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

Información del proyecto

AIDEAS

Identificador del acuerdo de subvención: 101057294

DOI

10.3030/101057294

Proyecto cerrado

Fecha de la firma de la CE 24 Mayo 2022

Fecha de inicio 1 Octubre 2022

Fecha de finalización 30 Septiembre 2025

Financiado con arreglo a

• Digital, Industry and Space

Coste total

€ 6 610 338,75

Aportación de la UE

€ 5 999 694,00

Coordinado por

ETHNIKO KENTRO EREVNAS KAI TECHNOLOGIKIS ANAPTYXIS
Greece

CORDIS proporciona enlaces a los documentos públicos y las publicaciones de los proyectos de los programas marco HORIZONTE.

Los enlaces a los documentos y las publicaciones de los proyectos del Séptimo Programa Marco, así como los enlaces a algunos tipos de resultados específicos, como conjuntos de datos y «software», se obtienen dinámicamente de OpenAIRE .

Resultado final

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

Publicaciones

Conference proceedings (43)

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

Autores: Ilaria Pietrangeli, Giovanni Mazzuto, Filippo Emanuele Ciarapica, Jone Uribetxebarria, Ana Gómez González, Grigorios Tzionis
Publicado en: 2024
Editor: Zenodo
DOI: 10.5281/ZENODO.17303630

AI tools for conditioning evaluation and anomaly detection

Autores: Gómez, Ana; Espadas, Rafael; Zubizarreta, Ainhoa; Leturiondo, Urko
Publicado en: 2024
Editor: Zenodo
DOI: 10.5281/ZENODO.12644664

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

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

Artificial Intelligence to Support Collaboration in the Industrial Equipment Life Cycle

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

AI Applications in the Configuration and Calibration of Industrial Machines

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

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

Autores: José Ferreira, João Pedro Mendonça, Jorge S. Calado, Ricardo Jardim-Gonçalves
Publicado en: Proceedings of the I-ESA Conferences, Enterprise Interoperability XI, 2025
Editor: 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

Autores: Mateo Del Gallo
Publicado en: 2023
Editor: Zenodo
DOI: 10.5281/ZENODO.17288910

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

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

Optimising Machinery Utilisation by Applying Artificial Intelligence

Autores: Miguel Ángel Mateo-Casali, Juan Pablo Fiesco, Beatriz Andres, Raul Poler
Publicado en: 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
Editor: Springer Nature Switzerland
DOI: 10.1007/978-3-031-57996-7_76

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

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

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

Autores: Pietrangeli; Mazzuto; Ciarapica; Bevilacqua; Defant
Publicado en: 2024
Editor: Zenodo
DOI: 10.5281/ZENODO.17288994

Artificial Intelligence to Support Collaboration in the Industrial Equipment Life Cycle

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

Enterprise Interoperability XI

Publicado en: Proceedings of the I-ESA Conferences, 2025
Editor: Springer Nature Switzerland
DOI: 10.1007/978-3-031-93995-2

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

Autores: Trojaola, I.; Elorza, I.; Nieto-Ramos, E.
Publicado en: 2023
Editor: Zenodo
DOI: 10.5281/ZENODO.8424905

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

Autores: Beatriz Andres, Juan Pablo Fiesco, Raul Poler, Miguel A. Mateo-Casali
Publicado en: Lecture Notes on Data Engineering and Communications Technologies, Organizational Engineering, Coping with Complexity, 2025
Editor: 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

Autores: """Trojaola et al. (IKERLAN) itrojaola@ikerlan"""
Publicado en: XLIV Jornadas de Automática 2023, 2023
Editor: """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

Autores: Mateo Del Gallo
Publicado en: 2024
Editor: 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

Autores: Gómez, Ana, Espadas, Rafael, Zubizarreta, Ainhoa, Carrascal, Eneko, Leturiondo, Urko
Publicado en: 2025
Editor: Zenodo
DOI: 10.5281/ZENODO.14230011

Ethical Considerations in Interoperability

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

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

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

Why is the winner the best

Autores: Matthias Eisenmann, Dejan Štepec, et al.
Publicado en: 2023
Editor: Zenodo
DOI: 10.5281/ZENODO.8113175

AI-based solutions for Industrial Equipment Use

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

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

Autores: Juan Pablo Fiesco, Ana Esteso, M. M. E. Alemany, Raúl Poler
Publicado en: Lecture Notes on Data Engineering and Communications Technologies, Organizational Engineering, Coping with Complexity, 2025
Editor: 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

Autores: José Ferreira, João Pedro Mendonça, Tal Soffer, Ricardo Jardim Gonçalves
Publicado en: Volume 2: Advanced Manufacturing, 2025
Editor: 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

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

Artificial Neural Networks approach for Digital Twin modelling of an ejector

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

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

Autores: Grigorios Tzionis, Myrsini Ntemi, Ilias Gialampoukidis, Stefanos Vrochidis, Ioannis Kompatsiaris, Maro Vlachopoulou
Publicado en: Proceedings of the I-ESA Conferences, Enterprise Interoperability XI, 2025
Editor: 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

Autores: 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,
Publicado en: 2025
Editor: Zenodo
DOI: 10.5281/ZENODO.13349163

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

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

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

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

Artificial Intelligence Decision Systems to Support Industrial Equipment Manufacturing

Autores: Beatriz Andres, Miguel Angel Mateo-Casali, Juan Pablo Fiesco, Raul Poler
Publicado en: 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
Editor: Springer Nature Switzerland
DOI: 10.1007/978-3-031-57996-7_75

Optimising Machinery Utilisation by Applying Artificial Intelligence

Autores: Miguel Ángel Mateo-Casali, Juan Pablo Fiesco, Beatriz Andres, Raul Poler
Publicado en: 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
Editor: 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

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

Artificial Intelligence Decision Systems to Support Industrial Equipment Manufacturing

Autores: Beatriz Andres, Miguel Angel Mateo-Casali, Juan Pablo Fiesco, Raul Poler
Publicado en: 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
Editor: Springer Nature Switzerland
DOI: 10.1007/978-3-031-57996-7_75

Enhancing Machinery Design by Using Artificial Intelligence

Autores: Juan Pablo Fiesco, Miguel Angel Mateo-Casali, Beatriz Andres, Raul Poler
Publicado en: 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
Editor: Springer Nature Switzerland
DOI: 10.1007/978-3-031-57996-7_59

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

Autores: 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
Publicado en: 2025 IEEE International Conference on Engineering, Technology, and Innovation (ICE/ITMC), 2025
Editor: IEEE
DOI: 10.1109/ICE/ITMC65658.2025.11106528

Smart Tuning of Algorithm Parameters by Deep Reinforcement Learning

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

AI-based Solutions for Optimising Industrial Equipment Manufacturing

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

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

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

Enhancing Machinery Design by Using Artificial Intelligence

Autores: Juan Pablo Fiesco, Miguel Angel Mateo-Casali, Beatriz Andres, Raul Poler
Publicado en: 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
Editor: Springer Nature Switzerland
DOI: 10.1007/978-3-031-57996-7_59

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

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

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

Autores: Oleg Grauberger, Kai Wenz, Marius Dörner, Alexander Schulz
Publicado en: 2025 IEEE International Conference on Engineering, Technology, and Innovation (ICE/ITMC), 2025
Editor: IEEE
DOI: 10.1109/ICE/ITMC65658.2025.11106547

Smart Retrofit Solution: An Architecture for Digital Innovation

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

Other (9)

AIDEAS UPV Fabrication_Dataset UPV-FD

Autores: Universitat Politècnica de València
Publicado en: 2024
Editor: Zenodo
DOI: 10.5281/ZENODO.11471802

Why is the Winner the Best?

Autores: 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
Publicado en: 2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2023
Editor: Zenodo
DOI: 10.5281/ZENODO.8113175

AIDEAS_UPV_Delivery_Dataset_UPV-DD

Autores: Universitat Politècnica de València
Publicado en: 2024
Editor: Zenodo
DOI: 10.5281/ZENODO.11471917

Metadata Design Optimisation Dataset

Autores: Oleg Grauberger, Grigorios Tzionis
Publicado en: 2025
Editor: Zenodo
DOI: 10.5281/ZENODO.15720265

Experimental data: Adaptive Production Rescheduling System for Managing Unforeseen Disruptions

Autores: Figueroa Ávila, Andy José
Publicado en: 2024
Editor: Zenodo
DOI: 10.5281/ZENODO.13881302

AIDEAS UPV Procurement Dataset UPV-APD

Autores: Universitat Politècnica de València
Publicado en: 2025
Editor: Zenodo
DOI: 10.5281/ZENODO.11471334

AI-DISS: Dataset for classification of cutting tools

Autores: Mateo Del Gallo,Ilaria Pietrangeli, Tommaso Canullo,Giovanni Mazzuto, Filippo Emanuele Ciarapica, Fabrizio Defant
Publicado en: 2025
Editor: Zenodo
DOI: 10.5281/ZENODO.15056947

Images of Oranges without hidden surfaces

Autores: García Sastre, Nicolás
Publicado en: 2025
Editor: Zenodo
DOI: 10.5281/ZENODO.14935122

AIDEAS Project Launch Press Release

Autores: AIDEAS Consortium
Publicado en: 2022
Editor: 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

Autores: Mattia Neroni, Massimo Bertolini, Angel A. Juan
Publicado en: Algorithms, Edición 17, 2025, ISSN 1999-4893
Editor: MDPI AG
DOI: 10.3390/A17010046

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

Autores: Grigorios Tzionis, Georgia Kougka, Ilias Gialampoukidis, Stefanos Vrochidis, Ioannis Kompatsiaris, Maro Vlachopoulou
Publicado en: Applied Artificial Intelligence, Edición 39, 2025, ISSN 0883-9514
Editor: Informa UK Limited
DOI: 10.1080/08839514.2025.2515062

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

Autores: José Ferreira, Jorge Calado, Rui Branco, Manuela Azevedo, Carlos Agostinho, Ricardo Jardim-Gonçalves
Publicado en: IFAC-PapersOnLine, Edición 59, 2025, ISSN 2405-8963
Editor: Elsevier BV
DOI: 10.1016/J.IFACOL.2025.09.492

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

Autores: Lodovico Basilici Menini, Giulio Marcucci, Filippo Emanuele Ciarapica, Maurizio Bevilacqua
Publicado en: IFAC-PapersOnLine, Edición 59, 2025, ISSN 2405-8963
Editor: Elsevier BV
DOI: 10.1016/J.IFACOL.2025.09.313

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

Autores: Antoni Guerrero, Marc Escoto, Majsa Ammouriova, Yangchongyi Men, Angel A. Juan
Publicado en: Mathematics, Edición 13, 2025, ISSN 2227-7390
Editor: 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

Autores: Mattia Neroni, Massimo Bertolini, Angel A. Juan
Publicado en: Algorithms, Edición 17, 2025, ISSN 1999-4893
Editor: 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

Autores: """Serrano et al. (UPV) [e-mail] """
Publicado en: Journal of Intelligent Manufacturing, 2024, ISSN 1572-8145
Editor: 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

Autores: """Del Gallo et al. (UNIVPM) [e-mail]"""
Publicado en: Management and Production Engineering Review, 2024, ISSN 2080-8208
Editor: 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

Autores: """Martín et al. (UPV) [e-mail]"""
Publicado en: Applied Sciences, 2023, ISSN 2076-3417
Editor: MDPI
DOI: 10.3390/app13063708

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

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

Adaptive Production Rescheduling System for Managing Unforeseen Disruptions

Autores: Andy J. Figueroa; Raul Poler; Beatriz Andres
Publicado en: Mathematics, 2024, ISSN 2227-7390
Editor: MDPI AG
DOI: 10.3390/MATH12223478

Smart Retrofit: An Innovative and Sustainable Solution

Autores: """Pietrangeli et al. (UNIVPM) [e-mail]"""
Publicado en: Machines, 2023, ISSN 2075-1702
Editor: MDPI
DOI: 10.3390/machines11050523

Job shop smart manufacturing scheduling by deep reinforcement learning

Autores: Julio C. Serrano-Ruiz, Josefa Mula, Raul Poler
Publicado en: Journal of Industrial Information Integration, Edición 38, 2024, ISSN 2452-414X
Editor: 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

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

Adaptive Production Rescheduling System for Managing Unforeseen Disruptions

Autores: Andy J. Figueroa, Raul Poler, Beatriz Andres
Publicado en: Mathematics, Edición 12, 2025, ISSN 2227-7390
Editor: MDPI AG
DOI: 10.3390/MATH12223478

Algorithms

Autores: """Fuentes León et al. (UPV) [e-mail]"""
Publicado en: Algorithms, 2023, ISSN 1999-4893
Editor: MDPI
DOI: 10.3390/a16090408h

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

Autores: """Concetti et al. (UNIVPM) [e-mail]"""
Publicado en: Applied Sciences, 2023, ISSN 2076-3417
Editor: MDPI
DOI: 10.3390/app13063725

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

Autores: Alberto J. Perez, Javier Perez-Soler, Juan-Carlos Perez-Cortes, Jose-Luis Guardiola
Publicado en: IEEE Access, Edición 12, 2024, ISSN 2169-3536
Editor: Institute of Electrical and Electronics Engineers (IEEE)
DOI: 10.1109/ACCESS.2024.3407341

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

Autores: Alberto J. Perez, Javier Perez-Soler, Juan-Carlos Perez-Cortes, Jose-Luis Guardiola
Publicado en: IEEE Access, Edición 12, 2024, ISSN 2169-3536
Editor: Institute of Electrical and Electronics Engineers (IEEE)
DOI: 10.1109/ACCESS.2024.3407341

Why is the winner the best?

Autores: """Eisenmann et al. [e-mail]"""
Publicado en: arXiv 2023, 2023, ISSN 1063-6919
Editor: IEEE Computer Vision Foundation
DOI: 10.48550/arXiv.2303.17719

Algorithms

Autores: Mattia Neroni; Massimo Bertolini; Angel A. Juan
Publicado en: Algorithms, 2024, ISSN 1999-4893
Editor: MDPI AG
DOI: 10.3390/A17010046

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

Autores: Xabier A. Martin, Rosa Herrero, Angel A. Juan, Javier Panadero
Publicado en: Mathematics, Edición 12, 2025, ISSN 2227-7390
Editor: 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

Autores: Julio C. Serrano-Ruiz, Jose Ferreira, Ricardo Jardim-Goncalves, Angel Ortiz
Publicado en: 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
Editor: Journal of Intelligent Manufacturing
DOI: 10.5281/ZENODO.17286107

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

Autores: Mateo Del Gallo, Giovanni Mazzuto, Filippo Emanuele Ciarapica, Maurizio Bevilacqua
Publicado en: Electronics, Edición 12, 2025, ISSN 2079-9292
Editor: MDPI AG
DOI: 10.3390/ELECTRONICS12234732

Sustainability

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

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

Autores: Hector Cañas, Josefa Mula, Francisco Campuzano-Bolarin
Publicado en: International Journal of Production Research, Edición 63, 2025, ISSN 0020-7543
Editor: Informa UK Limited
DOI: 10.1080/00207543.2024.2412828

Real-Time Environmental Monitoring in Smart Buildings Using Federated Learning

Autores: Pedro Ventura, Mohammad Khodamoradi, Ruben Costa, Paulo Figueiras, Ricardo Jardim-Gonçalves
Publicado en: Procedia Computer Science, Edición 263, 2025, ISSN 1877-0509
Editor: Elsevier BV
DOI: 10.1016/J.PROCS.2025.07.081

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

Autores: """Del Gallo et al. (UNIVPM) [e-mail]"""
Publicado en: Electronics, 2023, ISSN 2079-9292
Editor: MDPI
DOI: 10.3390/electronics12234732

Job shop smart manufacturing scheduling by deep reinforcement learning

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

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

Autores: Majsa Ammouriova, Antoni Guerrero, Veronika Tsertsvadze, Christin Schumacher, Angel A. Juan
Publicado en: Batteries, Edición 10, 2025, ISSN 2313-0105
Editor: MDPI AG
DOI: 10.3390/BATTERIES10120411

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

Autores: Antonio R. Uguina, Juan F. Gomez, Javier Panadero, Anna Martínez-Gavara, Angel A. Juan
Publicado en: Mathematics, Edición 12, 2025, ISSN 2227-7390
Editor: MDPI AG
DOI: 10.3390/MATH12111758

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

Autores: Mateo Del Gallo, Sara Antomarioni, Giovanni Mazzuto, Giulio Marcucci, Filippo Emanuele Ciarapica
Publicado en: Production & Manufacturing Research, Edición 12, 2024, ISSN 2169-3277
Editor: Informa UK Limited
DOI: 10.1080/21693277.2024.2332285

Integration of AI Use Cases in Training to Support Industry 4.0

Autores: Nazarenko, Artem; Zamiri, Majid; Sarraipa, Joao; Figueiras, Paulo; Jardim-Goncalves, Ricardo; Moalla, Néjib
Publicado en: Journal of Advances in Information Technology, 2024, ISSN 1798-2340
Editor: 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

Autores: """Leon et al. (UPV) [e-mail]"""
Publicado en: Mathematics, 2024, ISSN 2227-7390
Editor: MDPI
DOI: 10.3390/math12020271

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

Autores: """Elahi, M., Afolaranmi, S.O., Martinez Lastra, J.L. et al (TAU) [e-mail]"""
Publicado en: Discover Artificial Intelligence, 2023, ISSN 2731-0809
Editor: 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

Autores: """Juan et al. (UPV) [e-mail]"""
Publicado en: Batteries, 2023, ISSN 2313-0105
Editor: MDPI
DOI: 10.3390/batteries9080416

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

Autores: Marc Escoto, Antoni Guerrero, Elnaz Ghorbani, Angel A. Juan
Publicado en: Applied Sciences, Edición 14, 2025, ISSN 2076-3417
Editor: 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

Autores: Miguel Ángel Mateo-Casalí, Juan Pablo Fiesco, Beatriz Andres, Raul Poler
Publicado en: Dirección y Organización, 2025, ISSN 2171-6323
Editor: 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

Autores: Angel A. Juan, Carolina A. Marugan, Yusef Ahsini, Rafael Fornes, Javier Panadero, Xabier A. Martin
Publicado en: Batteries, Edición 9, 2025, ISSN 2313-0105
Editor: MDPI AG
DOI: 10.3390/BATTERIES9080416

Intelligent Retrofitting Paradigm for Conventional Machines towards the Digital Triplet Hierarchy

Autores: Hassan Alimam, Giovanni Mazzuto, Marco Ortenzi, Filippo Emanuele Ciarapica, Maurizio Bevilacqua
Publicado en: Sustainability, Edición 15, 2025, ISSN 2071-1050
Editor: MDPI AG
DOI: 10.3390/SU15021441

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

Autores: Xabier A. Martin, Rosa Herrero, Angel A. Juan, Javier Panadero
Publicado en: Mathematics, Edición 12, 2025, ISSN 2227-7390
Editor: MDPI AG
DOI: 10.3390/MATH12121873

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

Autores: Juliana Castaneda, Erika M. Herrera, Julio C. Londoño, Javier Panadero, Angel A. Juan
Publicado en: Transportation Research Procedia, Edición 71, 2025, ISSN 2352-1465
Editor: Elsevier BV
DOI: 10.1016/J.TRPRO.2023.11.066

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

Autores: Grigorios Tzionis, Georgia Kougka, Ilias Gialampoukidis, Stefanos Vrochidis, Ioannis Kompatsiaris, Maro Vlachopoulou
Publicado en: Applied Artificial Intelligence, Edición 39, 2025, ISSN 0883-9514
Editor: Informa UK Limited
DOI: 10.1080/08839514.2025.2515062

Book chapters (1)

A Methodology for Project Use Case Definition

Autores: Beatriz Andres, Faustino Alarcon, Daniel Cubero, Raul Poler
Publicado en: Lecture Notes on Data Engineering and Communications Technologies, IoT and Data Science in Engineering Management, 2023
Editor: 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

Autores: Hassan ALIMAM
Publicado en: 2025
Editor: IRIS UNIVPM
DOI: 10.5281/ZENODO.15083128