Rafael González Perea

According to our database, Rafael González Perea authored at least 7 papers between 2019 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2024

Integrating FMI and ML/AI models on the open-source digital twin framework OpenTwins.

Sergio Infante, Cristian Martín, Julia Robles, Bartolomé Rubio, Manuel Díaz, Rafael González Perea, Pilar Montesinos, Emilio Camacho Poyato

Softw. Pract. Exp., 2024

Attention is all water need: Multistep time series irrigation water demand forecasting in irrigation disctrics.

Rafael González Perea, Emilio Camacho Poyato, Juan Antonio Rodríguez Díaz

Comput. Electron. Agric., 2024

2022

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

Bilal Derardja, Umberto Fratino, Nicola Lamaddalena, Rafael González Perea, Juan Antonio Rodríguez Díaz

Comput. Electron. Agric., 2022

2021

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

Rafael González Perea, Rocio Ballesteros, José F. Ortega, Miguel Angel Moreno

Comput. Electron. Agric., 2021

2020

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

Carmen Alcaide Zaragoza, Rafael González Perea, Irene Fernández García, Emilio Camacho Poyato, Juan Antonio Rodríguez Díaz

Comput. Electron. Agric., 2020

Dynamic Simulation Tool of fertigation in drip irrigation subunits.

Rafael González Perea, Miguel Angel Moreno, José F. Ortega, A. del Castillo, Rocio Ballesteros

Comput. Electron. Agric., 2020

2019

Prediction of irrigation event occurrence at farm level using optimal decision trees.

Rafael González Perea, Emilio Camacho Poyato, Pilar Montesinos, Juan Antonio Rodríguez Díaz

Comput. Electron. Agric., 2019