Rafael González Perea

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 7

Top Topics

Simulation Tool

Demand Forecasting

Top Venues

Comput. Electron. Agric.

Softw. Pract. Exp.

Publications

Sergio Infante, Cristian Martín, Julia Robles, Bartolomé Rubio, Manuel Díaz, Rafael González Perea, Pilar Montesinos, Emilio Camacho Poyato
Integrating FMI and ML/AI models on the open-source digital twin framework OpenTwins. Softw. Pract. Exp. 54 (8) (2024)
Rafael González Perea, Emilio Camacho Poyato, Juan Antonio Rodríguez Díaz
Attention is all water need: Multistep time series irrigation water demand forecasting in irrigation disctrics. Comput. Electron. Agric. 218 (2024)
Bilal Derardja, Umberto Fratino, Nicola Lamaddalena, Rafael González Perea, Juan Antonio Rodríguez Díaz
A deep learning model for mapping the perturbation in pressurised irrigation systems. Comput. Electron. Agric. 199 (2022)
Rafael González Perea, Rocio Ballesteros, José F. Ortega, Miguel Angel Moreno
Water and energy demand forecasting in large-scale water distribution networks for irrigation using open data and machine learning algorithms. Comput. Electron. Agric. 188 (2021)
Carmen Alcaide Zaragoza, Rafael González Perea, Irene Fernández García, Emilio Camacho Poyato, Juan Antonio Rodríguez Díaz
Open source application for optimum irrigation and fertilization using reclaimed water in olive orchards. Comput. Electron. Agric. 173 (2020)
Rafael González Perea, Miguel Angel Moreno, José F. Ortega, A. del Castillo, Rocio Ballesteros
Dynamic Simulation Tool of fertigation in drip irrigation subunits. Comput. Electron. Agric. 173 (2020)
Rafael González Perea, Emilio Camacho Poyato, Pilar Montesinos, Juan Antonio Rodríguez Díaz
Prediction of irrigation event occurrence at farm level using optimal decision trees. Comput. Electron. Agric. 157 (2019)