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

Informazioni relative al progetto

AIDEAS

ID dell’accordo di sovvenzione: 101057294

DOI

10.3030/101057294

Progetto chiuso

Data della firma CE 24 Maggio 2022

Data di avvio 1 Ottobre 2022

Data di completamento 30 Settembre 2025

Finanziato da

• Digital, Industry and Space

Costo totale

€ 6 610 338,75

Contributo UE

€ 5 999 694,00

Coordinato da

ETHNIKO KENTRO EREVNAS KAI TECHNOLOGIKIS ANAPTYXIS
Greece

CORDIS fornisce collegamenti ai risultati finali pubblici e alle pubblicazioni dei progetti ORIZZONTE.

I link ai risultati e alle pubblicazioni dei progetti del 7° PQ, così come i link ad alcuni tipi di risultati specifici come dataset e software, sono recuperati dinamicamente da .OpenAIRE .

Risultati finali

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

Pubblicazioni

Conference proceedings (43)

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

Autori: Ilaria Pietrangeli, Giovanni Mazzuto, Filippo Emanuele Ciarapica, Jone Uribetxebarria, Ana Gómez González, Grigorios Tzionis
Pubblicato in: 2024
Editore: Zenodo
DOI: 10.5281/ZENODO.17303630

AI tools for conditioning evaluation and anomaly detection

Autori: Gómez, Ana; Espadas, Rafael; Zubizarreta, Ainhoa; Leturiondo, Urko
Pubblicato in: 2024
Editore: Zenodo
DOI: 10.5281/ZENODO.12644664

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

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

Artificial Intelligence to Support Collaboration in the Industrial Equipment Life Cycle

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

AI Applications in the Configuration and Calibration of Industrial Machines

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

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

Autori: José Ferreira, João Pedro Mendonça, Jorge S. Calado, Ricardo Jardim-Gonçalves
Pubblicato in: Proceedings of the I-ESA Conferences, Enterprise Interoperability XI, 2025
Editore: 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

Autori: Mateo Del Gallo
Pubblicato in: 2023
Editore: Zenodo
DOI: 10.5281/ZENODO.17288910

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

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

Optimising Machinery Utilisation by Applying Artificial Intelligence

Autori: Miguel Ángel Mateo-Casali, Juan Pablo Fiesco, Beatriz Andres, Raul Poler
Pubblicato in: 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
Editore: Springer Nature Switzerland
DOI: 10.1007/978-3-031-57996-7_76

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

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

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

Autori: Pietrangeli; Mazzuto; Ciarapica; Bevilacqua; Defant
Pubblicato in: 2024
Editore: Zenodo
DOI: 10.5281/ZENODO.17288994

Artificial Intelligence to Support Collaboration in the Industrial Equipment Life Cycle

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

Enterprise Interoperability XI

Pubblicato in: Proceedings of the I-ESA Conferences, 2025
Editore: Springer Nature Switzerland
DOI: 10.1007/978-3-031-93995-2

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

Autori: Trojaola, I.; Elorza, I.; Nieto-Ramos, E.
Pubblicato in: 2023
Editore: Zenodo
DOI: 10.5281/ZENODO.8424905

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

Autori: Beatriz Andres, Juan Pablo Fiesco, Raul Poler, Miguel A. Mateo-Casali
Pubblicato in: Lecture Notes on Data Engineering and Communications Technologies, Organizational Engineering, Coping with Complexity, 2025
Editore: 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

Autori: """Trojaola et al. (IKERLAN) itrojaola@ikerlan"""
Pubblicato in: XLIV Jornadas de Automática 2023, 2023
Editore: """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

Autori: Mateo Del Gallo
Pubblicato in: 2024
Editore: 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

Autori: Gómez, Ana, Espadas, Rafael, Zubizarreta, Ainhoa, Carrascal, Eneko, Leturiondo, Urko
Pubblicato in: 2025
Editore: Zenodo
DOI: 10.5281/ZENODO.14230011

Ethical Considerations in Interoperability

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

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

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

Why is the winner the best

Autori: Matthias Eisenmann, Dejan Štepec, et al.
Pubblicato in: 2023
Editore: Zenodo
DOI: 10.5281/ZENODO.8113175

AI-based solutions for Industrial Equipment Use

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

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

Autori: Juan Pablo Fiesco, Ana Esteso, M. M. E. Alemany, Raúl Poler
Pubblicato in: Lecture Notes on Data Engineering and Communications Technologies, Organizational Engineering, Coping with Complexity, 2025
Editore: 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

Autori: José Ferreira, João Pedro Mendonça, Tal Soffer, Ricardo Jardim Gonçalves
Pubblicato in: Volume 2: Advanced Manufacturing, 2025
Editore: 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

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

Artificial Neural Networks approach for Digital Twin modelling of an ejector

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

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

Autori: Grigorios Tzionis, Myrsini Ntemi, Ilias Gialampoukidis, Stefanos Vrochidis, Ioannis Kompatsiaris, Maro Vlachopoulou
Pubblicato in: Proceedings of the I-ESA Conferences, Enterprise Interoperability XI, 2025
Editore: 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

Autori: 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,
Pubblicato in: 2025
Editore: Zenodo
DOI: 10.5281/ZENODO.13349163

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

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

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

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

Artificial Intelligence Decision Systems to Support Industrial Equipment Manufacturing

Autori: Beatriz Andres, Miguel Angel Mateo-Casali, Juan Pablo Fiesco, Raul Poler
Pubblicato in: 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
Editore: Springer Nature Switzerland
DOI: 10.1007/978-3-031-57996-7_75

Optimising Machinery Utilisation by Applying Artificial Intelligence

Autori: Miguel Ángel Mateo-Casali, Juan Pablo Fiesco, Beatriz Andres, Raul Poler
Pubblicato in: 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
Editore: 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

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

Artificial Intelligence Decision Systems to Support Industrial Equipment Manufacturing

Autori: Beatriz Andres, Miguel Angel Mateo-Casali, Juan Pablo Fiesco, Raul Poler
Pubblicato in: 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
Editore: Springer Nature Switzerland
DOI: 10.1007/978-3-031-57996-7_75

Enhancing Machinery Design by Using Artificial Intelligence

Autori: Juan Pablo Fiesco, Miguel Angel Mateo-Casali, Beatriz Andres, Raul Poler
Pubblicato in: 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
Editore: Springer Nature Switzerland
DOI: 10.1007/978-3-031-57996-7_59

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

Autori: 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
Pubblicato in: 2025 IEEE International Conference on Engineering, Technology, and Innovation (ICE/ITMC), 2025
Editore: IEEE
DOI: 10.1109/ICE/ITMC65658.2025.11106528

Smart Tuning of Algorithm Parameters by Deep Reinforcement Learning

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

AI-based Solutions for Optimising Industrial Equipment Manufacturing

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

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

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

Enhancing Machinery Design by Using Artificial Intelligence

Autori: Juan Pablo Fiesco, Miguel Angel Mateo-Casali, Beatriz Andres, Raul Poler
Pubblicato in: 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
Editore: Springer Nature Switzerland
DOI: 10.1007/978-3-031-57996-7_59

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

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

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

Autori: Oleg Grauberger, Kai Wenz, Marius Dörner, Alexander Schulz
Pubblicato in: 2025 IEEE International Conference on Engineering, Technology, and Innovation (ICE/ITMC), 2025
Editore: IEEE
DOI: 10.1109/ICE/ITMC65658.2025.11106547

Smart Retrofit Solution: An Architecture for Digital Innovation

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

Other (9)

AIDEAS UPV Fabrication_Dataset UPV-FD

Autori: Universitat Politècnica de València
Pubblicato in: 2024
Editore: Zenodo
DOI: 10.5281/ZENODO.11471802

Why is the Winner the Best?

Autori: 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
Pubblicato in: 2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2023
Editore: Zenodo
DOI: 10.5281/ZENODO.8113175

AIDEAS_UPV_Delivery_Dataset_UPV-DD

Autori: Universitat Politècnica de València
Pubblicato in: 2024
Editore: Zenodo
DOI: 10.5281/ZENODO.11471917

Metadata Design Optimisation Dataset

Autori: Oleg Grauberger, Grigorios Tzionis
Pubblicato in: 2025
Editore: Zenodo
DOI: 10.5281/ZENODO.15720265

Experimental data: Adaptive Production Rescheduling System for Managing Unforeseen Disruptions

Autori: Figueroa Ávila, Andy José
Pubblicato in: 2024
Editore: Zenodo
DOI: 10.5281/ZENODO.13881302

AIDEAS UPV Procurement Dataset UPV-APD

Autori: Universitat Politècnica de València
Pubblicato in: 2025
Editore: Zenodo
DOI: 10.5281/ZENODO.11471334

AI-DISS: Dataset for classification of cutting tools

Autori: Mateo Del Gallo,Ilaria Pietrangeli, Tommaso Canullo,Giovanni Mazzuto, Filippo Emanuele Ciarapica, Fabrizio Defant
Pubblicato in: 2025
Editore: Zenodo
DOI: 10.5281/ZENODO.15056947

Images of Oranges without hidden surfaces

Autori: García Sastre, Nicolás
Pubblicato in: 2025
Editore: Zenodo
DOI: 10.5281/ZENODO.14935122

AIDEAS Project Launch Press Release

Autori: AIDEAS Consortium
Pubblicato in: 2022
Editore: 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

Autori: Mattia Neroni, Massimo Bertolini, Angel A. Juan
Pubblicato in: Algorithms, Numero 17, 2025, ISSN 1999-4893
Editore: MDPI AG
DOI: 10.3390/A17010046

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

Autori: Grigorios Tzionis, Georgia Kougka, Ilias Gialampoukidis, Stefanos Vrochidis, Ioannis Kompatsiaris, Maro Vlachopoulou
Pubblicato in: Applied Artificial Intelligence, Numero 39, 2025, ISSN 0883-9514
Editore: Informa UK Limited
DOI: 10.1080/08839514.2025.2515062

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

Autori: José Ferreira, Jorge Calado, Rui Branco, Manuela Azevedo, Carlos Agostinho, Ricardo Jardim-Gonçalves
Pubblicato in: IFAC-PapersOnLine, Numero 59, 2025, ISSN 2405-8963
Editore: Elsevier BV
DOI: 10.1016/J.IFACOL.2025.09.492

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

Autori: Lodovico Basilici Menini, Giulio Marcucci, Filippo Emanuele Ciarapica, Maurizio Bevilacqua
Pubblicato in: IFAC-PapersOnLine, Numero 59, 2025, ISSN 2405-8963
Editore: Elsevier BV
DOI: 10.1016/J.IFACOL.2025.09.313

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

Autori: Antoni Guerrero, Marc Escoto, Majsa Ammouriova, Yangchongyi Men, Angel A. Juan
Pubblicato in: Mathematics, Numero 13, 2025, ISSN 2227-7390
Editore: 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

Autori: Mattia Neroni, Massimo Bertolini, Angel A. Juan
Pubblicato in: Algorithms, Numero 17, 2025, ISSN 1999-4893
Editore: 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

Autori: """Serrano et al. (UPV) [e-mail] """
Pubblicato in: Journal of Intelligent Manufacturing, 2024, ISSN 1572-8145
Editore: 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

Autori: """Del Gallo et al. (UNIVPM) [e-mail]"""
Pubblicato in: Management and Production Engineering Review, 2024, ISSN 2080-8208
Editore: 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

Autori: """Martín et al. (UPV) [e-mail]"""
Pubblicato in: Applied Sciences, 2023, ISSN 2076-3417
Editore: MDPI
DOI: 10.3390/app13063708

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

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

Adaptive Production Rescheduling System for Managing Unforeseen Disruptions

Autori: Andy J. Figueroa; Raul Poler; Beatriz Andres
Pubblicato in: Mathematics, 2024, ISSN 2227-7390
Editore: MDPI AG
DOI: 10.3390/MATH12223478

Smart Retrofit: An Innovative and Sustainable Solution

Autori: """Pietrangeli et al. (UNIVPM) [e-mail]"""
Pubblicato in: Machines, 2023, ISSN 2075-1702
Editore: MDPI
DOI: 10.3390/machines11050523

Job shop smart manufacturing scheduling by deep reinforcement learning

Autori: Julio C. Serrano-Ruiz, Josefa Mula, Raul Poler
Pubblicato in: Journal of Industrial Information Integration, Numero 38, 2024, ISSN 2452-414X
Editore: 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

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

Adaptive Production Rescheduling System for Managing Unforeseen Disruptions

Autori: Andy J. Figueroa, Raul Poler, Beatriz Andres
Pubblicato in: Mathematics, Numero 12, 2025, ISSN 2227-7390
Editore: MDPI AG
DOI: 10.3390/MATH12223478

Algorithms

Autori: """Fuentes León et al. (UPV) [e-mail]"""
Pubblicato in: Algorithms, 2023, ISSN 1999-4893
Editore: MDPI
DOI: 10.3390/a16090408h

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

Autori: """Concetti et al. (UNIVPM) [e-mail]"""
Pubblicato in: Applied Sciences, 2023, ISSN 2076-3417
Editore: MDPI
DOI: 10.3390/app13063725

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

Autori: Alberto J. Perez, Javier Perez-Soler, Juan-Carlos Perez-Cortes, Jose-Luis Guardiola
Pubblicato in: IEEE Access, Numero 12, 2024, ISSN 2169-3536
Editore: Institute of Electrical and Electronics Engineers (IEEE)
DOI: 10.1109/ACCESS.2024.3407341

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

Autori: Alberto J. Perez, Javier Perez-Soler, Juan-Carlos Perez-Cortes, Jose-Luis Guardiola
Pubblicato in: IEEE Access, Numero 12, 2024, ISSN 2169-3536
Editore: Institute of Electrical and Electronics Engineers (IEEE)
DOI: 10.1109/ACCESS.2024.3407341

Why is the winner the best?

Autori: """Eisenmann et al. [e-mail]"""
Pubblicato in: arXiv 2023, 2023, ISSN 1063-6919
Editore: IEEE Computer Vision Foundation
DOI: 10.48550/arXiv.2303.17719

Algorithms

Autori: Mattia Neroni; Massimo Bertolini; Angel A. Juan
Pubblicato in: Algorithms, 2024, ISSN 1999-4893
Editore: MDPI AG
DOI: 10.3390/A17010046

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

Autori: Xabier A. Martin, Rosa Herrero, Angel A. Juan, Javier Panadero
Pubblicato in: Mathematics, Numero 12, 2025, ISSN 2227-7390
Editore: 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

Autori: Julio C. Serrano-Ruiz, Jose Ferreira, Ricardo Jardim-Goncalves, Angel Ortiz
Pubblicato in: 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
Editore: Journal of Intelligent Manufacturing
DOI: 10.5281/ZENODO.17286107

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

Autori: Mateo Del Gallo, Giovanni Mazzuto, Filippo Emanuele Ciarapica, Maurizio Bevilacqua
Pubblicato in: Electronics, Numero 12, 2025, ISSN 2079-9292
Editore: MDPI AG
DOI: 10.3390/ELECTRONICS12234732

Sustainability

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

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

Autori: Hector Cañas, Josefa Mula, Francisco Campuzano-Bolarin
Pubblicato in: International Journal of Production Research, Numero 63, 2025, ISSN 0020-7543
Editore: Informa UK Limited
DOI: 10.1080/00207543.2024.2412828

Real-Time Environmental Monitoring in Smart Buildings Using Federated Learning

Autori: Pedro Ventura, Mohammad Khodamoradi, Ruben Costa, Paulo Figueiras, Ricardo Jardim-Gonçalves
Pubblicato in: Procedia Computer Science, Numero 263, 2025, ISSN 1877-0509
Editore: Elsevier BV
DOI: 10.1016/J.PROCS.2025.07.081

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

Autori: """Del Gallo et al. (UNIVPM) [e-mail]"""
Pubblicato in: Electronics, 2023, ISSN 2079-9292
Editore: MDPI
DOI: 10.3390/electronics12234732

Job shop smart manufacturing scheduling by deep reinforcement learning

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

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

Autori: Majsa Ammouriova, Antoni Guerrero, Veronika Tsertsvadze, Christin Schumacher, Angel A. Juan
Pubblicato in: Batteries, Numero 10, 2025, ISSN 2313-0105
Editore: MDPI AG
DOI: 10.3390/BATTERIES10120411

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

Autori: Antonio R. Uguina, Juan F. Gomez, Javier Panadero, Anna Martínez-Gavara, Angel A. Juan
Pubblicato in: Mathematics, Numero 12, 2025, ISSN 2227-7390
Editore: MDPI AG
DOI: 10.3390/MATH12111758

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

Autori: Mateo Del Gallo, Sara Antomarioni, Giovanni Mazzuto, Giulio Marcucci, Filippo Emanuele Ciarapica
Pubblicato in: Production & Manufacturing Research, Numero 12, 2024, ISSN 2169-3277
Editore: Informa UK Limited
DOI: 10.1080/21693277.2024.2332285

Integration of AI Use Cases in Training to Support Industry 4.0

Autori: Nazarenko, Artem; Zamiri, Majid; Sarraipa, Joao; Figueiras, Paulo; Jardim-Goncalves, Ricardo; Moalla, Néjib
Pubblicato in: Journal of Advances in Information Technology, 2024, ISSN 1798-2340
Editore: 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

Autori: """Leon et al. (UPV) [e-mail]"""
Pubblicato in: Mathematics, 2024, ISSN 2227-7390
Editore: MDPI
DOI: 10.3390/math12020271

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

Autori: """Elahi, M., Afolaranmi, S.O., Martinez Lastra, J.L. et al (TAU) [e-mail]"""
Pubblicato in: Discover Artificial Intelligence, 2023, ISSN 2731-0809
Editore: 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

Autori: """Juan et al. (UPV) [e-mail]"""
Pubblicato in: Batteries, 2023, ISSN 2313-0105
Editore: MDPI
DOI: 10.3390/batteries9080416

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

Autori: Marc Escoto, Antoni Guerrero, Elnaz Ghorbani, Angel A. Juan
Pubblicato in: Applied Sciences, Numero 14, 2025, ISSN 2076-3417
Editore: 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

Autori: Miguel Ángel Mateo-Casalí, Juan Pablo Fiesco, Beatriz Andres, Raul Poler
Pubblicato in: Dirección y Organización, 2025, ISSN 2171-6323
Editore: 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

Autori: Angel A. Juan, Carolina A. Marugan, Yusef Ahsini, Rafael Fornes, Javier Panadero, Xabier A. Martin
Pubblicato in: Batteries, Numero 9, 2025, ISSN 2313-0105
Editore: MDPI AG
DOI: 10.3390/BATTERIES9080416

Intelligent Retrofitting Paradigm for Conventional Machines towards the Digital Triplet Hierarchy

Autori: Hassan Alimam, Giovanni Mazzuto, Marco Ortenzi, Filippo Emanuele Ciarapica, Maurizio Bevilacqua
Pubblicato in: Sustainability, Numero 15, 2025, ISSN 2071-1050
Editore: MDPI AG
DOI: 10.3390/SU15021441

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

Autori: Xabier A. Martin, Rosa Herrero, Angel A. Juan, Javier Panadero
Pubblicato in: Mathematics, Numero 12, 2025, ISSN 2227-7390
Editore: MDPI AG
DOI: 10.3390/MATH12121873

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

Autori: Juliana Castaneda, Erika M. Herrera, Julio C. Londoño, Javier Panadero, Angel A. Juan
Pubblicato in: Transportation Research Procedia, Numero 71, 2025, ISSN 2352-1465
Editore: Elsevier BV
DOI: 10.1016/J.TRPRO.2023.11.066

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

Autori: Grigorios Tzionis, Georgia Kougka, Ilias Gialampoukidis, Stefanos Vrochidis, Ioannis Kompatsiaris, Maro Vlachopoulou
Pubblicato in: Applied Artificial Intelligence, Numero 39, 2025, ISSN 0883-9514
Editore: Informa UK Limited
DOI: 10.1080/08839514.2025.2515062

Book chapters (1)

A Methodology for Project Use Case Definition

Autori: Beatriz Andres, Faustino Alarcon, Daniel Cubero, Raul Poler
Pubblicato in: Lecture Notes on Data Engineering and Communications Technologies, IoT and Data Science in Engineering Management, 2023
Editore: 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

Autori: Hassan ALIMAM
Pubblicato in: 2025
Editore: IRIS UNIVPM
DOI: 10.5281/ZENODO.15083128