Guzmán González Mateos

@article{González-Herbón2024-Assessment,

title = {Assessment and deployment of a LSTM-based virtual sensor in an industrial process control loop},

author = {Raúl González-Herbón and Guzmán González-Mateos and José Ramón Rodríguez-Ossorio and Miguel A Prada and Antonio Morán and Serafín Alonso and Juan J Fuertes and Manuel Domínguez},

url = {https://rdcu.be/d2eZP},

doi = {10.1007/s00521-024-10560-0},

year  = {2024},

date = {2024-12-02},

urldate = {2024-12-02},

journal = {Neural Computing and Applications},

keywords = {AUTOMATIZACIÓN CONTROL Y SUPERVISIÓN INDUSTRIAL, MACHINE LEARNING},

pubstate = {forthcoming},

tppubtype = {article}

}

@article{GonzalezMateos2024,

title = {A PID Control Architecture Based on IEC 61499},

author = {Guzmán González-Mateos and Miguel A Prada and Antonio Morán and Raúl González-Herbón and Manuel Domínguez},

doi = {10.1016/j.ifacol.2024.08.016},

issn = {2405-8963},

year  = {2024},

date = {2024-08-28},

urldate = {2024-08-28},

journal = {IFAC-PapersOnLine},

volume = {58},

number = {7},

pages = {91-96},

abstract = {This work presents an approach for PID control and optimization in a distributed system, using the IEC 61499 control standard. This standard enables communication among different PLCs, which are used to develop a three-layered event-driven control of a SISO loop. The lowest layer is in charge of cyclical data acquisition. The second layer carries out an event-based PID control. The highest layer runs a control optimization algorithm, specifically a simple tuning approach based on Ziegler-Nichols that is used to determine the PID parameters for different operating points. The proposed approach is assessed in a tank level SISO control problem, whose behavior can be modeled as a first-order plus dead time system in each operating point. For that purpose, it has been implemented using two PLCs and a software PLC running on an industrial computer. The experimental results on the SISO level control loop show the feasibility of the proposed approach for event-driven control in a distributed system and open interesting research questions in the intersection of controller design and distributed automation.},

note = {4th IFAC Conference on Advances in Proportional-Integral-Derivate Control PID 2024},

keywords = {AUTOMATIZACIÓN CONTROL Y SUPERVISIÓN INDUSTRIAL},

pubstate = {published},

tppubtype = {article}

}

@article{GonzalezHerbon2024AnApproach,

title = {An Approach to Develop Digital Twins in Industry},

author = {Raúl González-Herbón and Guzmán González-Mateos and José Ramón Rodríguez-Ossorio and Manuel Domínguez and Serafín Alonso and Juan J Fuertes},

url = {https://www.mdpi.com/1424-8220/24/3/998},

doi = {10.3390/s24030998},

issn = {1424-8220},

year  = {2024},

date = {2024-02-03},

urldate = {2024-01-01},

journal = {Sensors},

volume = {24},

number = {3},

keywords = {AUTOMATIZACIÓN CONTROL Y SUPERVISIÓN INDUSTRIAL, INDUSTRIA 4.0},

pubstate = {published},

tppubtype = {article}

}

@article{Prada2023,

title = {Hands-on training in industrial cybersecurity for a multidisciplinary Master's degree},

author = {Miguel A Prada and Juan J Fuertes and José Ramón Rodríguez-Ossorio and Raúl González-Herbón and Guzmán González-Mateos and Manuel Domínguez},

doi = {10.1016/j.ifacol.2023.10.850},

issn = {2405-8963},

year  = {2023},

date = {2023-11-22},

urldate = {2023-11-22},

journal = {IFAC-PapersOnLine},

volume = {56},

number = {2},

pages = {11217--11222},

publisher = {Elsevier BV},

keywords = {CIBERSEGURIDAD EN INFRAESTRUCTURAS CRÍTICAS, LABORATORIOS VIRTUALES Y REMOTOS},

pubstate = {published},

tppubtype = {article}

}

@article{Fuertes2023Guidelines,

title = {Guidelines to develop demonstration models on industry 4.0 for engineering training},

author = {Juan J Fuertes and Raúl González-Herbón and José Ramón Rodríguez-Ossorio and Guzmán González-Mateos and Serafín Alonso and Antonio Morán},

doi = {10.1080/0951192X.2023.2189308},

year  = {2023},

date = {2023-03-17},

urldate = {2023-03-17},

journal = {International Journal of Computer Integrated Manufacturing},

volume = {36},

number = {10},

pages = {1465-1481},

publisher = {Taylor & Francis},

keywords = {AUTOMATIZACIÓN CONTROL Y SUPERVISIÓN INDUSTRIAL, INDUSTRIA 4.0, LABORATORIOS VIRTUALES Y REMOTOS},

pubstate = {published},

tppubtype = {article}

}