DOMÍNGUEZ FREJO, JOSE RAMON

Grupos de Investigación

• AUTOMATICA Y ROBOTICA INDUSTRIAL

Responsable de los siguientes proyectos/ayudas en la US

Ayudas:

• Traffic Control on Motorways ( PP2013-1313 ).
• 50th IEEE Conference on Decision and Control and European Control Conference. ( PP2011-06-131 ).

Participa los siguientes proyectos/ayudas en la US

Proyectos:

• C3PO - Control Coalitional Aplicado a la Optimización de sistemas ciberfísicos: Ronda 2, Dobles digitales ( PID2020-119476RB-I00 - Participante).
• Optimal Control of Thermal Solar Energy (OCONTSOLAR) ( EUROPEAN RESEARCH COUNCIL ACTION 789051 - Investigador/a).
• CONFIGURA - Control Predictivo de Microrredes Reconfigurables con Almacenamiento Híbrido y Móvil. ( DPI2016-78338-R - Investigador/a).
• PROYECTO EXCELENCIA - Gestión óptima de Edificios de Energía Cero. ( P11-TEP-8129 - Investigador/a).
• Hyghly-complex and networked control systems (HYCON2) ( FP7-257462 - Investigador/a).
• HD-MPC - Hierarchical and distributed model predictive control of large-scale systems ( 200899900949906 - Participante).

Contratos:

• Model predictive Control based on Machine Learning in Big Data Applications ( PI-1914/24/2019 - Participante ).

Ayudas:

• Incentivo al Grupo de Investigación TEP-116 ( 2017/TEP-116 - Investigador/a ).

Publicaciones

Publicaciones en Revistas:

• Masero, Eva, Ruiz-moreno, Sara, Domínguez-Frejo, Jose Ramon, Maestre-Torreblanca, José, Fernández-Camacho, Eduardo:
  A fast implementation of coalitional model predictive controllers based on machine learning: Application to solar power plants. En: Engineering Applications Of Artificial Intelligence. 2023. Vol. 118. Núm. 105666. Pag. 1-10 https://doi.org/10.1016/j.engappai.2022.105666
• Masero, Eva, Domínguez-Frejo, Jose Ramon, Maestre-Torreblanca, José, Fernández-Camacho, Eduardo:
  A light clustering model predictive control approach to maximize thermal power in solar parabolic-trough plants. En: Solar Energy. 2021. Vol. 214. Núm. . Pag. 531-541 https://doi.org/10.1016/j.solener.2020.11.056
• Ruiz-moreno, Sara, Domínguez-Frejo, Jose Ramon, Fernández-Camacho, Eduardo:
  Model predictive control based on deep learning for solar parabolic-trough plants. En: Renewable Energy. 2021. Vol. 180. Núm. . Pag. 193-202 https://doi.org/10.1016/j.renene.2021.08.058
• Domínguez-Frejo, Jose Ramon, De Schutter, Bart:
  Logic-Based Traffic Flow Control for Ramp Metering and Variable Speed Limits--Part 2: Simulation and Comparison. En: IEEE Transactions on Intelligent Transportations Systems. 2021. Vol. 22. Núm. 5. Pag. 2658- 2668 10.1109/TITS.2020.2973732
• Domínguez-Frejo, Jose Ramon, De Schutter, Bart:
  Logic-Based Traffic Flow Control for Ramp Metering and Variable Speed Limits--Part 1: Controller. En: IEEE Transactions on Intelligent Transportations Systems. 2021. Vol. 22. Núm. 5. Pag. 2647-2657 10.1109/TITS.2020.2973717
• García, Javier, Domínguez-Frejo, Jose Ramon, García-Rodríguez, Ramón, Fernández-Camacho, Eduardo:
  Multi-robot task allocation problem with multiple nonlinear criteria using branch and bound and genetic algorithms. En: Intelligent Service Robotics. 2021. Vol. 14. Núm. 5. Pag. 707-727 https://doi.org/10.1007/s11370-021-00393-4
• Domínguez-Frejo, Jose Ramon, Fernández-Camacho, Eduardo:
  Centralized and distributed Model Predictive Control for the maximization of the thermal power of solar parabolic-trough plants. En: Solar Energy. 2020. Vol. 204. Núm. . Pag. 190-199 10.1016/j.solener.2020.04.033
• Domínguez-Frejo, Jose Ramon, Papamichail, Ioannis, Papageorgiou, Markos, De Schutter, Bart:
  Macroscopic modeling of variable speed limits on freeways. En: Transportation Research. Part C: Emerging Technologies: An International Journal. 2019. Vol. 100. Núm. . Pag. 15-33 10.1016/j.trc.2019.01.001
• Domínguez-Frejo, Jose Ramon, De Schutter, Bart:
  SPERT: A speed limit strategy for recurrent traffic jams. En: IEEE Transactions on Intelligent Transportations Systems. 2019. Vol. 20. Núm. 2. Pag. 692-703 10.1109/TITS.2018.2833628
• Domínguez-Frejo, Jose Ramon, De Schutter, Bart:
  Feed-Forward ALINEA: A ramp metering control algorithm for nearby and distant bottlenecks. En: IEEE Transactions on Intelligent Transportations Systems. 2019. Vol. 20. Núm. 7. Pag. 2448-2458 10.1109/TITS.2018.2866121
• Domínguez-Frejo, Jose Ramon, Papamichail, Ioannis , Papageorgiou, Markos, Fernández-Camacho, Eduardo:
  Macroscopic Modeling and Control of Reversible Lanes on Freeways.. En: IEEE Transactions on Intelligent Transportations Systems. 2016. Vol. 17. Núm. 4. Pag. 948-959 10.1109/TITS.2015.2493127
• Liu, Shuai, Sadowska, Anna , Domínguez-Frejo, Jose Ramon, Núñez, Alfredo, Fernández-Camacho, Eduardo, Hellendoorn, Hans, De Schutter, Bart:
  Robust receding horizon parameterized control for multi-class freeway networks: A tractable scenario-based approach. En: International Journal of Robust and Nonlinear Control. 2016. Vol. 26. Núm. 6. Pag. 1211-1245 10.1002/rnc.3500
• Domínguez-Frejo, Jose Ramon, Núñez, Alfredo , De Schutter, Bart , Fernández-Camacho, Eduardo:
  Hybrid model predictive control for freeway traffic using discrete speed limit signals. En: Transportation Research. Part C: Emerging Technologies: An International Journal. 2014. Vol. 46. Núm. C. Pag. 309-325 http://dx.doi.org/10.1016/j.trc.2014.06.005
• Domínguez-Frejo, Jose Ramon, Fernández-Camacho, Eduardo:
  Global Versus Local MPC Algorithms in Freeway Traffic Control with Ramp Metering and Variable Speed Limits.. En: IEEE Transactions on Intelligent Transportations Systems. 2012. Vol. 13. Núm. 4. Pag. 1556-1565 10.1109/TITS.2012.2195493

Aportaciones a Congresos:

• Nai-oleari, Alberto , Domínguez-Frejo, Jose Ramon, Fernández-Camacho, Eduardo, Ferrara, Antonella:
  A Model Predictive Control scheme for freeway traffic systems based on the Classification and Regression Trees methodology. Ponencia en Congreso. 2015 European Control Conference (ECC). LINZ - AUSTRIA. 2015
• Fernández-Camacho, Eduardo, Domínguez-Frejo, Jose Ramon:
  Distributed Model Predictive Control for Freeway Traffic Systems. Poster en Congreso. HYCON2 Show day - Traffic modeling, Estimation and Control . GRENOBLE, FRANCIA. 2014
• Liu, Shuai , Domínguez-Frejo, Jose Ramon, Núñez, Alfredo , De Schutter, Bart , Sadowska, Anna , Hellendoorn, Hans , Fernández-Camacho, Eduardo:
  Tractable robust predictive control approaches for freeway network.. Ponencia en Congreso. 2014 IEEE 17th International Conference on Intelligent Transportation Systems (ITSC). Qingdao, China. 2014
• Domínguez-Frejo, Jose Ramon, Nuñez, Alfredo, De Schutter, B., Fernández-Camacho, Eduardo:
  Hybrid model predictive control for freewaytraffic using discrete speed limit signals. Poster en Congreso. HYCON2 Show day - Traffic modeling, Estimation and Control . GRENOBLE, FRANCIA. 2014
• Domínguez-Frejo, Jose Ramon, Nuñez-vicencio, Alfredo, De Schutter, Bart , Fernández-Camacho, Eduardo:
  Model Predictive Control for freeway traffic using discrete speed limit signals.. Ponencia en Congreso. 2013 European Control Conference (ECC). Zurich. Suiza. 2013
• Domínguez-Frejo, Jose Ramon, Fernández-Camacho, Eduardo, Horowitz, Roberto :
  A Parameter identification algorithm for the METANET model with a limited number of loop detectors.. Ponencia en Congreso. 51st IEEE Conference on Decision and Control. MAUI, HAWAII. 2012
• Domínguez-Frejo, Jose Ramon, Fernández-Camacho, Eduardo:
  CONTROL PREDICTIVO COOPERATIVO PARA EL CONTROL DE REDES DE TRÁFICO MEDIANTE EL USO DE SEÑALES ITS. Poster en Congreso. JORNADAS DE AUTOMÁTICA (32) (32.2011.SEVILLA, ESPAÑA). Santander (ESPAÑA). 2011
• Domínguez-Frejo, Jose Ramon, Fernández-Camacho, Eduardo:
  Feasible cooperation Based Model Predictive Control for Freeway Traffic Systems. Ponencia en Congreso. 2011 50th IEEE Conference on Decision and Control and European Control Conference . ORLANDO. FLORIDA. USA. 2011
• Domínguez-Frejo, Jose Ramon, Fernández-Camacho, Eduardo, Kerrigan-,Eric C.:
  CONTROL PREDICTIVO DE LA ENERGÍA DE UN KART DE CARRERAS CON PILAS DE HIDRÓGENO. Poster en Congreso. XXXI JORNADAS DE AUTOMÁTICA. JAÉN, ESPAÑA. 2010