Research on Indoor Environment Prediction of Pig House Based on OTDBO–TCN–GRU Algorithm

Research on Indoor Environment Prediction of Pig House Based on OTDBO–TCN–GRU Algorithm

Temperature and humidity, along with concentrations of ammonia and hydrogen sulfide, are critical environmental factors that significantly influence the growth and health of pigs within porcine habitats. The ability to accurately predict these environmental variables in pig houses is pivotal, as it...

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Bibliographic Details
Main Authors: Zhaodong Guo, Zhe Yin, Yangcheng Lyu, Yuzhi Wang, Sen Chen, Yaoyu Li, Wuping Zhang, Pengfei Gao
Format: Article
Language:English
Published: MDPI AG 2024-03-01
Series:Animals
Subjects:
pig barn
dung beetle optimization algorithm
TCN
GRU
environmental prediction models
sensor
Online Access:https://www.mdpi.com/2076-2615/14/6/863

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