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CORDIS - EU research results
CORDIS

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

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

Publications

Why is the Winner the Best? (opens in new window)

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

Artificial Neural Networks to Obtain the Machining Parameters for a Compliant Part in a Single Re-Machining Step (opens in new window)

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

Modelado integrado de fuerzas y motores de induccion aplicado al proceso de fresado (opens in new window)

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

A Model for the Multidepot Multiple Travelling Salesman Problem and Advanced Resolution Strategies (opens in new window)

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

From labs to lecture halls: Understanding the crossroad of EU R&D projects and marketing education at universities (opens in new window)

Author(s): """Serrano et al. (UPV) jserrano@cigip.upv.es """
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 (opens in new window)

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

Smart Retrofit Solution: An Architecture for Digital Innovation (opens in new window)

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

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 (opens in new window)

Author(s): """Serrano et al. (UPV) jserrano@cigip.upv.es """
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 (opens in new window)

Author(s): """Del Gallo et al. (UNIVPM) m.delgallo@pm.univpm.it"""
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 (opens in new window)

Author(s): """Martín et al. (UPV) xamarsol@upv.edu.es"""
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 (opens in new window)

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 (opens in new window)

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 (opens in new window)

Author(s): """Pietrangeli et al. (UNIVPM) i.pietrangeli@pm.univpm.it"""
Published in: Machines, 2023, ISSN 2075-1702
Publisher: MDPI
DOI: 10.3390/machines11050523

Algorithms (opens in new window)

Author(s): """Fuentes León et al. (UPV) ajuanp@upv.es"""
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 (opens in new window)

Author(s): """Concetti et al. (UNIVPM) l.concetti@staff.univpm.it"""
Published in: Applied Sciences, 2023, ISSN 2076-3417
Publisher: MDPI
DOI: 10.3390/app13063725

Alignment and Improvement of Shape-From-Silhouette Reconstructed 3D Objects (opens in new window)

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? (opens in new window)

Author(s): """Eisenmann et al. dejan.stepec@xlab.si"""
Published in: arXiv 2023, 2023, ISSN 1063-6919
Publisher: IEEE Computer Vision Foundation
DOI: 10.48550/arXiv.2303.17719

Algorithms (opens in new window)

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

Artificial Intelligence to Solve Production Scheduling Problems in Real Industrial Settings: Systematic Literature Review (opens in new window)

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 (opens in new window)

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

Artificial Intelligence to Solve Production Scheduling Problems in Real Industrial Settings: Systematic Literature Review (opens in new window)

Author(s): """Del Gallo et al. (UNIVPM) m.delgallo@pm.univpm.it"""
Published in: Electronics, 2023, ISSN 2079-9292
Publisher: MDPI
DOI: 10.3390/electronics12234732

Job shop smart manufacturing scheduling by deep reinforcement learning (opens in new window)

Author(s): """Serrano et al. (UPV) jserrano@cigip.upv.es """
Published in: Journal of Industrial Information Integration, 2024, ISSN 2452-414X
Publisher: Elsevier
DOI: 10.1016/j.jii.2024.100582

A self-learning framework combining association rules and mathematical models to solve production scheduling programs (opens in new window)

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 (opens in new window)

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 (opens in new window)

Author(s): """Leon et al. (UPV) ajuanp@upv.es"""
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 (opens in new window)

Author(s): """Elahi, M., Afolaranmi, S.O., Martinez Lastra, J.L. et al (TAU) samuel.afolaranmi@tuni.fi"""
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 (opens in new window)

Author(s): """Juan et al. (UPV) ajuanp@cigip.upv.es"""
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 (opens in new window)

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

An Agile Adaptive Biased-Randomized Discrete-Event Heuristic for the Resource-Constrained Project Scheduling Problem (opens in new window)

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

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