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

Informacje na temat projektu

AIDEAS

Identyfikator umowy o grant: 101057294

DOI

10.3030/101057294

Projekt został zamknięty

Data podpisania przez KE 24 Maja 2022

Data rozpoczęcia 1 Października 2022

Data zakończenia 30 Września 2025

Finansowanie w ramach

• Digital, Industry and Space

Koszt całkowity

€ 6 610 338,75

Wkład UE

€ 5 999 694,00

Koordynowany przez

ETHNIKO KENTRO EREVNAS KAI TECHNOLOGIKIS ANAPTYXIS
Greece

CORDIS oferuje możliwość skorzystania z odnośników do publicznie dostępnych publikacji i rezultatów projektów realizowanych w ramach programów ramowych HORYZONT.

Odnośniki do rezultatów i publikacji związanych z poszczególnymi projektami 7PR, a także odnośniki do niektórych konkretnych kategorii wyników, takich jak zbiory danych i oprogramowanie, są dynamicznie pobierane z systemu OpenAIRE .

Rezultaty

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

Publikacje

Conference proceedings (43)

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

Autorzy: Ilaria Pietrangeli, Giovanni Mazzuto, Filippo Emanuele Ciarapica, Jone Uribetxebarria, Ana Gómez González, Grigorios Tzionis
Opublikowane w: 2024
Wydawca: Zenodo
DOI: 10.5281/ZENODO.17303630

AI tools for conditioning evaluation and anomaly detection

Autorzy: Gómez, Ana; Espadas, Rafael; Zubizarreta, Ainhoa; Leturiondo, Urko
Opublikowane w: 2024
Wydawca: Zenodo
DOI: 10.5281/ZENODO.12644664

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

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

Artificial Intelligence to Support Collaboration in the Industrial Equipment Life Cycle

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

AI Applications in the Configuration and Calibration of Industrial Machines

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

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

Autorzy: José Ferreira, João Pedro Mendonça, Jorge S. Calado, Ricardo Jardim-Gonçalves
Opublikowane w: Proceedings of the I-ESA Conferences, Enterprise Interoperability XI, 2025
Wydawca: 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

Autorzy: Mateo Del Gallo
Opublikowane w: 2023
Wydawca: Zenodo
DOI: 10.5281/ZENODO.17288910

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

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

Optimising Machinery Utilisation by Applying Artificial Intelligence

Autorzy: Miguel Ángel Mateo-Casali, Juan Pablo Fiesco, Beatriz Andres, Raul Poler
Opublikowane w: 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
Wydawca: Springer Nature Switzerland
DOI: 10.1007/978-3-031-57996-7_76

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

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

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

Autorzy: Pietrangeli; Mazzuto; Ciarapica; Bevilacqua; Defant
Opublikowane w: 2024
Wydawca: Zenodo
DOI: 10.5281/ZENODO.17288994

Artificial Intelligence to Support Collaboration in the Industrial Equipment Life Cycle

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

Enterprise Interoperability XI

Opublikowane w: Proceedings of the I-ESA Conferences, 2025
Wydawca: Springer Nature Switzerland
DOI: 10.1007/978-3-031-93995-2

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

Autorzy: Trojaola, I.; Elorza, I.; Nieto-Ramos, E.
Opublikowane w: 2023
Wydawca: Zenodo
DOI: 10.5281/ZENODO.8424905

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

Autorzy: Beatriz Andres, Juan Pablo Fiesco, Raul Poler, Miguel A. Mateo-Casali
Opublikowane w: Lecture Notes on Data Engineering and Communications Technologies, Organizational Engineering, Coping with Complexity, 2025
Wydawca: 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

Autorzy: """Trojaola et al. (IKERLAN) itrojaola@ikerlan"""
Opublikowane w: XLIV Jornadas de Automática 2023, 2023
Wydawca: """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

Autorzy: Mateo Del Gallo
Opublikowane w: 2024
Wydawca: 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

Autorzy: Gómez, Ana, Espadas, Rafael, Zubizarreta, Ainhoa, Carrascal, Eneko, Leturiondo, Urko
Opublikowane w: 2025
Wydawca: Zenodo
DOI: 10.5281/ZENODO.14230011

Ethical Considerations in Interoperability

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

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

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

Why is the winner the best

Autorzy: Matthias Eisenmann, Dejan Štepec, et al.
Opublikowane w: 2023
Wydawca: Zenodo
DOI: 10.5281/ZENODO.8113175

AI-based solutions for Industrial Equipment Use

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

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

Autorzy: Juan Pablo Fiesco, Ana Esteso, M. M. E. Alemany, Raúl Poler
Opublikowane w: Lecture Notes on Data Engineering and Communications Technologies, Organizational Engineering, Coping with Complexity, 2025
Wydawca: 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

Autorzy: José Ferreira, João Pedro Mendonça, Tal Soffer, Ricardo Jardim Gonçalves
Opublikowane w: Volume 2: Advanced Manufacturing, 2025
Wydawca: 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

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

Artificial Neural Networks approach for Digital Twin modelling of an ejector

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

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

Autorzy: Grigorios Tzionis, Myrsini Ntemi, Ilias Gialampoukidis, Stefanos Vrochidis, Ioannis Kompatsiaris, Maro Vlachopoulou
Opublikowane w: Proceedings of the I-ESA Conferences, Enterprise Interoperability XI, 2025
Wydawca: 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

Autorzy: 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,
Opublikowane w: 2025
Wydawca: Zenodo
DOI: 10.5281/ZENODO.13349163

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

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

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

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

Artificial Intelligence Decision Systems to Support Industrial Equipment Manufacturing

Autorzy: Beatriz Andres, Miguel Angel Mateo-Casali, Juan Pablo Fiesco, Raul Poler
Opublikowane w: 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
Wydawca: Springer Nature Switzerland
DOI: 10.1007/978-3-031-57996-7_75

Optimising Machinery Utilisation by Applying Artificial Intelligence

Autorzy: Miguel Ángel Mateo-Casali, Juan Pablo Fiesco, Beatriz Andres, Raul Poler
Opublikowane w: 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
Wydawca: 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

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

Artificial Intelligence Decision Systems to Support Industrial Equipment Manufacturing

Autorzy: Beatriz Andres, Miguel Angel Mateo-Casali, Juan Pablo Fiesco, Raul Poler
Opublikowane w: 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
Wydawca: Springer Nature Switzerland
DOI: 10.1007/978-3-031-57996-7_75

Enhancing Machinery Design by Using Artificial Intelligence

Autorzy: Juan Pablo Fiesco, Miguel Angel Mateo-Casali, Beatriz Andres, Raul Poler
Opublikowane w: 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
Wydawca: Springer Nature Switzerland
DOI: 10.1007/978-3-031-57996-7_59

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

Autorzy: 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
Opublikowane w: 2025 IEEE International Conference on Engineering, Technology, and Innovation (ICE/ITMC), 2025
Wydawca: IEEE
DOI: 10.1109/ICE/ITMC65658.2025.11106528

Smart Tuning of Algorithm Parameters by Deep Reinforcement Learning

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

AI-based Solutions for Optimising Industrial Equipment Manufacturing

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

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

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

Enhancing Machinery Design by Using Artificial Intelligence

Autorzy: Juan Pablo Fiesco, Miguel Angel Mateo-Casali, Beatriz Andres, Raul Poler
Opublikowane w: 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
Wydawca: Springer Nature Switzerland
DOI: 10.1007/978-3-031-57996-7_59

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

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

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

Autorzy: Oleg Grauberger, Kai Wenz, Marius Dörner, Alexander Schulz
Opublikowane w: 2025 IEEE International Conference on Engineering, Technology, and Innovation (ICE/ITMC), 2025
Wydawca: IEEE
DOI: 10.1109/ICE/ITMC65658.2025.11106547

Smart Retrofit Solution: An Architecture for Digital Innovation

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

Other (9)

AIDEAS UPV Fabrication_Dataset UPV-FD

Autorzy: Universitat Politècnica de València
Opublikowane w: 2024
Wydawca: Zenodo
DOI: 10.5281/ZENODO.11471802

Why is the Winner the Best?

Autorzy: 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
Opublikowane w: 2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2023
Wydawca: Zenodo
DOI: 10.5281/ZENODO.8113175

AIDEAS_UPV_Delivery_Dataset_UPV-DD

Autorzy: Universitat Politècnica de València
Opublikowane w: 2024
Wydawca: Zenodo
DOI: 10.5281/ZENODO.11471917

Metadata Design Optimisation Dataset

Autorzy: Oleg Grauberger, Grigorios Tzionis
Opublikowane w: 2025
Wydawca: Zenodo
DOI: 10.5281/ZENODO.15720265

Experimental data: Adaptive Production Rescheduling System for Managing Unforeseen Disruptions

Autorzy: Figueroa Ávila, Andy José
Opublikowane w: 2024
Wydawca: Zenodo
DOI: 10.5281/ZENODO.13881302

AIDEAS UPV Procurement Dataset UPV-APD

Autorzy: Universitat Politècnica de València
Opublikowane w: 2025
Wydawca: Zenodo
DOI: 10.5281/ZENODO.11471334

AI-DISS: Dataset for classification of cutting tools

Autorzy: Mateo Del Gallo,Ilaria Pietrangeli, Tommaso Canullo,Giovanni Mazzuto, Filippo Emanuele Ciarapica, Fabrizio Defant
Opublikowane w: 2025
Wydawca: Zenodo
DOI: 10.5281/ZENODO.15056947

Images of Oranges without hidden surfaces

Autorzy: García Sastre, Nicolás
Opublikowane w: 2025
Wydawca: Zenodo
DOI: 10.5281/ZENODO.14935122

AIDEAS Project Launch Press Release

Autorzy: AIDEAS Consortium
Opublikowane w: 2022
Wydawca: 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

Autorzy: Mattia Neroni, Massimo Bertolini, Angel A. Juan
Opublikowane w: Algorithms, Numer 17, 2025, ISSN 1999-4893
Wydawca: MDPI AG
DOI: 10.3390/A17010046

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

Autorzy: Grigorios Tzionis, Georgia Kougka, Ilias Gialampoukidis, Stefanos Vrochidis, Ioannis Kompatsiaris, Maro Vlachopoulou
Opublikowane w: Applied Artificial Intelligence, Numer 39, 2025, ISSN 0883-9514
Wydawca: Informa UK Limited
DOI: 10.1080/08839514.2025.2515062

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

Autorzy: José Ferreira, Jorge Calado, Rui Branco, Manuela Azevedo, Carlos Agostinho, Ricardo Jardim-Gonçalves
Opublikowane w: IFAC-PapersOnLine, Numer 59, 2025, ISSN 2405-8963
Wydawca: Elsevier BV
DOI: 10.1016/J.IFACOL.2025.09.492

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

Autorzy: Lodovico Basilici Menini, Giulio Marcucci, Filippo Emanuele Ciarapica, Maurizio Bevilacqua
Opublikowane w: IFAC-PapersOnLine, Numer 59, 2025, ISSN 2405-8963
Wydawca: Elsevier BV
DOI: 10.1016/J.IFACOL.2025.09.313

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

Autorzy: Antoni Guerrero, Marc Escoto, Majsa Ammouriova, Yangchongyi Men, Angel A. Juan
Opublikowane w: Mathematics, Numer 13, 2025, ISSN 2227-7390
Wydawca: 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

Autorzy: Mattia Neroni, Massimo Bertolini, Angel A. Juan
Opublikowane w: Algorithms, Numer 17, 2025, ISSN 1999-4893
Wydawca: 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

Autorzy: """Serrano et al. (UPV) [e-mail] """
Opublikowane w: Journal of Intelligent Manufacturing, 2024, ISSN 1572-8145
Wydawca: 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

Autorzy: """Del Gallo et al. (UNIVPM) [e-mail]"""
Opublikowane w: Management and Production Engineering Review, 2024, ISSN 2080-8208
Wydawca: 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

Autorzy: """Martín et al. (UPV) [e-mail]"""
Opublikowane w: Applied Sciences, 2023, ISSN 2076-3417
Wydawca: MDPI
DOI: 10.3390/app13063708

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

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

Adaptive Production Rescheduling System for Managing Unforeseen Disruptions

Autorzy: Andy J. Figueroa; Raul Poler; Beatriz Andres
Opublikowane w: Mathematics, 2024, ISSN 2227-7390
Wydawca: MDPI AG
DOI: 10.3390/MATH12223478

Smart Retrofit: An Innovative and Sustainable Solution

Autorzy: """Pietrangeli et al. (UNIVPM) [e-mail]"""
Opublikowane w: Machines, 2023, ISSN 2075-1702
Wydawca: MDPI
DOI: 10.3390/machines11050523

Job shop smart manufacturing scheduling by deep reinforcement learning

Autorzy: Julio C. Serrano-Ruiz, Josefa Mula, Raul Poler
Opublikowane w: Journal of Industrial Information Integration, Numer 38, 2024, ISSN 2452-414X
Wydawca: 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

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

Adaptive Production Rescheduling System for Managing Unforeseen Disruptions

Autorzy: Andy J. Figueroa, Raul Poler, Beatriz Andres
Opublikowane w: Mathematics, Numer 12, 2025, ISSN 2227-7390
Wydawca: MDPI AG
DOI: 10.3390/MATH12223478

Algorithms

Autorzy: """Fuentes León et al. (UPV) [e-mail]"""
Opublikowane w: Algorithms, 2023, ISSN 1999-4893
Wydawca: MDPI
DOI: 10.3390/a16090408h

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

Autorzy: """Concetti et al. (UNIVPM) [e-mail]"""
Opublikowane w: Applied Sciences, 2023, ISSN 2076-3417
Wydawca: MDPI
DOI: 10.3390/app13063725

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

Autorzy: Alberto J. Perez, Javier Perez-Soler, Juan-Carlos Perez-Cortes, Jose-Luis Guardiola
Opublikowane w: IEEE Access, Numer 12, 2024, ISSN 2169-3536
Wydawca: Institute of Electrical and Electronics Engineers (IEEE)
DOI: 10.1109/ACCESS.2024.3407341

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

Autorzy: Alberto J. Perez, Javier Perez-Soler, Juan-Carlos Perez-Cortes, Jose-Luis Guardiola
Opublikowane w: IEEE Access, Numer 12, 2024, ISSN 2169-3536
Wydawca: Institute of Electrical and Electronics Engineers (IEEE)
DOI: 10.1109/ACCESS.2024.3407341

Why is the winner the best?

Autorzy: """Eisenmann et al. [e-mail]"""
Opublikowane w: arXiv 2023, 2023, ISSN 1063-6919
Wydawca: IEEE Computer Vision Foundation
DOI: 10.48550/arXiv.2303.17719

Algorithms

Autorzy: Mattia Neroni; Massimo Bertolini; Angel A. Juan
Opublikowane w: Algorithms, 2024, ISSN 1999-4893
Wydawca: MDPI AG
DOI: 10.3390/A17010046

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

Autorzy: Xabier A. Martin, Rosa Herrero, Angel A. Juan, Javier Panadero
Opublikowane w: Mathematics, Numer 12, 2025, ISSN 2227-7390
Wydawca: 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

Autorzy: Julio C. Serrano-Ruiz, Jose Ferreira, Ricardo Jardim-Goncalves, Angel Ortiz
Opublikowane w: 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
Wydawca: Journal of Intelligent Manufacturing
DOI: 10.5281/ZENODO.17286107

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

Autorzy: Mateo Del Gallo, Giovanni Mazzuto, Filippo Emanuele Ciarapica, Maurizio Bevilacqua
Opublikowane w: Electronics, Numer 12, 2025, ISSN 2079-9292
Wydawca: MDPI AG
DOI: 10.3390/ELECTRONICS12234732

Sustainability

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

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

Autorzy: Hector Cañas, Josefa Mula, Francisco Campuzano-Bolarin
Opublikowane w: International Journal of Production Research, Numer 63, 2025, ISSN 0020-7543
Wydawca: Informa UK Limited
DOI: 10.1080/00207543.2024.2412828

Real-Time Environmental Monitoring in Smart Buildings Using Federated Learning

Autorzy: Pedro Ventura, Mohammad Khodamoradi, Ruben Costa, Paulo Figueiras, Ricardo Jardim-Gonçalves
Opublikowane w: Procedia Computer Science, Numer 263, 2025, ISSN 1877-0509
Wydawca: Elsevier BV
DOI: 10.1016/J.PROCS.2025.07.081

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

Autorzy: """Del Gallo et al. (UNIVPM) [e-mail]"""
Opublikowane w: Electronics, 2023, ISSN 2079-9292
Wydawca: MDPI
DOI: 10.3390/electronics12234732

Job shop smart manufacturing scheduling by deep reinforcement learning

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

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

Autorzy: Majsa Ammouriova, Antoni Guerrero, Veronika Tsertsvadze, Christin Schumacher, Angel A. Juan
Opublikowane w: Batteries, Numer 10, 2025, ISSN 2313-0105
Wydawca: MDPI AG
DOI: 10.3390/BATTERIES10120411

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

Autorzy: Antonio R. Uguina, Juan F. Gomez, Javier Panadero, Anna Martínez-Gavara, Angel A. Juan
Opublikowane w: Mathematics, Numer 12, 2025, ISSN 2227-7390
Wydawca: MDPI AG
DOI: 10.3390/MATH12111758

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

Autorzy: Mateo Del Gallo, Sara Antomarioni, Giovanni Mazzuto, Giulio Marcucci, Filippo Emanuele Ciarapica
Opublikowane w: Production & Manufacturing Research, Numer 12, 2024, ISSN 2169-3277
Wydawca: Informa UK Limited
DOI: 10.1080/21693277.2024.2332285

Integration of AI Use Cases in Training to Support Industry 4.0

Autorzy: Nazarenko, Artem; Zamiri, Majid; Sarraipa, Joao; Figueiras, Paulo; Jardim-Goncalves, Ricardo; Moalla, Néjib
Opublikowane w: Journal of Advances in Information Technology, 2024, ISSN 1798-2340
Wydawca: 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

Autorzy: """Leon et al. (UPV) [e-mail]"""
Opublikowane w: Mathematics, 2024, ISSN 2227-7390
Wydawca: MDPI
DOI: 10.3390/math12020271

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

Autorzy: """Elahi, M., Afolaranmi, S.O., Martinez Lastra, J.L. et al (TAU) [e-mail]"""
Opublikowane w: Discover Artificial Intelligence, 2023, ISSN 2731-0809
Wydawca: 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

Autorzy: """Juan et al. (UPV) [e-mail]"""
Opublikowane w: Batteries, 2023, ISSN 2313-0105
Wydawca: MDPI
DOI: 10.3390/batteries9080416

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

Autorzy: Marc Escoto, Antoni Guerrero, Elnaz Ghorbani, Angel A. Juan
Opublikowane w: Applied Sciences, Numer 14, 2025, ISSN 2076-3417
Wydawca: 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

Autorzy: Miguel Ángel Mateo-Casalí, Juan Pablo Fiesco, Beatriz Andres, Raul Poler
Opublikowane w: Dirección y Organización, 2025, ISSN 2171-6323
Wydawca: 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

Autorzy: Angel A. Juan, Carolina A. Marugan, Yusef Ahsini, Rafael Fornes, Javier Panadero, Xabier A. Martin
Opublikowane w: Batteries, Numer 9, 2025, ISSN 2313-0105
Wydawca: MDPI AG
DOI: 10.3390/BATTERIES9080416

Intelligent Retrofitting Paradigm for Conventional Machines towards the Digital Triplet Hierarchy

Autorzy: Hassan Alimam, Giovanni Mazzuto, Marco Ortenzi, Filippo Emanuele Ciarapica, Maurizio Bevilacqua
Opublikowane w: Sustainability, Numer 15, 2025, ISSN 2071-1050
Wydawca: MDPI AG
DOI: 10.3390/SU15021441

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

Autorzy: Xabier A. Martin, Rosa Herrero, Angel A. Juan, Javier Panadero
Opublikowane w: Mathematics, Numer 12, 2025, ISSN 2227-7390
Wydawca: MDPI AG
DOI: 10.3390/MATH12121873

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

Autorzy: Juliana Castaneda, Erika M. Herrera, Julio C. Londoño, Javier Panadero, Angel A. Juan
Opublikowane w: Transportation Research Procedia, Numer 71, 2025, ISSN 2352-1465
Wydawca: Elsevier BV
DOI: 10.1016/J.TRPRO.2023.11.066

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

Autorzy: Grigorios Tzionis, Georgia Kougka, Ilias Gialampoukidis, Stefanos Vrochidis, Ioannis Kompatsiaris, Maro Vlachopoulou
Opublikowane w: Applied Artificial Intelligence, Numer 39, 2025, ISSN 0883-9514
Wydawca: Informa UK Limited
DOI: 10.1080/08839514.2025.2515062

Book chapters (1)

A Methodology for Project Use Case Definition

Autorzy: Beatriz Andres, Faustino Alarcon, Daniel Cubero, Raul Poler
Opublikowane w: Lecture Notes on Data Engineering and Communications Technologies, IoT and Data Science in Engineering Management, 2023
Wydawca: 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

Autorzy: Hassan ALIMAM
Opublikowane w: 2025
Wydawca: IRIS UNIVPM
DOI: 10.5281/ZENODO.15083128