A Method to Predict CO<sub>2</sub> Mass Concentration in Sheep Barns Based on the RF-PSO-LSTM Model

A Method to Predict CO<sub>2</sub> Mass Concentration in Sheep Barns Based on the RF-PSO-LSTM Model

In large-scale meat sheep farming, high CO<sub>2</sub> concentrations in sheep sheds can lead to stress and harm the healthy growth of meat sheep, so a timely and accurate understanding of the trend of CO<sub>2</sub> concentration and early regulation are essential to ensure...

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Bibliographic Details
Main Authors: Honglei Cen, Longhui Yu, Yuhai Pu, Jingbin Li, Zichen Liu, Qiang Cai, Shuangyin Liu, Jing Nie, Jianbing Ge, Jianjun Guo, Shuo Yang, Hangxing Zhao, Kang Wang
Format: Article
Language:English
Published: MDPI AG 2023-04-01
Series:Animals
Subjects:
CO<sub>2</sub> mass concentration prediction
LSTM
PSO
random forests
sheep barn
Online Access:https://www.mdpi.com/2076-2615/13/8/1322

Internet

https://www.mdpi.com/2076-2615/13/8/1322

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