Manuel Berenguel

87 papers C 16Journal 45Unranked 26
YearRankTypeTitle / Venue / Authors
2026 J jnl
Reinforcement learning meets bioprocess control through behavior cloning: Real-world deployment in an industrial photobioreactor.
Eng. Appl. Artif. Intell.
Juan D. Gil, Ehecatl Antonio del Rio-Chanona, José Luis Guzmán, Manuel Berenguel
2025 J jnl
A Comprehensive Benchmark Platform for Process Control Research of Outdoor Microalgae Raceway Reactors.
CoRR
Enrique Rodríguez-Miranda, Pablo Otálora, José González-Hernández, José Luis Guzmán, Manuel Berenguel
2025 J jnl
Enhancing Solar Furnace Performance by a Robust QFT-Based Control Approach.
IEEE Trans. Ind. Informatics
Ángeles Hoyo, José Carlos Moreno, José Luis Guzmán, Juan D. Gil, Manuel Berenguel
2025 J jnl
Enhancing industrial microalgae production through Economic Model Predictive Control.
CoRR
Pablo Otálora, Sigurd Skogestad, José Luis Guzmán, Manuel Berenguel
2025 J jnl
Learning-Based Practical Nonlinear Predictive Controller for Solar Thermal Collector Fields.
IEEE Trans. Control. Syst. Technol.
Igor M. L. Pataro, Juan D. Gil, José Domingo Álvarez, José Luis Guzmán, João Miranda Lemos, Manuel Berenguel
2025 C conf
Microalgae production at industrial scale: modelling and control challenges
ACC
José Luis Guzmán, Manuel Berenguel, Enrique Rodríguez-Miranda, Francisco Gabriel Acién
2025 J jnl
Reinforcement learning meets bioprocess control through behaviour cloning: Real-world deployment in an industrial photobioreactor.
CoRR
Juan D. Gil, Ehecatl Antonio del Rio-Chanona, José Luis Guzmán, Manuel Berenguel
2025 J jnl
Virtual Laboratory for Control Education Using a Solar Collector Field System.
Comput. Appl. Eng. Educ.
Igor M. L. Pataro, Juan D. Gil, José Luis Guzmán, Manuel Berenguel
2024 J jnl
A Stochastic Nonlinear Predictive Controller for Solar Collector Fields Under Solar Irradiance Forecast Uncertainties.
IEEE Trans. Control. Syst. Technol.
Igor M. L. Pataro, Juan D. Gil, Marcus Vinícius Americano da Costa Filho, Lidia Roca, José Luis Guzmán, Manuel Berenguel
2024 J jnl
A practical solution for multivariable control of temperature and humidity in greenhouses.
Eur. J. Control
Francisco García-Mañas, Tore Hägglund, José Luis Guzmán, Francisco Rodríguez, Manuel Berenguel
2024 J jnl
Multi-Scenario Model Predictive Control for Greenhouse Crop Production Considering Market Price Uncertainty.
IEEE Trans Autom. Sci. Eng.
Francisco García-Mañas, Francisco Rodríguez, Manuel Berenguel, José M. Maestre
2023 J jnl
Improving Temperature Tracking Control for Solar Collector Fields Based on Reference Feedforward.
IEEE Trans. Control. Syst. Technol.
Igor M. L. Pataro, Juan D. Gil, Marcus Vinícius Americano da Costa Filho, Lidia Roca, José Luis Guzmán, Manuel Berenguel
2023 — conf
Optimal control of solar collector fields based on linear quadratic controller with accessible disturbance
ECC
Igor M. L. Pataro, Juan D. Gil, José Luis Guzmán, Manuel Berenguel, João Miranda Lemos
2023 J jnl
Optimal model-free adaptive control based on reinforcement Q-Learning for solar thermal collector fields.
Eng. Appl. Artif. Intell.
Igor M. L. Pataro, Rita Cunha, Juan D. Gil, José Luis Guzmán, Manuel Berenguel, João Miranda Lemos
2022 J jnl
A New IoT-Based Platform for Greenhouse Crop Production.
IEEE Internet Things J.
Manuel Muñoz, José Luis Guzmán, Jorge Antonio Sánchez-Molina, Francisco Rodríguez, Manuel Torres, Manuel Berenguel
2022 J jnl
A computer-based tool to simulate raceway photobioreactors for design, operation and control purposes.
Comput. Chem. Eng.
Ángeles Hoyo, Enrique Rodríguez-Miranda, José Luis Guzmán, Francisco Gabriel Acién, Manuel Berenguel, José Carlos Moreno
2020 — conf
A Fuzzy Controller for Thermal Comfort and Indoor Air Quality in a Bioclimatic Building.
ECC
María D. Bretones, José Domingo Álvarez, María del Mar Castilla, Manuel Berenguel
2020 J jnl
An IoT Architecture for Water Resource Management in Agroindustrial Environments: A Case Study in Almería (Spain).
Sensors
Manuel Muñoz, Juan D. Gil, Lidia Roca, Francisco Rodríguez, Manuel Berenguel
2019 — conf
An Indoor Illuminance Prediction Model Based on Neural Networks for Visual Comfort and Energy Efficiency Optimization Purposes.
IWINAC (2)
M. Martell, María Castilla, Francisco Rodríguez, Manuel Berenguel
2019 — conf
An IoT based Control System for a Solar Membrane Distillation Plant used for Greenhouse Irrigation.
GIoTS
Juan D. Gil, Manuel Muñoz, Lidia Roca, Francisco Rodríguez, Manuel Berenguel
2019 — conf
Application of a Symmetric-Send-On-Delta event-based controller for a microalgal raceway reactor.
ECC
Enrique Rodríguez-Miranda, Manuel Beschi, José Luis Guzmán, Manuel Berenguel, Antonio Visioli
2019 J jnl
Design of a parallel genetic algorithm for continuous and pattern-free heliostat field optimization.
J. Supercomput.
Nicolas C. Cruz, Saïd Salhi, Juana López Redondo, José Domingo Álvarez, Manuel Berenguel, Pilar Martínez Ortigosa
2018 J jnl
A two-layered solution for automatic heliostat aiming.
Eng. Appl. Artif. Intell.
Nicolas C. Cruz, José Domingo Álvarez, Juana López Redondo, Manuel Berenguel, Pilar Martínez Ortigosa
2018 — conf
Multivariable controller for stationary flat plate solar collectors
ICSC
Andrea Tosi, Lidia Roca, Juan D. Gil, Antonio Visioli, Manuel Berenguel
2018 J jnl
New approach for solar tracking systems based on computer vision, low cost hardware and deep learning.
CoRR
Jose A. Carballo, Javier Bonilla, Manuel Berenguel, Jesus Fernandez-Reche, Ginés García
2018 J jnl
Optimal operation of a Solar Membrane Distillation pilot plant via Nonlinear Model Predictive Control.
Comput. Chem. Eng.
Juan D. Gil, Lidia Roca, Alba Ruiz-Aguirre, Guillermo Zaragoza, Manuel Berenguel
2018 J jnl
Optimizing the Heliostat Field Layout by Applying Stochastic Population-Based Algorithms.
Informatica
Nicolas C. Cruz, Juana López Redondo, José Domingo Álvarez, Manuel Berenguel, Pilar M. Ortigosa
2017 J jnl
A parallel Teaching-Learning-Based Optimization procedure for automatic heliostat aiming.
J. Supercomput.
Nicolas C. Cruz, Juana López Redondo, José Domingo Álvarez, Manuel Berenguel, Pilar Martínez Ortigosa
2017 — conf
Development of an open source multi-platform software tool for parameter estimation studies in FMI models.
Modelica
Javier Bonilla, Jose Antonio Carballo, Lidia Roca, Manuel Berenguel
2017 J jnl
Event-Based GPC for Multivariable Processes: A Practical Approach With Sensor Deadband.
IEEE Trans. Control. Syst. Technol.
Andrzej Pawlowski, José Luis Guzmán, Manuel Berenguel, Julio E. Normey-Rico, Sebastián Dormido
2017 C conf
Fast MPC with staircase parametrization of the inputs: Continuous input blocking.
ETFA
Marco Faroni, Manuel Beschi, Manuel Berenguel, Antonio Visioli
2017 J jnl
High performance computing for the heliostat field layout evaluation.
J. Supercomput.
Nicolas C. Cruz, Juana López Redondo, Manuel Berenguel, José Domingo Álvarez, Antonio Becerra-Terón, Pilar Martínez Ortigosa
2017 — conf
Using a Nonlinear Model Predictive Control strategy for the efficient operation of a solar-powered membrane distillation system.
MED
Juan D. Gil, Lidia Roca, Alba Ruiz-Aguirre, Guillermo Zaragoza, José Luis Guzmán, Manuel Berenguel
2016 J jnl
Bayesian networks for greenhouse temperature control.
J. Appl. Log.
José del Sagrado, Jorge Antonio Sánchez-Molina, Francisco Rodríguez, Manuel Berenguel
2016 — conf
Control strategies applied in the HYSOL demonstrator: A simulation-based evaluation.
MED
Lidia Roca, Javier Bonilla, Manuel Berenguel, Lucía González, Alberto R. Rocha
2016 J jnl
Distributed Sliding Mode Control of pH in Tubular Photobioreactors.
IEEE Trans. Control. Syst. Technol.
Gustavo A. de Andrade, Daniel J. Pagano, José Luis Guzmán, Manuel Berenguel, Ignacio Fernández, Francisco Gabriel Acién
2016 C conf
Multivariable GPC for processes with multiple time delays: Implementation issues.
ETFA
Andrzej Pawlowski, José Luis Guzmán, Manuel Berenguel, Julio E. Normey-Rico, Sebastián Dormido
2016 J jnl
Tools and methodologies for teaching robotics in computer science & engineering studies.
Comput. Appl. Eng. Educ.
Manuel Berenguel, Francisco Rodríguez, José Carlos Moreno, José Luis Guzmán, Ramón González
2015 — conf
A fuzzy controller for visual comfort inside a meeting-room.
MED
J. M. Rodriguez, María Castilla, José Domingo Álvarez, Francisco Rodríguez, Manuel Berenguel
2015 — conf
Solar membrane distillation: A control perspective.
MED
Juan D. Gil, Alba Ruiz-Aguirre, Lidia Roca, Guillermo Zaragoza, Manuel Berenguel
2014 J jnl
Event-based predictive control of pH in tubular photobioreactors.
Comput. Chem. Eng.
Andrzej Pawlowski, Ignacio Fernández, José Luis Guzmán, Manuel Berenguel, Francisco Gabriel Acién, Julio E. Normey-Rico
2014 J jnl
Generalized Predictive Control With Actuator Deadband for Event-Based Approaches.
IEEE Trans. Ind. Informatics
Andrzej Pawlowski, Anton Cervin, José Luis Guzmán, Manuel Berenguel
2014 C conf
Lagrange interpolation for signal reconstruction in event-based GPC.
ETFA
Andrzej Pawlowski, José Luis Guzmán, Manuel Berenguel, Sebastián Dormido
2013 C conf
A feedback linearization-based two-degree-of-freedom constrained controller strategy for a solar furnace.
IECON
Manuel Beschi, Antonio Visioli, Manuel Berenguel, Lidia Roca
2013 C conf
A multivariable nonlinear MPC control strategy for thermal comfort and indoor-air quality.
IECON
María del Mar Castilla, José Domingo Álvarez, Julio E. Normey-Rico, Francisco Rodríguez, Manuel Berenguel
2013 C conf
An Interactive CAD Tool to Teach and Learn Nyquist Criterion.
ACE
Ramon Costa-Castelló, José Luis Guzmán, Manuel Berenguel, Sebastián Dormido
2013 — conf
Bayesian Networks for Greenhouse Temperature Control.
SOCO-CISIS-ICEUTE
José del Sagrado, Francisco Rodríguez, Manuel Berenguel, Rafael Mena
2013 C conf
Development of Interactive Books for Control Education.
ACE
Juan Carlos González, José Luis Guzmán, Sebastián Dormido, Manuel Berenguel
2013 J jnl
Interactivity in education: An experience in the automatic control field.
Comput. Appl. Eng. Educ.
José Luis Guzmán, Sebastián Dormido, Manuel Berenguel
2012 C conf
A New Framework to Develop Web-Based Interactive Tools for Control Education.
ACE
Juan Carlos González, José Luis Guzmán, Manuel Berenguel, Sebastián Dormido
2012 C conf
A feedback linearization GPC control strategy for a solar furnace.
ACC
Manuel Beschi, Manuel Berenguel, Antonio Visioli, José Luis Guzmán, Luis José Yebra
2012 J jnl
A practical approach for Generalized Predictive Control within an event-based framework.
Comput. Chem. Eng.
Andrzej Pawlowski, José Luis Guzmán, Julio E. Normey-Rico, Manuel Berenguel
2012 J jnl
An interactive software tool for system identification.
Adv. Eng. Softw.
José Luis Guzmán, Daniel E. Rivera, Sebastián Dormido, Manuel Berenguel
2012 J jnl
Constrained Temperature Control of a Solar Furnace.
IEEE Trans. Control. Syst. Technol.
Manuel Beschi, Antonio Visioli, Manuel Berenguel, Luis José Yebra
2012 C conf
Integrated Virtual and Remote Lab for Greenhouse Climate Control.
ACE
Juan Luis Rivas, José Luis Guzmán, Francisco Rodríguez Díaz, Manuel Berenguel, Sebastián Dormido
2012 C conf
Interactive Tools to Learn Basic Concepts of Nonlinear Systems Linearization through a Case Study.
ACE
José Luis Guzmán, Ramon Costa-Castelló, Sebastián Dormido, Manuel Berenguel
2012 J jnl
Learning Switching Control: A Tank Level-Control Exercise.
IEEE Trans. Educ.
Manuel Pasamontes, José Domingo Álvarez, José Luis Guzmán, Manuel Berenguel
2012 J jnl
Multiobjective hierarchical control architecture for greenhouse crop growth.
Autom.
Armando Ramírez-Arias, Francisco Rodríguez, José Luis Guzmán, Manuel Berenguel
2011 J jnl
The input amplitude saturation problem in QFT: A survey.
Annu. Rev. Control.
José Carlos Moreno, José Luis Guzmán, Alfonso Baños, Manuel Berenguel
2010 J jnl
A repetitive control scheme for distributed solar collector field.
Int. J. Control
José Domingo Álvarez, Ramon Costa-Castelló, Manuel Berenguel, Luis José Yebra
2010 C conf
Bumpless switching in control - A comparative study.
ETFA
Manuel Pasamontes, José Domingo Álvarez, José Luis Guzmán, Manuel Berenguel
2009 — conf
Hybrid Modeling of a Solar Cooling System.
ADHS
Manuel Pasamontes, José Domingo Álvarez, José Luis Guzmán, Manuel Berenguel
2009 J jnl
Hybrid modeling of central receiver solar power plants.
Simul. Model. Pract. Theory
José Domingo Álvarez, José Luis Guzmán, Luis José Yebra, Manuel Berenguel
2009 — conf
Interactive Learning Module for control interaction understanding.
ECC
José Luis Guzmán, Karl Johan Åström, Tore Hägglund, Sebastián Dormido, Manuel Berenguel, Y. Piguet
2009 — conf
Nonlinear model predictive control of greenhouse temperature using a Volterra model.
ECC
Jorn Klaas Gruber, José Luis Guzmán, Francisco Rodríguez, Carlos Bordons, Manuel Berenguel
2009 J jnl
Reference governor optimization and control of a distributed solar collector field.
Eur. J. Oper. Res.
Cristina M. Cirre, Manuel Berenguel, Loreto Valenzuela, Ryszard Klempous
2009 J jnl
Simulation of Greenhouse Climate Monitoring and Control with Wireless Sensor Network and Event-Based Control.
Sensors
Andrzej Pawlowski, José Luis Guzmán, Francisco Rodríguez, Manuel Berenguel, José Sánchez Moreno, Sebastián Dormido
2009 C conf
The Influence of Event-based Sampling Techniques on Data Transmission and Control Performance.
ETFA
Andrzej Pawlowski, José Luis Guzmán, Francisco Rodríguez, Manuel Berenguel, José Sánchez Moreno, Sebastián Dormido
2009 C conf
Virtual Lab for Programmable Logic Controllers.
ETFA
Juan Antonio Muñoz, José Luis Guzmán, Francisco Rodríguez, Manuel Berenguel, Andrzej Pawlowski
2008 J jnl
An interactive tool for mobile robot motion planning.
Robotics Auton. Syst.
José Luis Guzmán, Manuel Berenguel, Francisco Rodríguez, Sebastián Dormido
2008 J jnl
Application of Predictive Sliding Mode Controllers to a Solar Plant.
IEEE Trans. Control. Syst. Technol.
Mercedes Pérez de la Parte, Cristina M. Cirre, Eduardo F. Camacho, Manuel Berenguel
2008 C conf
Event-based control and wireless sensor network for greenhouse diurnal temperature control: A simulated case study.
ETFA
Andrzej Pawlowski, José Luis Guzmán, Francisco Rodríguez, Manuel Berenguel, José Sánchez Moreno, Sebastián Dormido
2005 — conf
Discrete-time nonlinear FIR models with integrated variables for greenhouse indoor temperature simulation.
CDC/ECC
Manuel R. Arahal, Francisco Rodríguez, Armando Ramírez-Arias, Manuel Berenguel
2005 — conf
Easy Mobile Device Programming for Educational Purposes.
CDC/ECC
Manuel Pasamontes, José Luis Guzmán, Francisco Rodríguez, Manuel Berenguel, Sebastián Dormido
2005 — conf
Explanatory Analysis of Data from a Distributed Solar Collector Field.
EUROCAST
Manuel Berenguel, Ryszard Klempous, Henryk Maciejewski, Jan Nikodem, Maciej Nikodem, Loreto Valenzuela
2005 J jnl
Fuzzy predictive control of a solar power plant.
IEEE Trans. Fuzzy Syst.
Andrés Flores, Doris Sáez, Juan Araya, Manuel Berenguel, Aldo Cipriano
2005 — conf
Hierarchical Control of a Distributed Solar Collector Field.
EUROCAST
Manuel Berenguel, Cristina M. Cirre, Ryszard Klempous, Henryk Maciejewski, Maciej Nikodem, Jan Nikodem, Imre J. Rudas, Loreto Valenzuela
2005 — conf
Modelling and Simulation of Central Receiver Solar Thermal Power Plants.
CDC/ECC
Luis José Yebra, Manuel Berenguel, Sebastián Dormido, Manuel Romero
2005 J jnl
Web-based remote control laboratory using a greenhouse scale model.
Comput. Appl. Eng. Educ.
José Luis Guzmán, Manuel Berenguel, Francisco Rodríguez, Sebastián Dormido
2003 — conf
A general framework for robust anti-windup schemes.
ECC
José Carlos Moreno, Alfonso Baños, Manuel Berenguel
2003 — conf
A hierarchical control system for maximizing profit in greenhouse crop production.
ECC
Francisco Rodríguez, Manuel Berenguel, Manuel R. Arahal
2003 — conf
Adaptive control strategies for greenhouse temperature control.
ECC
Manuel Berenguel, Luis José Yebra, Francisco Rodríguez
2003 — conf
Comparing the performance of some neural fraud detectors in telecommunications.
ECC
Manuel R. Arahal, Manuel Berenguel, E. Pavón, Eduardo F. Camacho
2001 — conf
Feedforward controllers for greenhouse climate control based on physical models.
ECC
Francisco Rodríguez, Manuel Berenguel, Manuel R. Arahal
1999 — conf
Application of artificial neural networks for greenhouse climate modelling.
ECC
Francisco Rodríguez, Manuel R. Arahal, Manuel Berenguel
1995 J jnl
Fuzzy logic control of a solar power plant.
IEEE Trans. Fuzzy Syst.
Francisco R. Rubio, Manuel Berenguel, Eduardo F. Camacho
1994 J jnl
Adaptive generalized predictive control of a distributed collector field.
IEEE Trans. Control. Syst. Technol.
Eduardo Fernández Camacho, Manuel Berenguel, Carlos Bordons