Smart servitization within the context of industrial user–supplier relationships: contingencies according to a machine tool manufacturer B Kamp, A Ochoa, J Diaz International Journal on Interactive Design and Manufacturing (IJIDeM) 1 (13), 2016 | 107 | 2016 |
Industrial applications of machine learning P Larrañaga, D Atienza, J Diaz-Rozo, A Ogbechie, CE Puerto-Santana, ... CRC press, 2018 | 92 | 2018 |
Clustering of data streams with dynamic Gaussian mixture models: An IoT application in industrial processes J Diaz-Rozo, C Bielza, P Larrañaga IEEE Internet of Things Journal 5 (5), 3533-3547, 2018 | 74 | 2018 |
Machine learning-based CPS for clustering high throughput machining cycle conditions J Diaz-Rozo, C Bielza, P Larrañaga Procedia Manufacturing 10, 997-1008, 2017 | 60 | 2017 |
Data-driven energy prediction modeling for both energy efficiency and maintenance in smart manufacturing systems MA Bermeo-Ayerbe, C Ocampo-Martinez, J Diaz-Rozo Energy 238, 121691, 2022 | 52 | 2022 |
Machine-tool condition monitoring with Gaussian mixture models-based dynamic probabilistic clustering J Diaz-Rozo, C Bielza, P Larrañaga Engineering Applications of Artificial Intelligence 89, 103434, 2020 | 32 | 2020 |
Dynamic Bayesian network-based anomaly detection for in-process visual inspection of laser surface heat treatment A Ogbechie, J Díaz-Rozo, P Larrañaga, C Bielza Machine Learning for Cyber Physical Systems: Selected papers from the …, 2017 | 26 | 2017 |
Machine Learning for Cyber Physical Systems: Selected Papers from the International Conference ML4CPS 2018 J Beyerer, C Kühnert, O Niggemann Springer Nature, 2019 | 25 | 2019 |
Development and evaluation of a low-cost computer controlled reconfigurable rapid tool OO Owodunni, J Diaz-Rozo, S Hinduja Computer-Aided Design and Applications 1 (1-4), 101-108, 2004 | 21 | 2004 |
Dynamic control of laser beam shape for heat treatment P Sancho, M Montealegre, J Dominguez, P Alvarez, J Isaza Journal of Laser Applications 30 (3), 2018 | 17 | 2018 |
Making factories smarter through machine learning D Isaacs, A Astarola, J Diaz, B Arejita IIC Journal of Innovation 3, 29-40, 2017 | 17 | 2017 |
Adaptive predictive control for peripheral equipment management to enhance energy efficiency in smart manufacturing systems MA Bermeo-Ayerbe, C Ocampo-Martínez, J Diaz-Rozo Journal of cleaner production 291, 125556, 2021 | 12 | 2021 |
An optimization-based control strategy for energy efficiency of discrete manufacturing systems JL Diaz, M Bermeo, J Diaz-Rozo, C Ocampo-Martinez ISA transactions 93, 399-409, 2019 | 12 | 2019 |
Implementation of the K-means algorithm on heterogeneous devices: a use case based on an industrial dataset M Vidal, B Arejita, J Diaz, C Alvarez, D Jiménez-González, X Martorell, ... Parallel Computing is Everywhere, 642-651, 2018 | 11 | 2018 |
Mechanical rotor unbalance monitoring based on system identification and signal processing approaches C Puerto-Santana, C Ocampo-Martinez, J Diaz-Rozo Journal of Sound and Vibration 541, 117313, 2022 | 9 | 2022 |
Remaining useful life estimation of ball-bearings based on motor current signature analysis MA Bermeo-Ayerbe, V Cocquempot, C Ocampo-Martinez, J Diaz-Rozo Reliability Engineering & System Safety 235, 109209, 2023 | 7 | 2023 |
Development of a Cyber-Physical System based on selective Gaussian naive Bayes model for a self-predict laser surface heat treatment process control J Diaz, C Bielza, JL Ocaña, P Larranaga Machine Learning for Cyber Physical Systems ML4CPS 1, 2015 | 7 | 2015 |
Asymmetric HMMs for online ball-bearing health assessments C Puerto-Santana, C Bielza, J Diaz-Rozo, G Ramirez-Gargallo, ... IEEE Internet of Things Journal 9 (20), 20160-20177, 2022 | 6 | 2022 |
Device and system including multiple devices for supervision and control of machines in industrial installation J Diaz, JJ Gabilondo US Patent 10,031,500, 2018 | 6 | 2018 |
Anomaly Detection with a Spatio-Temporal Tracking of the Laser Spot D Atienza, C Bielza, J Diaz, P Larrañaga STAIRS 2016: Proceedings of the Eighth European Starting AI Researcher …, 2016 | 5 | 2016 |