A Machine Learning Model Based on GRU and LSTM to Predict the Environmental Parameters in a Layer House, Taking CO<sub>2</sub> Concentration as an Example

A Machine Learning Model Based on GRU and LSTM to Predict the Environmental Parameters in a Layer House, Taking CO<sub>2</sub> Concentration as an Example

In a layer house, the CO<sub>2</sub> (carbon dioxide) concentration above the upper limit can cause the oxygen concentration to be below the lower limit suitable for poultry. This leads to chronic CO<sub>2</sub> poisoning in layers, which manifests as listlessness, reduced ap...

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Bibliographic Details
Main Authors: Xiaoyang Chen, Lijia Yang, Hao Xue, Lihua Li, Yao Yu
Format: Article
Language:English
Published: MDPI AG 2023-12-01
Series:Sensors
Subjects:
layer house
CO<sub>2</sub> concentration
prediction
GRU
LSTM
Online Access:https://www.mdpi.com/1424-8220/24/1/244

Internet

https://www.mdpi.com/1424-8220/24/1/244

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