Manuel Muñoz Rodriguez

Mr. Manuel Muñoz Rodriguez

orcid

Research Focus & Metrics

Academic Career Length

8Years (2019-Present)

(Calculated once Scilit publication data is synced: current year − year of first publication + 1)

Representative Publications

View All Publications
21 January 2020 in Sensors
Verified
Journal Article
Open access
PDF file
MRManuel Muñoz Rodriguez
Manuel Muñoz Rodriguez
Juan D. GilJuan D. Gil
Juan D. Gil
LRLidia Roca
Lidia Roca
Francisco Rodriguez-DiazFrancisco Rodriguez-Diaz
Francisco Rodriguez-Diaz
Manuel BerenguelManuel Berenguel
Manuel Berenguel
The current agricultural water panorama in many Mediterranean countries is composed by desalination facilities, wells (frequently overexploited), the water public utility network, and several consumer agents with different water needs. This distributed water network requires centralized management methods for its proper use, which are difficult to implement as the different agents are usually geographically separated. In this sense, the use of enabling technologies such as the Internet of Things can be essential to the proper operation of these agroindustrial systems. In this paper, an Internet of Things cloud architecture based on the FIWARE standard is proposed for interconnecting the several agents that make up the agroindustrial system. In addition, this architecture includes an efficient management method based on a model predictive control technique, which is aimed at minimizing operating costs. A case study inspired by three real facilities located in Almería (southeast of Spain) is used as the simulation test bed. The obtained results show how around 75% of the total operating costs can be saved with the application of the proposed approach, which could be very significant to decrease the costs of desalinated water and, therefore, to maintain the sustainability of the agricultural system.

1 January 2019 in IFAC-PapersOnLine
Verified
Journal Article
Closed access
MRManuel Muñoz Rodriguez
Manuel Muñoz Rodriguez
José Luis GuzmánJosé Luis Guzmán
José Luis Guzmán
Jorge Antonio Sanchez MolinaJorge Antonio Sanchez Molina
Jorge Antonio Sanchez Molina
Francisco Rodriguez-DiazFrancisco Rodriguez-Diaz
Francisco Rodriguez-Diaz
MTM. Torres
M. Torres

26 April 2025 in Journal of Network and Computer Applications
Verified
Journal Article
Open access
MRManuel Muñoz Rodriguez
Manuel Muñoz Rodriguez
MTM. Torres
M. Torres
Juan D. GilJuan D. Gil
Juan D. Gil
José Luis GuzmánJosé Luis Guzmán
José Luis Guzmán

1 July 2024 in Internet of Things
Verified
Journal Article
Open access
MRManuel Muñoz Rodriguez
Manuel Muñoz Rodriguez
RMR.A. González Morales
R.A. González Morales
Jorge Antonio Sanchez MolinaJorge Antonio Sanchez Molina
Jorge Antonio Sanchez Molina

1 June 2019
Verified
Conference Paper
Closed access
JGJuan D. Gil
Juan D. Gil
MRManuel Muñoz Rodriguez
Manuel Muñoz Rodriguez
LRLidia Roca
Lidia Roca
Francisco Rodriguez-DiazFrancisco Rodriguez-Diaz
Francisco Rodriguez-Diaz
MBManuel Berenguel
Manuel Berenguel
This paper presents a control strategy that uses the Internet of Things (IoT) technology to manage a smart-grid framework including a solar desalination facility and a group of greenhouses that demand water for irrigation. In addition, the water public utility network has also been considered an agent of this smart-grid framework. The controller is based on a Model Predictive Control (MPC) strategy which uses information, by means of an IoT platform, coming from each one of the facilities included in the smart-grid to calculate the optimal control actions in the Cloud. Simulation results are shown to demonstrate the efficiency of the proposed method.

15 August 2026 in Internet of Things
Verified
Journal Article
Open access
CZC. Zhang
C. Zhang
MRManuel Muñoz Rodriguez
Manuel Muñoz Rodriguez
FRF. Rodríguez
F. Rodríguez
MLM. Li
M. Li