| A decision-making framework for dynamic scheduling of cyber-physical production systems based on digital twins A Villalonga, E Negri, G Biscardo, F Castano, RE Haber, L Fumagalli, ... Annual Reviews in Control 51, 357-373, 2021 | 192 | 2021 |
| Digital twin-based optimization for ultraprecision motion systems with backlash and friction RH Guerra, R Quiza, A Villalonga, J Arenas, F Castano IEEE Access 7, 93462-93472, 2019 | 100 | 2019 |
| 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, RE Haber IEEE Transactions on Industrial Informatics 16 (9), 5975-5984, 2020 | 98 | 2020 |
| Sensor reliability in cyber-physical systems using internet-of-things data: A review and case study F Castaño, S Strzelczak, A Villalonga, RE Haber, J Kossakowska Remote sensing 11 (19), 2252, 2019 | 75 | 2019 |
| Self-tuning method for increased obstacle detection reliability based on internet of things LiDAR sensor models F Castaño, G Beruvides, A Villalonga, RE Haber Sensors 18 (5), 1508, 2018 | 62 | 2018 |
| Ensemble of convolutional neural networks based on an evolutionary algorithm applied to an industrial welding process YJ Cruz, M Rivas, R Quiza, A Villalonga, RE Haber, G Beruvides Computers in Industry 133, 103530, 2021 | 57 | 2021 |
| Towards the adoption of cyber-physical systems of systems paradigm in smart manufacturing environments BR Ferrer, WM Mohammed, JLM Lastra, A Villalonga, G Beruvides, ... 2018 IEEE 16th International Conference on Industrial Informatics (INDIN …, 2018 | 57 | 2018 |
| Coping with complexity when predicting surface roughness in milling processes: hybrid incremental model with optimal parametrization G Beruvides, F Castaño, RE Haber, R Quiza, A Villalonga Complexity 2017 (1), 7317254, 2017 | 43 | 2017 |
| A two-step machine learning approach for dynamic model selection: a case study on a micro milling process YJ Cruz, M Rivas, R Quiza, RE Haber, F Castaño, A Villalonga Computers in Industry 143, 103764, 2022 | 37 | 2022 |
| Local decision making based on distributed digital twin framework A Villalonga, E Negri, L Fumagalli, M Macchi, F Castaño, R Haber IFAC-PapersOnLine 53 (2), 10568-10573, 2020 | 36 | 2020 |
| Data-driven insights on time-to-failure of electromechanical manufacturing devices: a procedure and case study F Castano, YJ Cruz, A Villalonga, RE Haber IEEE Transactions on Industrial Informatics 19 (5), 7190-7200, 2022 | 32 | 2022 |
| Industrial cyber-physical system for condition-based monitoring in manufacturing processes A Villalonga, G Beruvides, F Castaño, R Haber 2018 IEEE Industrial Cyber-Physical Systems (ICPS), 637-642, 2018 | 31 | 2018 |
| Quality monitoring of complex manufacturing systems on the basis of model driven approach F Castaño, RE Haber, WM Mohammed, M Nejman, A Villalonga, ... Smart Structures and Systems 26 (4), 495-506, 2020 | 28 | 2020 |
| Condition-based monitoring architecture for CNC machine tools based on global knowledge A Villalonga, G Beruvides, F Castaño, RE Haber, M Novo IFAC-PapersOnLine 51 (11), 200-204, 2018 | 25 | 2018 |
| Fault Pattern Identification in Multi-Stage Assembly Processes with non-ideal sheet-metal Parts based on Reinforcement Learning Architecture G Beruvides, A Villalonga, P Franciosa, D Ceglarek, RE Haber Procedia CIRP 67, 601-606, 2018 | 22 | 2018 |
| Visual analytics framework for condition monitoring in cyber-physical systems A Villalonga, F Castaño, G Beruvides, R Haber, S Strzelczak, ... 2019 23rd International Conference on System Theory, Control and Computing …, 2019 | 11 | 2019 |
| Optimal tuning of cascade controllers for feed drive systems using particle swarm optimization M Petrović, A Villalonga, Z Miljković, F Castaño, S Strzelczak, R Haber 2019 IEEE 17th International Conference on Industrial Informatics (INDIN) 1 …, 2019 | 10 | 2019 |
| El control de sistemas ciberfísicos industriales. Revisión y primera aproximación A Villalonga Jaén, F Castaño Romero, R Haber Guerra, ... Actas de las XXXIX Jornadas de Automática, Badajoz, 5-7 de Septiembre de 2018, 2018 | 10 | 2018 |
| Automated Machine Learning Methodology for Optimizing Production Processes in Small and Medium-sized Enterprises YJ Cruz, A Villalonga, F Castaño, M Rivas, RE Haber Operations Research Perspectives, 100308, 2024 | 6 | 2024 |
| Training an Under-actuated Gripper for Grasping Shallow Objects Using Reinforcement Learning WM Mohammed, M Nejman, F Castaño, JLM Lastra, S Strzelczak, ... 2020 IEEE Conference on Industrial Cyberphysical Systems (ICPS) 1, 493-498, 2020 | 5 | 2020 |
Fernando CastanoCentre for Automation and RoboticsEmail được xác minh tại car.upm-csic.es