Research
PUBLICATIONS
| Publication | Contributors | Date | Doi |
|---|---|---|---|
| Integrating AutoML and LLMs to streamline the optimisation of production processes. A case study on GAMHE 5.0 pilot line | Y. J. Cruz, F. Castaño, A. Villalonga, R. Quiza, R. E. Haber | 2026 | https://doi.org/10.1080/00207543.2026.2631662 |
| A Data-Driven Approach for Predicting Remaining Useful Life of Semiconductor Devices Based on Machine Learning and Synthetic Data Generation: A Review and Case Study on SiC MOSFETs | Y. J. Cruz, F. Castano, A. Villalonga, M. Mishra, R. E. Haber | 2025 | https://doi.org/10.1109/ACCESS.2025.3596444 |
| Edge-Computing Framework for Human-Robot Collaboration in Industry 5.0: Enhancing Operator Well-Being and Efficiency in Manufacturing | A. Villalonga, Y. Cruz, R. Haber, L. Bastida, S. Sillaurren, F. Castano | 2025 | https://doi.org/10.1109/ICE/ITMC65658.2025.11106593 |
| Long Short-Term Memory Mixture Density Network for Remaining Useful Life Prediction of IGBTs | Y. J. Cruz, F. Castaño, R. E. Haber | 2025 | https://doi.org/10.3390/technologies13080321 |
| Automation and Robotics Pilot Lines in the Context of Industry 5.0 | R. Alonso, T. F. Sánchez, D. A. Alfaro, Y. J. Cruz, A. Villalonga, F. Castaño | 2025 | https://doi.org/10.3390/app15052510 |
| Sustainability metrics targeted optimization and electric discharge process modelling by neural networks | M. Sana, M. Asad, M. U. Farooq, M. Tlija, R. Haber | 2025 | https://doi.org/10.1038/s41598-024-78883-5 |
| Agent-Based Supervision for Service-Oriented Industrial Cyber–Physical Systems | A. Biskupovic, A. Villalonga, F. Castano, R. E. Haber, F. Nunez | 2025 | https://doi.org/10.1109/TII.2024.3514178 |
| Enhancing Quality Inspection in Zero-Defect Manufacturing Through Robotic-Machine Collaboration | A. Villalonga, Y. J. Cruz, D. Alfaro, R. E. Haber, J. L. Martinez-Lastra, F. Castano | 2024 | https://doi.org/10.1109/ROBOT61475.2024.10797427 |
| Energy Challenges and Smart Applications in Production Systems | K. Ejsmont, B. Gladysz, R. Haber | 2024 | https://doi.org/10.3390/en17225624 |
| Sustainable machining of Inconel 718 using minimum quantity lubrication: Artificial intelligence-based process modelling | M. U. Farooq, R. Kumar, A. Khan, J. Singh, S. Anwar, A. Verma, R. Haber | 2024 | https://doi.org/10.1016/j.heliyon.2024.e34836 |
| Enhancing high-speed EDM performance of hybrid aluminium matrix composite by genetic algorithm integrated neural network optimization | M. A. Ali, N. A. Mufti, M. Sana, M. Tlija, M. U. Farooq, R. Haber | 2024 | https://doi.org/10.1016/j.jmrt.2024.07.077 |
| Extending the operational lifespan of key components in a cyberphysical system. A method and case study. | F. Castaño, Y. J. Cruz, A. Villalonga, R. E. Haber | 2024 | https://doi.org/10.1109/ICSTCC62912.2024.10744758 |
| Automated machine learning methodology for optimizing production processes in small and medium-sized enterprises | Y. J. Cruz, A. Villalonga, F. Castaño, M. Rivas, R. E. Haber | 2024 | https://doi.org/10.1016/j.orp.2024.100308 |
| Multisided Business Model for Platform Offering AI Services | Book chapter | K. Ejsmont, B. Gladysz, N. Roczon, A. Bettoni, Z. M. Barut, R. E. Haber, E. Minisci | 2024 | https://doi.org/10.1007/978-3-031-46452-2_7 |
| Self-Reconfiguration for Smart Manufacturing Based on Artificial Intelligence: A Review and Case Study | Book chapter | Y. J. Cruz, F. Castaño, R. E. Haber, A. Villalonga, K. Ejsmont, B. Gladysz, Á. Flores, P. Alemany | 2024 | https://doi.org/10.1007/978-3-031-46452-2_8 |
| Predictive modelling framework on the basis of artificial neural network: A case of nano-powder mixed electric discharge machining | M. Sana, M. U. Farooq, S. Anwar, R. E. Haber | 2023 | https://doi.org/10.1016/j.heliyon.2023.e22508 |
| Data-Driven Insights on Time-to-Failure of Electromechanical Manufacturing Devices: A Procedure and Case Study | F. Castano, Y. J. Cruz, A. Villalonga, R. E. Haber | 2023 | https://doi.org/10.1109/TII.2022.3216629 |
| Sustainable machining of additive manufactured SS-316L underpinning low carbon manufacturing goal | M. U. Farooq, S. Anwar, R. Ullah, R. E. Haber | 2023 | https://doi.org/10.1016/j.jmrt.2023.03.122 |
| Helical Milling of CFRP/Ti6Al4V Stacks Using Nano Fluid Based Minimum Quantity Lubrication (NF-MQL): Investigations on Process Performance and Hole Integrity | K. Mughal, M. P. Mughal, M. U. Farooq, M. Q. Saleem, R. E. Haber | 2023 | https://doi.org/10.3390/ma16020566 |
| A two-step machine learning approach for dynamic model selection: A case study on a micro milling process | Y. J. Cruz, M. Rivas, R. Quiza, R. E. Haber, F. Castaño, A. Villalonga | 2022 | https://doi.org/10.1016/j.compind.2022.103764 |
| Engineering Self-Adaptive Capabilities in Wireless Sensors Based on Control Algorithms and Model-Based Design Methodologies | R. M. Del Toro Matamoros, A. Pruteanu, R. E. Haber | 2022 | https://doi.org/10.20944/preprints202212.0157.v1 |
| A Novel Flushing Mechanism to Minimize Roughness and Dimensional Errors during Wire Electric Discharge Machining of Complex Profiles on Inconel 718 | M. U. Farooq, S. Anwar, M. S. Kumar, A. AlFaify, M. A. Ali, R. Kumar, R. E. Haber | 2022 | https://doi.org/10.3390/ma15207330 |
| Ontology-Driven Guidelines for Architecting Digital Twins in Factory Automation Applications | W. M. Mohammed, R. E. Haber, J. L. Martinez Lastra | 2022 | https://doi.org/10.3390/machines10100861 |
| A decision-making framework for dynamic scheduling of cyber-physical production systems based on digital twins | A. Villalonga, E. Negri, G. Biscardo, F. Castano, R. E. Haber, L. Fumagalli, M. Macchi | 2021 | https://doi.org/10.1016/j.arcontrol.2021.04.008 |
| Ensemble of convolutional neural networks based on an evolutionary algorithm applied to an industrial welding process | Y. J. Cruz, M. Rivas, R. Quiza, A. Villalonga, R. E. Haber, G. Beruvides | 2021 | https://doi.org/10.1016/j.compind.2021.103530 |
| Needs, Requirements and a Concept of a Tool Condition Monitoring System for the Aerospace Industry | S. Bombiński, J. Kossakowska, M. Nejman, R. E. Haber, F. Castaño, R. Fularski | 2021 | https://doi.org/10.3390/s21155086 |
| The fuzzy Kalman filter: Improving its implementation by reformulating uncertainty representation | F. Matía, V. Jiménez, B. P. Alvarado, R. E. Haber | 2021 | https://doi.org/10.1016/j.fss.2019.10.015 |
| Digital twin-based Optimization on the basis of Grey Wolf Method. A Case Study on Motion Control Systems | R. E. Haber, S. Strzelczak, Z. Miljkovic, F. Castano, L. Fumagalli, M. Petrovic | 2021 | https://doi.org/10.1109/ICPS48405.2020.9274728 |
| Local decision making based on distributed digital twin framework | A. Villalonga, E. Negri, L. Fumagalli, M. MacChi, F. Castaño, R. E. Haber | 2020 | https://doi.org/10.1016/j.ifacol.2020.12.2806 |
| Model-free control for machine tools | J. Villagra, C. Join, R. E. Haber, M. Fliess | 2020 | https://doi.org/10.48550/arXiv.2005.08546 |
| Quality monitoring of complex manufacturing systems on the basis of model driven approach | F. Castaño, R. E. Haber, W. M. Mohammed, M. Nejman, A. Villalonga, J. L. Martinez Lastra | 2020 | https://doi.org/10.12989/sss.2020.26.4.495 |
| Towards Sustainability of Manufacturing Processes by Multiobjective Optimization: A Case Study on a Submerged Arc Welding Process | D. Rivas, R. Quiza, M. Rivas, R. E. Haber | 2020 | https://doi.org/10.1109/ACCESS.2020.3040196 |
| Cloud-Based Industrial Cyber–Physical System for Data-Driven Reasoning: A Review and Use Case on an Industry 4.0 Pilot Line | A. Villalonga, G. Beruvides, F. Castano, R. E. Haber | 2020 | https://doi.org/10.1109/TII.2020.2971057 |
| Computer Vision System for Welding Inspection of Liquefied Petroleum Gas Pressure Vessels Based on Combined Digital Image Processing and Deep Learning Techniques | Y. J. Cruz, M. Rivas, R. Quiza, G. Beruvides, R. E. Haber | 2020 | https://doi.org/10.3390/s20164505 |
| Digital Twin-Based Optimization for Ultraprecision Motion Systems With Backlash and Friction | R. E. Haber, R. Quiza, A. Villalonga, J. Arenas, F. Castano | 2019 | https://doi.org/10.1109/ACCESS.2019.2928141 |
| Optimal tuning of cascade controllers for feed drive systems using particle swarm optimization | M. Petrovic, A. Villalonga, Z. Miljkovic, F. Castano, S. Strzelczak, R. E. Haber | 2019 | https://doi.org/10.1109/INDIN41052.2019.8972132 |
| Visual analytics framework for condition monitoring in cyber-physical systems | A. Villalonga, F. Castano, G. Beruvides, R. E. Haber, S. Strzelczak, J. Kossakowska | 2019 | https://doi.org/10.1109/ICSTCC.2019.8885611 |
| Sensor Reliability in Cyber-Physical Systems Using Internet-of-Things Data A Review and Case Study | F. Castaño, S. Strzelczak, A. Villalonga, R. E. Haber, J. Kossakowska | 2019 | https://doi.org/10.3390/rs11192252 |
| Towards Sensor Reliability Using Internet-of-Things LiDAR Data in a Cyber-Physical System | F. Castaño, A. Villalonga, R. E. Haber, J. Kossakowska, S. Strzelczak | 2019 | https://doi.org/10.20944/preprints201907.0311.v1 |
| Automatic Selection of Optimal Parameters Based on Simple Soft-Computing Methods: A Case Study of Micromilling Processes | I. la Fe-Perdomo, G. Beruvides, R. Quiza, R. Haber, M. Rivas | 2019 | https://doi.org/10.1109/TII.2018.2816971 |
| Agent-Based Supervision for Service-Oriented Industrial Cyber–Physical Systems | A. Biskupovic, A. Villalonga, F. Castaño, R. E. Haber and F. Núñez | 2024 | https://doi.org/10.1109/TII.2024.3514178 |