Alberto Villalonga

Publication Activity (10 Years)

Years Active: 2017-2023
Publications (10 Years): 14

Top Topics

Convolutional Neural Networks

Reinforcement Learning

Cyber Physical Systems

Top Venues

IEEE Trans. Ind. Informatics

Publications

Fernando Castaño, Yarens J. Cruz, Alberto Villalonga, Rodolfo E. Haber
Data-Driven Insights on Time-to-Failure of Electromechanical Manufacturing Devices: A Procedure and Case Study. IEEE Trans. Ind. Informatics 19 (5) (2023)
Yarens J. Cruz, Marcelino Rivas, Ramón Quiza, Rodolfo E. Haber, Fernando Castaño, Alberto Villalonga
A two-step machine learning approach for dynamic model selection: A case study on a micro milling process. Comput. Ind. 143 (2022)
Yarens J. Cruz, Marcelino Rivas, Ramón Quiza, Alberto Villalonga, Rodolfo E. Haber, Gerardo Beruvides
Ensemble of convolutional neural networks based on an evolutionary algorithm applied to an industrial welding process. Comput. Ind. 133 (2021)
Alberto Villalonga, Elisa Negri, Giacomo Biscardo, Fernando Castaño, Rodolfo E. Haber, Luca Fumagalli, Marco Macchi
A decision-making framework for dynamic scheduling of cyber-physical production systems based on digital twins. Annu. Rev. Control. 51 (2021)
Alberto Villalonga, Gerardo Beruvides, Fernando Castaño, Rodolfo E. Haber
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 16 (9) (2020)
Wael M. Mohammed, Miroslaw Nejman, Fernando Castaño, Jose L. Martinez Lastra, Stanislaw Strzelczak, Alberto Villalonga
Training an Under-actuated Gripper for Grasping Shallow Objects Using Reinforcement Learning. ICPS (2020)
Fernando Castaño, Stanislaw Strzelczak, Alberto Villalonga, Rodolfo E. Haber, Joanna Kossakowska
Sensor Reliability in Cyber-Physical Systems Using Internet-of-Things Data: A Review and Case Study. Remote. Sens. 11 (19) (2019)
Milica Petrovic, Alberto Villalonga, Zoran Miljkovic, Fernando Castaño, Stanislaw Strzelczak, Rodolfo E. Haber
Optimal Tuning of Cascade Controllers for Feed Drive Systems using Particle Swarm Optimization. INDIN (2019)
Alberto Villalonga, Fernando Castaño, Gerardo Beruvides, Rodolfo E. Haber, Stanislaw Strzelczak, Joanna Kossakowska
Visual Analytics Framework for Condition Monitoring in Cyber-Physical Systems. ICSTCC (2019)
Rodolfo Haber-Guerra, Ramón Quiza, Alberto Villalonga, Javier Arenas, Fernando Castaño
Digital Twin-Based Optimization for Ultraprecision Motion Systems With Backlash and Friction. IEEE Access 7 (2019)
Fernando Castaño, Gerardo Beruvides, Alberto Villalonga, Rodolfo E. Haber
Self-Tuning Method for Increased Obstacle Detection Reliability Based on Internet of Things LiDAR Sensor Models. Sensors 18 (5) (2018)
Borja Ramis Ferrer, Wael M. Mohammed, Jose L. Martinez Lastra, Alberto Villalonga, Gerardo Beruvides, Fernando Castaño, Rodolfo E. Haber
Towards the Adoption of Cyber-Physical Systems of Systems Paradigm in Smart Manufacturing Environments. INDIN (2018)
Alberto Villalonga, Gerardo Beruvides, Fernando Castaño, Rodolfo E. Haber
Industrial cyber-physical system for condition-based monitoring in manufacturing processes. ICPS (2018)
Gerardo Beruvides, Fernando Castaño, Rodolfo E. Haber, Ramón Quiza Sardiñas, Alberto Villalonga
Coping with Complexity When Predicting Surface Roughness in Milling Processes: Hybrid Incremental Model with Optimal Parametrization. Complex. 2017 (2017)