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Rafael González Perea

PDI

Universidad de Córdoba

Córdoba, España

la gestión de Comunidades de Regantes mediante técnicas de Inteligencia Artificial y BigData. Sistemas predictivos de demandad de agua y energía basados en Machine Learning y BigData y Riego de precisión mediante la incorporación de TICs.

Ingeniería hidráulica y riegos, UNIVERSIDAD DE CORDOBA. España, 2017

PDI Full Time

UNIVERSIDAD DE CORDOBA

España

2021 - A la fecha


A deep learning model for mapping the perturbation in pressurised irrigation systems Derardja, Bilal; Fratino, Umberto; Lamaddalena, Nicola; González Perea, Rafael; Rodríguez Díaz, J.A. Article COMPUTERS AND ELECTRONICS IN AGRICULTURE (2022)
An ICT-based decision support system for precision irrigation management in outdoor orange and greenhouse tomato crops Camacho Poyato, Emilio; González Perea, Rafael; Cayuela, Carmen; Montesinos, Pilar Article AGRICULTURAL WATER MANAGEMENT (2022)
Carbon_in_WaterDSS: A new tool to determine GHG emissions in quasi-real time for irrigation systems González Perea, Rafael; Fernández-Ballesteros Rocío; Munera, Álvaro; Ortega, José F.; Moreno, Miguel Ángel Article JOURNAL OF CLEANER PRODUCTION (2022)
New model for determining optimal Pumps As Turbines (PATs) locations: Maximising the energy recovery in irrigation networks Fernández García, Irene; González Perea, Rafael; Rodríguez Díaz, J.A. Article Journal of Water Resources Planning and Management (2022)
Forecasting of applied irrigation depths at farm level for energy tariff periods using Coactive neuro-genetic fuzzy system González Perea, Rafael; Camacho Poyato, Emilio; Rodríguez Díaz, J.A. Article AGRICULTURAL WATER MANAGEMENT (2021)
Prediction Model of Photovoltaic Power in Solar Pumping Systems Based on Artificial Intelligence Cervera-gascó, Jorge; González Perea, Rafael; Montero, Jesús; Moreno, Miguel Ángel Article AGRONOMY (2021)
Water and energy demand forecasting in large-scale water distribution networks for irrigation using open data and machine learning algorithms González Perea, Rafael; Fernández-Ballesteros Rocío; Ortega, José F.; Moreno, Miguel Ángel Article COMPUTERS AND ELECTRONICS IN AGRICULTURE (2021)
Comprehensive sizing methodology of smart photovoltaic irrigation systems Merida Garcia, A.; Gonzalez Perea, R.; Camacho Poyato, E.; Montesinos Barrios, P.; Rodriguez Diaz, J. A. Article ISI AGRICULTURAL WATER MANAGEMENT (2020)
Decision Support System Based on Genetic Algorithms to Optimize the Daily Management of Water Abstraction from Multiple Groundwater Supply Sources González Perea, Rafael; Moreno, Miguel Angel; da Silva Baptista, Victor; Córcoles, Juan Ignacio Article WATER RESOURCES MANAGEMENT (2020)
Dynamic Simulation Tool of fertigation in drip irrigation subunits González Perea, Rafael; Moreno, Miguel Ángel; Ortega, J.F.; del Castillo, A.; Ballesteros, R. Article COMPUTERS AND ELECTRONICS IN AGRICULTURE (2020)
Open source application for optimum irrigation and fertilization using reclaimed water in olive orchards Alcaide, Carmen; González Perea, Rafael; Fernández, Irene; Camacho, Emilio; Rodríguez Díaz, J.A. Article COMPUTERS AND ELECTRONICS IN AGRICULTURE (2020)

Rafael González

PDI

Agronomía

Universidad de Córdoba

Córdoba, España

Aida Mérida

Investigador postdoctoral

Departamento de Agronomía

Universidad de Cordoba

Córdoba, España

Rafael González Perea

Líneas de Investigación

Educación

Ingeniería hidráulica y riegos, UNIVERSIDAD DE CORDOBA. España, 2017

Experiencia Académica

PDI Full Time

Article (11)

A deep learning model for mapping the perturbation in pressurised irrigation systems

An ICT-based decision support system for precision irrigation management in outdoor orange and greenhouse tomato crops

Carbon_in_WaterDSS: A new tool to determine GHG emissions in quasi-real time for irrigation systems

New model for determining optimal Pumps As Turbines (PATs) locations: Maximising the energy recovery in irrigation networks

Forecasting of applied irrigation depths at farm level for energy tariff periods using Coactive neuro-genetic fuzzy system

Prediction Model of Photovoltaic Power in Solar Pumping Systems Based on Artificial Intelligence

Water and energy demand forecasting in large-scale water distribution networks for irrigation using open data and machine learning algorithms

Comprehensive sizing methodology of smart photovoltaic irrigation systems

Decision Support System Based on Genetic Algorithms to Optimize the Daily Management of Water Abstraction from Multiple Groundwater Supply Sources

Dynamic Simulation Tool of fertigation in drip irrigation subunits

Open source application for optimum irrigation and fertilization using reclaimed water in olive orchards

Rafael González

Aida Mérida