A Soft Sensor to Estimate the Opening of Greenhouse Vents Based on an LSTM-RNN Neural Network

A Soft Sensor to Estimate the Opening of Greenhouse Vents Based on an LSTM-RNN Neural Network

In greenhouses, sensors are needed to measure the variables of interest. They help farmers and allow automatic controllers to determine control actions to regulate the environmental conditions that favor crop growth. This paper focuses on the problem of the lack of monitoring and control systems in...

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Bibliographic Details
Main Authors: Guesbaya, Mounir, García Mañas, Francisco, Rodríguez Díaz, Francisco De Asís, Megherbi, Hassina
Format: info:eu-repo/semantics/article
Language:English
Published: MDPI 2023
Subjects:
protected agriculture
greenhouse ventilation
machine learning
long short-term memory
virtual sensor
climate modeling
Online Access:http://hdl.handle.net/10835/14179

Internet

http://hdl.handle.net/10835/14179

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