Multi-objective optimization based on an improved cross-entropy method. A case study of a micro-scale manufacturing process G Beruvides, R Quiza, RE Haber Information Sciences 334, 161-173, 2016 | 90 | 2016 |
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 | 89 | 2020 |
Automatic selection of optimal parameters based on simple soft-computing methods: a case study of micromilling processes I la Fé-Perdomo, G Beruvides, R Quiza, R Haber, M Rivas IEEE Transactions on Industrial Informatics 15 (2), 800-811, 2018 | 79 | 2018 |
Surface roughness modeling and optimization of tungsten–copper alloys in micro-milling processes G Beruvides, F Castaño, R Quiza, RE Haber Measurement 86, 246-252, 2016 | 79 | 2016 |
Sensoring systems and signal analysis to monitor tool wear in microdrilling operations on a sintered tungsten–copper composite material G Beruvides, R Quiza, R Del Toro, RE Haber Sensors and Actuators A: Physical 199, 165-175, 2013 | 74 | 2013 |
Obstacle recognition based on machine learning for on-chip LiDAR sensors in a cyber-physical system F Castaño, G Beruvides, RE Haber, A Artuñedo Sensors 17 (9), 2109, 2017 | 69 | 2017 |
A simple multi-objective optimization based on the cross-entropy method RE Haber, G Beruvides, R Quiza, A Hernandez Ieee Access 5, 22272-22281, 2017 | 65 | 2017 |
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 | 60 | 2018 |
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 | 54 | 2018 |
Computer vision system for welding inspection of liquefied petroleum gas pressure vessels based on combined digital image processing and deep learning techniques YJ Cruz, M Rivas, R Quiza, G Beruvides, RE Haber Sensors 20 (16), 4505, 2020 | 53 | 2020 |
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 | 51 | 2021 |
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 | 42 | 2017 |
Artificial cognitive control with self-x capabilities: A case study of a micro-manufacturing process RE Haber, C Juanes, R del Toro, G Beruvides Computers in Industry 74, 135-150, 2015 | 36 | 2015 |
Online detection of run out in microdrilling of tungsten and titanium alloys G Beruvides, R Quiza, M Rivas, F Castaño, RE Haber The International Journal of Advanced Manufacturing Technology 74, 1567-1575, 2014 | 34 | 2014 |
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 |
Conductance sensing for monitoring micromechanical machining of conductive materials F Castaño, RM del Toro, RE Haber, G Beruvides Sensors and Actuators A: Physical 232, 163-171, 2015 | 29 | 2015 |
A self-learning strategy for artificial cognitive control systems G Beruvides, C Juanes, F Castaño, RE Haber 2015 IEEE 13th International Conference on Industrial Informatics (INDIN …, 2015 | 29 | 2015 |
Correlation of the holes quality with the force signals in a microdrilling process of a sintered tungsten-copper alloy G Beruvides, R Quiza, R del Toro, F Castaño, RE Haber International Journal of Precision Engineering and Manufacturing 15, 1801-1808, 2014 | 29 | 2014 |
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 | 24 | 2018 |
Selective laser melting: lessons from medical devices industry and other applications IL Fe-Perdomo, JA Ramos-Grez, G Beruvides, RA Mujica Rapid Prototyping Journal 27 (10), 1801-1830, 2021 | 22 | 2021 |