Author


Alberto Villalonga Jaén

Alberto Villalonga was born on January 2 1988 in Matanzas Cuba. He received the B.S.Eng. degree in automatic engineering (summa cum laude) from the Instituto Superior Politécnico José A. Echeverría (ISPJAE), Havana, Cuba, in 2012, and the Master’s degree in computer aided engineering from the University of Matanzas, Matanzas, Cuba, in 2017.
He is currently a Researcher at the Centre for Automation and Robotics (Spanish National Research Council - Universidad Politecnica de Madrid), Madrid, Spain. His current research interests include machine learning, Industry 4.0, Internet of things, and cyber-physical systems. He has authored or coauthored several journal and conference papers and also is member of the Reviewer Board of several international journals

Email
alberto.villalonga@car.upm-csic.es

H-Index (Scopus)
13

Authors

Title

Year

Publication

Citations

Villalonga A. Negri E. Biscardo G. Castaño F. Haber Guerra R. Fumagalli L. Macchi M.
A decision-making framework for dynamic scheduling of cyber-physical production systems based on digital twins
2021
Annual Reviews in Control
95
Haber Guerra R. Quiza R. Villalonga A. Arenas J. Castaño F.
Digital Twin-Based Optimization for Ultraprecision Motion Systems with Backlash and Friction
2019
IEEE Access
69
Villalonga A. Beruvides G. Castaño F. Haber Guerra R.
Cloud-Based Industrial Cyber-Physical System for Data-Driven Reasoning: A Review and Use Case on an Industry 4.0 Pilot Line
2020
IEEE Transactions on Industrial Informatics
64
Castaño F. Strzelczak S. Villalonga A. Haber Guerra R. Kossakowska J.
Sensor reliability in cyber-physical systems using internet-of-things data: A review and case study
2019
Remote Sensing
51
Castaño F. Beruvides G. Villalonga A. Haber Guerra R.
Self-tuning method for increased obstacle detection reliability based on internet of things LiDAR sensor models
2018
Sensors (Switzerland)
44

Authors

Title

Date

Publication

Citations

Castaño F. Cruz Y. Villalonga A. Haber Guerra R.
Data-Driven Insights on Time-to-Failure of Electromechanical Manufacturing Devices: A Procedure and Case Study
2023-05-01
IEEE Transactions on Industrial Informatics
13
Cruz Y. Rivas M. Quiza R. Haber Guerra R. Castaño F. Villalonga A.
A two-step machine learning approach for dynamic model selection: A case study on a micro milling process
2022-12-01
Computers in Industry
11
Cruz Y. Rivas M. Quiza R. Villalonga A. Haber Guerra R. Beruvides G.
Ensemble of convolutional neural networks based on an evolutionary algorithm applied to an industrial welding process
2021-12-01
Computers in Industry
23
Villalonga A. Negri E. Biscardo G. Castaño F. Haber Guerra R. Fumagalli L. Macchi M.
A decision-making framework for dynamic scheduling of cyber-physical production systems based on digital twins
2021-01-01
Annual Reviews in Control
95
Castaño F. Haber Guerra R. Mohammed W.M. Nejman M. Villalonga A. Martinez Lastra J.L.
Quality monitoring of complex manufacturing systems on the basis of model driven approach
2020-10-01
Smart Structures and Systems
19

Authors

Title

Year

Citations

Authors

Title

Date

Citations

Authors

Title

Congress

Date

Citations

Mohammed W.M. Nejman M. Castaño F. Martinez Lastra J.L. Strzelczak S. Villalonga A.
Training an Under-actuated Gripper for Grasping Shallow Objects Using Reinforcement Learning
3rd IEEE Conference on Industrial Cyberphysical Systems, ICPS 2020
2020-06-10
2
Villalonga A. Negri E. Fumagalli L. Macchi M. Castaño F. Haber Guerra R.
Local decision making based on distributed digital twin framework
21st IFAC World Congress 2020
2020-01-01
15
Villalonga A. Castaño F. Beruvides G. Haber Guerra R. Strzelczak S. Kossakowska J.
Visual analytics framework for condition monitoring in cyber-physical systems
23rd International Conference on System Theory, Control and Computing, ICSTCC 2019
2019-10-01
5
Petrovic M. Villalonga A. Miljkovic Z. Castaño F. Strzelczak S. Haber Guerra R.
Optimal tuning of cascade controllers for feed drive systems using particle swarm optimization
17th IEEE International Conference on Industrial Informatics, INDIN 2019
2019-07-01
3
Ferrer B.R. Mohammed W.M. Martinez Lastra J.L. Villalonga A. Beruvides G. Castaño F. Haber Guerra R.
Towards the Adoption of Cyber-Physical Systems of Systems Paradigm in Smart Manufacturing Environments
16th IEEE International Conference on Industrial Informatics, INDIN 2018
2018-09-24
24