Alberto Villalonga

18 papers C 2Journal 11Unranked 5
YearRankTypeTitle / Venue / Authors
2025 J jnl
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.
IEEE Access
Yarens J. Cruz, Fernando Castaño, Alberto Villalonga, Madhav Mishra, Rodolfo E. Haber
2025 J jnl
Agent-Based Supervision for Service-Oriented Industrial Cyber-Physical Systems.
IEEE Trans. Ind. Informatics
Angel Biskupovic, Alberto Villalonga, Fernando Castaño, Rodolfo E. Haber, Felipe Núñez
2024 — conf
Enhancing Quality Inspection in Zero-Defect Manufacturing Through Robotic-Machine Collaboration.
ROBOT
Alberto Villalonga, Yarens J. Cruz, Diego Alfaro, Rodolfo E. Haber, José L. Martínez Lastra, Fernando Castaño
2024 — conf
Extending the operational lifespan of key components in a cyberphysical system. A method and case study.
ICSTCC
Fernando Castaño, Yarens J. Cruz, Rodolfo E. Haber, Alberto Villalonga
2023 J jnl
Data-Driven Insights on Time-to-Failure of Electromechanical Manufacturing Devices: A Procedure and Case Study.
IEEE Trans. Ind. Informatics
Fernando Castaño, Yarens J. Cruz, Alberto Villalonga, Rodolfo E. Haber
2022 J jnl
A two-step machine learning approach for dynamic model selection: A case study on a micro milling process.
Comput. Ind.
Yarens J. Cruz, Marcelino Rivas, Ramón Quiza, Rodolfo E. Haber, Fernando Castaño, Alberto Villalonga
2021 J jnl
A decision-making framework for dynamic scheduling of cyber-physical production systems based on digital twins.
Annu. Rev. Control.
Alberto Villalonga, Elisa Negri, Giacomo Biscardo, Fernando Castaño, Rodolfo E. Haber, Luca Fumagalli, Marco Macchi
2021 J jnl
Ensemble of convolutional neural networks based on an evolutionary algorithm applied to an industrial welding process.
Comput. Ind.
Yarens J. Cruz, Marcelino Rivas, Ramón Quiza, Alberto Villalonga, Rodolfo E. Haber, Gerardo Beruvides
2020 J jnl
Cloud-Based Industrial Cyber-Physical System for Data-Driven Reasoning: A Review and Use Case on an Industry 4.0 Pilot Line.
IEEE Trans. Ind. Informatics
Alberto Villalonga, Gerardo Beruvides, Fernando Castaño, Rodolfo E. Haber
2020 — conf
Training an Under-actuated Gripper for Grasping Shallow Objects Using Reinforcement Learning.
ICPS
Wael M. Mohammed, Miroslaw Nejman, Fernando Castaño, Jose L. Martinez Lastra, Stanislaw Strzelczak, Alberto Villalonga
2019 J jnl
Digital Twin-Based Optimization for Ultraprecision Motion Systems With Backlash and Friction.
IEEE Access
Rodolfo Haber-Guerra, Ramón Quiza, Alberto Villalonga, Javier Arenas, Fernando Castaño
2019 C conf
Optimal Tuning of Cascade Controllers for Feed Drive Systems using Particle Swarm Optimization.
INDIN
Milica Petrovic, Alberto Villalonga, Zoran Miljkovic, Fernando Castaño, Stanislaw Strzelczak, Rodolfo E. Haber
2019 J jnl
Sensor Reliability in Cyber-Physical Systems Using Internet-of-Things Data: A Review and Case Study.
Remote. Sens.
Fernando Castaño, Stanislaw Strzelczak, Alberto Villalonga, Rodolfo E. Haber, Joanna Kossakowska
2019 — conf
Visual Analytics Framework for Condition Monitoring in Cyber-Physical Systems.
ICSTCC
Alberto Villalonga, Fernando Castaño, Gerardo Beruvides, Rodolfo E. Haber, Stanislaw Strzelczak, Joanna Kossakowska
2018 — conf
Industrial cyber-physical system for condition-based monitoring in manufacturing processes.
ICPS
Alberto Villalonga, Gerardo Beruvides, Fernando Castaño, Rodolfo E. Haber
2018 J jnl
Self-Tuning Method for Increased Obstacle Detection Reliability Based on Internet of Things LiDAR Sensor Models.
Sensors
Fernando Castaño, Gerardo Beruvides, Alberto Villalonga, Rodolfo E. Haber
2018 C conf
Towards the Adoption of Cyber-Physical Systems of Systems Paradigm in Smart Manufacturing Environments.
INDIN
Borja Ramis Ferrer, Wael M. Mohammed, Jose L. Martinez Lastra, Alberto Villalonga, Gerardo Beruvides, Fernando Castaño, Rodolfo E. Haber
2017 J jnl
Coping with Complexity When Predicting Surface Roughness in Milling Processes: Hybrid Incremental Model with Optimal Parametrization.
Complex.
Gerardo Beruvides, Fernando Castaño, Rodolfo E. Haber, Ramón Quiza Sardiñas, Alberto Villalonga