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

Project Information

AIDEAS

Grant agreement ID: 101057294

DOI

10.3030/101057294

Project closed

EC signature date 24 May 2022

Start date 1 October 2022

End date 30 September 2025

Funded under

• Digital, Industry and Space

Total cost

€ 6 610 338,75

EU contribution

€ 5 999 694,00

Coordinated by

ETHNIKO KENTRO EREVNAS KAI TECHNOLOGIKIS ANAPTYXIS
Greece

CORDIS provides links to public deliverables and publications of HORIZON projects.

Links to deliverables and publications from FP7 projects, as well as links to some specific result types such as dataset and software, are dynamically retrieved from OpenAIRE .

Deliverables

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

Author(s): Ilaria Pietrangeli, Giovanni Mazzuto, Filippo Emanuele Ciarapica, Jone Uribetxebarria, Ana Gómez González, Grigorios Tzionis
Published in: 2024
Publisher: Zenodo
DOI: 10.5281/ZENODO.17303630

AI tools for conditioning evaluation and anomaly detection

Author(s): Gómez, Ana; Espadas, Rafael; Zubizarreta, Ainhoa; Leturiondo, Urko
Published in: 2024
Publisher: Zenodo
DOI: 10.5281/ZENODO.12644664

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

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

Artificial Intelligence to Support Collaboration in the Industrial Equipment Life Cycle

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

AI Applications in the Configuration and Calibration of Industrial Machines

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

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

Author(s): José Ferreira, João Pedro Mendonça, Jorge S. Calado, Ricardo Jardim-Gonçalves
Published in: Proceedings of the I-ESA Conferences, Enterprise Interoperability XI, 2025
Publisher: 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

Author(s): Mateo Del Gallo
Published in: 2023
Publisher: Zenodo
DOI: 10.5281/ZENODO.17288910

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

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

Optimising Machinery Utilisation by Applying Artificial Intelligence

Author(s): Miguel Ángel Mateo-Casali, Juan Pablo Fiesco, Beatriz Andres, Raul Poler
Published 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
Publisher: Springer Nature Switzerland
DOI: 10.1007/978-3-031-57996-7_76

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

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

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

Author(s): Pietrangeli; Mazzuto; Ciarapica; Bevilacqua; Defant
Published in: 2024
Publisher: Zenodo
DOI: 10.5281/ZENODO.17288994

Artificial Intelligence to Support Collaboration in the Industrial Equipment Life Cycle

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

Enterprise Interoperability XI

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

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

Author(s): Trojaola, I.; Elorza, I.; Nieto-Ramos, E.
Published in: 2023
Publisher: Zenodo
DOI: 10.5281/ZENODO.8424905

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

Author(s): Beatriz Andres, Juan Pablo Fiesco, Raul Poler, Miguel A. Mateo-Casali
Published in: Lecture Notes on Data Engineering and Communications Technologies, Organizational Engineering, Coping with Complexity, 2025
Publisher: 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

Author(s): """Trojaola et al. (IKERLAN) itrojaola@ikerlan"""
Published in: XLIV Jornadas de Automática 2023, 2023
Publisher: """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

Author(s): Mateo Del Gallo
Published in: 2024
Publisher: 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

Author(s): Gómez, Ana, Espadas, Rafael, Zubizarreta, Ainhoa, Carrascal, Eneko, Leturiondo, Urko
Published in: 2025
Publisher: Zenodo
DOI: 10.5281/ZENODO.14230011

Ethical Considerations in Interoperability

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

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

Author(s): Juan Pablo Fiesco, Beatriz Andres, Raul Poler
Published in: Lecture Notes in Computer Science, Decision Sciences, 2025
Publisher: Springer Nature Switzerland
DOI: 10.1007/978-3-031-78238-1_32

Why is the winner the best

Author(s): Matthias Eisenmann, Dejan Štepec, et al.
Published in: 2023
Publisher: Zenodo
DOI: 10.5281/ZENODO.8113175

AI-based solutions for Industrial Equipment Use

Author(s): Gómez, Ana, Espadas, Rafael, Trojaola, Ignacio, Blázquez, Ane, Ferreira, José, Calado, Jorge, Stepec, Dejan, Radolovic, Dragan, Perez-Cortes, Juan Carlos, García Sastre, Nicolás
Published in: 2024
Publisher: Zenodo
DOI: 10.5281/ZENODO.11579138

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

Author(s): Juan Pablo Fiesco, Ana Esteso, M. M. E. Alemany, Raúl Poler
Published in: Lecture Notes on Data Engineering and Communications Technologies, Organizational Engineering, Coping with Complexity, 2025
Publisher: 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

Author(s): José Ferreira, João Pedro Mendonça, Tal Soffer, Ricardo Jardim Gonçalves
Published in: Volume 2: Advanced Manufacturing, 2025
Publisher: 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

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

Artificial Neural Networks approach for Digital Twin modelling of an ejector

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

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

Author(s): Grigorios Tzionis, Myrsini Ntemi, Ilias Gialampoukidis, Stefanos Vrochidis, Ioannis Kompatsiaris, Maro Vlachopoulou
Published in: Proceedings of the I-ESA Conferences, Enterprise Interoperability XI, 2025
Publisher: 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

Author(s): 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,
Published in: 2025
Publisher: Zenodo
DOI: 10.5281/ZENODO.13349163

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

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

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

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

Artificial Intelligence Decision Systems to Support Industrial Equipment Manufacturing

Author(s): Beatriz Andres, Miguel Angel Mateo-Casali, Juan Pablo Fiesco, Raul Poler
Published 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
Publisher: Springer Nature Switzerland
DOI: 10.1007/978-3-031-57996-7_75

Optimising Machinery Utilisation by Applying Artificial Intelligence

Author(s): Miguel Ángel Mateo-Casali, Juan Pablo Fiesco, Beatriz Andres, Raul Poler
Published 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
Publisher: 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

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

Artificial Intelligence Decision Systems to Support Industrial Equipment Manufacturing

Author(s): Beatriz Andres, Miguel Angel Mateo-Casali, Juan Pablo Fiesco, Raul Poler
Published 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
Publisher: Springer Nature Switzerland
DOI: 10.1007/978-3-031-57996-7_75

Enhancing Machinery Design by Using Artificial Intelligence

Author(s): Juan Pablo Fiesco, Miguel Angel Mateo-Casali, Beatriz Andres, Raul Poler
Published 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
Publisher: Springer Nature Switzerland
DOI: 10.1007/978-3-031-57996-7_59

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

Author(s): 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
Published in: 2025 IEEE International Conference on Engineering, Technology, and Innovation (ICE/ITMC), 2025
Publisher: IEEE
DOI: 10.1109/ICE/ITMC65658.2025.11106528

Smart Tuning of Algorithm Parameters by Deep Reinforcement Learning

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

AI-based Solutions for Optimising Industrial Equipment Manufacturing

Author(s): Afolaranmi, Samuel Olaiya; Del Gallo, Mateo; Ciarapica, Filippo Emanuele; Minella, Gerardo; Escamilla Fuster, Joan; Alfaro Fernandez, Pedro; Tzionis, Grigoris; Martinez Lastra, Jose Luis
Published in: 2024
Publisher: Zenodo
DOI: 10.5281/ZENODO.13347931

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

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

Enhancing Machinery Design by Using Artificial Intelligence

Author(s): Juan Pablo Fiesco, Miguel Angel Mateo-Casali, Beatriz Andres, Raul Poler
Published 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
Publisher: Springer Nature Switzerland
DOI: 10.1007/978-3-031-57996-7_59

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

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

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

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

Smart Retrofit Solution: An Architecture for Digital Innovation

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

Other (9)

AIDEAS UPV Fabrication_Dataset UPV-FD

Author(s): Universitat Politècnica de València
Published in: 2024
Publisher: Zenodo
DOI: 10.5281/ZENODO.11471802

Why is the Winner the Best?

Author(s): 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
Published in: 2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2023
Publisher: Zenodo
DOI: 10.5281/ZENODO.8113175

AIDEAS_UPV_Delivery_Dataset_UPV-DD

Author(s): Universitat Politècnica de València
Published in: 2024
Publisher: Zenodo
DOI: 10.5281/ZENODO.11471917

Metadata Design Optimisation Dataset

Author(s): Oleg Grauberger, Grigorios Tzionis
Published in: 2025
Publisher: Zenodo
DOI: 10.5281/ZENODO.15720265

Experimental data: Adaptive Production Rescheduling System for Managing Unforeseen Disruptions

Author(s): Figueroa Ávila, Andy José
Published in: 2024
Publisher: Zenodo
DOI: 10.5281/ZENODO.13881302

AIDEAS UPV Procurement Dataset UPV-APD

Author(s): Universitat Politècnica de València
Published in: 2025
Publisher: Zenodo
DOI: 10.5281/ZENODO.11471334

AI-DISS: Dataset for classification of cutting tools

Author(s): Mateo Del Gallo,Ilaria Pietrangeli, Tommaso Canullo,Giovanni Mazzuto, Filippo Emanuele Ciarapica, Fabrizio Defant
Published in: 2025
Publisher: Zenodo
DOI: 10.5281/ZENODO.15056947

Images of Oranges without hidden surfaces

Author(s): García Sastre, Nicolás
Published in: 2025
Publisher: Zenodo
DOI: 10.5281/ZENODO.14935122

AIDEAS Project Launch Press Release

Author(s): AIDEAS Consortium
Published in: 2022
Publisher: 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

Author(s): Mattia Neroni, Massimo Bertolini, Angel A. Juan
Published in: Algorithms, Issue 17, 2025, ISSN 1999-4893
Publisher: MDPI AG
DOI: 10.3390/A17010046

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

Author(s): Grigorios Tzionis, Georgia Kougka, Ilias Gialampoukidis, Stefanos Vrochidis, Ioannis Kompatsiaris, Maro Vlachopoulou
Published in: Applied Artificial Intelligence, Issue 39, 2025, ISSN 0883-9514
Publisher: Informa UK Limited
DOI: 10.1080/08839514.2025.2515062

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

Author(s): José Ferreira, Jorge Calado, Rui Branco, Manuela Azevedo, Carlos Agostinho, Ricardo Jardim-Gonçalves
Published in: IFAC-PapersOnLine, Issue 59, 2025, ISSN 2405-8963
Publisher: Elsevier BV
DOI: 10.1016/J.IFACOL.2025.09.492

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

Author(s): Lodovico Basilici Menini, Giulio Marcucci, Filippo Emanuele Ciarapica, Maurizio Bevilacqua
Published in: IFAC-PapersOnLine, Issue 59, 2025, ISSN 2405-8963
Publisher: Elsevier BV
DOI: 10.1016/J.IFACOL.2025.09.313

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

Author(s): Antoni Guerrero, Marc Escoto, Majsa Ammouriova, Yangchongyi Men, Angel A. Juan
Published in: Mathematics, Issue 13, 2025, ISSN 2227-7390
Publisher: 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

Author(s): Mattia Neroni, Massimo Bertolini, Angel A. Juan
Published in: Algorithms, Issue 17, 2025, ISSN 1999-4893
Publisher: 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

Author(s): """Serrano et al. (UPV) [e-mail] """
Published in: Journal of Intelligent Manufacturing, 2024, ISSN 1572-8145
Publisher: 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

Author(s): """Del Gallo et al. (UNIVPM) [e-mail]"""
Published in: Management and Production Engineering Review, 2024, ISSN 2080-8208
Publisher: 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

Author(s): """Martín et al. (UPV) [e-mail]"""
Published in: Applied Sciences, 2023, ISSN 2076-3417
Publisher: MDPI
DOI: 10.3390/app13063708

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

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

Adaptive Production Rescheduling System for Managing Unforeseen Disruptions

Author(s): Andy J. Figueroa; Raul Poler; Beatriz Andres
Published in: Mathematics, 2024, ISSN 2227-7390
Publisher: MDPI AG
DOI: 10.3390/MATH12223478

Smart Retrofit: An Innovative and Sustainable Solution

Author(s): """Pietrangeli et al. (UNIVPM) [e-mail]"""
Published in: Machines, 2023, ISSN 2075-1702
Publisher: MDPI
DOI: 10.3390/machines11050523

Job shop smart manufacturing scheduling by deep reinforcement learning

Author(s): Julio C. Serrano-Ruiz, Josefa Mula, Raul Poler
Published in: Journal of Industrial Information Integration, Issue 38, 2024, ISSN 2452-414X
Publisher: 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

Author(s): Miguel Ángel Mateo-Casalí, Juan Pablo Fiesco, Beatriz Andres, Raul Poler
Published in: Dirección y Organización, 2025, ISSN 2171-6323
Publisher: Asociacion para el Desarrollo de la Ingenieria de Organizacion
DOI: 10.37610/85.691

Adaptive Production Rescheduling System for Managing Unforeseen Disruptions

Author(s): Andy J. Figueroa, Raul Poler, Beatriz Andres
Published in: Mathematics, Issue 12, 2025, ISSN 2227-7390
Publisher: MDPI AG
DOI: 10.3390/MATH12223478

Algorithms

Author(s): """Fuentes León et al. (UPV) [e-mail]"""
Published in: Algorithms, 2023, ISSN 1999-4893
Publisher: MDPI
DOI: 10.3390/a16090408h

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

Author(s): """Concetti et al. (UNIVPM) [e-mail]"""
Published in: Applied Sciences, 2023, ISSN 2076-3417
Publisher: MDPI
DOI: 10.3390/app13063725

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

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

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

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

Why is the winner the best?

Author(s): """Eisenmann et al. [e-mail]"""
Published in: arXiv 2023, 2023, ISSN 1063-6919
Publisher: IEEE Computer Vision Foundation
DOI: 10.48550/arXiv.2303.17719

Algorithms

Author(s): Mattia Neroni; Massimo Bertolini; Angel A. Juan
Published in: Algorithms, 2024, ISSN 1999-4893
Publisher: MDPI AG
DOI: 10.3390/A17010046

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

Author(s): Xabier A. Martin, Rosa Herrero, Angel A. Juan, Javier Panadero
Published in: Mathematics, Issue 12, 2025, ISSN 2227-7390
Publisher: 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

Author(s): Julio C. Serrano-Ruiz, Jose Ferreira, Ricardo Jardim-Goncalves, Angel Ortiz
Published 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
Publisher: Journal of Intelligent Manufacturing
DOI: 10.5281/ZENODO.17286107

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

Author(s): Mateo Del Gallo, Giovanni Mazzuto, Filippo Emanuele Ciarapica, Maurizio Bevilacqua
Published in: Electronics, Issue 12, 2025, ISSN 2079-9292
Publisher: MDPI AG
DOI: 10.3390/ELECTRONICS12234732

Sustainability

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

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

Author(s): Hector Cañas, Josefa Mula, Francisco Campuzano-Bolarin
Published in: International Journal of Production Research, Issue 63, 2025, ISSN 0020-7543
Publisher: Informa UK Limited
DOI: 10.1080/00207543.2024.2412828

Real-Time Environmental Monitoring in Smart Buildings Using Federated Learning

Author(s): Pedro Ventura, Mohammad Khodamoradi, Ruben Costa, Paulo Figueiras, Ricardo Jardim-Gonçalves
Published in: Procedia Computer Science, Issue 263, 2025, ISSN 1877-0509
Publisher: Elsevier BV
DOI: 10.1016/J.PROCS.2025.07.081

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

Author(s): """Del Gallo et al. (UNIVPM) [e-mail]"""
Published in: Electronics, 2023, ISSN 2079-9292
Publisher: MDPI
DOI: 10.3390/electronics12234732

Job shop smart manufacturing scheduling by deep reinforcement learning

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

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

Author(s): Majsa Ammouriova, Antoni Guerrero, Veronika Tsertsvadze, Christin Schumacher, Angel A. Juan
Published in: Batteries, Issue 10, 2025, ISSN 2313-0105
Publisher: MDPI AG
DOI: 10.3390/BATTERIES10120411

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

Author(s): Antonio R. Uguina, Juan F. Gomez, Javier Panadero, Anna Martínez-Gavara, Angel A. Juan
Published in: Mathematics, Issue 12, 2025, ISSN 2227-7390
Publisher: MDPI AG
DOI: 10.3390/MATH12111758

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

Author(s): Mateo Del Gallo, Sara Antomarioni, Giovanni Mazzuto, Giulio Marcucci, Filippo Emanuele Ciarapica
Published in: Production & Manufacturing Research, Issue 12, 2024, ISSN 2169-3277
Publisher: Informa UK Limited
DOI: 10.1080/21693277.2024.2332285

Integration of AI Use Cases in Training to Support Industry 4.0

Author(s): Nazarenko, Artem; Zamiri, Majid; Sarraipa, Joao; Figueiras, Paulo; Jardim-Goncalves, Ricardo; Moalla, Néjib
Published in: Journal of Advances in Information Technology, 2024, ISSN 1798-2340
Publisher: 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

Author(s): """Leon et al. (UPV) [e-mail]"""
Published in: Mathematics, 2024, ISSN 2227-7390
Publisher: MDPI
DOI: 10.3390/math12020271

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

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

Author(s): """Juan et al. (UPV) [e-mail]"""
Published in: Batteries, 2023, ISSN 2313-0105
Publisher: MDPI
DOI: 10.3390/batteries9080416

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

Author(s): Marc Escoto, Antoni Guerrero, Elnaz Ghorbani, Angel A. Juan
Published in: Applied Sciences, Issue 14, 2025, ISSN 2076-3417
Publisher: 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

Author(s): Miguel Ángel Mateo-Casalí, Juan Pablo Fiesco, Beatriz Andres, Raul Poler
Published in: Dirección y Organización, 2025, ISSN 2171-6323
Publisher: 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

Author(s): Angel A. Juan, Carolina A. Marugan, Yusef Ahsini, Rafael Fornes, Javier Panadero, Xabier A. Martin
Published in: Batteries, Issue 9, 2025, ISSN 2313-0105
Publisher: MDPI AG
DOI: 10.3390/BATTERIES9080416

Intelligent Retrofitting Paradigm for Conventional Machines towards the Digital Triplet Hierarchy

Author(s): Hassan Alimam, Giovanni Mazzuto, Marco Ortenzi, Filippo Emanuele Ciarapica, Maurizio Bevilacqua
Published in: Sustainability, Issue 15, 2025, ISSN 2071-1050
Publisher: MDPI AG
DOI: 10.3390/SU15021441

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

Author(s): Xabier A. Martin, Rosa Herrero, Angel A. Juan, Javier Panadero
Published in: Mathematics, Issue 12, 2025, ISSN 2227-7390
Publisher: MDPI AG
DOI: 10.3390/MATH12121873

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

Author(s): Juliana Castaneda, Erika M. Herrera, Julio C. Londoño, Javier Panadero, Angel A. Juan
Published in: Transportation Research Procedia, Issue 71, 2025, ISSN 2352-1465
Publisher: Elsevier BV
DOI: 10.1016/J.TRPRO.2023.11.066

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

Author(s): Grigorios Tzionis, Georgia Kougka, Ilias Gialampoukidis, Stefanos Vrochidis, Ioannis Kompatsiaris, Maro Vlachopoulou
Published in: Applied Artificial Intelligence, Issue 39, 2025, ISSN 0883-9514
Publisher: Informa UK Limited
DOI: 10.1080/08839514.2025.2515062

Book chapters (1)

A Methodology for Project Use Case Definition

Author(s): Beatriz Andres, Faustino Alarcon, Daniel Cubero, Raul Poler
Published in: Lecture Notes on Data Engineering and Communications Technologies, IoT and Data Science in Engineering Management, 2023
Publisher: 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

Author(s): Hassan ALIMAM
Published in: 2025
Publisher: IRIS UNIVPM
DOI: 10.5281/ZENODO.15083128