casali, J. P. Fiesco, Raúl Poler
Publié dans: IFIP Advances in Information and Communication Technology, Collaborative Networks in Digitalization and Society 5.0, 2023
Éditeur: Springer Nature Switzerland
DOI: 10.1007/978-3-031-42622-3_50

Enterprise Interoperability XI

Publié dans: Proceedings of the I-ESA Conferences, 2025
Éditeur: Springer Nature Switzerland
DOI: 10.1007/978-3-031-93995-2

Modelado integrado de fuerzas y motores de inducción aplicado al proceso de fresado

Auteurs: Trojaola, I.; Elorza, I.; Nieto-Ramos, E.
Publié dans: 2023
Éditeur: Zenodo
DOI: 10.5281/ZENODO.8424905

Facilitating AI-Based Solutions Integration in Production Planning: Development of an Interoperable Data Model

Auteurs: Beatriz Andres, Juan Pablo Fiesco, Raul Poler, Miguel A. Mateo-Casali
Publié dans: Lecture Notes on Data Engineering and Communications Technologies, Organizational Engineering, Coping with Complexity, 2025
Éditeur: Springer Nature Switzerland
DOI: 10.1007/978-3-031-82334-3_38

Modelado integrado de fuerzas y motores de induccion aplicado al proceso de fresado

Auteurs: """Trojaola et al. (IKERLAN) itrojaola@ikerlan"""
Publié dans: XLIV Jornadas de Automática 2023, 2023
Éditeur: """Servicio de Publicaciones Universidade da Coruña"""
DOI: 10.17979/spudc.9788497498609.186

Optimising CNC Machining Processes through Artificial Neural Networks: A Case Study in a Machine Tool Company

Auteurs: Mateo Del Gallo
Publié dans: 2024
Éditeur: Zenodo
DOI: 10.5281/ZENODO.17288990

Herramientas basadas en inteligencia artificial para la evaluación de la condición y la detección de anomalías en maquinaria industrial

Auteurs: Gómez, Ana, Espadas, Rafael, Zubizarreta, Ainhoa, Carrascal, Eneko, Leturiondo, Urko
Publié dans: 2025
Éditeur: Zenodo
DOI: 10.5281/ZENODO.14230011

Ethical Considerations in Interoperability

Auteurs: José Ferreira, Hezam Haidar, Cristina Contero Almagro, Tal Soffer, Guy Doumeingts, Ricardo Jardim-Gonçalves
Publié dans: 2024 IEEE International Conference on Engineering, Technology, and Innovation (ICE/ITMC), 2024
Éditeur: IEEE
DOI: 10.1109/ICE/ITMC61926.2024.10794291

A Model for the Multidepot Multiple Travelling Salesman Problem and Advanced Resolution Strategies

Auteurs: Juan Pablo Fiesco, Beatriz Andres, Raul Poler
Publié dans: Lecture Notes in Computer Science, Decision Sciences, 2025
Éditeur: Springer Nature Switzerland
DOI: 10.1007/978-3-031-78238-1_32

Why is the winner the best

Auteurs: Matthias Eisenmann, Dejan Štepec, et al.
Publié dans: 2023
Éditeur: Zenodo
DOI: 10.5281/ZENODO.8113175

AI-based solutions for Industrial Equipment Use

Auteurs: Gómez, Ana, Espadas, Rafael, Trojaola, Ignacio, Blázquez, Ane, Ferreira, José, Calado, Jorge, Stepec, Dejan, Radolovic, Dragan, Perez-Cortes, Juan Carlos, García Sastre, Nicolás
Publié dans: 2024
Éditeur: Zenodo
DOI: 10.5281/ZENODO.11579138

Conceptual Framework for the Optimization of Capacitated Lot-Sizing and Scheduling Problem

Auteurs: Juan Pablo Fiesco, Ana Esteso, M. M. E. Alemany, Raúl Poler
Publié dans: Lecture Notes on Data Engineering and Communications Technologies, Organizational Engineering, Coping with Complexity, 2025
Éditeur: Springer Nature Switzerland
DOI: 10.1007/978-3-031-82334-3_47

Materials Traceability Aiming Zero-Defects Manufacturing In Cloud Based Solutions in Construction Sector

Auteurs: José Ferreira, João Pedro Mendonça, Tal Soffer, Ricardo Jardim Gonçalves
Publié dans: Volume 2: Advanced Manufacturing, 2025
Éditeur: American Society of Mechanical Engineers
DOI: 10.1115/IMECE2024-146125

Evaluation of Explainable Artificial Intelligence Methods in Language Learning Classification of Spanish Tertiary Education Students

Auteurs: Grigorios Tzionis, Gerasimos Antzoulatos, Periklis Papaioannou, Athanasios Mavropoulos, Ilias Gialampoukidis, Marta González Burgos, Stefanos Vrochidis, Ioannis Kompatsiaris, Maro Vlachopoulou
Publié dans: Lecture Notes in Networks and Systems, Smart Mobile Communication & Artificial Intelligence, 2024
Éditeur: Springer Nature Switzerland
DOI: 10.1007/978-3-031-54327-2_36

Artificial Neural Networks approach for Digital Twin modelling of an ejector

Publié dans: Proceedings of the 35th European Modeling & Simulation Symposium, EMSS, 2023
Éditeur: CAL-TEK srl
DOI: 10.46354/I3M.2023.EMSS.007

Comparative Analysis of Feature Importance in Machine Learning Models for Predictive Maintenance

Auteurs: Grigorios Tzionis, Myrsini Ntemi, Ilias Gialampoukidis, Stefanos Vrochidis, Ioannis Kompatsiaris, Maro Vlachopoulou
Publié dans: Proceedings of the I-ESA Conferences, Enterprise Interoperability XI, 2025
Éditeur: Springer Nature Switzerland
DOI: 10.1007/978-3-031-93995-2_3

A Reference Architecture for AI-Driven Industrial Equipment Life Cycle Boosting Agility, Sustainability and Resilience

Auteurs: Mateo-Casalí, Miguel A., Ferreira, José, Calado, Jorge, Afolaranmi, Samuel Olaiya, Martinez Lastra, Jose Luis, Tzionis, Grigoris, Apostolou, Georgia, Cosa-Liñán, Alejandro, Escamilla Fuster, Joan,
Publié dans: 2025
Éditeur: Zenodo
DOI: 10.5281/ZENODO.13349163

From labs to lecture halls: Understanding the crossroad of EU R&D projects and marketing education at universities

Auteurs: """Serrano et al. (UPV) [e-mail] """
Publié dans: INTED 2024 - 18th annual International Technology, Education and Development Conference, 2024, ISSN 2340-1079
Éditeur: IATED Digital Library
DOI: 10.21125/inted.2024.0610

Smart Master Production Scheduling by Deep Reinforcement Learning: An Exploratory Analysis

Auteurs: Julio C. Serrano-Ruiz, Josefa Mula, Raúl Poler, Manuel Díaz-Madroñero
Publié dans: IFIP Advances in Information and Communication Technology, Navigating Unpredictability: Collaborative Networks in Non-linear Worlds, 2024
Éditeur: Springer Nature Switzerland
DOI: 10.1007/978-3-031-71743-7_15

Artificial Intelligence Decision Systems to Support Industrial Equipment Manufacturing

Auteurs: Beatriz Andres, Miguel Angel Mateo-Casali, Juan Pablo Fiesco, Raul Poler
Publié dans: Lecture Notes on Data Engineering and Communications Technologies, Proceedings of the 17th International Conference on Industrial Engineering and Industrial Management (ICIEIM) – XXVII Congreso de Ingeniería de Organización (CIO2023), 2024
Éditeur: Springer Nature Switzerland
DOI: 10.1007/978-3-031-57996-7_75

Optimising Machinery Utilisation by Applying Artificial Intelligence

Auteurs: Miguel Ángel Mateo-Casali, Juan Pablo Fiesco, Beatriz Andres, Raul Poler
Publié dans: Lecture Notes on Data Engineering and Communications Technologies, Proceedings of the 17th International Conference on Industrial Engineering and Industrial Management (ICIEIM) – XXVII Congreso de Ingeniería de Organización (CIO2023), 2024
Éditeur: Springer Nature Switzerland
DOI: 10.1007/978-3-031-57996-7_76

A Review on Digital Product Passports as Drivers of Digital Transformation in Industry

Auteurs: Grigorios Tzionis, Georgia Kougka, Ilias Gialampoukidis, Stefanos Vrochidis, Ioannis Kompatsiaris, Maro Vlachopoulou, Samuel Olaiya Afolaranmi, Jose Luis Martinez Lastra
Publié dans: 2025 IEEE International Conference on Engineering, Technology, and Innovation (ICE/ITMC), 2025
Éditeur: IEEE
DOI: 10.1109/ICE/ITMC65658.2025.11106630

Artificial Intelligence Decision Systems to Support Industrial Equipment Manufacturing

Auteurs: Beatriz Andres, Miguel Angel Mateo-Casali, Juan Pablo Fiesco, Raul Poler
Publié dans: Lecture Notes on Data Engineering and Communications Technologies, Proceedings of the 17th International Conference on Industrial Engineering and Industrial Management (ICIEIM) – XXVII Congreso de Ingeniería de Organización (CIO2023), 2024
Éditeur: Springer Nature Switzerland
DOI: 10.1007/978-3-031-57996-7_75

Enhancing Machinery Design by Using Artificial Intelligence

Auteurs: Juan Pablo Fiesco, Miguel Angel Mateo-Casali, Beatriz Andres, Raul Poler
Publié dans: Lecture Notes on Data Engineering and Communications Technologies, Proceedings of the 17th International Conference on Industrial Engineering and Industrial Management (ICIEIM) – XXVII Congreso de Ingeniería de Organización (CIO2023), 2024
Éditeur: Springer Nature Switzerland
DOI: 10.1007/978-3-031-57996-7_59

Empowering Supply Chain Management with AIBased Tools in the Inspection Machinery Industry

Auteurs: Juan Pablo Fiesco Muñoz, Mateo Del Gallo, Gerardo Minella, Samuel Olaiya Afolaranmi, Mahboob Elahi, Yasir Rathore, Marcos Rico Vañó, Pedro Alfaro Fernández, Beatriz Andrés Navarro, Filippo Emanuele Ciarapica, Jose Luis Martinez Lastra
Publié dans: 2025 IEEE International Conference on Engineering, Technology, and Innovation (ICE/ITMC), 2025
Éditeur: IEEE
DOI: 10.1109/ICE/ITMC65658.2025.11106528

Smart Tuning of Algorithm Parameters by Deep Reinforcement Learning

Auteurs: J. C. Serrano-Ruiz, J. Mula, R. Poler
Publié dans: Lecture Notes on Data Engineering and Communications Technologies, Organizational Engineering, Coping with Complexity, 2025
Éditeur: Springer Nature Switzerland
DOI: 10.1007/978-3-031-82334-3_7

AI-based Solutions for Optimising Industrial Equipment Manufacturing

Auteurs: Afolaranmi, Samuel Olaiya; Del Gallo, Mateo; Ciarapica, Filippo Emanuele; Minella, Gerardo; Escamilla Fuster, Joan; Alfaro Fernandez, Pedro; Tzionis, Grigoris; Martinez Lastra, Jose Luis
Publié dans: 2024
Éditeur: Zenodo
DOI: 10.5281/ZENODO.13347931

Facilitating AI-Based Solutions Integration in Production Planning: Development of an Interoperable Data Model

Auteurs: Beatriz Andres, Juan Pablo Fiesco, Raul Poler, Miguel A. Mateo-Casali
Publié dans: Lecture Notes on Data Engineering and Communications Technologies, Organizational Engineering, Coping with Complexity, 2025
Éditeur: Springer Nature Switzerland
DOI: 10.1007/978-3-031-82334-3_38

Enhancing Machinery Design by Using Artificial Intelligence

Auteurs: Juan Pablo Fiesco, Miguel Angel Mateo-Casali, Beatriz Andres, Raul Poler
Publié dans: Lecture Notes on Data Engineering and Communications Technologies, Proceedings of the 17th International Conference on Industrial Engineering and Industrial Management (ICIEIM) – XXVII Congreso de Ingeniería de Organización (CIO2023), 2024
Éditeur: Springer Nature Switzerland
DOI: 10.1007/978-3-031-57996-7_59

Pioneering Energy Efficiency in Steel Industries Through Weighted SHAP and PFI Methodologies

Auteurs: Grigorios Tzionis, Ilias Gialampoukidis, M yrsini N temi, Stefanos Vrochidis, Ioannis Kompatsiaris, Maro Vlachopoulou
Publié dans: 2024 IEEE International Conference on Engineering, Technology, and Innovation (ICE/ITMC), 2024
Éditeur: IEEE
DOI: 10.1109/ICE/ITMC61926.2024.10794238

Industrial Machine Data Generation and Artificial Optimisation for Blow Molding Extrusion Machines

Auteurs: Oleg Grauberger, Kai Wenz, Marius Dörner, Alexander Schulz
Publié dans: 2025 IEEE International Conference on Engineering, Technology, and Innovation (ICE/ITMC), 2025
Éditeur: IEEE
DOI: 10.1109/ICE/ITMC65658.2025.11106547

Smart Retrofit Solution: An Architecture for Digital Innovation

Auteurs: Ilaria Pietrangeli, Giovanni Mazzuto, Filippo Emanuele Ciarapica, Maurizio Bevilacqua, Marco Ortenzi
Publié dans: 2024 IEEE International Conference on Engineering, Technology, and Innovation (ICE/ITMC), 2024
Éditeur: IEEE
DOI: 10.1109/ICE/ITMC61926.2024.10794309

Other (9)

AIDEAS UPV Fabrication_Dataset UPV-FD

Auteurs: Universitat Politècnica de València
Publié dans: 2024
Éditeur: Zenodo
DOI: 10.5281/ZENODO.11471802

Why is the Winner the Best?

Auteurs: Eisenmann, M.; Reinke, A.; Weru, V.; Tizabi, M.D.; Isensee, F.; Adler, T.J.; Ali, S.; Andrearczyk, V.; Aubreville, M.; Baid, U.; Bakas, S.; Balu, N.; Bano, S.; Bernal, J.; Bodenstedt, S.; Casella, A.; Cheplygina, V.; Daum, M.; De Bruijne, M.; Depeursinge, A.; Dorent, R.; Egger, Jan; Ellis, D.G.; Engelhardt, S.; Ganz, M.; Ghatwary, N.; Girard, G.; Godau, P.; Gupta, A.; Hansen, L.; Harada, K.; Heinrich, M.; Heller, N.; Hering, A.; Huaulmé, A.; Jannin, P.; Kavur, A.E.; Kodym, O.; Kozubek, M.; Li, J.; Li, H.; Ma, J.; Martín-Isla, C.; Menze, B.; Noble, A.; Oreiller, V.; Padoy, N.; Pati, S.; Payette, K.; Rädsch, T.; Rafael-Patiño, J.; Bawa, V. Singh; Speidel, S.; Sudre, C.H.; Van Wijnen, K.; Wagner, M.; Wei, D.; Yamlahi, A.; Yap, M.H.; Yuan, C.; Zenk, M.; Zia, A.; Zimmerer, D.; Aydogan, D.; Bhattarai, B.; Bloch, L.; Brüngel, R.; Cho, J.; Choi, C.; Dou, Q.; Ezhov, I.; Friedrich, C.M.; Fuller, C.; Gaire, R.R.; Galdran, A.; García Faura, A.; Grammatikopoulou, M.; Hong, S.; Jahanifar, M.; Jang, I.; Kadkhodamohammadi, A.; Kang, I.; Kofler, F.; Kondo, S.; Kuijf, H.; Li, M.; Luu, M.; Martinčič, T.; Morais, P.; Naser, M.A.; Oliveira, B.; Owen, D.; Pang, S.; Park, J.; Park, S.; Płotka, S.; Puybareau, E.; Rajpoot, N.; Ryu, K.; Saeed, N.; Shephard, A.; Shi, P.; Štepec, D.; Subedi, R.; Tochon, G.; Torres, H.R.; Urien, H.; Vilaça, J.L.; Wahid, K.A.; Wang, H.; Wang, J.; Wang, L.; Wang, X.; Wiestler, B.; Wodzinski, M.; Xia, F.; Xie, J.; Xiong, Z.; Yang, S.; Yang, Y.; Zhao, Z.; Maier-Hein, K.; Jäger, P.F.; Kopp-Schneider, A.; Maier-Hein, L.; Faura, Á. García
Publié dans: 2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2023
Éditeur: Zenodo
DOI: 10.5281/ZENODO.8113175

AIDEAS_UPV_Delivery_Dataset_UPV-DD

Auteurs: Universitat Politècnica de València
Publié dans: 2024
Éditeur: Zenodo
DOI: 10.5281/ZENODO.11471917

Metadata Design Optimisation Dataset

Auteurs: Oleg Grauberger, Grigorios Tzionis
Publié dans: 2025
Éditeur: Zenodo
DOI: 10.5281/ZENODO.15720265

Experimental data: Adaptive Production Rescheduling System for Managing Unforeseen Disruptions

Auteurs: Figueroa Ávila, Andy José
Publié dans: 2024
Éditeur: Zenodo
DOI: 10.5281/ZENODO.13881302

AIDEAS UPV Procurement Dataset UPV-APD

Auteurs: Universitat Politècnica de València
Publié dans: 2025
Éditeur: Zenodo
DOI: 10.5281/ZENODO.11471334

AI-DISS: Dataset for classification of cutting tools

Auteurs: Mateo Del Gallo,Ilaria Pietrangeli, Tommaso Canullo,Giovanni Mazzuto, Filippo Emanuele Ciarapica, Fabrizio Defant
Publié dans: 2025
Éditeur: Zenodo
DOI: 10.5281/ZENODO.15056947

Images of Oranges without hidden surfaces

Auteurs: García Sastre, Nicolás
Publié dans: 2025
Éditeur: Zenodo
DOI: 10.5281/ZENODO.14935122

AIDEAS Project Launch Press Release

Auteurs: AIDEAS Consortium
Publié dans: 2022
Éditeur: Zenodo
DOI: 10.5281/ZENODO.7308380

Peer reviewed articles (43)

A Biased-Randomized Discrete Event Algorithm to Improve the Productivity of Automated Storage and Retrieval Systems in the Steel Industry

Auteurs: Mattia Neroni, Massimo Bertolini, Angel A. Juan
Publié dans: Algorithms, Numéro 17, 2025, ISSN 1999-4893
Éditeur: MDPI AG
DOI: 10.3390/A17010046

Enhancing Robustness in Feature Importance Methods with NAFIC and CESHAP for Improved Interpretability

Auteurs: Grigorios Tzionis, Georgia Kougka, Ilias Gialampoukidis, Stefanos Vrochidis, Ioannis Kompatsiaris, Maro Vlachopoulou
Publié dans: Applied Artificial Intelligence, Numéro 39, 2025, ISSN 0883-9514
Éditeur: Informa UK Limited
DOI: 10.1080/08839514.2025.2515062

Cyber-physical System for Security and Wellbeing of Shop Floor Workers

Auteurs: José Ferreira, Jorge Calado, Rui Branco, Manuela Azevedo, Carlos Agostinho, Ricardo Jardim-Gonçalves
Publié dans: IFAC-PapersOnLine, Numéro 59, 2025, ISSN 2405-8963
Éditeur: Elsevier BV
DOI: 10.1016/J.IFACOL.2025.09.492

Optimization of productive processes: case study on Italian kitchen manufacturer packaging line

Auteurs: Lodovico Basilici Menini, Giulio Marcucci, Filippo Emanuele Ciarapica, Maurizio Bevilacqua
Publié dans: IFAC-PapersOnLine, Numéro 59, 2025, ISSN 2405-8963
Éditeur: Elsevier BV
DOI: 10.1016/J.IFACOL.2025.09.313

Using Transformers and Reinforcement Learning for the Team Orienteering Problem Under Dynamic Conditions

Auteurs: Antoni Guerrero, Marc Escoto, Majsa Ammouriova, Yangchongyi Men, Angel A. Juan
Publié dans: Mathematics, Numéro 13, 2025, ISSN 2227-7390
Éditeur: MDPI AG
DOI: 10.3390/MATH13142313

A Biased-Randomized Discrete Event Algorithm to Improve the Productivity of Automated Storage and Retrieval Systems in the Steel Industry

Auteurs: Mattia Neroni, Massimo Bertolini, Angel A. Juan
Publié dans: Algorithms, Numéro 17, 2025, ISSN 1999-4893
Éditeur: MDPI AG
DOI: 10.3390/A17010046

Relational network of innovation ecosystems generated by digital innovation hubs: a conceptual framework for the interaction processes of DIHs from the perspective of collaboration within and between their relationship levels

Auteurs: """Serrano et al. (UPV) [e-mail] """
Publié dans: Journal of Intelligent Manufacturing, 2024, ISSN 1572-8145
Éditeur: Springer
DOI: 10.1007/s10845-024-02322-5

A Combination of Association Rules and Optimization Model to Solve Scheduling Problems in an Unstable Production Environment

Auteurs: """Del Gallo et al. (UNIVPM) [e-mail]"""
Publié dans: Management and Production Engineering Review, 2024, ISSN 2080-8208
Éditeur: Production Engineering Committee of the Polish Academy of Sciences, Polish Association for Production Management
DOI: 10.24425/mper.2023.147204

Dynamic Reactive Assignment of Tasks in Real-Time Automated Guided Vehicle Environments with Potential Interruptions

Auteurs: """Martín et al. (UPV) [e-mail]"""
Publié dans: Applied Sciences, 2023, ISSN 2076-3417
Éditeur: MDPI
DOI: 10.3390/app13063708

A Learnheuristic Algorithm Based on Thompson Sampling for the Heterogeneous and Dynamic Team Orienteering Problem

Auteurs: Antonio R. Uguina; Juan F. Gomez; Javier Panadero; Anna Martínez-Gavara; Angel A. Juan
Publié dans: Mathematics, 2024, ISSN 2227-7390
Éditeur: MDPI (Multidisciplinary Digital Publishing Institute), Basel, Switzerland
DOI: 10.3390/MATH12111758

Adaptive Production Rescheduling System for Managing Unforeseen Disruptions

Auteurs: Andy J. Figueroa; Raul Poler; Beatriz Andres
Publié dans: Mathematics, 2024, ISSN 2227-7390
Éditeur: MDPI AG
DOI: 10.3390/MATH12223478

Smart Retrofit: An Innovative and Sustainable Solution

Auteurs: """Pietrangeli et al. (UNIVPM) [e-mail]"""
Publié dans: Machines, 2023, ISSN 2075-1702
Éditeur: MDPI
DOI: 10.3390/machines11050523

Job shop smart manufacturing scheduling by deep reinforcement learning

Auteurs: Julio C. Serrano-Ruiz, Josefa Mula, Raul Poler
Publié dans: Journal of Industrial Information Integration, Numéro 38, 2024, ISSN 2452-414X
Éditeur: Elsevier BV
DOI: 10.1016/J.JII.2024.100582

Inteligencia Artificial para el soporte a la toma de decisiones en el ciclo de vida de los equipos industriales

Auteurs: Miguel Ángel Mateo-Casalí, Juan Pablo Fiesco, Beatriz Andres, Raul Poler
Publié dans: Dirección y Organización, 2025, ISSN 2171-6323
Éditeur: Asociacion para el Desarrollo de la Ingenieria de Organizacion
DOI: 10.37610/85.691

Adaptive Production Rescheduling System for Managing Unforeseen Disruptions

Auteurs: Andy J. Figueroa, Raul Poler, Beatriz Andres
Publié dans: Mathematics, Numéro 12, 2025, ISSN 2227-7390
Éditeur: MDPI AG
DOI: 10.3390/MATH12223478

Algorithms

Auteurs: """Fuentes León et al. (UPV) [e-mail]"""
Publié dans: Algorithms, 2023, ISSN 1999-4893
Éditeur: MDPI
DOI: 10.3390/a16090408h

An Unsupervised Anomaly Detection Based on Self-Organizing Map for the Oil and Gas Sector

Auteurs: """Concetti et al. (UNIVPM) [e-mail]"""
Publié dans: Applied Sciences, 2023, ISSN 2076-3417
Éditeur: MDPI
DOI: 10.3390/app13063725

Alignment and Improvement of Shape-From-Silhouette Reconstructed 3D Objects

Auteurs: Alberto J. Perez, Javier Perez-Soler, Juan-Carlos Perez-Cortes, Jose-Luis Guardiola
Publié dans: IEEE Access, Numéro 12, 2024, ISSN 2169-3536
Éditeur: Institute of Electrical and Electronics Engineers (IEEE)
DOI: 10.1109/ACCESS.2024.3407341

Alignment and Improvement of Shape-From-Silhouette Reconstructed 3D Objects

Auteurs: Alberto J. Perez, Javier Perez-Soler, Juan-Carlos Perez-Cortes, Jose-Luis Guardiola
Publié dans: IEEE Access, Numéro 12, 2024, ISSN 2169-3536
Éditeur: Institute of Electrical and Electronics Engineers (IEEE)
DOI: 10.1109/ACCESS.2024.3407341

Why is the winner the best?

Auteurs: """Eisenmann et al. [e-mail]"""
Publié dans: arXiv 2023, 2023, ISSN 1063-6919
Éditeur: IEEE Computer Vision Foundation
DOI: 10.48550/arXiv.2303.17719

Algorithms

Auteurs: Mattia Neroni; Massimo Bertolini; Angel A. Juan
Publié dans: Algorithms, 2024, ISSN 1999-4893
Éditeur: MDPI AG
DOI: 10.3390/A17010046

An Agile Adaptive Biased-Randomized Discrete-Event Heuristic for the Resource-Constrained Project Scheduling Problem

Auteurs: Xabier A. Martin, Rosa Herrero, Angel A. Juan, Javier Panadero
Publié dans: Mathematics, Numéro 12, 2025, ISSN 2227-7390
Éditeur: MDPI AG
DOI: 10.3390/MATH12121873

Relational network of innovation ecosystems generated by digital innovation hubs: a conceptual framework for the interaction processes of DIHs from the perspective of collaboration within and between their relationship levels

Auteurs: Julio C. Serrano-Ruiz, Jose Ferreira, Ricardo Jardim-Goncalves, Angel Ortiz
Publié dans: Relational network of innovation ecosystems generated by digital innovation hubs: a conceptual framework for the interaction processes of DIHs from the perspective of collaboration within and between their relationship levels, 2025, ISSN 1572-8145
Éditeur: Journal of Intelligent Manufacturing
DOI: 10.5281/ZENODO.17286107

Artificial Intelligence to Solve Production Scheduling Problems in Real Industrial Settings: Systematic Literature Review

Auteurs: Mateo Del Gallo, Giovanni Mazzuto, Filippo Emanuele Ciarapica, Maurizio Bevilacqua
Publié dans: Electronics, Numéro 12, 2025, ISSN 2079-9292
Éditeur: MDPI AG
DOI: 10.3390/ELECTRONICS12234732

Sustainability

Auteurs: Hassan Alimam,Giovanni Mazzuto,Marco Ortenzi,Filippo Emanuele Ciarapica, and Maurizio Bevilacqua
Publié dans: The IOT Technology for Sustainable Smart Cities of the Future, 2024, ISSN 2071-1050
Éditeur: MDPI Open Access Publishing
DOI: 10.3390/su15021441

Strategical and tactical supply chain optimisation for smart production planning and control 4.0

Auteurs: Hector Cañas, Josefa Mula, Francisco Campuzano-Bolarin
Publié dans: International Journal of Production Research, Numéro 63, 2025, ISSN 0020-7543
Éditeur: Informa UK Limited
DOI: 10.1080/00207543.2024.2412828

Real-Time Environmental Monitoring in Smart Buildings Using Federated Learning

Auteurs: Pedro Ventura, Mohammad Khodamoradi, Ruben Costa, Paulo Figueiras, Ricardo Jardim-Gonçalves
Publié dans: Procedia Computer Science, Numéro 263, 2025, ISSN 1877-0509
Éditeur: Elsevier BV
DOI: 10.1016/J.PROCS.2025.07.081

Artificial Intelligence to Solve Production Scheduling Problems in Real Industrial Settings: Systematic Literature Review

Auteurs: """Del Gallo et al. (UNIVPM) [e-mail]"""
Publié dans: Electronics, 2023, ISSN 2079-9292
Éditeur: MDPI
DOI: 10.3390/electronics12234732

Job shop smart manufacturing scheduling by deep reinforcement learning

Auteurs: """Serrano et al. (UPV) [e-mail] """
Publié dans: Journal of Industrial Information Integration, 2024, ISSN 2452-414X
Éditeur: Elsevier
DOI: 10.1016/j.jii.2024.100582

Using Reinforcement Learning in a Dynamic Team Orienteering Problem with Electric Batteries

Auteurs: Majsa Ammouriova, Antoni Guerrero, Veronika Tsertsvadze, Christin Schumacher, Angel A. Juan
Publié dans: Batteries, Numéro 10, 2025, ISSN 2313-0105
Éditeur: MDPI AG
DOI: 10.3390/BATTERIES10120411

A Learnheuristic Algorithm Based on Thompson Sampling for the Heterogeneous and Dynamic Team Orienteering Problem

Auteurs: Antonio R. Uguina, Juan F. Gomez, Javier Panadero, Anna Martínez-Gavara, Angel A. Juan
Publié dans: Mathematics, Numéro 12, 2025, ISSN 2227-7390
Éditeur: MDPI AG
DOI: 10.3390/MATH12111758

A self-learning framework combining association rules and mathematical models to solve production scheduling programs

Auteurs: Mateo Del Gallo, Sara Antomarioni, Giovanni Mazzuto, Giulio Marcucci, Filippo Emanuele Ciarapica
Publié dans: Production & Manufacturing Research, Numéro 12, 2024, ISSN 2169-3277
Éditeur: Informa UK Limited
DOI: 10.1080/21693277.2024.2332285

Integration of AI Use Cases in Training to Support Industry 4.0

Auteurs: Nazarenko, Artem; Zamiri, Majid; Sarraipa, Joao; Figueiras, Paulo; Jardim-Goncalves, Ricardo; Moalla, Néjib
Publié dans: Journal of Advances in Information Technology, 2024, ISSN 1798-2340
Éditeur: Engineering & Technology Publishing
DOI: 10.12720/JAIT.15.3.397-406

Simulation of Heuristics for Automated Guided Vehicle Task Sequencing with Resource Sharing and Dynamic Queues

Auteurs: """Leon et al. (UPV) [e-mail]"""
Publié dans: Mathematics, 2024, ISSN 2227-7390
Éditeur: MDPI
DOI: 10.3390/math12020271

A comprehensive literature review of the applications of AI techniques through the lifecycle of industrial equipment

Auteurs: """Elahi, M., Afolaranmi, S.O., Martinez Lastra, J.L. et al (TAU) [e-mail]"""
Publié dans: Discover Artificial Intelligence, 2023, ISSN 2731-0809
Éditeur: Springer
DOI: 10.1007/s44163-023-00089-x

Using Reinforcement Learning to Solve a Dynamic Orienteering Problem with Random Rewards Affected by the Battery Status

Auteurs: """Juan et al. (UPV) [e-mail]"""
Publié dans: Batteries, 2023, ISSN 2313-0105
Éditeur: MDPI
DOI: 10.3390/batteries9080416

Optimization Challenges in Vehicle-to-Grid (V2G) Systems and Artificial Intelligence Solving Methods

Auteurs: Marc Escoto, Antoni Guerrero, Elnaz Ghorbani, Angel A. Juan
Publié dans: Applied Sciences, Numéro 14, 2025, ISSN 2076-3417
Éditeur: MDPI AG
DOI: 10.3390/APP14125211

Inteligencia Artificial para el soporte a la toma de decisiones en el ciclo de vida de los equipos industriales

Auteurs: Miguel Ángel Mateo-Casalí, Juan Pablo Fiesco, Beatriz Andres, Raul Poler
Publié dans: Dirección y Organización, 2025, ISSN 2171-6323
Éditeur: Asociacion para el Desarrollo de la Ingenieria de Organizacion
DOI: 10.37610/85.691

Using Reinforcement Learning to Solve a Dynamic Orienteering Problem with Random Rewards Affected by the Battery Status

Auteurs: Angel A. Juan, Carolina A. Marugan, Yusef Ahsini, Rafael Fornes, Javier Panadero, Xabier A. Martin
Publié dans: Batteries, Numéro 9, 2025, ISSN 2313-0105
Éditeur: MDPI AG
DOI: 10.3390/BATTERIES9080416

Intelligent Retrofitting Paradigm for Conventional Machines towards the Digital Triplet Hierarchy

Auteurs: Hassan Alimam, Giovanni Mazzuto, Marco Ortenzi, Filippo Emanuele Ciarapica, Maurizio Bevilacqua
Publié dans: Sustainability, Numéro 15, 2025, ISSN 2071-1050
Éditeur: MDPI AG
DOI: 10.3390/SU15021441

An Agile Adaptive Biased-Randomized Discrete-Event Heuristic for the Resource-Constrained Project Scheduling Problem

Auteurs: Xabier A. Martin, Rosa Herrero, Angel A. Juan, Javier Panadero
Publié dans: Mathematics, Numéro 12, 2025, ISSN 2227-7390
Éditeur: MDPI AG
DOI: 10.3390/MATH12121873

Using Heuristics to Enhance Real-Life Warehouse Replenishment Processes in the Fashion Industry

Auteurs: Juliana Castaneda, Erika M. Herrera, Julio C. Londoño, Javier Panadero, Angel A. Juan
Publié dans: Transportation Research Procedia, Numéro 71, 2025, ISSN 2352-1465
Éditeur: Elsevier BV
DOI: 10.1016/J.TRPRO.2023.11.066

Enhancing Robustness in Feature Importance Methods with NAFIC and CESHAP for Improved Interpretability

Auteurs: Grigorios Tzionis, Georgia Kougka, Ilias Gialampoukidis, Stefanos Vrochidis, Ioannis Kompatsiaris, Maro Vlachopoulou
Publié dans: Applied Artificial Intelligence, Numéro 39, 2025, ISSN 0883-9514
Éditeur: Informa UK Limited
DOI: 10.1080/08839514.2025.2515062

Book chapters (1)

A Methodology for Project Use Case Definition

Auteurs: Beatriz Andres, Faustino Alarcon, Daniel Cubero, Raul Poler
Publié dans: Lecture Notes on Data Engineering and Communications Technologies, IoT and Data Science in Engineering Management, 2023
Éditeur: Springer International Publishing
DOI: 10.1007/978-3-031-27915-7_78

Thesis and dissertations (1)

Digital Triplet Paradigm Based Brain Like Intelligence for Augmenting the Resilience of Intelligent Mechatronics, Towards Mitigating the Complexity of Cognitive Computing in the Oil and Gas Industry 5

Auteurs: Hassan ALIMAM
Publié dans: 2025
Éditeur: IRIS UNIVPM
DOI: 10.5281/ZENODO.15083128